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@inproceedings{DBLP:conf/sds2/AmirshahiKRB23, author = {Alireza Amirshahi and Nicolas Kirsch and Jonathan Reymond and Saleh Baghersalimi}, title = {Predicting Survey Response with Quotation-based Modeling: {A} Case Study on Favorability towards the United States}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {1--8}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00008}, doi = {10.1109/SDS57534.2023.00008}, timestamp = {Mon, 14 Aug 2023 15:37:28 +0200}, biburl = {https://dblp.org/rec/conf/sds2/AmirshahiKRB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BaumerMHDWS23, author = {Janik Baumer and Nando Metzger and Elisabeth D. Hafner and Rodrigo Caye Daudt and Jan Dirk Wegner and Konrad Schindler}, title = {Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {77--84}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00018}, doi = {10.1109/SDS57534.2023.00018}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BaumerMHDWS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/CuzzocreaQHS23, author = {Alfredo Cuzzocrea and Miguel Quebrado and Abderraouf Hafsaoui and Edoardo Serra}, title = {A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {34--41}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00012}, doi = {10.1109/SDS57534.2023.00012}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/CuzzocreaQHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/DierickxL23, author = {Laurence Dierickx and Carl{-}Gustav Linden}, title = {Fine-Tuning Languages: Epistemological Foundations for Ethical {AI} in Journalism}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {42--49}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00013}, doi = {10.1109/SDS57534.2023.00013}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/DierickxL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/EmbergerBBSHTKS23, author = {Raphael Emberger and Jens Michael Boss and Daniel Baumann and Marko Seric and Shufan Huo and Lukas Tuggener and Emanuela Keller and Thilo Stadelmann}, title = {Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {85--88}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00019}, doi = {10.1109/SDS57534.2023.00019}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/EmbergerBBSHTKS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/EmmeneggerEP23, author = {Solange Emmenegger and Matthias Egli and Marc Pouly}, title = {Mastering Fencing Techniques with Machine Learning: {A} Video-Based Classification and Correction System}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {120--127}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00025}, doi = {10.1109/SDS57534.2023.00025}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/EmmeneggerEP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GaoG23, author = {Lei Gao and Ling Guan}, title = {A Deep Discriminant Fractional-order Canonical Correlation Analysis For Information Fusion}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {58--65}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00015}, doi = {10.1109/SDS57534.2023.00015}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GaoG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GriesserRKL23, author = {Simone E. Griesser and Adriana Ricklin and Remo K{\"{a}}lin and Guang Lu}, title = {Assessing polarisation in brand-related comments on three Swiss online media portals with Natural Language Processing}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {128--135}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00026}, doi = {10.1109/SDS57534.2023.00026}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GriesserRKL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HartmannMHMS23, author = {Julia Hartmann and Peter Maloca and C{\'{e}}dric Huwyler and Martin Melchior and Susanne Suter}, title = {Comparative Deep Learning Architectures to Detect Tiny Features in Ophthalmic Imaging}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {112--119}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00024}, doi = {10.1109/SDS57534.2023.00024}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HartmannMHMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HemilaR23, author = {Mahmoud Hemila and Heiko R{\"{o}}lke}, title = {Recommendation System for Journals based on ELMo and Deep Learning}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {97--103}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00021}, doi = {10.1109/SDS57534.2023.00021}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HemilaR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HuberPC23, author = {Lilach Goren Huber and Thomas Palm{\'{e}} and Manuel Arias Chao}, title = {Physics-Informed Machine Learning for Predictive Maintenance: Applied Use-Cases}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {66--72}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00016}, doi = {10.1109/SDS57534.2023.00016}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HuberPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/IglesiasGNMB23, author = {Cristovao Freitas Iglesias Jr. and Rongchen Guo and Pedro Nucci and Claudio Miceli and Miodrag Bolic}, title = {Automated Extraction of IoT Critical Objects from IoT Storylines, Requirements and User Stories via {NLP}}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {104--107}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00022}, doi = {10.1109/SDS57534.2023.00022}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/IglesiasGNMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/LuleyDYSS23, author = {Paul{-}Philipp Luley and Jan M. Deriu and Peng Yan and Gerrit A. Schatte and Thilo Stadelmann}, title = {From Concept to Implementation: The Data-Centric Development Process for {AI} in Industry}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {73--76}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00017}, doi = {10.1109/SDS57534.2023.00017}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/LuleyDYSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/MarxerRAH23, author = {Curdin Marxer and Heiko R{\"{o}}lke and Alex Alfieri and Marc Eric Halatsch}, title = {Case Study: Natural Language Processing {(NLP)} with Open Data for Drug Repositioning in Glioblastoma Therapy}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {9--16}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00009}, doi = {10.1109/SDS57534.2023.00009}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/MarxerRAH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/RoibuASSNL23, author = {Andrei Claudiu Roibu and Stanislaw Adaszewski and Torsten Schindler and Stephen M. Smith and Ana I. L. Namburete and Frederik J. Lange}, title = {Brain Ages Derived from Different {MRI} Modalities are Associated with Distinct Biological Phenotypes}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {17--25}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00010}, doi = {10.1109/SDS57534.2023.00010}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/RoibuASSNL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SaravananPB23, author = {Deepti Saravanan and Jahnavi Swetha Pothineni and Anasse Bari}, title = {Applying Predictive Analytics to Climate Change: Predicting Temperature Rise Using Human Behavior Alternative Data}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {89--96}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00020}, doi = {10.1109/SDS57534.2023.00020}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SaravananPB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/TeWFG23, author = {Yiea{-}Funk Te and Mich{\`{e}}le Wieland and Martin Frey and Helmut Grabner}, title = {Mitigating Discriminatory Biases in Success Prediction Models for Venture Capitals}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {26--33}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00011}, doi = {10.1109/SDS57534.2023.00011}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/TeWFG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/VogelbacherBGSMF23, author = {Markus Vogelbacher and Hicham Bellafkir and Jannis Gottwald and Daniel Schneider and Markus M{\"{u}}hling and Bernd Freisleben}, title = {Deep Learning for Recognizing Bat Species and Bat Behavior in Audio Recordings}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {50--57}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00014}, doi = {10.1109/SDS57534.2023.00014}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/VogelbacherBGSMF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/ZhengW23, author = {Yong Zheng and David Xuejun Wang}, title = {A Comparative Study of Preference Ordering Methods for Multi-Criteria Ranking}, booktitle = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, pages = {108--111}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023.00023}, doi = {10.1109/SDS57534.2023.00023}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/ZhengW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sds2/2023, title = {10th {IEEE} Swiss Conference on Data Science, {SDS} 2023, Zurich, Switzerland, June 22-23, 2023}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SDS57534.2023}, doi = {10.1109/SDS57534.2023}, isbn = {979-8-3503-3875-1}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BaumannH22, author = {Joachim Baumann and Christoph Heitz}, title = {Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {19--25}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00011}, doi = {10.1109/SDS54800.2022.00011}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BaumannH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BurliBBK22, author = {Andrin B{\"{u}}rli and Marc Bravin and Melissa Beck and Thomas Koller}, title = {Minimal Hand Pose Estimation for Touchable Projector-Depth Systems}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {67--68}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00019}, doi = {10.1109/SDS54800.2022.00019}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BurliBBK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/CasarinBCZB22, author = {Sofia Casarin and Sara Baldoni and Marco Carli and Pietro Zanuttigh and Federica Battisti}, title = {Unsupervised Network Anomaly Detection by Learning on 2D Data Representations}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {53--58}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00016}, doi = {10.1109/SDS54800.2022.00016}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/CasarinBCZB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GriesserL22, author = {Simone E. Griesser and Guang Lu}, title = {Exploring owner-based brand personality on Facebook and LinkedIn with Natural-Language-Processing {(NLP)}}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {13--18}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00010}, doi = {10.1109/SDS54800.2022.00010}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GriesserL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GrogerPTB22, author = {Fabian Gr{\"{o}}ger and Marc Pouly and Flavia Tinner and Leif Brandes}, title = {Assessing Guest Nationality Composition from Hotel Reviews}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {65--66}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00018}, doi = {10.1109/SDS54800.2022.00018}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GrogerPTB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HossainOAK22, author = {Md Delwar Hossain and Hideya Ochiai and Tatsuya Arisawa and Youki Kadobayashi}, title = {Smart Meter Modbus {RS-485} Spoofing Attack Detection by {LSTM} Deep Learning Approach}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {47--52}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00015}, doi = {10.1109/SDS54800.2022.00015}, timestamp = {Fri, 29 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HossainOAK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/MeierhoferBH22, author = {J{\"{u}}rg Meierhofer and Rodolfo Benedech and Christoph Heitz}, title = {On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {33--39}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00013}, doi = {10.1109/SDS54800.2022.00013}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/MeierhoferBH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/NarduzziTTD22, author = {Simon Narduzzi and Engin T{\"{u}}retken and Jean{-}Philippe Thiran and L. Andrea Dunbar}, title = {Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {1--6}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00008}, doi = {10.1109/SDS54800.2022.00008}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/NarduzziTTD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/RehmanI22, author = {Faqeer ur Rehman and Clemente Izurieta}, title = {{MT4UML:} Metamorphic Testing for Unsupervised Machine Learning}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {26--32}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00012}, doi = {10.1109/SDS54800.2022.00012}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/RehmanI22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SaritasSARCS22, author = {Firat Saritas and Simon Staehli and Lorenz Ammann and Dieter Rickenmann and Rocco Custer and Susanne Suter}, title = {Using Acoustic Signal to Predict Grain Size of Bedload Particles}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {59--64}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00017}, doi = {10.1109/SDS54800.2022.00017}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/SaritasSARCS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/Spillner22, author = {Josef Spillner}, title = {Tabular Data Insights and Synthesis with the AutoTable Approach}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {69--70}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00020}, doi = {10.1109/SDS54800.2022.00020}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/Spillner22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/UlmerZPH22, author = {Markus Ulmer and Jannik Zgraggen and Gianmarco Pizza and Lilach Goren Huber}, title = {Scaling Up Deep Learning Based Predictive Maintenance for Commercial Machine Fleets: a Case Study}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {40--46}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00014}, doi = {10.1109/SDS54800.2022.00014}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/UlmerZPH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/WieserSHS22, author = {Mario Wieser and Daniel Siegismund and Stephan Heyse and Stephan Steigele}, title = {Vision Transformers Show Improved Robustness in High-Content Image Analysis}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {71--72}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00021}, doi = {10.1109/SDS54800.2022.00021}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/WieserSHS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/WolfFMPH22, author = {Shaya Wolf and Rita Foster and Andrea Mack and Zachary Priest and Jed Haile}, title = {Data Collection and Exploratory Analysis for Cyber Threat Intelligence Machine Learning Processes}, booktitle = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, pages = {7--12}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022.00009}, doi = {10.1109/SDS54800.2022.00009}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/WolfFMPH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sds2/2022, title = {9th Swiss Conference on Data Science, {SDS} 2022, Lucerne, Switzerland, June 22-23, 2022}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SDS54800.2022}, doi = {10.1109/SDS54800.2022}, isbn = {978-1-6654-6847-3}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BiggioK21, author = {Luca Biggio and Iason Kastanis}, title = {Self-supervised pre-training on industrial time-series}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {56--57}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00018}, doi = {10.1109/SDS51136.2021.00018}, timestamp = {Wed, 28 Jul 2021 10:28:51 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BiggioK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BravinPKP21, author = {Marc Bravin and Daniel Pf{\"{a}}ffli and Kevin Kuhn and Marc Pouly}, title = {Towards Crafting Beer with Artificial Intelligence}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {54--55}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00017}, doi = {10.1109/SDS51136.2021.00017}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BravinPKP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BygariNP21, author = {Ramya Bygari and Rachita Naik and Uday Kumar P}, title = {Blindness (Diabetic Retinopathy) Severity Scale Detection}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {7--13}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00009}, doi = {10.1109/SDS51136.2021.00009}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BygariNP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HertweckH21, author = {Corinna Hertweck and Christoph Heitz}, title = {A Systematic Approach to Group Fairness in Automated Decision Making}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00008}, doi = {10.1109/SDS51136.2021.00008}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HertweckH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HolstWFS21, author = {Lennard Holst and Florian Groen in't Woud and Jana Frank and Volker Stich}, title = {Towards a Methodology to Determine Intersubjective Data Values in Industrial Business Activities}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {39--45}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00014}, doi = {10.1109/SDS51136.2021.00014}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HolstWFS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/KnappBSJR21, author = {Evelyne Knapp and Mattia Battaglia and Thilo Stadelmann and Sandra Jenatsch and Beat Ruhstaller}, title = {XGBoost Trained on Synthetic Data to Extract Material Parameters of Organic Semiconductors}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {46--51}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00015}, doi = {10.1109/SDS51136.2021.00015}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/KnappBSJR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/LuDSWRFL21, author = {Guang Lu and Christian Dollfus and David Schreiber and Thomas Wozniak and Vinzenz Rast and Matthes Fleck and Janna Lipenkova}, title = {Corporate Culture Explained by Mission and Vision Statements Using Natural Language Processing}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {14--19}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00010}, doi = {10.1109/SDS51136.2021.00010}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/LuDSWRFL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/MeierhoferH21, author = {J{\"{u}}rg Meierhofer and Christoph Heitz}, title = {Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {32--38}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00013}, doi = {10.1109/SDS51136.2021.00013}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/MeierhoferH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/NerellaBRC21, author = {Prathyusha Nerella and Akansha Bhardwaj and Paolo Rosso and Philippe Cudr{\'{e}}{-}Mauroux}, title = {GraphEDM: {A} Graph-Based Approach to Disambiguate Entities in Microposts}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {20--25}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00011}, doi = {10.1109/SDS51136.2021.00011}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/NerellaBRC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SchachtSF21, author = {Maximilian Schacht and G{\"{u}}nther Schuh and Jana Frank}, title = {digital shadow of customers in the manufacturing industry}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {52--53}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00016}, doi = {10.1109/SDS51136.2021.00016}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SchachtSF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SimmlerSACSRS21, author = {Niclas Simmler and Pascal Sager and Philipp Andermatt and Ricardo Chavarriaga and Frank{-}Peter Schilling and Matthias Rosenthal and Thilo Stadelmann}, title = {A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications}, booktitle = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, pages = {26--31}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021.00012}, doi = {10.1109/SDS51136.2021.00012}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/SimmlerSACSRS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sds2/2021, title = {8th Swiss Conference on Data Science, {SDS} 2021, Lucerne, Switzerland, June 9, 2021}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/SDS51136.2021}, doi = {10.1109/SDS51136.2021}, isbn = {978-1-6654-3874-2}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BravinPMP20, author = {Marc Bravin and Daniel Pf{\"{a}}ffli and Sita Mazumder and Marc Pouly}, title = {Automated Smartification of Notices to Airmen}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {51--52}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00018}, doi = {10.1109/SDS49233.2020.00018}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BravinPMP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/EslahiBRSC20, author = {Yasamin Eslahi and Akansha Bhardwaj and Paolo Rosso and Kurt Stockinger and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Annotating Web Tables through Knowledge Bases: {A} Context-Based Approach}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {29--34}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00013}, doi = {10.1109/SDS49233.2020.00013}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/EslahiBRSC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/FloresGMTWS20, author = {Myrna Flores and Matic Golob and Doroteja Maklin and Christopher L. Tucci and Shaun West and Oliver Stoll}, title = {{DARE2HACK:} Crowdsourcing ideas through hackathons to codesign new human-centric services}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {5--10}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00009}, doi = {10.1109/SDS49233.2020.00009}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/FloresGMTWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HonzatkoBTD20, author = {David Honz{\'{a}}tko and Siavash Arjomand Bigdeli and Engin T{\"{u}}retken and L. Andrea Dunbar}, title = {Efficient Blind-Spot Neural Network Architecture for Image Denoising}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {59--60}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00022}, doi = {10.1109/SDS49233.2020.00022}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HonzatkoBTD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/Jimenez20, author = {Mar{\'{\i}}a Carolina Jim{\'{e}}nez}, title = {Assessing the democratic legitimacy of public decisions based on Machine Learning algorithms}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {49--50}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00017}, doi = {10.1109/SDS49233.2020.00017}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/Jimenez20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/KurzHU20, author = {Nadja Kurz and Felix Hamann and Adrian Ulges}, title = {Neural Entity Linking on Technical Service Tickets}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {35--40}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00014}, doi = {10.1109/SDS49233.2020.00014}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/KurzHU20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/LoiHC20, author = {Michele Loi and Christoph Heitz and Markus Christen}, title = {A Comparative Assessment and Synthesis of Twenty Ethics Codes on {AI} and Big Data}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {41--46}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00015}, doi = {10.1109/SDS49233.2020.00015}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/LoiHC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/LuDWF20, author = {Guang Lu and Christian Dollfus and Thomas Wozniak and Matthes Fleck}, title = {Intelligent Branding for Less Well-Known Enterprises by Matching Culture Values of Employers and Candidates}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {11--16}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00010}, doi = {10.1109/SDS49233.2020.00010}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/LuDWF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/MeierhoferW20, author = {J{\"{u}}rg Meierhofer and Shaun West}, title = {Data-driven Decision Support by Digital Twins in Manufacturing}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {53--54}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00019}, doi = {10.1109/SDS49233.2020.00019}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/MeierhoferW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/NtavelisKGT20, author = {Evangelos Ntavelis and Iason Kastanis and Luc Van Gool and Radu Timofte}, title = {Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {17--22}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00011}, doi = {10.1109/SDS49233.2020.00011}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/NtavelisKGT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/PelkmannTS20, author = {David Pelkmann and Alaa Tharwat and Wolfram Schenck}, title = {How to Label? Combining Experts' Knowledge for German Text Classification}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {61--62}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00023}, doi = {10.1109/SDS49233.2020.00023}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/PelkmannTS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/RoostMHNEWS20, author = {Dano Roost and Ralph Meier and Stephan Huschauer and Erik Nygren and Adrian Egli and Andreas Weiler and Thilo Stadelmann}, title = {Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {63--64}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00024}, doi = {10.1109/SDS49233.2020.00024}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/RoostMHNEWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SchweigerBM20, author = {Lukas Schweiger and Linard Barth and J{\"{u}}rg Meierhofer}, title = {Data Resources to Create Digital Twins}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {55--56}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00020}, doi = {10.1109/SDS49233.2020.00020}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SchweigerBM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SiegismundHS20, author = {Daniel Siegismund and Stephan Heyse and Stephan Steigele}, title = {Uncertainty with deep learning: a practical view on out of distribution detection}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {65--66}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00025}, doi = {10.1109/SDS49233.2020.00025}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SiegismundHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/StuderWI020, author = {Linda Studer and Jannis Wallau and Rolf Ingold and Andreas Fischer}, title = {Effects of Graph Pooling Layers on Classification with Graph Neural Networks}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {57--58}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00021}, doi = {10.1109/SDS49233.2020.00021}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/StuderWI020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/Vadym20, author = {Vadym Mozgovoy}, title = {Exploration of Scenario-based Simulations for Stress Benchmarking in Swiss Public Service}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {23--28}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00012}, doi = {10.1109/SDS49233.2020.00012}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/Vadym20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/VogtlinPI20, author = {Lars V{\"{o}}gtlin and Vinaychandran Pondenkandath and Rolf Ingold}, title = {Cobra: {A} {CLI} Tool To Create And Share Reproducible Projects}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {47--48}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00016}, doi = {10.1109/SDS49233.2020.00016}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/VogtlinPI20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/WulfSML20, author = {Hendrik Wulf and Bernhard Sassik and Gillian Milani and Reik Leiterer}, title = {High-resolution snow depth monitoring for entire mountain ranges}, booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, pages = {1--4}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SDS49233.2020.00008}, doi = {10.1109/SDS49233.2020.00008}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/WulfSML20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sds2/2020, title = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland, June 26, 2020}, publisher = {{IEEE}}, year = {2020}, url = {https://ieeexplore.ieee.org/xpl/conhome/9142329/proceeding}, isbn = {978-1-7281-7177-7}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/AlbertiPVWIL19, author = {Michele Alberti and Vinaychandran Pondenkandath and Lars V{\"{o}}gtlin and Marcel W{\"{u}}rsch and Rolf Ingold and Marcus Liwicki}, title = {Improving Reproducible Deep Learning Workflows with DeepDIVA}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {13--18}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-14}, doi = {10.1109/SDS.2019.00-14}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/AlbertiPVWIL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/AlghanmiAB19, author = {Nusaybah Alghanmi and Reem Alotaibi and Seyed M. Buhari}, title = {{TCMD:} {A} Two-Tier Classification Model for Anomaly-Based Detection in IoT}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {130--135}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00013}, doi = {10.1109/SDS.2019.00013}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/AlghanmiAB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/AymonDCMMKB19, author = {Lucien Aymon and Jean Decaix and Francesco Carrino and Pierre{-}Andr{\'{e}} Mudry and Elena Mugellini and Omar Abou Khaled and Richard Baltensperger}, title = {Leak Detection using Random Forest and Pressure Simulation}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {109--110}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00008}, doi = {10.1109/SDS.2019.00008}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/AymonDCMMKB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BektasS19, author = {Alperen Bektas and Ren{\'{e}} Schumann}, title = {How to Optimize Gower Distance Weights for the k-Medoids Clustering Algorithm to Obtain Mobility Profiles of the Swiss Population}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {51--56}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-8}, doi = {10.1109/SDS.2019.000-8}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BektasS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/BrunnerS19, author = {Ursin Brunner and Kurt Stockinger}, title = {Entity Matching on Unstructured Data: An Active Learning Approach}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {97--102}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00006}, doi = {10.1109/SDS.2019.00006}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/BrunnerS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/CarrinoJKM19, author = {Francesco Carrino and Ales Janka and Omar Abou Khaled and Elena Mugellini}, title = {LoRaLoc: Machine Learning-Based Fingerprinting for Outdoor Geolocation using LoRa}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {82--86}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-2}, doi = {10.1109/SDS.2019.000-2}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/CarrinoJKM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/CharlierSH19, author = {J{\'{e}}r{\'{e}}my Charlier and Radu State and Jean Hilger}, title = {PHom-GeM: Persistent Homology for Generative Models}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {87--92}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-1}, doi = {10.1109/SDS.2019.000-1}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/CharlierSH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/ClavienAPIL19, author = {Gil Clavien and Michele Alberti and Vinaychandran Pondenkandath and Rolf Ingold and Marcus Liwicki}, title = {DNNViz: Training Evolution Visualization for Deep Neural Network}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {19--24}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-13}, doi = {10.1109/SDS.2019.00-13}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/ClavienAPIL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/FreyMRWHD19, author = {Martin Frey and Elvis Murina and Janick Rohrbach and Manuel Walser and Patrick Haas and Marcel Dettling}, title = {Machine Learning for Position Detection in Football}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {111--112}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00009}, doi = {10.1109/SDS.2019.00009}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/FreyMRWHD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GiannakopoulosC19, author = {Athanasios Giannakopoulos and Maxime Coriou and Andreea Hossmann and Michael Baeriswyl and Claudiu Musat}, title = {Resilient Combination of Complementary {CNN} and {RNN} Features for Text Classification through Attention and Ensembling}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {57--62}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-7}, doi = {10.1109/SDS.2019.000-7}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GiannakopoulosC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/GriesserG19, author = {Simone E. Griesser and Neha Gupta}, title = {Triangulated Sentiment Analysis of Tweets for Social {CRM}}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {75--79}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-4}, doi = {10.1109/SDS.2019.000-4}, timestamp = {Wed, 04 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/GriesserG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HauserDFZ19, author = {Christian Hauser and Urs Dahinden and Vincenzo Francolino and Ives Ziegler}, title = {Big Data Framing About Media Coverage in Switzerland and the {USA}}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-16}, doi = {10.1109/SDS.2019.00-16}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HauserDFZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/KhanAKK19, author = {Asad Mansoor Khan and Muhammad Usman Akram and Sajid Gul Khawaja and Ali Saeed Khan}, title = {A Machine Learning Technique to Classify {LSST} Observed Astronomical Objects Based on Photometric Data}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {46--50}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-9}, doi = {10.1109/SDS.2019.000-9}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/KhanAKK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/LoiHFSC19, author = {Michele Loi and Christoph Heitz and Andrea Ferrario and Anita Schmid and Markus Christen}, title = {Towards an Ethical Code for Data-Based Business}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {6--12}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-15}, doi = {10.1109/SDS.2019.00-15}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/LoiHFSC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/Mozgovoy19, author = {Vadym Mozgovoy}, title = {Stress Pattern Recognition Through Wearable Biosensors in the Workplace: Experimental Longitudinal Study on the Role of Motion Intensity}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {37--45}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-10}, doi = {10.1109/SDS.2019.00-10}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/Mozgovoy19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/NiklausAPIL19, author = {Joel Niklaus and Michele Alberti and Vinaychandran Pondenkandath and Rolf Ingold and Marcus Liwicki}, title = {Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {25--30}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-12}, doi = {10.1109/SDS.2019.00-12}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/NiklausAPIL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/PurwarRCK19, author = {Prateek Purwar and Savvas Rogotis and Fotis Chatzipapadopoulus and Iason Kastanis}, title = {A Reliable Approach for Pixel-Level Classification of Land usage from Spatio-Temporal Images}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {93--94}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00004}, doi = {10.1109/SDS.2019.00004}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/PurwarRCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/RuffieuxMK19, author = {Simon Ruffieux and Elena Mugellini and Omar Abou Khaled}, title = {Predictive Modeling for Optimization of Field Operations in Bike-Sharing Systems}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {119--124}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00011}, doi = {10.1109/SDS.2019.00011}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/RuffieuxMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SharmaGOS19, author = {Pranjal Sharma and Ujjwal K. Gupta and Markand P. Oza and Shashikant Sharma}, title = {Reception - {A} Deep Learning Based Hybrid Residual Network}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {125--129}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00012}, doi = {10.1109/SDS.2019.00012}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SharmaGOS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SmirnovaAC19, author = {Alisa Smirnova and Julien Audiffren and Philippe Cudr{\'{e}}{-}Mauroux}, title = {{APCNN:} Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {63--68}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-6}, doi = {10.1109/SDS.2019.000-6}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/SmirnovaAC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/SmithBWH19, author = {Ellery Smith and Martin Braschler and Andreas Weiler and Thomas Haberthuer}, title = {Syntax-Based Skill Extractor for Job Advertisements}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {80--81}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-3}, doi = {10.1109/SDS.2019.000-3}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/SmithBWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/TrebouxG19, author = {J{\'{e}}r{\^{o}}me Treboux and Dominique Genoud}, title = {High Precision Agriculture: An Application Of Improved Machine-Learning Algorithms}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {103--108}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00007}, doi = {10.1109/SDS.2019.00007}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/TrebouxG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/TuggenerARLVWS19, author = {Lukas Tuggener and Mohammadreza Amirian and Katharina Rombach and Stefan L{\"{o}}rwald and Anastasia Varlet and Christian Westermann and Thilo Stadelmann}, title = {Automated Machine Learning in Practice: State of the Art and Recent Results}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {31--36}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00-11}, doi = {10.1109/SDS.2019.00-11}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/TuggenerARLVWS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/TuretkenZD19, author = {Engin T{\"{u}}retken and J{\'{e}}r{\^{o}}me Van Zaen and Ricard Delgado{-}Gonzalo}, title = {Embedded Deep Learning for Sleep Staging}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {95--96}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00005}, doi = {10.1109/SDS.2019.00005}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sds2/TuretkenZD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/VelthorstG19, author = {Marlon Velthorst and {\c{C}}i{\c{c}}ek G{\"{u}}ven}, title = {Predicting Housing Market Trends Using Twitter Data}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {113--118}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00010}, doi = {10.1109/SDS.2019.00010}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/VelthorstG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/WeilerSKG19, author = {Andreas Weiler and Harry Schilling and Lukas Kircher and Michael Grossniklaus}, title = {Towards Reproducible Research of Event Detection Techniques for Twitter}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {69--74}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.000-5}, doi = {10.1109/SDS.2019.000-5}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/WeilerSKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/WerraTH19, author = {Leandro von Werra and Lewis Tunstall and Simon Hofer}, title = {Unsupervised Anomaly Detection for Seasonal Time Series}, booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, pages = {136--137}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SDS.2019.00036}, doi = {10.1109/SDS.2019.00036}, timestamp = {Wed, 14 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/WerraTH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sds2/2019, title = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland, June 14, 2019}, publisher = {{IEEE}}, year = {2019}, url = {https://ieeexplore.ieee.org/xpl/conhome/8785053/proceeding}, isbn = {978-1-7281-3105-4}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sds2/2019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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