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@inproceedings{DBLP:conf/cdmake/CabitzaCFNCG23,
author = {Federico Cabitza and
Andrea Campagner and
Lorenzo Famiglini and
Chiara Natali and
Valerio Caccavella and
Enrico Gallazzi},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Let Me Think! Investigating the Effect of Explanations Feeding Doubts
About the {AI} Advice},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {155--169},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_10},
doi = {10.1007/978-3-031-40837-3\_10},
timestamp = {Tue, 12 Sep 2023 07:57:21 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CabitzaCFNCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/DaveAT23,
author = {Ryan Dave and
Juan S. Angarita{-}Zapata and
Isaac Triguero},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big
Data},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {82--102},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_6},
doi = {10.1007/978-3-031-40837-3\_6},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/DaveAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/DieraLGS23,
author = {Andor Diera and
Nicolas Lell and
Aygul Garifullina and
Ansgar Scherp},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Memorization of Named Entities in Fine-Tuned {BERT} Models},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {258--279},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_16},
doi = {10.1007/978-3-031-40837-3\_16},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/DieraLGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/EresheimKA23,
author = {Sebastian Eresheim and
Fabian Kovac and
Alexander C. Adrowitzer},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Standing Still Is Not an Option: Alternative Baselines for Attainable
Utility Preservation},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {239--257},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_15},
doi = {10.1007/978-3-031-40837-3\_15},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/EresheimKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FinzelRKS23,
author = {Bettina Finzel and
Ines Rieger and
Simon Kuhn and
Ute Schmid},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Domain-Specific Evaluation of Visual Explanations for Application-Grounded
Facial Expression Recognition},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {31--44},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_3},
doi = {10.1007/978-3-031-40837-3\_3},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/FinzelRKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/GevaertSHS23,
author = {Arne Gevaert and
Anna Saranti and
Andreas Holzinger and
Yvan Saeys},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Efficient Approximation of Asymmetric Shapley Values Using Functional
Decomposition},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {13--30},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_2},
doi = {10.1007/978-3-031-40837-3\_2},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/GevaertSHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HolzingerSHBHRMBP23,
author = {Andreas Holzinger and
Anna Saranti and
Anne{-}Christin Hauschild and
Jacqueline Michelle Beinecke and
Dominik Heider and
Richard R{\"{o}}ttger and
Heimo M{\"{u}}ller and
Jan Baumbach and
Bastian Pfeifer},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable
Federated Deep Learning},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {45--64},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_4},
doi = {10.1007/978-3-031-40837-3\_4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HolzingerSHBHRMBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KarlS23,
author = {Fabian Karl and
Ansgar Scherp},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Transformers are Short-Text Classifiers},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {103--122},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_7},
doi = {10.1007/978-3-031-40837-3\_7},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KarlS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KiesebergWTCCH23,
author = {Peter Kieseberg and
Edgar R. Weippl and
A Min Tjoa and
Federico Cabitza and
Andrea Campagner and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Controllable {AI} - An Alternative to Trustworthiness in Complex {AI}
Systems?},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {1--12},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_1},
doi = {10.1007/978-3-031-40837-3\_1},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KiesebergWTCCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LellS23,
author = {Nicolas Lell and
Ansgar Scherp},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {The Split Matters: Flat Minima Methods for Improving the Performance
of GNNs},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {200--226},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_13},
doi = {10.1007/978-3-031-40837-3\_13},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LellS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MuckeWMSHLS23,
author = {Justin M{\"{u}}cke and
Daria Waldow and
Luise Metzger and
Philipp Schauz and
Marcel Hoffmann and
Nicolas Lell and
Ansgar Scherp},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Fine-Tuning Language Models for Scientific Writing Support},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {301--318},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_18},
doi = {10.1007/978-3-031-40837-3\_18},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MuckeWMSHLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NascuBII23,
author = {Andrei Nascu and
Smaranda Belciug and
Anca{-}Maria Istrate{-}Ofiteru and
Dominic Gabriel Iliescu},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Probabilistic Framework Based on Deep Learning for Differentiating
Ultrasound Movie View Planes},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {227--238},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_14},
doi = {10.1007/978-3-031-40837-3\_14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NascuBII23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/OLearyY23,
author = {Daniel E. O'Leary and
Yangin Yoon},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Using Machine Learning to Generate a Dictionary for Environmental
Issues},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {141--154},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_9},
doi = {10.1007/978-3-031-40837-3\_9},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/OLearyY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PaliwalRGBNDTX23,
author = {Yash Paliwal and
Rajarshi Roy and
Jean{-}Rapha{\"{e}}l Gaglione and
Nasim Baharisangari and
Daniel Neider and
Xiaoming Duan and
Ufuk Topcu and
Zhe Xu},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Reinforcement Learning with Temporal-Logic-Based Causal Diagrams},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {123--140},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_8},
doi = {10.1007/978-3-031-40837-3\_8},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PaliwalRGBNDTX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PriebeKAEK23,
author = {Torsten Priebe and
Peter Kieseberg and
Alexander C. Adrowitzer and
Oliver Eigner and
Fabian Kovac},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Sustainability Effects of Robust and Resilient Artificial Intelligence},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {188--199},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_12},
doi = {10.1007/978-3-031-40837-3\_12},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PriebeKAEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SchererBS23,
author = {Johannes Scherer and
Deepayan Bhowmik and
Ansgar Scherp},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Event and Entity Extraction from Generated Video Captions},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {280--300},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_17},
doi = {10.1007/978-3-031-40837-3\_17},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SchererBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SchneebergerRCCPMH23,
author = {David Schneeberger and
Richard R{\"{o}}ttger and
Federico Cabitza and
Andrea Campagner and
Markus Plass and
Heimo M{\"{u}}ller and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {The Tower of Babel in Explainable Artificial Intelligence {(XAI)}},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {65--81},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_5},
doi = {10.1007/978-3-031-40837-3\_5},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SchneebergerRCCPMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TavolatoWotzlT23,
author = {Christina Tavolato{-}W{\"{o}}tzl and
Paul Tavolato},
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Enhancing Trust in Machine Learning Systems by Formal Methods - With
an Application to a Meteorological Problem},
booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
pages = {170--187},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3\_11},
doi = {10.1007/978-3-031-40837-3\_11},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/TavolatoWotzlT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2023,
editor = {Andreas Holzinger and
Peter Kieseberg and
Federico Cabitza and
Andrea Campagner and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14065},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40837-3},
doi = {10.1007/978-3-031-40837-3},
isbn = {978-3-031-40836-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AnderkovaB22,
author = {Viera Anderkov{\'{a}} and
Frantisek Babic},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {How to Reduce the Time Necessary for Evaluation of Tree-Based Models},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {290--305},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_19},
doi = {10.1007/978-3-031-14463-9\_19},
timestamp = {Tue, 27 Sep 2022 16:30:59 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AnderkovaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AndresVS22,
author = {Alain Andres and
Esther Villar{-}Rodriguez and
Javier Del Ser},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Evaluation Study of Intrinsic Motivation Techniques Applied to
Reinforcement Learning over Hard Exploration Environments},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {201--220},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_13},
doi = {10.1007/978-3-031-14463-9\_13},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AndresVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AngerschmidTHCZ22,
author = {Alessa Angerschmid and
Kevin Theuermann and
Andreas Holzinger and
Fang Chen and
Jianlong Zhou},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Effects of Fairness and Explanation on Trust in Ethical {AI}},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {51--67},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_4},
doi = {10.1007/978-3-031-14463-9\_4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/AngerschmidTHCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ArslanLAVLBGBK22,
author = {Yusuf Arslan and
Bertrand Lebichot and
Kevin Allix and
Lisa Veiber and
Cl{\'{e}}ment Lefebvre and
Andrey Boytsov and
Anne Goujon and
Tegawend{\'{e}} F. Bissyand{\'{e}} and
Jacques Klein},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards Refined Classifications Driven by {SHAP} Explanations},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {68--81},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_5},
doi = {10.1007/978-3-031-14463-9\_5},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ArslanLAVLBGBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BabicABVT22,
author = {Frantisek Babic and
Viera Anderkov{\'{a}} and
Zvonimir Bosnic and
Mile Volaric and
Ljiljana Trtica{-}Majnaric},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {{SECI} Model in Data-Based Procedure for the Assessment of the Frailty
State in Diabetic Patients},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {328--342},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_21},
doi = {10.1007/978-3-031-14463-9\_21},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BabicABVT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BelavadiNV22,
author = {Poornima Belavadi and
Johannes Nakayama and
Andr{\'{e}} Calero Valdez},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Visualizing Large Collections of URLs Using the Hilbert Curve},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {270--289},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_18},
doi = {10.1007/978-3-031-14463-9\_18},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BelavadiNV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CabitzaCF22,
author = {Federico Cabitza and
Andrea Campagner and
Lorenzo Famiglini},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Global Interpretable Calibration Index, a New Metric to Estimate Machine
Learning Models' Calibration},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {82--99},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_6},
doi = {10.1007/978-3-031-14463-9\_6},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CabitzaCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CabitzaCFGM22,
author = {Federico Cabitza and
Andrea Campagner and
Lorenzo Famiglini and
Enrico Gallazzi and
Giovanni Andrea La Maida},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Color Shadows (Part {I):} Exploratory Usability Evaluation of Activation
Maps in Radiological Machine Learning},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {31--50},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_3},
doi = {10.1007/978-3-031-14463-9\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CabitzaCFGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CarringtonFMJHP22,
author = {Andr{\'{e}} M. Carrington and
Paul W. Fieguth and
Franz Mayr and
Nick D. James and
Andreas Holzinger and
John W. Pickering and
Richard I. Aviv},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {The {ROC} Diagonal is Not Layperson's Chance: {A} New Baseline Shows
the Useful Area},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {100--113},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_7},
doi = {10.1007/978-3-031-14463-9\_7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/CarringtonFMJHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ChapmanHSDBBS22,
author = {Clayton Leroy Chapman and
Lars Patrick Hillebrand and
Marc Robin Stenzel and
Tobias Deu{\ss}er and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards Generating Financial Reports from Tabular Data Using Transformers},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {221--232},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_14},
doi = {10.1007/978-3-031-14463-9\_14},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ChapmanHSDBBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/EdeBWNZSL22,
author = {Sami Ede and
Serop Baghdadlian and
Leander Weber and
An Nguyen and
Dario Zanca and
Wojciech Samek and
Sebastian Lapuschkin},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explain to Not Forget: Defending Against Catastrophic Forgetting with
{XAI}},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {1--18},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_1},
doi = {10.1007/978-3-031-14463-9\_1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/EdeBWNZSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HoenigsbergerSA22,
author = {Ferdinand H{\"{o}}nigsberger and
Anna Saranti and
Alessa Angerschmid and
Carl Orge Retzlaff and
Christoph Gollob and
Sarah Witzmann and
Arne Nothdurft and
Peter Kieseberg and
Andreas Holzinger and
Karl Stampfer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction to Support Work Safety for
Smart Forest Operations},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {362--375},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_23},
doi = {10.1007/978-3-031-14463-9\_23},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HoenigsbergerSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KuribayashiKF22,
author = {Minoru Kuribayashi and
Kodai Kamakari and
Nobuo Funabiki},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Classification of Screenshot Image Captured in Online Meeting System},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {244--255},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_16},
doi = {10.1007/978-3-031-14463-9\_16},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KuribayashiKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LlugiqiM22,
author = {Majlinda Llugiqi and
Rudolf Mayer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Empirical Analysis of Synthetic-Data-Based Anomaly Detection},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {306--327},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_20},
doi = {10.1007/978-3-031-14463-9\_20},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LlugiqiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Loecher22,
author = {Markus Loecher},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Debiasing {MDI} Feature Importance and {SHAP} Values in Tree Ensembles},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {114--129},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_8},
doi = {10.1007/978-3-031-14463-9\_8},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Loecher22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LoecherLQ22,
author = {Markus Loecher and
Dingyi Lai and
Wu Qi},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Approximation of {SHAP} Values for Randomized Tree Ensembles},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {19--30},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_2},
doi = {10.1007/978-3-031-14463-9\_2},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LoecherLQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MarochkoRML22,
author = {Vladimir Marochko and
Richard Reilly and
Rachel McDonnell and
Luca Longo},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Survey on the Application of Virtual Reality in Event-Related Potential
Research},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {256--269},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_17},
doi = {10.1007/978-3-031-14463-9\_17},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MarochkoRML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MasihullahNMS22,
author = {Shaik Masihullah and
Meghana Negi and
Jose Mathew and
Jairaj Sathyanarayana},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Identifying Fraud Rings Using Domain Aware Weighted Community Detection},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {150--167},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_10},
doi = {10.1007/978-3-031-14463-9\_10},
timestamp = {Sun, 24 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/MasihullahNMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MeddebBN22,
author = {Eya Meddeb and
Christopher P. Bowers and
Lynn Nichol},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Comparing Machine Learning Correlations to Domain Experts' Causal
Knowledge: Employee Turnover Use Case},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {343--361},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_22},
doi = {10.1007/978-3-031-14463-9\_22},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MeddebBN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PedrosoSR22,
author = {Tomas Cabezon Pedroso and
Javier Del Ser and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Capabilities, Limitations and Challenges of Style Transfer with CycleGANs:
{A} Study on Automatic Ring Design Generation},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {168--187},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_11},
doi = {10.1007/978-3-031-14463-9\_11},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/PedrosoSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ReateguiBCS22,
author = {Eliseo Reategui and
Marcio Bigolin and
Michel Carniato and
Rafael Antunes dos Santos},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Evaluating the Performance of {SOBEK} Text Mining Keyword Extraction
Algorithm},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {233--243},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_15},
doi = {10.1007/978-3-031-14463-9\_15},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ReateguiBCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RosslerHBZV22,
author = {Eva R{\"{o}}ssler and
Patrick Halbach and
Laura Burbach and
Martina Ziefle and
Andr{\'{e}} Calero Valdez},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {The Influence of User Diversity on Motives and Barriers when Using
Health Apps - {A} Conjoint Investigation of the Intention-Behavior
Gap},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {130--149},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_9},
doi = {10.1007/978-3-031-14463-9\_9},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RosslerHBZV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/StrelnikoffJL22,
author = {Sasha Strelnikoff and
Aruna Jammalamadaka and
Tsai{-}Ching Lu},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Semantic Causal Abstraction for Event Prediction},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {188--200},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_12},
doi = {10.1007/978-3-031-14463-9\_12},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/StrelnikoffJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2022,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9},
doi = {10.1007/978-3-031-14463-9},
isbn = {978-3-031-14462-2},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AsherPR21,
author = {Nicholas Asher and
Soumya Paul and
Chris Russell},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Fair and Adequate Explanations},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {79--97},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_6},
doi = {10.1007/978-3-030-84060-0\_6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/AsherPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Bologna21,
author = {Guido Bologna},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Transparent Ensembles for Covid-19 Prognosis},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {351--364},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_22},
doi = {10.1007/978-3-030-84060-0\_22},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Bologna21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BonthuSP21,
author = {Sridevi Bonthu and
S. Rama Sree and
Munaga H. M. Krishna Prasad},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Text2PyCode: Machine Translation of Natural Language Intent to Python
Source Code},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {51--60},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_4},
doi = {10.1007/978-3-030-84060-0\_4},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BonthuSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BonthuSP21a,
author = {Sridevi Bonthu and
S. Rama Sree and
Munaga H. M. Krishna Prasad},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Automated Short Answer Grading Using Deep Learning: {A} Survey},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {61--78},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_5},
doi = {10.1007/978-3-030-84060-0\_5},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BonthuSP21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CampagnerCC21,
author = {Andrea Campagner and
Enrico Conte and
Federico Cabitza},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Weighted Utility: {A} Utility Metric Based on the Case-Wise Raters'
Perceptions},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {203--210},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_13},
doi = {10.1007/978-3-030-84060-0\_13},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CampagnerCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CarlevaroM21,
author = {Alberto Carlevaro and
Maurizio Mongelli},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Reliable {AI} Through {SVDD} and Rule Extraction},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {153--171},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_10},
doi = {10.1007/978-3-030-84060-0\_10},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CarlevaroM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/DarapaneniSKKRV21,
author = {Narayana Darapaneni and
Anindya Sil and
Balaji Kagiti and
S. Krishna Kumar and
N. B. Ramanathan and
S. B. VasanthaKumara and
Anwesh Reddy Paduri and
Abdul Manuf},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Deep Convolutional Neural Network {(CNN)} Design for Pathology Detection
of {COVID-19} in Chest X-Ray Images},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {211--223},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_14},
doi = {10.1007/978-3-030-84060-0\_14},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/DarapaneniSKKRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/EresheimP21,
author = {Sebastian Eresheim and
Daniel Pasterk},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Self-propagating Malware Containment via Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {35--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_3},
doi = {10.1007/978-3-030-84060-0\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/EresheimP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HolzingerWTK21,
author = {Andreas Holzinger and
Edgar R. Weippl and
A Min Tjoa and
Peter Kieseberg},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Digital Transformation for Sustainable Development Goals (SDGs) -
{A} Security, Safety and Privacy Perspective on {AI}},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {1--20},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_1},
doi = {10.1007/978-3-030-84060-0\_1},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HolzingerWTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KalehbastiNR21,
author = {Pouya Rezazadeh Kalehbasti and
Liubov Nikolenko and
Hoormazd Rezaei},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Airbnb Price Prediction Using Machine Learning and Sentiment Analysis},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {173--184},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_11},
doi = {10.1007/978-3-030-84060-0\_11},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KalehbastiNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KumovaS21,
author = {Bora I. Kumova and
Dirk Saller},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Mining Causal Hypotheses in Categorical Time Series by Iterating on
Binary Correlations},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {99--114},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_7},
doi = {10.1007/978-3-030-84060-0\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KumovaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NarteniFOVCM21,
author = {Sara Narteni and
Melissa Ferretti and
Vanessa Orani and
Ivan Vaccari and
Enrico Cambiaso and
Maurizio Mongelli},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {From Explainable to Reliable Artificial Intelligence},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {255--273},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_17},
doi = {10.1007/978-3-030-84060-0\_17},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NarteniFOVCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NikolenkoK21,
author = {Liubov Nikolenko and
Pouya Rezazadeh Kalehbasti},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {When in Doubt, Ask: Generating Answerable and Unanswerable Questions,
Unsupervised},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {21--33},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_2},
doi = {10.1007/978-3-030-84060-0\_2},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NikolenkoK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NunnariAS21,
author = {Fabrizio Nunnari and
Hasan Md Tusfiqur Alam and
Daniel Sonntag},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {225--240},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_15},
doi = {10.1007/978-3-030-84060-0\_15},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NunnariAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NunnariKS21,
author = {Fabrizio Nunnari and
Md Abdul Kadir and
Daniel Sonntag},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual
Features in Skin Cancer Images},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {241--253},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_16},
doi = {10.1007/978-3-030-84060-0\_16},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NunnariKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PetchsodS21,
author = {Atthakorn Petchsod and
Tanasai Sucontphunt},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Rice Seed Image-to-Image Translation Using Generative Adversarial
Networks to Improve Weedy Rice Image Classification},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {137--151},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_9},
doi = {10.1007/978-3-030-84060-0\_9},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PetchsodS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SharmaRKKJ21,
author = {Rajat Sharma and
Nikhil Reddy and
Vidhya Kamakshi and
Narayanan C. Krishnan and
Shweta Jain},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {{MAIRE} - {A} Model-Agnostic Interpretable Rule Extraction Procedure
for Explaining Classifiers},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {329--349},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_21},
doi = {10.1007/978-3-030-84060-0\_21},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SharmaRKKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TerblancheM21,
author = {Michelle Terblanche and
Vukosi Marivate},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards Financial Sentiment Analysis in a South African Landscape},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {185--202},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_12},
doi = {10.1007/978-3-030-84060-0\_12},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/TerblancheM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/XuWONT21,
author = {Zhe Xu and
Bo Wu and
Aditya Ojha and
Daniel Neider and
Ufuk Topcu},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Active Finite Reward Automaton Inference and Reinforcement Learning
Using Queries and Counterexamples},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {115--135},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_8},
doi = {10.1007/978-3-030-84060-0\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/XuWONT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Yao21,
author = {Yiheng Yao},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explanatory Pluralism in Explainable {AI}},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {275--292},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_18},
doi = {10.1007/978-3-030-84060-0\_18},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Yao21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/YasodharaAHS21,
author = {Angeline Yasodhara and
Azin Asgarian and
Diego Huang and
Parinaz Sobhani},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On the Trustworthiness of Tree Ensemble Explainability Methods},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {293--308},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_19},
doi = {10.1007/978-3-030-84060-0\_19},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/YasodharaAHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ZengSLCL21,
author = {Xianlong Zeng and
Fanghao Song and
Zhongen Li and
Krerkkiat Chusap and
Chang Liu},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Human-in-the-Loop Model Explanation via Verbatim Boundary Identification
in Generated Neighborhoods},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {309--327},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_20},
doi = {10.1007/978-3-030-84060-0\_20},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ZengSLCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2021,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0},
doi = {10.1007/978-3-030-84060-0},
isbn = {978-3-030-84059-4},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AgombarLS20,
author = {Rhys Agombar and
Max L{\"{u}}bbering and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Clustering Backed Deep Learning Approach for Document Layout Analysis},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {423--430},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_23},
doi = {10.1007/978-3-030-57321-8\_23},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AgombarLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AnjomshoaaC20,
author = {Amin Anjomshoaa and
Edward Curry},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Inter-space Machine Learning in Smart Environments},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {535--549},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_30},
doi = {10.1007/978-3-030-57321-8\_30},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AnjomshoaaC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BemarisikaT20,
author = {Parfait Bemarisika and
Andr{\'{e}} Totohasina},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Efficient Method for Mining Informative Association Rules in Knowledge
Extraction},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {227--247},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_13},
doi = {10.1007/978-3-030-57321-8\_13},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BemarisikaT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CampagnerC20,
author = {Andrea Campagner and
Federico Cabitza},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Back to the Feature: {A} Neural-Symbolic Perspective on Explainable
{AI}},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {39--55},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_3},
doi = {10.1007/978-3-030-57321-8\_3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CampagnerC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CirqueiraNHB20,
author = {Douglas Cirqueira and
Dietmar Nedbal and
Markus Helfert and
Marija Bezbradica},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Scenario-Based Requirements Elicitation for User-Centric Explainable
{AI} - {A} Case in Fraud Detection},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {321--341},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_18},
doi = {10.1007/978-3-030-57321-8\_18},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/CirqueiraNHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ColemanCYD20,
author = {William Coleman and
Charlie Cullen and
Ming Yan and
Sarah Jane Delany},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Active Learning for Auditory Hierarchy},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {365--384},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_20},
doi = {10.1007/978-3-030-57321-8\_20},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ColemanCYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Corcoran20,
author = {Padraig Corcoran},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Function Space Pooling for Graph Convolutional Networks},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {473--483},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_26},
doi = {10.1007/978-3-030-57321-8\_26},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Corcoran20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FelsbergerACMTK20,
author = {Lukas Felsberger and
Andrea Apollonio and
Thomas Cartier{-}Michaud and
Andreas M{\"{u}}ller and
Benjamin Todd and
Dieter Kranzlm{\"{u}}ller},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explainable Deep Learning for Fault Prognostics in Complex Systems:
{A} Particle Accelerator Use-Case},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {139--158},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_8},
doi = {10.1007/978-3-030-57321-8\_8},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/FelsbergerACMTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FischerEGRSZM20,
author = {Lukas Fischer and
Lisa Ehrlinger and
Verena Geist and
Rudolf Ramler and
Florian Sobieczky and
Werner Zellinger and
Bernhard Moser},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Applying {AI} in Practice: Key Challenges and Lessons Learned},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {451--471},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_25},
doi = {10.1007/978-3-030-57321-8\_25},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/FischerEGRSZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HillebrandBBS20,
author = {Lars Patrick Hillebrand and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic
{DEDICOM}},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {401--422},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_22},
doi = {10.1007/978-3-030-57321-8\_22},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HillebrandBBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KaranikaOKA20,
author = {Anna Karanika and
Panagiotis Oikonomou and
Kostas Kolomvatsos and
Christos Anagnostopoulos},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Ensemble Interpretable Machine Learning Scheme for Securing Data
Quality at the Edge},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {517--534},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_29},
doi = {10.1007/978-3-030-57321-8\_29},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KaranikaOKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LiS20,
author = {Xiaoxiao Li and
Jo{\~{a}}o Sa{\'{u}}de},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explain Graph Neural Networks to Understand Weighted Graph Features
in Node Classification},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {57--76},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_4},
doi = {10.1007/978-3-030-57321-8\_4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/LiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LongoGLKH20,
author = {Luca Longo and
Randy Goebel and
Freddy L{\'{e}}cu{\'{e}} and
Peter Kieseberg and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explainable Artificial Intelligence: Concepts, Applications, Research
Challenges and Visions},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {1--16},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_1},
doi = {10.1007/978-3-030-57321-8\_1},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LongoGLKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LynY20,
author = {Jiawen Lyn and
Sen Yan},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Non-local Second-Order Attention Network for Single Image Super Resolution},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {267--279},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_15},
doi = {10.1007/978-3-030-57321-8\_15},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LynY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MarivateS20,
author = {Vukosi Marivate and
Tshephisho Sefara},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Improving Short Text Classification Through Global Augmentation Methods},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {385--399},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_21},
doi = {10.1007/978-3-030-57321-8\_21},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MarivateS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MayrVY20,
author = {Franz Mayr and
Ramiro Visca and
Sergio Yovine},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent
Neural Networks},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {343--363},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_19},
doi = {10.1007/978-3-030-57321-8\_19},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/MayrVY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MercorioMS20,
author = {Fabio Mercorio and
Mario Mezzanzanica and
Andrea Seveso},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {eXDiL: {A} Tool for Classifying and eXplaining Hospital Discharge
Letters},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {159--172},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_9},
doi = {10.1007/978-3-030-57321-8\_9},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MercorioMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MerrickT20,
author = {Luke Merrick and
Ankur Taly},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {The Explanation Game: Explaining Machine Learning Models Using Shapley
Values},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {17--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_2},
doi = {10.1007/978-3-030-57321-8\_2},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MerrickT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NunnariBES20,
author = {Fabrizio Nunnari and
Chirag Bhuvaneshwara and
Abraham Obinwanne Ezema and
Daniel Sonntag},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Study on the Fusion of Pixels and Patient Metadata in CNN-Based
Classification of Skin Lesion Images},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {191--208},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_11},
doi = {10.1007/978-3-030-57321-8\_11},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NunnariBES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Pinto-OrellanaH20,
author = {Marco Antonio Pinto{-}Orellana and
Hugo Lewi Hammer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Analysis of Optical Brain Signals Using Connectivity Graph Networks},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {485--497},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_27},
doi = {10.1007/978-3-030-57321-8\_27},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Pinto-OrellanaH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PuiuttaV20,
author = {Erika Puiutta and
Eric M. S. P. Veith},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explainable Reinforcement Learning: {A} Survey},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {77--95},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_5},
doi = {10.1007/978-3-030-57321-8\_5},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PuiuttaV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RedelmeierJA20,
author = {Annabelle Redelmeier and
Martin Jullum and
Kjersti Aas},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explaining Predictive Models with Mixed Features Using Shapley Values
and Conditional Inference Trees},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {117--137},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_7},
doi = {10.1007/978-3-030-57321-8\_7},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RedelmeierJA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RokosnaBTP20,
author = {Judita Rokosn{\'{a}} and
Frantisek Babic and
Ljiljana Trtica{-}Majnaric and
Ludmila Pusztov{\'{a}}},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Cooperation Between Data Analysts and Medical Experts: {A} Case Study},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {173--190},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_10},
doi = {10.1007/978-3-030-57321-8\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RokosnaBTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SamuelAR20,
author = {Sanjay Sekar Samuel and
Nik Nailah Binti Abdullah and
Anil Raj},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Interpretation of {SVM} Using Data Mining Technique to Extract Syllogistic
Rules - Exploring the Notion of Explainable {AI} in Diagnosing {CAD}},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {249--266},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_14},
doi = {10.1007/978-3-030-57321-8\_14},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SamuelAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SarantiTEH20,
author = {Anna Saranti and
Behnam Taraghi and
Martin Ebner and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Property-Based Testing for Parameter Learning of Probabilistic Graphical
Models},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {499--515},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_28},
doi = {10.1007/978-3-030-57321-8\_28},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SchmidtB20,
author = {Philipp Schmidt and
Felix Bie{\ss}mann},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and
Transparency on Algorithmic Bias},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {431--449},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_24},
doi = {10.1007/978-3-030-57321-8\_24},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SchmidtB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SchneebergerSH20,
author = {David Schneeberger and
Karl St{\"{o}}ger and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {The European Legal Framework for Medical {AI}},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {209--226},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_12},
doi = {10.1007/978-3-030-57321-8\_12},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SchneebergerSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SimonV20,
author = {Grah Simon and
Thouvenot Vincent},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Projected Stochastic Gradient Algorithm for Estimating Shapley Value
Applied in Attribute Importance},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {97--115},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_6},
doi = {10.1007/978-3-030-57321-8\_6},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SimonV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TeuffenbachPS20,
author = {Martin Teuffenbach and
Ewa Piatkowska and
Paul Smith},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Subverting Network Intrusion Detection: Crafting Adversarial Examples
Accounting for Domain-Specific Constraints},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {301--320},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_17},
doi = {10.1007/978-3-030-57321-8\_17},
timestamp = {Sat, 06 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/TeuffenbachPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TheisslerVBMF20,
author = {Andreas Theissler and
Simon Vollert and
Patrick Benz and
Laurentius Antonius Meerhoff and
Marc Fernandes},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate
and Compare Multi-class Classifiers},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {281--300},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_16},
doi = {10.1007/978-3-030-57321-8\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/TheisslerVBMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2020,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8},
doi = {10.1007/978-3-030-57321-8},
isbn = {978-3-030-57320-1},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BabicTBH19,
author = {Frantisek Babic and
Ljiljana Trtica{-}Majnaric and
Sanja Bekic and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning for Family Doctors: {A} Case of Cluster Analysis
for Studying Aging Associated Comorbidities and Frailty},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {178--194},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_12},
doi = {10.1007/978-3-030-29726-8\_12},
timestamp = {Tue, 29 Dec 2020 18:40:27 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/BabicTBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BertoglioLZ19,
author = {Nicola Bertoglio and
Gianfranco Lamperti and
Marina Zanella},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Temporal Diagnosis of Discrete-Event Systems with Dual Knowledge Compilation},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {333--352},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_21},
doi = {10.1007/978-3-030-29726-8\_21},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BertoglioLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Blanco-Justicia19,
author = {Alberto Blanco{-}Justicia and
Josep Domingo{-}Ferrer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning Explainability Through Comprehensible Decision Trees},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {15--26},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_2},
doi = {10.1007/978-3-030-29726-8\_2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/Blanco-Justicia19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BlaserB19,
author = {Nello Blaser and
Morten Brun},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Sparse Nerves in Practice},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {272--284},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_17},
doi = {10.1007/978-3-030-29726-8\_17},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BlaserB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CabitzaCC19,
author = {Federico Cabitza and
Andrea Campagner and
Davide Ciucci},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {New Frontiers in Explainable {AI:} Understanding the {GI} to Interpret
the {GO}},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {27--47},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_3},
doi = {10.1007/978-3-030-29726-8\_3},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/CabitzaCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CroftS019,
author = {William L. Croft and
J{\"{o}}rg{-}R{\"{u}}diger Sack and
Wei Shi},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Differentially Private Obfuscation of Facial Images},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {229--249},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_15},
doi = {10.1007/978-3-030-29726-8\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CroftS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Freitas19,
author = {Alex Alves Freitas},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Automated Machine Learning for Studying the Trade-Off Between Predictive
Accuracy and Interpretability},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {48--66},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_4},
doi = {10.1007/978-3-030-29726-8\_4},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Freitas19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HolzingerKM19,
author = {Andreas Holzinger and
Michael D. Kickmeier{-}Rust and
Heimo M{\"{u}}ller},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {{KANDINSKY} Patterns as IQ-Test for Machine Learning},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {1--14},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_1},
doi = {10.1007/978-3-030-29726-8\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HolzingerKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/IravaniC19,
author = {Sahar Iravani and
Tim O. F. Conrad},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Deep Learning for Proteomics Data for Feature Selection and Classification},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {301--316},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_19},
doi = {10.1007/978-3-030-29726-8\_19},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/IravaniC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KouchakG19,
author = {Shokoufeh Monjezi Kouchak and
Ashraf Gaffar},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Estimating the Driver Status Using Long Short Term Memory},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {67--77},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_5},
doi = {10.1007/978-3-030-29726-8\_5},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/KouchakG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LiangKWA19,
author = {Xing Liang and
Epaminondas Kapetanios and
Bencie Woll and
Anastassia Angelopoulou},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Real Time Hand Movement Trajectory Tracking for Enhancing Dementia
Screening in Ageing Deaf Signers of British Sign Language},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {377--394},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_24},
doi = {10.1007/978-3-030-29726-8\_24},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LiangKWA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PrieschlGK19,
author = {Stefan Prieschl and
Dominic Girardi and
Gabriel Kronberger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Using Ontologies to Express Prior Knowledge for Genetic Programming},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {362--376},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_23},
doi = {10.1007/978-3-030-29726-8\_23},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PrieschlGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PusztovaBPP19,
author = {Ludmila Pusztov{\'{a}} and
Frantisek Babic and
J{\'{a}}n Paralic and
Zuzana Paralicov{\'{a}}},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {How to Improve the Adaptation Phase of the {CBR} in the Medical Domain},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {168--177},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_11},
doi = {10.1007/978-3-030-29726-8\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PusztovaBPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RahimPAH19,
author = {Sarni Suhaila Rahim and
Vasile Palade and
Ibrahim Almakky and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images
Using Deep Learning and Image Augmentation},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {114--127},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_8},
doi = {10.1007/978-3-030-29726-8\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RahimPAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RehmanEM19,
author = {Huma Rehman and
Andreas Ekelhart and
Rudolf Mayer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Backdoor Attacks in Neural Networks - {A} Systematic Evaluation on
Multiple Traffic Sign Datasets},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {285--300},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_18},
doi = {10.1007/978-3-030-29726-8\_18},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RehmanEM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SarantiTEH19,
author = {Anna Saranti and
Behnam Taraghi and
Martin Ebner and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Insights into Learning Competence Through Probabilistic Graphical
Models},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {250--271},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_16},
doi = {10.1007/978-3-030-29726-8\_16},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SarcevicM19,
author = {Tanja Sarcevic and
Rudolf Mayer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Evaluation on Robustness and Utility of Fingerprinting Schemes},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {209--228},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_14},
doi = {10.1007/978-3-030-29726-8\_14},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SarcevicM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SiebertSS19,
author = {Sophie Siebert and
Claudia Schon and
Frieder Stolzenburg},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Commonsense Reasoning Using Theorem Proving and Machine Learning},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {395--413},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_25},
doi = {10.1007/978-3-030-29726-8\_25},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SiebertSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SimosGKKK19,
author = {Dimitris E. Simos and
Bernhard Garn and
Ludwig Kampel and
D. Richard Kuhn and
Raghu N. Kacker},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors
by Means of Combinatorial Coverage Measurement},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {195--208},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_13},
doi = {10.1007/978-3-030-29726-8\_13},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SimosGKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TangE19,
author = {Haitao Tang and
Pauliina Eratuuli},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Package and Classify Wireless Product Features to Their Sales Items
and Categories Automatically},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {317--332},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_20},
doi = {10.1007/978-3-030-29726-8\_20},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/TangE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/VermaJRM19,
author = {Ghanshyam Verma and
Alokkumar Jha and
Dietrich Rebholz{-}Schuhmann and
Michael G. Madden},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Ranked {MSD:} {A} New Feature Ranking and Feature Selection Approach
for Biomarker Identification},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {147--167},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_10},
doi = {10.1007/978-3-030-29726-8\_10},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/VermaJRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/VoogdHVHL19,
author = {Jeroen Voogd and
Paolo de Heer and
Kim Veltman and
Patrick Hanckmann and
Jeroen van Lith},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Using Relational Concept Networks for Explainable Decision Support},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {78--93},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_6},
doi = {10.1007/978-3-030-29726-8\_6},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/VoogdHVHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/WartnerWGFS19,
author = {Sandra Wartner and
Manuela Wiesinger{-}Widi and
Dominic Girardi and
Dieter Furthner and
Klaus Schmitt},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration
- An Application to Principal Component Analysis},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {128--146},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_9},
doi = {10.1007/978-3-030-29726-8\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/WartnerWGFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/WestphalLG19,
author = {Florian Westphal and
Niklas Lavesson and
H{\aa}kan Grahn},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Case for Guided Machine Learning},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {353--361},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_22},
doi = {10.1007/978-3-030-29726-8\_22},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/WestphalLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ZhouHLYC19,
author = {Jianlong Zhou and
Huaiwen Hu and
Zhidong Li and
Kun Yu and
Fang Chen},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Physiological Indicators for User Trust in Machine Learning with Influence
Enhanced Fact-Checking},
booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
pages = {94--113},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8\_7},
doi = {10.1007/978-3-030-29726-8\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ZhouHLYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2019,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11713},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29726-8},
doi = {10.1007/978-3-030-29726-8},
isbn = {978-3-030-29725-1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AbdollahpouriRM18,
author = {Alireza Abdollahpouri and
Shadi Rahimi and
Shahnaz Mohammadi Majd and
Chiman Salavati},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Modified Particle Swarm Optimization Algorithm for Community Detection
in Complex Networks},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {11--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_2},
doi = {10.1007/978-3-319-99740-7\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AbdollahpouriRM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AlaybaPEI18,
author = {Abdulaziz M. Alayba and
Vasile Palade and
Matthew England and
Rahat Iqbal},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Combined {CNN} and {LSTM} Model for Arabic Sentiment Analysis},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {179--191},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_12},
doi = {10.1007/978-3-319-99740-7\_12},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/AlaybaPEI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AngeliFMT18,
author = {Alessia Angeli and
Massimo Ferri and
Eleonora Monti and
Ivan Tomba},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Shortened Persistent Homology for a Biomedical Retrieval System with
Relevance Feedback},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {282--292},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_20},
doi = {10.1007/978-3-319-99740-7\_20},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AngeliFMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/BemarisikaRT18,
author = {Parfait Bemarisika and
Harrimann Ramanantsoa and
Andr{\'{e}} Totohasina},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {An Efficient Approach for Extraction Positive and Negative Association
Rules from Big Data},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {79--97},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_6},
doi = {10.1007/978-3-319-99740-7\_6},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/BemarisikaRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Bologna18,
author = {Guido Bologna},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Rule Extraction Study Based on a Convolutional Neural Network},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {304--313},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_22},
doi = {10.1007/978-3-319-99740-7\_22},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/Bologna18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Boytcheva18,
author = {Svetla Boytcheva},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Clinical Text Mining for Context Sequences Identification},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {223--236},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_15},
doi = {10.1007/978-3-319-99740-7\_15},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Boytcheva18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CamporesiFQ18,
author = {Francesco Camporesi and
Patrizio Frosini and
Nicola Quercioli},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On a New Method to Build Group Equivariant Operators by Means of Permutants},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {265--272},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_18},
doi = {10.1007/978-3-319-99740-7\_18},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CamporesiFQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CarringtonFC18,
author = {Andr{\'{e}} M. Carrington and
Paul W. Fieguth and
Helen H. Chen},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Measures of Model Interpretability for Model Selection},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {329--349},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_24},
doi = {10.1007/978-3-319-99740-7\_24},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CarringtonFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CepedaRDORCG18,
author = {C{\'{a}}tia Cepeda and
Jo{\~{a}}o Rodrigues and
Maria Camila Dias and
Diogo Oliveira and
Dina Rindlisbacher and
Marcus Cheetham and
Hugo Gamboa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Mouse Tracking Measures and Movement Patterns with Application for
Online Surveys},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {28--42},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_3},
doi = {10.1007/978-3-319-99740-7\_3},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/CepedaRDORCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ChanderS18,
author = {Ajay Chander and
Ramya Srinivasan},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Evaluating Explanations by Cognitive Value},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {314--328},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_23},
doi = {10.1007/978-3-319-99740-7\_23},
timestamp = {Sun, 07 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ChanderS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/DingliBSM18,
author = {Alexiei Dingli and
Mark Bugeja and
Dylan Seychell and
Simon Mercieca},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Recognition of Handwritten Characters Using Google Fonts and Freeman
Chain Codes},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {65--78},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_5},
doi = {10.1007/978-3-319-99740-7\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/DingliBSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FelsbergerKT18,
author = {Lukas Felsberger and
Dieter Kranzlm{\"{u}}ller and
Benjamin Todd},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Field-Reliability Predictions Based on Statistical System Lifecycle
Models},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {98--117},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_7},
doi = {10.1007/978-3-319-99740-7\_7},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/FelsbergerKT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/GilmanovKTY18,
author = {Rustem R. Gilmanov and
Alexander V. Kalyuzhnyuk and
Iskander A. Taimanov and
Andrey A. Yakovlev},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Topological Characteristics of Digital Models of Geological Core},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {273--281},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_19},
doi = {10.1007/978-3-319-99740-7\_19},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/GilmanovKTY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/GoebelCHLASKH18,
author = {Randy Goebel and
Ajay Chander and
Katharina Holzinger and
Freddy L{\'{e}}cu{\'{e}} and
Zeynep Akata and
Simone Stumpf and
Peter Kieseberg and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Explainable {AI:} The New 42?},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {295--303},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_21},
doi = {10.1007/978-3-319-99740-7\_21},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/GoebelCHLASKH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HeinzDR18,
author = {Mario Heinz and
Hitesh Dhiman and
Carsten R{\"{o}}cker},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Multi-device Assistive System for Industrial Maintenance Operations},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {239--247},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_16},
doi = {10.1007/978-3-319-99740-7\_16},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HeinzDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HeinzR18,
author = {Mario Heinz and
Carsten R{\"{o}}cker},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Feedback Presentation for Workers in Industrial Environments - Challenges
and Opportunities},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {248--261},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_17},
doi = {10.1007/978-3-319-99740-7\_17},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HeinzR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HolzingerKWT18,
author = {Andreas Holzinger and
Peter Kieseberg and
Edgar R. Weippl and
A Min Tjoa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Current Advances, Trends and Challenges of Machine Learning and Knowledge
Extraction: From Machine Learning to Explainable {AI}},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {1--8},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_1},
doi = {10.1007/978-3-319-99740-7\_1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HolzingerKWT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/JohannssenB18,
author = {Dirk Johann{\ss}en and
Chris Biemann},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Between the Lines: Machine Learning for Prediction of Psychological
Traits - {A} Survey},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {192--211},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_13},
doi = {10.1007/978-3-319-99740-7\_13},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/JohannssenB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/LampertiZZ18,
author = {Gianfranco Lamperti and
Marina Zanella and
Xiangfu Zhao},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Knowledge Compilation Techniques for Model-Based Diagnosis of Complex
Active Systems},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {43--64},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_4},
doi = {10.1007/978-3-319-99740-7\_4},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/LampertiZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MayrY18,
author = {Franz Mayr and
Sergio Yovine},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Regular Inference on Artificial Neural Networks},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {350--369},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_25},
doi = {10.1007/978-3-319-99740-7\_25},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/MayrY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/Moreno-Sandoval18,
author = {Luis G. Moreno{-}Sandoval and
Carolina S{\'{a}}nchez{-}Barriga and
Katherine Esp{\'{\i}}ndola Buitrago and
Alexandra Pomares Quimbaya and
Juan Carlos Garcia},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Spanish Twitter Data Used as a Source of Information About Consumer
Food Choice},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {134--146},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_9},
doi = {10.1007/978-3-319-99740-7\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/Moreno-Sandoval18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RadhakrishnanBM18,
author = {Sreedhar Radhakrishnan and
Varun Bharadwaj and
Varun Manjunath and
Ramamoorthy Srinath},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Creative Intelligence - Automating Car Design Studio with Generative
Adversarial Networks {(GAN)}},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {160--175},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_11},
doi = {10.1007/978-3-319-99740-7\_11},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RadhakrishnanBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RuppertHSGRKB18,
author = {Eugen Ruppert and
Dirk Hartung and
Phillip Sittig and
Tjorben Gschwander and
Lennart R{\"{o}}nneburg and
Tobias Killing and
Chris Biemann},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {LawStats - Large-Scale German Court Decision Evaluation Using Web
Service Classifiers},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {212--222},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_14},
doi = {10.1007/978-3-319-99740-7\_14},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/RuppertHSGRKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SotirakouGHM18,
author = {Catherine Sotirakou and
Panagiotis Germanakos and
Andreas Holzinger and
Constantinos Mourlas},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Feedback Matters! Predicting the Appreciation of Online Articles {A}
Data-Driven Approach},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {147--159},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_10},
doi = {10.1007/978-3-319-99740-7\_10},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SotirakouGHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TimofeyevC18,
author = {Andrey Timofeyev and
Ben Choi},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Building a Knowledge Based Summarization System for Text Data Mining},
booktitle = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
pages = {118--133},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7\_8},
doi = {10.1007/978-3-319-99740-7\_8},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/TimofeyevC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2018,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - Second {IFIP} {TC} 5,
{TC} 8/WG 8.4, 8.9, {TC} 12/WG 12.9 International Cross-Domain Conference,
{CD-MAKE} 2018, Hamburg, Germany, August 27-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11015},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99740-7},
doi = {10.1007/978-3-319-99740-7},
isbn = {978-3-319-99739-1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AhmadiSG17,
author = {Mansour Ahmadi and
Angelo Sotgiu and
Giorgio Giacinto},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware
on Android Devices},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {137--154},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_10},
doi = {10.1007/978-3-319-66808-6\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AhmadiSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ButtnerWHNR17,
author = {Sebastian B{\"{u}}ttner and
Paul Wunderlich and
Mario Heinz and
Oliver Niggemann and
Carsten R{\"{o}}cker},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Managing Complexity: Towards Intelligent Error-Handling Assistance
Trough Interactive Alarm Flood Reduction},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {69--82},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_6},
doi = {10.1007/978-3-319-66808-6\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ButtnerWHNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/CaropreseZ17,
author = {Luciano Caroprese and
Ester Zumpano},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Declarative Semantics for {P2P} Systems},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {315--329},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_21},
doi = {10.1007/978-3-319-66808-6\_21},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/CaropreseZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ClairetL17,
author = {Nadia Clairet and
Mathieu Lafourcade},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards the Automatic Detection of Nutritional Incompatibilities Based
on Recipe Titles},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {346--366},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_23},
doi = {10.1007/978-3-319-66808-6\_23},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ClairetL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FellmannRBMR17,
author = {Michael Fellmann and
Sebastian Robert and
Sebastian B{\"{u}}ttner and
Henrik Mucha and
Carsten R{\"{o}}cker},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards a Framework for Assistance Systems to Support Work Processes
in Smart Factories},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {59--68},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_5},
doi = {10.1007/978-3-319-66808-6\_5},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/FellmannRBMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FerreyraMH17,
author = {Nicol{\'{a}}s E. D{\'{\i}}az Ferreyra and
Rene Meis and
Maritta Heisel},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Online Self-disclosure: From Users' Regrets to Instructional Awareness},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {83--102},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_7},
doi = {10.1007/978-3-319-66808-6\_7},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/FerreyraMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/FrosiniQ17,
author = {Patrizio Frosini and
Nicola Quercioli},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Some Remarks on the Algebraic Properties of Group Invariant Operators
in Persistent Homology},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {14--24},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_2},
doi = {10.1007/978-3-319-66808-6\_2},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/FrosiniQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/IglesiasBAZ17,
author = {F{\'{e}}lix Iglesias and
Valentin Bernhardt and
Robert Annessi and
Tanja Zseby},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Decision Tree Rule Induction for Detecting Covert Timing Channels
in {TCP/IP} Traffic},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {105--122},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_8},
doi = {10.1007/978-3-319-66808-6\_8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/IglesiasBAZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/KonigJRB17,
author = {Rikard K{\"{o}}nig and
Ulf Johansson and
Maria Riveiro and
Peter Brattberg},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Modeling Golf Player Skill Using Machine Learning},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {275--294},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_19},
doi = {10.1007/978-3-319-66808-6\_19},
timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/KonigJRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MalleGKH17,
author = {Bernd Malle and
Nicola Giuliani and
Peter Kieseberg and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {The More the Merrier - Federated Learning from Local Sphere Recommendations},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {367--373},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_24},
doi = {10.1007/978-3-319-66808-6\_24},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MalleGKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MalleKH17,
author = {Bernd Malle and
Peter Kieseberg and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {{DO} {NOT} DISTURB? Classifier Behavior on Perturbed Datasets},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {155--173},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_11},
doi = {10.1007/978-3-319-66808-6\_11},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MalleKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MatkovicAJH17,
author = {Kresimir Matkovic and
Hrvoje Abraham and
Mario Jelovic and
Helwig Hauser},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Quantitative Externalization of Visual Data Analysis Results Using
Local Regression Models},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {199--218},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_14},
doi = {10.1007/978-3-319-66808-6\_14},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/MatkovicAJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MicheORHAL17,
author = {Yoan Miche and
Ian Oliver and
Wei Ren and
Silke Holtmanns and
Anton Akusok and
Amaury Lendasse},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Practical Estimation of Mutual Information on Non-Euclidean Spaces},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {123--136},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_9},
doi = {10.1007/978-3-319-66808-6\_9},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MicheORHAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NagrechaTFC17,
author = {Saurabh Nagrecha and
Pamela Bilo Thomas and
Keith Feldman and
Nitesh V. Chawla},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Predicting Chronic Heart Failure Using Diagnoses Graphs},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {295--312},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_20},
doi = {10.1007/978-3-319-66808-6\_20},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NagrechaTFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/PetzWN17,
author = {Gerald Petz and
Werner Wetzlinger and
Dietmar Nedbal},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Improving Language-Dependent Named Entity Detection},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {330--345},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_22},
doi = {10.1007/978-3-319-66808-6\_22},
timestamp = {Thu, 21 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/PetzWN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RahdariAB17,
author = {Behnam Rahdari and
Tahereh Arabghalizi and
Marco Brambilla},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Analysis of Online User Behaviour for Art and Culture Events},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {219--236},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_15},
doi = {10.1007/978-3-319-66808-6\_15},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RahdariAB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RenMOHBL17,
author = {Wei Ren and
Yoan Miche and
Ian Oliver and
Silke Holtmanns and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {3--13},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_1},
doi = {10.1007/978-3-319-66808-6\_1},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/RenMOHBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SchlottererSG17,
author = {J{\"{o}}rg Schl{\"{o}}tterer and
Christin Seifert and
Michael Granitzer},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On Joint Representation Learning of Network Structure and Document
Content},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {237--251},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_16},
doi = {10.1007/978-3-319-66808-6\_16},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/SchlottererSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ShanC17,
author = {Shubing Shan and
Buyang Cao},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Short-Term Forecast Approach of Public Buildings' Power Demands
upon Multi-source Data},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {174--188},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_12},
doi = {10.1007/978-3-319-66808-6\_12},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ShanC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SinghKHH17,
author = {Deepika Singh and
Johannes Kropf and
Sten Hanke and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Ambient Assisted Living Technologies from the Perspectives of Older
People and Professionals},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {255--266},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_17},
doi = {10.1007/978-3-319-66808-6\_17},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SinghKHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SinghMPKHGH17,
author = {Deepika Singh and
Erinc Merdivan and
Ismini Psychoula and
Johannes Kropf and
Sten Hanke and
Matthieu Geist and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Human Activity Recognition Using Recurrent Neural Networks},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {267--274},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_18},
doi = {10.1007/978-3-319-66808-6\_18},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SinghMPKHGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SoberlKS17,
author = {Domen Soberl and
Neza Mramor{-}Kosta and
Primoz Skraba},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Decentralized Computation of Homology in Wireless Sensor Networks
Using Spanning Trees},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {25--40},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_3},
doi = {10.1007/978-3-319-66808-6\_3},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SoberlKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/TurkayLH17,
author = {Cagatay Turkay and
Robert S. Laramee and
Andreas Holzinger},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On the Challenges and Opportunities in Visualization for Machine Learning
and Knowledge Extraction: {A} Research Agenda},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {191--198},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_13},
doi = {10.1007/978-3-319-66808-6\_13},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/TurkayLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ZhaoL17,
author = {Jitong Zhao and
Yan Liu},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Detecting and Ranking {API} Usage Pattern in Large Source Code Repository:
{A} {LFM} Based Approach},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {41--56},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_4},
doi = {10.1007/978-3-319-66808-6\_4},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ZhaoL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdmake/2017,
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6},
doi = {10.1007/978-3-319-66808-6},
isbn = {978-3-319-66807-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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