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@proceedings{DBLP:conf/cibb/2021,
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20837-9},
doi = {10.1007/978-3-031-20837-9},
isbn = {978-3-031-20836-2},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/BardozzoPRCBET21,
author = {Francesco Bardozzo and
Mattia delli Priscoli and
Andrea G. Russo and
Davide Crescenzi and
Ugo Di Benedetto and
Fabrizio Esposito and
Roberto Tagliaferri},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural
Networks and Localized 2D Brain Age Biomarkers},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {242--252},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_19},
doi = {10.1007/978-3-031-20837-9\_19},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/BardozzoPRCBET21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/BoutorhRB21,
author = {Aicha Boutorh and
Hala Rahim and
Yassmine Bendoumia},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Explainable {AI} Models for {COVID-19} Diagnosis Using CT-Scan Images
and Clinical Data},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {185--199},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_15},
doi = {10.1007/978-3-031-20837-9\_15},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/BoutorhRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/Crossman21,
author = {Lisa C. Crossman},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Deep Recurrent Neural Networks for the Generation of Synthetic Coronavirus
Spike Protein Sequences},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {217--226},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_17},
doi = {10.1007/978-3-031-20837-9\_17},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/Crossman21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/CruzVH21,
author = {Beatriz Garcia Santa Cruz and
Carlos Vega and
Frank Hertel},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {The Need of Standardised Metadata to Encode Causal Relationships:
Towards Safer Data-Driven Machine Learning Biological Solutions},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {200--216},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_16},
doi = {10.1007/978-3-031-20837-9\_16},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/CruzVH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/DallasVTP21,
author = {Ioannis L. Dallas and
Aristidis G. Vrahatis and
Sotiris K. Tasoulis and
Vassilis P. Plagianakos},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Recent Dimensionality Reduction Techniques for High-Dimensional {COVID-19}
Data},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {227--241},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_18},
doi = {10.1007/978-3-031-20837-9\_18},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/DallasVTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/HartmannFD21,
author = {Morghan Hartmann and
Norman E. Fenton and
Ruth Dobson},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Development of Bayesian Network for Multiple Sclerosis Risk Factor
Interaction Analysis},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {13--24},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_2},
doi = {10.1007/978-3-031-20837-9\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibb/HartmannFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/HerzogM21,
author = {Nitsa J. Herzog and
George D. Magoulas},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Transfer Learning and Magnetic Resonance Imaging Techniques for the
Deep Neural Network-Based Diagnosis of Early Cognitive Decline and
Dementia},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {53--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_5},
doi = {10.1007/978-3-031-20837-9\_5},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/HerzogM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/ItaliaDDFM21,
author = {Matteo Italia and
Andrea Danani and
Fabio Dercole and
Raffaele Ferri and
Mauro Manconi},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {The First in-silico Model of Leg Movement Activity During Sleep},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {40--52},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_4},
doi = {10.1007/978-3-031-20837-9\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibb/ItaliaDDFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/KiangBSIV21,
author = {Hao Chi Kiang and
Krzysztof Bartoszek and
Sebastian Sakowski and
Stefano Maria Iacus and
Michele Vespe},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Summarizing Global SARS-CoV-2 Geographical Spread by Phylogenetic
Multitype Branching Models},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {170--184},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_14},
doi = {10.1007/978-3-031-20837-9\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/KiangBSIV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/Lazli21,
author = {Lilia Lazli},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Machine Learning Classifiers Based on Dimensionality Reduction Techniques
for the Early Diagnosis of Alzheimer's Disease Using Magnetic Resonance
Imaging and Positron Emission Tomography Brain Data},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {117--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_10},
doi = {10.1007/978-3-031-20837-9\_10},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/Lazli21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/MalikLM21,
author = {Muhammad Ammar Malik and
Adriaan{-}Alexander Ludl and
Tom Michoel},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {High-Dimensional Multi-trait {GWAS} By Reverse Prediction of Genotypes
Using Machine Learning Methods},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {79--93},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_7},
doi = {10.1007/978-3-031-20837-9\_7},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/MalikLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/MensiSPGDIB21,
author = {Antonella Mensi and
Simona Schiavi and
Maria Petracca and
Nicole Graziano and
Alessandro Daducci and
Matilde Inglese and
Manuele Bicego},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {RF-Isolation: {A} Novel Representation of Structural Connectivity
Networks for Multiple Sclerosis Classification},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {158--169},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_13},
doi = {10.1007/978-3-031-20837-9\_13},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/MensiSPGDIB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/RenHQLTHPX21,
author = {Yijie Ren and
Fei He and
Jing Qu and
Yifan Li and
Joshua Thompson and
Mark Hannink and
Mihail Popescu and
Dong Xu},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Text Mining Enhancements for Image Recognition of Gene Names and Gene
Relations},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {132--142},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_11},
doi = {10.1007/978-3-031-20837-9\_11},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/RenHQLTHPX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/ScherrerGQJLBS21,
author = {Romane Scherrer and
Rodrigue Govan and
Thomas Quiniou and
Thierry Jauffrais and
Hugues Lemonnier and
Sophie Bonnet and
Nazha Selmaoui{-}Folcher},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Real-Time Automatic Plankton Detection, Tracking and Classification
on Raw Hologram},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {25--39},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_3},
doi = {10.1007/978-3-031-20837-9\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibb/ScherrerGQJLBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/SepulvedaRVNM21,
author = {Dante Sep{\'{u}}lveda and
Joel Rodr{\'{\i}}guez{-}Herrera and
Alfredo Varela{-}Vega and
Axel Zagal Norman and
Carlos{-}Francisco M{\'{e}}ndez{-}Cruz},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Sentence Classification to Detect Tables for Helping Extraction of
Regulatory Interactions in Bacteria},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {143--157},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_12},
doi = {10.1007/978-3-031-20837-9\_12},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/SepulvedaRVNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/SorkhianNEC21,
author = {Mohammad Sorkhian and
Megha Nagari and
Moustafa Elsisy and
Lourdes Pe{\~{n}}a Castillo},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Improving Bacterial sRNA Identification By Combining Genomic Context
and Sequence-Derived Features},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {67--78},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_6},
doi = {10.1007/978-3-031-20837-9\_6},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/SorkhianNEC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/Stano21,
author = {Pasquale Stano},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Chemical Neural Networks and Synthetic Cell Biotechnology: Preludes
to Chemical {AI}},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {1--12},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_1},
doi = {10.1007/978-3-031-20837-9\_1},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/Stano21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/TestaPP21,
author = {Carolina Testa and
Sara Pid{\`{o}} and
Pietro Pinoli},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {A Non-Negative Matrix Tri-Factorization Based Method for Predicting
Antitumor Drug Sensitivity},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {94--104},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_8},
doi = {10.1007/978-3-031-20837-9\_8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/TestaPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/ThompsonDLHPX21,
author = {Joshua Thompson and
Haoyu Dong and
Kai Liu and
Fei He and
Mihail Popescu and
Dong Xu},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {A Rule-Based Approach for Generating Synthetic Biological Pathways},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {105--116},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_9},
doi = {10.1007/978-3-031-20837-9\_9},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/ThompsonDLHPX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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