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ORCIDBibTeX records: Eirini Ntoutsi
@article{DBLP:journals/datamine/FabbrizziZKPN24,
author = {Simone Fabbrizzi and
Xuan Zhao and
Emmanouil Krasanakis and
Symeon Papadopoulos and
Eirini Ntoutsi},
title = {Studying bias in visual features through the lens of optimal transport},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {281--312},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00972-2},
doi = {10.1007/S10618-023-00972-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FabbrizziZKPN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FabbrizziZKPN24a,
author = {Simone Fabbrizzi and
Xuan Zhao and
Emmanouil Krasanakis and
Symeon Papadopoulos and
Eirini Ntoutsi},
title = {Correction to: Studying bias in visual features through the lens of
optimal transport},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {313--314},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00986-w},
doi = {10.1007/S10618-023-00986-W},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FabbrizziZKPN24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10756,
author = {Siamak Ghodsi and
Seyed Amjad Seyedi and
Eirini Ntoutsi},
title = {Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual
Fair Graph Clustering},
journal = {CoRR},
volume = {abs/2402.10756},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10756},
doi = {10.48550/ARXIV.2402.10756},
eprinttype = {arXiv},
eprint = {2402.10756},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/IosifidisPRN23,
author = {Vasileios Iosifidis and
Symeon Papadopoulos and
Bodo Rosenhahn and
Eirini Ntoutsi},
title = {AdaCC: cumulative cost-sensitive boosting for imbalanced classification},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {2},
pages = {789--826},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01780-8},
doi = {10.1007/S10115-022-01780-8},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/IosifidisPRN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Gkolemis0ND23,
author = {Vasilis Gkolemis and
Theodore Dalamagas and
Eirini Ntoutsi and
Christos Diou},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {{RHALE:} Robust and Heterogeneity-Aware Accumulated Local Effects},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {859--866},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230354},
doi = {10.3233/FAIA230354},
timestamp = {Wed, 18 Oct 2023 09:31:16 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Gkolemis0ND23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/GhodsiN23,
author = {Siamak Ghodsi and
Eirini Ntoutsi},
editor = {Jose M. Alvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Affinity Clustering Framework for Data Debiasing Using Pairwise Distribution
Discrepancy},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-10.pdf},
timestamp = {Wed, 19 Jul 2023 17:21:16 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/GhodsiN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/0001HN23,
author = {Arjun Roy and
Jan Horstmann and
Eirini Ntoutsi},
title = {Multi-dimensional Discrimination in Law and Machine Learning - {A}
Comparative Overview},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {89--100},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3593979},
doi = {10.1145/3593013.3593979},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/0001HN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcna/Ntoutsi23,
author = {Eirini Ntoutsi},
title = {Keynote Speech 2: Bias and Discrimination in {AI} Systems: From Single-Identity
Dimensions to Multi-Discrimination},
booktitle = {International Conference on Multimedia Computing, Networking and Applications,
{MCNA} 2023, Valencia, Spain, June 19-22, 2023},
pages = {2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MCNA59361.2023.10185667},
doi = {10.1109/MCNA59361.2023.10185667},
timestamp = {Fri, 28 Jul 2023 11:59:27 +0200},
biburl = {https://dblp.org/rec/conf/mcna/Ntoutsi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/QuyFN23,
author = {Tai Le Quy and
Gunnar Friege and
Eirini Ntoutsi},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Multi-fair Capacitated Students-Topics Grouping Problem},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13935},
pages = {507--519},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33374-3\_40},
doi = {10.1007/978-3-031-33374-3\_40},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/QuyFN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03421,
author = {Tai Le Quy and
Gunnar Friege and
Eirini Ntoutsi},
title = {A review of clustering models in educational data science towards
fairness-aware learning},
journal = {CoRR},
volume = {abs/2301.03421},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03421},
doi = {10.48550/ARXIV.2301.03421},
eprinttype = {arXiv},
eprint = {2301.03421},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05995,
author = {Arjun Roy and
Jan Horstmann and
Eirini Ntoutsi},
title = {Multi-dimensional discrimination in Law and Machine Learning - {A}
comparative overview},
journal = {CoRR},
volume = {abs/2302.05995},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05995},
doi = {10.48550/ARXIV.2302.05995},
eprinttype = {arXiv},
eprint = {2302.05995},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07733,
author = {Yi Cai and
Arthur Zimek and
Eirini Ntoutsi and
Gerhard Wunder},
title = {Explaining text classifiers through progressive neighborhood approximation
with realistic samples},
journal = {CoRR},
volume = {abs/2302.07733},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07733},
doi = {10.48550/ARXIV.2302.07733},
eprinttype = {arXiv},
eprint = {2302.07733},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01699,
author = {Siamak Ghodsi and
Eirini Ntoutsi},
title = {Affinity Clustering Framework for Data Debiasing Using Pairwise Distribution
Discrepancy},
journal = {CoRR},
volume = {abs/2306.01699},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01699},
doi = {10.48550/ARXIV.2306.01699},
eprinttype = {arXiv},
eprint = {2306.01699},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11193,
author = {Vasilis Gkolemis and
Theodore Dalamagas and
Eirini Ntoutsi and
Christos Diou},
title = {{RHALE:} Robust and Heterogeneity-aware Accumulated Local Effects},
journal = {CoRR},
volume = {abs/2309.11193},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11193},
doi = {10.48550/ARXIV.2309.11193},
eprinttype = {arXiv},
eprint = {2309.11193},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12215,
author = {Vasilis Gkolemis and
Anargiros Tzerefos and
Theodore Dalamagas and
Eirini Ntoutsi and
Christos Diou},
title = {Regionally Additive Models: Explainable-by-design models minimizing
feature interactions},
journal = {CoRR},
volume = {abs/2309.12215},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12215},
doi = {10.48550/ARXIV.2309.12215},
eprinttype = {arXiv},
eprint = {2309.12215},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13746,
author = {Arjun Roy and
Christos Koutlis and
Symeon Papadopoulos and
Eirini Ntoutsi},
title = {FairBranch: Fairness Conflict Correction on Task-group Branches for
Fair Multi-Task Learning},
journal = {CoRR},
volume = {abs/2310.13746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13746},
doi = {10.48550/ARXIV.2310.13746},
eprinttype = {arXiv},
eprint = {2310.13746},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00523,
author = {Emmanouil Panagiotou and
Eirini Ntoutsi},
title = {Learning impartial policies for sequential counterfactual explanations
using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2311.00523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00523},
doi = {10.48550/ARXIV.2311.00523},
eprinttype = {arXiv},
eprint = {2311.00523},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/FabbrizziPNK22,
author = {Simone Fabbrizzi and
Symeon Papadopoulos and
Eirini Ntoutsi and
Ioannis Kompatsiaris},
title = {A survey on bias in visual datasets},
journal = {Comput. Vis. Image Underst.},
volume = {223},
pages = {103552},
year = {2022},
url = {https://doi.org/10.1016/j.cviu.2022.103552},
doi = {10.1016/J.CVIU.2022.103552},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/FabbrizziPNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/IosifidisRN22,
author = {Vasileios Iosifidis and
Arjun Roy and
Eirini Ntoutsi},
title = {Parity-based cumulative fairness-aware boosting},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {10},
pages = {2737--2770},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01723-3},
doi = {10.1007/S10115-022-01723-3},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/IosifidisRN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/QuyRIZN22,
author = {Tai Le Quy and
Arjun Roy and
Vasileios Iosifidis and
Wenbin Zhang and
Eirini Ntoutsi},
title = {A survey on datasets for fairness-aware machine learning},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {12},
number = {3},
year = {2022},
url = {https://doi.org/10.1002/widm.1452},
doi = {10.1002/WIDM.1452},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/QuyRIZN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RoyIN22,
author = {Arjun Roy and
Vasileios Iosifidis and
Eirini Ntoutsi},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Multi-fairness Under Class-Imbalance},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {286--301},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_21},
doi = {10.1007/978-3-031-18840-4\_21},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/RoyIN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaiZWN22,
author = {Yi Cai and
Arthur Zimek and
Gerhard Wunder and
Eirini Ntoutsi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Power of Explanations: Towards automatic debiasing in hate speech
detection},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032325},
doi = {10.1109/DSAA54385.2022.10032325},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaiZWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuyNFN22,
author = {Tai Le Quy and
Thi Huyen Nguyen and
Gunnar Friege and
Eirini Ntoutsi},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Evaluation of Group Fairness Measures in Student Performance Prediction
Problems},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {119--136},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_8},
doi = {10.1007/978-3-031-23618-1\_8},
timestamp = {Mon, 26 Jun 2023 20:44:31 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/QuyNFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoyN22,
author = {Arjun Roy and
Eirini Ntoutsi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning to Teach Fairness-Aware Deep Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {710--726},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_43},
doi = {10.1007/978-3-031-26387-3\_43},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RoyN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01148,
author = {Vasileios Iosifidis and
Arjun Roy and
Eirini Ntoutsi},
title = {Parity-based Cumulative Fairness-aware Boosting},
journal = {CoRR},
volume = {abs/2201.01148},
year = {2022},
url = {https://arxiv.org/abs/2201.01148},
eprinttype = {arXiv},
eprint = {2201.01148},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08027,
author = {Xuejiao Tang and
Tai Le Quy and
Eirini Ntoutsi and
Kea Turner and
Vasile Palade and
Israat Haque and
Peng Xu and
Chris Brown and
Wenbin Zhang},
title = {Attention Mechanism based Cognition-level Scene Understanding},
journal = {CoRR},
volume = {abs/2204.08027},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08027},
doi = {10.48550/ARXIV.2204.08027},
eprinttype = {arXiv},
eprint = {2204.08027},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08403,
author = {Arjun Roy and
Eirini Ntoutsi},
title = {Learning to Teach Fairness-aware Deep Multi-task Learning},
journal = {CoRR},
volume = {abs/2206.08403},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08403},
doi = {10.48550/ARXIV.2206.08403},
eprinttype = {arXiv},
eprint = {2206.08403},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09895,
author = {Tai Le Quy and
Gunnar Friege and
Eirini Ntoutsi},
title = {Multiple Fairness and Cardinality constraints for Students-Topics
Grouping Problem},
journal = {CoRR},
volume = {abs/2206.09895},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09895},
doi = {10.48550/ARXIV.2206.09895},
eprinttype = {arXiv},
eprint = {2206.09895},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11436,
author = {Siamak Ghodsi and
Harith Alani and
Eirini Ntoutsi},
title = {Context matters for fairness - a case study on the effect of spatial
distribution shifts},
journal = {CoRR},
volume = {abs/2206.11436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11436},
doi = {10.48550/ARXIV.2206.11436},
eprinttype = {arXiv},
eprint = {2206.11436},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10625,
author = {Tai Le Quy and
Thi Huyen Nguyen and
Gunnar Friege and
Eirini Ntoutsi},
title = {Evaluation of group fairness measures in student performance prediction
problems},
journal = {CoRR},
volume = {abs/2208.10625},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10625},
doi = {10.48550/ARXIV.2208.10625},
eprinttype = {arXiv},
eprint = {2208.10625},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08309,
author = {Vasileios Iosifidis and
Symeon Papadopoulos and
Bodo Rosenhahn and
Eirini Ntoutsi},
title = {AdaCC: Cumulative Cost-Sensitive Boosting for Imbalanced Classification},
journal = {CoRR},
volume = {abs/2209.08309},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08309},
doi = {10.48550/ARXIV.2209.08309},
eprinttype = {arXiv},
eprint = {2209.08309},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09975,
author = {Yi Cai and
Arthur Zimek and
Gerhard Wunder and
Eirini Ntoutsi},
title = {Power of Explanations: Towards automatic debiasing in hate speech
detection},
journal = {CoRR},
volume = {abs/2209.09975},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09975},
doi = {10.48550/ARXIV.2209.09975},
eprinttype = {arXiv},
eprint = {2209.09975},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-manifestos/BerendtGHHHKNS21,
author = {Bettina Berendt and
Fabien Gandon and
Susan Halford and
Wendy Hall and
Jim Hendler and
Katharina E. Kinder{-}Kurlanda and
Eirini Ntoutsi and
Steffen Staab},
title = {Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto
for Web Science (Dagstuhl Perspectives Workshop 18262)},
journal = {Dagstuhl Manifestos},
volume = {9},
number = {1},
pages = {1--42},
year = {2021},
url = {https://doi.org/10.4230/DagMan.9.1.1},
doi = {10.4230/DAGMAN.9.1.1},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-manifestos/BerendtGHHHKNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/CaldersNPRR21,
author = {Toon Calders and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Salvatore Ruggieri},
title = {Introduction to The Special Section on Bias and Fairness in {AI}},
journal = {{SIGKDD} Explor.},
volume = {23},
number = {1},
pages = {1--3},
year = {2021},
url = {https://doi.org/10.1145/3468507.3468509},
doi = {10.1145/3468507.3468509},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/CaldersNPRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaiZN21,
author = {Yi Cai and
Arthur Zimek and
Eirini Ntoutsi},
title = {XPROAX-Local explanations for text classification with progressive
neighborhood approximation},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564153},
doi = {10.1109/DSAA53316.2021.9564153},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaiZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QuyN21,
author = {Tai Le Quy and
Eirini Ntoutsi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards fair, explainable and actionable clustering for learning analytics},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 16:46:41 +0100},
biburl = {https://dblp.org/rec/conf/edm/QuyN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QuyRFN21,
author = {Tai Le Quy and
Arjun Roy and
Gunnar Friege and
Eirini Ntoutsi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Fair-Capacitated Clustering},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/QuyRFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TangZYTDWN21,
author = {Xuejiao Tang and
Wenbin Zhang and
Yi Yu and
Kea Turner and
Tyler Derr and
Mengyu Wang and
Eirini Ntoutsi},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Interpretable Visual Understanding with Cognitive Attention Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12891},
pages = {555--568},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86362-3\_45},
doi = {10.1007/978-3-030-86362-3\_45},
timestamp = {Sun, 19 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TangZYTDWN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaumannN21,
author = {Philip Naumann and
Eirini Ntoutsi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Consequence-Aware Sequential Counterfactual Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {682--698},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_42},
doi = {10.1007/978-3-030-86520-7\_42},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaumannN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2},
doi = {10.1007/978-3-030-93736-2},
isbn = {978-3-030-93735-5},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1},
doi = {10.1007/978-3-030-93733-1},
isbn = {978-3-030-93732-4},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02055,
author = {Tai Le Quy and
Sergej Zerr and
Eirini Ntoutsi and
Wolfgang Nejdl},
title = {Data augmentation for dealing with low sampling rates in {NILM}},
journal = {CoRR},
volume = {abs/2104.02055},
year = {2021},
url = {https://arxiv.org/abs/2104.02055},
eprinttype = {arXiv},
eprint = {2104.02055},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05592,
author = {Philip Naumann and
Eirini Ntoutsi},
title = {Consequence-aware Sequential Counterfactual Generation},
journal = {CoRR},
volume = {abs/2104.05592},
year = {2021},
url = {https://arxiv.org/abs/2104.05592},
eprinttype = {arXiv},
eprint = {2104.05592},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12116,
author = {Tai Le Quy and
Arjun Roy and
Gunnar Friege and
Eirini Ntoutsi},
title = {Fair-Capacitated Clustering},
journal = {CoRR},
volume = {abs/2104.12116},
year = {2021},
url = {https://arxiv.org/abs/2104.12116},
eprinttype = {arXiv},
eprint = {2104.12116},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13312,
author = {Arjun Roy and
Vasileios Iosifidis and
Eirini Ntoutsi},
title = {Multi-Fair Pareto Boosting},
journal = {CoRR},
volume = {abs/2104.13312},
year = {2021},
url = {https://arxiv.org/abs/2104.13312},
eprinttype = {arXiv},
eprint = {2104.13312},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07919,
author = {Simone Fabbrizzi and
Symeon Papadopoulos and
Eirini Ntoutsi and
Ioannis Kompatsiaris},
title = {A Survey on Bias in Visual Datasets},
journal = {CoRR},
volume = {abs/2107.07919},
year = {2021},
url = {https://arxiv.org/abs/2107.07919},
eprinttype = {arXiv},
eprint = {2107.07919},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02924,
author = {Xuejiao Tang and
Wenbin Zhang and
Yi Yu and
Kea Turner and
Tyler Derr and
Mengyu Wang and
Eirini Ntoutsi},
title = {Interpretable Visual Understanding with Cognitive Attention Network},
journal = {CoRR},
volume = {abs/2108.02924},
year = {2021},
url = {https://arxiv.org/abs/2108.02924},
eprinttype = {arXiv},
eprint = {2108.02924},
timestamp = {Sun, 19 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06231,
author = {Vasileios Iosifidis and
Wenbin Zhang and
Eirini Ntoutsi},
title = {Online Fairness-Aware Learning with Imbalanced Data Streams},
journal = {CoRR},
volume = {abs/2108.06231},
year = {2021},
url = {https://arxiv.org/abs/2108.06231},
eprinttype = {arXiv},
eprint = {2108.06231},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15004,
author = {Yi Cai and
Arthur Zimek and
Eirini Ntoutsi},
title = {XPROAX-Local explanations for text classification with progressive
neighborhood approximation},
journal = {CoRR},
volume = {abs/2109.15004},
year = {2021},
url = {https://arxiv.org/abs/2109.15004},
eprinttype = {arXiv},
eprint = {2109.15004},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00530,
author = {Tai Le Quy and
Arjun Roy and
Vasileios Iosifidis and
Eirini Ntoutsi},
title = {A survey on datasets for fairness-aware machine learning},
journal = {CoRR},
volume = {abs/2110.00530},
year = {2021},
url = {https://arxiv.org/abs/2110.00530},
eprinttype = {arXiv},
eprint = {2110.00530},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adt/BeyerUBTONS20,
author = {Christian Beyer and
Vishnu Unnikrishnan and
Robert Br{\"{u}}ggemann and
Vincent Toulouse and
Hafez Kader Omar and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Resource management for model learning at entity level},
journal = {Ann. des T{\'{e}}l{\'{e}}communications},
volume = {75},
number = {9-10},
pages = {549--561},
year = {2020},
url = {https://doi.org/10.1007/s12243-020-00800-4},
doi = {10.1007/S12243-020-00800-4},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adt/BeyerUBTONS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adt/BeyerBUSNS20,
author = {Christian Beyer and
Maik B{\"{u}}ttner and
Vishnu Unnikrishnan and
Miro Schleicher and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Active feature acquisition on data streams under feature drift},
journal = {Ann. des T{\'{e}}l{\'{e}}communications},
volume = {75},
number = {9-10},
pages = {597--611},
year = {2020},
url = {https://doi.org/10.1007/s12243-020-00775-2},
doi = {10.1007/S12243-020-00775-2},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adt/BeyerBUSNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {4},
pages = {253--254},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp},
doi = {10.1089/BIG.2020.29037.CFP},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20a,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {5},
pages = {456--457},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp2},
doi = {10.1089/BIG.2020.29037.CFP2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20b,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {6},
pages = {546--547},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp3},
doi = {10.1089/BIG.2020.29037.CFP3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/UnnikrishnanBMN20,
author = {Vishnu Unnikrishnan and
Christian Beyer and
Pawel Matuszyk and
Uli Niemann and
R{\"{u}}diger Pryss and
Winfried Schlee and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Entity-level stream classification: exploiting entity similarity to
label the future observations referring to an entity},
journal = {Int. J. Data Sci. Anal.},
volume = {9},
number = {1},
pages = {1--15},
year = {2020},
url = {https://doi.org/10.1007/s41060-019-00177-1},
doi = {10.1007/S41060-019-00177-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/UnnikrishnanBMN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jodl/FafaliosISN20,
author = {Pavlos Fafalios and
Vasileios Iosifidis and
Kostas Stefanidis and
Eirini Ntoutsi},
title = {Tracking the history and evolution of entities: entity-centric temporal
analysis of large social media archives},
journal = {Int. J. Digit. Libr.},
volume = {21},
number = {1},
pages = {5--17},
year = {2020},
url = {https://doi.org/10.1007/s00799-018-0257-7},
doi = {10.1007/S00799-018-0257-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jodl/FafaliosISN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/IosifidisN20,
author = {Vasileios Iosifidis and
Eirini Ntoutsi},
title = {Sentiment analysis on big sparse data streams with limited labels},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {4},
pages = {1393--1432},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01392-9},
doi = {10.1007/S10115-019-01392-9},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/IosifidisN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/NtoutsiFGINVRTP20,
author = {Eirini Ntoutsi and
Pavlos Fafalios and
Ujwal Gadiraju and
Vasileios Iosifidis and
Wolfgang Nejdl and
Maria{-}Esther Vidal and
Salvatore Ruggieri and
Franco Turini and
Symeon Papadopoulos and
Emmanouil Krasanakis and
Ioannis Kompatsiaris and
Katharina Kinder{-}Kurlanda and
Claudia Wagner and
Fariba Karimi and
Miriam Fern{\'{a}}ndez and
Harith Alani and
Bettina Berendt and
Tina Kruegel and
Christian Heinze and
Klaus Broelemann and
Gjergji Kasneci and
Thanassis Tiropanis and
Steffen Staab},
title = {Bias in data-driven artificial intelligence systems - An introductory
survey},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {3},
year = {2020},
url = {https://doi.org/10.1002/widm.1356},
doi = {10.1002/WIDM.1356},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/NtoutsiFGINVRTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AbolfazliN20,
author = {Amir Abolfazli and
Eirini Ntoutsi},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Drift-Aware Multi-Memory Model for Imbalanced Data Streams},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {878--885},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378101},
doi = {10.1109/BIGDATA50022.2020.9378101},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AbolfazliN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/AskariQN20,
author = {Bahman Askari and
Tai Le Quy and
Eirini Ntoutsi},
title = {Taxi Demand Prediction using an LSTM-Based Deep Sequence Model and
Points of Interest},
booktitle = {44th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
pages = {1719--1724},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COMPSAC48688.2020.000-7},
doi = {10.1109/COMPSAC48688.2020.000-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/AskariQN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/IosifidisN20,
author = {Vasileios Iosifidis and
Eirini Ntoutsi},
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {{FABBOO} - Online Fairness-Aware Learning Under Class Imbalance},
booktitle = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
pages = {159--174},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7\_11},
doi = {10.1007/978-3-030-61527-7\_11},
timestamp = {Wed, 21 Oct 2020 14:22:04 +0200},
biburl = {https://dblp.org/rec/conf/dis/IosifidisN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/HuILZYNR20,
author = {Tongxin Hu and
Vasileios Iosifidis and
Wentong Liao and
Hang Zhang and
Michael Ying Yang and
Eirini Ntoutsi and
Bodo Rosenhahn},
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {FairNN - Conjoint Learning of Fair Representations for Fair Decisions},
booktitle = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
pages = {581--595},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7\_38},
doi = {10.1007/978-3-030-61527-7\_38},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/HuILZYNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlxai/Ntoutsi20,
author = {Eirini Ntoutsi},
editor = {Jos{\'{e}} Maria Alonso and
Alejandro Catal{\'{a}}},
title = {Bias in AI-systems: {A} multi-step approach},
booktitle = {2nd Workshop on Interactive Natural Language Technology for Explainable
Artificial Intelligence, NL4XAI@INGL 2020, Dublin, Ireland, December
18, 2020},
pages = {3--4},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/2020.nl4xai-1.2/},
timestamp = {Mon, 09 Aug 2021 16:25:39 +0200},
biburl = {https://dblp.org/rec/conf/nlxai/Ntoutsi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020-w,
editor = {Irena Koprinska and
Michael Kamp and
Annalisa Appice and
Corrado Loglisci and
Luiza Antonie and
Albrecht Zimmermann and
Riccardo Guidotti and
{\"{O}}zlem {\"{O}}zg{\"{o}}bek and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Jo{\~{a}}o Gama and
Linara Adilova and
Yamuna Krishnamurthy and
Pedro M. Ferreira and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Michelangelo Ceci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras and
Peter Christen and
Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Anna Monreale and
Przemyslaw Biecek and
Salvatore Rinzivillo and
Benjamin Kille and
Andreas Lommatzsch and
Jon Atle Gulla},
title = {{ECML} {PKDD} 2020 Workshops - Workshops of the European Conference
on Machine Learning and Knowledge Discovery in Databases {(ECML} {PKDD}
2020): SoGood 2020, {PDFL} 2020, {MLCS} 2020, {NFMCP} 2020, {DINA}
2020, {EDML} 2020, {XKDD} 2020 and {INRA} 2020, Ghent, Belgium, September
14-18, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1323},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65965-3},
doi = {10.1007/978-3-030-65965-3},
isbn = {978-3-030-65964-6},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2020-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09762,
author = {Eirini Ntoutsi and
Pavlos Fafalios and
Ujwal Gadiraju and
Vasileios Iosifidis and
Wolfgang Nejdl and
Maria{-}Esther Vidal and
Salvatore Ruggieri and
Franco Turini and
Symeon Papadopoulos and
Emmanouil Krasanakis and
Ioannis Kompatsiaris and
Katharina Kinder{-}Kurlanda and
Claudia Wagner and
Fariba Karimi and
Miriam Fern{\'{a}}ndez and
Harith Alani and
Bettina Berendt and
Tina Kruegel and
Christian Heinze and
Klaus Broelemann and
Gjergji Kasneci and
Thanassis Tiropanis and
Steffen Staab},
title = {Bias in Data-driven {AI} Systems - An Introductory Survey},
journal = {CoRR},
volume = {abs/2001.09762},
year = {2020},
url = {https://arxiv.org/abs/2001.09762},
eprinttype = {arXiv},
eprint = {2001.09762},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00695,
author = {Vasileios Iosifidis and
Besnik Fetahu and
Eirini Ntoutsi},
title = {{FAE:} {A} Fairness-Aware Ensemble Framework},
journal = {CoRR},
volume = {abs/2002.00695},
year = {2020},
url = {https://arxiv.org/abs/2002.00695},
eprinttype = {arXiv},
eprint = {2002.00695},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02173,
author = {Tongxin Hu and
Vasileios Iosifidis and
Wentong Liao and
Hang Zhang and
Michael Ying Yang and
Eirini Ntoutsi and
Bodo Rosenhahn},
title = {FairNN- Conjoint Learning of Fair Representations for Fair Decisions},
journal = {CoRR},
volume = {abs/2004.02173},
year = {2020},
url = {https://arxiv.org/abs/2004.02173},
eprinttype = {arXiv},
eprint = {2004.02173},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14791,
author = {Amir Abolfazli and
Eirini Ntoutsi},
title = {Drift-Aware Multi-Memory Model for Imbalanced Data Streams},
journal = {CoRR},
volume = {abs/2012.14791},
year = {2020},
url = {https://arxiv.org/abs/2012.14791},
eprinttype = {arXiv},
eprint = {2012.14791},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/IosifidisFN19,
author = {Vasileios Iosifidis and
Besnik Fetahu and
Eirini Ntoutsi},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {{FAE:} {A} Fairness-Aware Ensemble Framework},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1375--1380},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006487},
doi = {10.1109/BIGDATA47090.2019.9006487},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/IosifidisFN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/IosifidisN19,
author = {Vasileios Iosifidis and
Eirini Ntoutsi},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {AdaFair: Cumulative Fairness Adaptive Boosting},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {781--790},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357974},
doi = {10.1145/3357384.3357974},
timestamp = {Mon, 04 Nov 2019 11:08:42 +0100},
biburl = {https://dblp.org/rec/conf/cikm/IosifidisN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/IosifidisTN19,
author = {Vasileios Iosifidis and
Thi Ngoc Han Tran and
Eirini Ntoutsi},
editor = {Sven Hartmann and
Josef K{\"{u}}ng and
Sharma Chakravarthy and
Gabriele Anderst{-}Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Fairness-Enhancing Interventions in Stream Classification},
booktitle = {Database and Expert Systems Applications - 30th International Conference,
{DEXA} 2019, Linz, Austria, August 26-29, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11706},
pages = {261--276},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27615-7\_20},
doi = {10.1007/978-3-030-27615-7\_20},
timestamp = {Tue, 29 Dec 2020 18:31:17 +0100},
biburl = {https://dblp.org/rec/conf/dexa/IosifidisTN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangN19,
author = {Wenbin Zhang and
Eirini Ntoutsi},
editor = {Sarit Kraus},
title = {{FAHT:} An Adaptive Fairness-aware Decision Tree Classifier},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1480--1486},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/205},
doi = {10.24963/IJCAI.2019/205},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuyNSN19,
author = {Tai Le Quy and
Wolfgang Nejdl and
Myra Spiliopoulou and
Eirini Ntoutsi},
editor = {Konstantinos Tserpes and
Chiara Renso and
Stan Matwin},
title = {A Neighborhood-Augmented {LSTM} Model for Taxi-Passenger Demand Prediction},
booktitle = {Multiple-Aspect Analysis of Semantic Trajectories - First International
Workshop, {MASTER} 2019, Held in Conjunction with {ECML-PKDD} 2019,
W{\"{u}}rzburg, Germany, September 16, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11889},
pages = {100--116},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38081-6\_8},
doi = {10.1007/978-3-030-38081-6\_8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/QuyNSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BeyerUNMNS19,
author = {Christian Beyer and
Vishnu Unnikrishnan and
Uli Niemann and
Pawel Matuszyk and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {Exploiting entity information for stream classification over a stream
of reviews},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {564--573},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297333},
doi = {10.1145/3297280.3297333},
timestamp = {Sun, 02 Jun 2019 21:18:38 +0200},
biburl = {https://dblp.org/rec/conf/sac/BeyerUNMNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiSZZ19,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {1st Workshop on Evaluation and Experimental Design in Data Mining
and Machine Learning {(EDML} 2019)},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {1--3},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/summary.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NtoutsiSZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019edml,
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436},
urn = {urn:nbn:de:0074-2436-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2019edml.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07223,
author = {Vasileios Iosifidis and
Thi Ngoc Han Tran and
Eirini Ntoutsi},
title = {Fairness-enhancing interventions in stream classification},
journal = {CoRR},
volume = {abs/1907.07223},
year = {2019},
url = {http://arxiv.org/abs/1907.07223},
eprinttype = {arXiv},
eprint = {1907.07223},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07237,
author = {Wenbin Zhang and
Eirini Ntoutsi},
title = {{FAHT:} An Adaptive Fairness-aware Decision Tree Classifier},
journal = {CoRR},
volume = {abs/1907.07237},
year = {2019},
url = {http://arxiv.org/abs/1907.07237},
eprinttype = {arXiv},
eprint = {1907.07237},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08982,
author = {Vasileios Iosifidis and
Eirini Ntoutsi},
title = {AdaFair: Cumulative Fairness Adaptive Boosting},
journal = {CoRR},
volume = {abs/1909.08982},
year = {2019},
url = {http://arxiv.org/abs/1909.08982},
eprinttype = {arXiv},
eprint = {1909.08982},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MansalisNPT18,
author = {Stratos Mansalis and
Eirini Ntoutsi and
Nikos Pelekis and
Yannis Theodoridis},
title = {An evaluation of data stream clustering algorithms},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {4},
pages = {167--187},
year = {2018},
url = {https://doi.org/10.1002/sam.11380},
doi = {10.1002/SAM.11380},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/MansalisNPT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MelidisSN18,
author = {Damianos P. Melidis and
Myra Spiliopoulou and
Eirini Ntoutsi},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Learning under Feature Drifts in Textual Streams},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {527--536},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271717},
doi = {10.1145/3269206.3271717},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MelidisSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BeyerUMNPSNS18,
author = {Christian Beyer and
Vishnu Unnikrishnan and
Pawel Matuszyk and
Uli Niemann and
R{\"{u}}diger Pryss and
Winfried Schlee and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Entity-Level Stream Classification: Exploiting Entity Similarity to
Label the Future Observations Referring to an Entity},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {246--255},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00035},
doi = {10.1109/DSAA.2018.00035},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BeyerUMNPSNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/FafaliosIND18,
author = {Pavlos Fafalios and
Vasileios Iosifidis and
Eirini Ntoutsi and
Stefan Dietze},
editor = {Aldo Gangemi and
Roberto Navigli and
Maria{-}Esther Vidal and
Pascal Hitzler and
Rapha{\"{e}}l Troncy and
Laura Hollink and
Anna Tordai and
Mehwish Alam},
title = {TweetsKB: {A} Public and Large-Scale {RDF} Corpus of Annotated Tweets},
booktitle = {The Semantic Web - 15th International Conference, {ESWC} 2018, Heraklion,
Crete, Greece, June 3-7, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10843},
pages = {177--190},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93417-4\_12},
doi = {10.1007/978-3-319-93417-4\_12},
timestamp = {Mon, 05 Feb 2024 20:32:23 +0100},
biburl = {https://dblp.org/rec/conf/esws/FafaliosIND18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/BlakeN18,
author = {Christopher Blake and
Eirini Ntoutsi},
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {Reinforcement Learning Based Decision Tree Induction Over Data Streams
with Concept Drifts},
booktitle = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
pages = {328--335},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICBK.2018.00051},
doi = {10.1109/ICBK.2018.00051},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/BlakeN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BeyerNUNS18,
author = {Christian Beyer and
Uli Niemann and
Vishnu Unnikrishnan and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Hisham M. Haddad and
Roger L. Wainwright and
Richard Chbeir},
title = {Predicting polarities of entity-centered documents without reading
their contents},
booktitle = {Proceedings of the 33rd Annual {ACM} Symposium on Applied Computing,
{SAC} 2018, Pau, France, April 09-13, 2018},
pages = {525--528},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167132.3172870},
doi = {10.1145/3167132.3172870},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BeyerNUNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/MelidisCINS18,
author = {Damianos P. Melidis and
Alvaro Veizaga Campero and
Vasileios Iosifidis and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Rajendra Akerkar and
Mirjana Ivanovic and
Sang{-}Wook Kim and
Yannis Manolopoulos and
Riccardo Rosati and
Milos Savic and
Costin Badica and
Milos Radovanovic},
title = {Enriching Lexicons with Ephemeral Words for Sentiment Analysis in
Social Streams},
booktitle = {Proceedings of the 8th International Conference on Web Intelligence,
Mining and Semantics, {WIMS} 2018, Novi Sad, Serbia, June 25-27, 2018},
pages = {38:1--38:8},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3227609.3227664},
doi = {10.1145/3227609.3227664},
timestamp = {Fri, 03 Feb 2023 10:27:08 +0100},
biburl = {https://dblp.org/rec/conf/wims/MelidisCINS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/StefanidisNKV18,
author = {Kostas Stefanidis and
Eirini Ntoutsi and
Haridimos Kondylakis and
Yannis Velegrakis},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Social-Based Collaborative Filtering},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_110171},
doi = {10.1007/978-1-4939-7131-2\_110171},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/StefanidisNKV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10308,
author = {Pavlos Fafalios and
Vasileios Iosifidis and
Eirini Ntoutsi and
Stefan Dietze},
title = {TweetsKB: {A} Public and Large-Scale {RDF} Corpus of Annotated Tweets},
journal = {CoRR},
volume = {abs/1810.10308},
year = {2018},
url = {http://arxiv.org/abs/1810.10308},
eprinttype = {arXiv},
eprint = {1810.10308},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11017,
author = {Pavlos Fafalios and
Vasileios Iosifidis and
Kostas Stefanidis and
Eirini Ntoutsi},
title = {Tracking the History and Evolution of Entities: Entity-centric Temporal
Analysis of Large Social Media Archives},
journal = {CoRR},
volume = {abs/1810.11017},
year = {2018},
url = {http://arxiv.org/abs/1810.11017},
eprinttype = {arXiv},
eprint = {1810.11017},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/HalfordHNS18,
author = {Susan Halford and
James A. Hendler and
Eirini Ntoutsi and
Steffen Staab},
title = {10 Years of Web Science: Closing The Loop (Dagstuhl Perspectives Workshop
18262)},
journal = {Dagstuhl Reports},
volume = {8},
number = {6},
pages = {173--198},
year = {2018},
url = {https://doi.org/10.4230/DagRep.8.6.173},
doi = {10.4230/DAGREP.8.6.173},
timestamp = {Tue, 08 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/HalfordHNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/FafaliosISN17,
author = {Pavlos Fafalios and
Vasileios Iosifidis and
Kostas Stefanidis and
Eirini Ntoutsi},
editor = {Jaap Kamps and
Giannis Tsakonas and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Ioannis Karydis},
title = {Multi-aspect Entity-Centric Analysis of Big Social Media Archives},
booktitle = {Research and Advanced Technology for Digital Libraries - 21st International
Conference on Theory and Practice of Digital Libraries, {TPDL} 2017,
Thessaloniki, Greece, September 18-21, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10450},
pages = {261--273},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67008-9\_21},
doi = {10.1007/978-3-319-67008-9\_21},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ercimdl/FafaliosISN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/IosifidisON17,
author = {Vasileios Iosifidis and
Annina Oelschlager and
Eirini Ntoutsi},
editor = {Jaap Kamps and
Giannis Tsakonas and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Ioannis Karydis},
title = {Sentiment Classification over Opinionated Data Streams Through Informed
Model Adaptation},
booktitle = {Research and Advanced Technology for Digital Libraries - 21st International
Conference on Theory and Practice of Digital Libraries, {TPDL} 2017,
Thessaloniki, Greece, September 18-21, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10450},
pages = {369--381},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67008-9\_29},
doi = {10.1007/978-3-319-67008-9\_29},
timestamp = {Tue, 05 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ercimdl/IosifidisON17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/IosifidisN17,
author = {Vasileios Iosifidis and
Eirini Ntoutsi},
title = {Large Scale Sentiment Learning with Limited Labels},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1823--1832},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098159},
doi = {10.1145/3097983.3098159},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/IosifidisN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BasaranNZ17,
author = {Daniel Basaran and
Eirini Ntoutsi and
Arthur Zimek},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Redundancies in Data and their Effect on the Evaluation of Recommendation
Systems: {A} Case Study on the Amazon Reviews Datasets},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {390--398},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.44},
doi = {10.1137/1.9781611974973.44},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BasaranNZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SpiliopoulouNZ17,
author = {Myra Spiliopoulou and
Eirini Ntoutsi and
Max Zimmermann},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Opinion Stream Mining},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {938--947},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_905},
doi = {10.1007/978-1-4899-7687-1\_905},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SpiliopoulouNZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZimmermannNS16,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Extracting opinionated (sub)features from a stream of product reviews
using accumulated novelty and internal re-organization},
journal = {Inf. Sci.},
volume = {329},
pages = {876--899},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.06.050},
doi = {10.1016/J.INS.2015.06.050},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZimmermannNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/MauderNKMGTH16,
author = {Markus Mauder and
Eirini Ntoutsi and
Peer Kr{\"{o}}ger and
Christoph Mayr and
Gisela Grupe and
Anita Toncala and
Stefan Holzl},
title = {Applying data mining methods for the analysis of stable isotope data
in bioarchaeology},
booktitle = {12th {IEEE} International Conference on e-Science, e-Science 2016,
Baltimore, MD, USA, October 23-27, 2016},
pages = {233--242},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/eScience.2016.7870904},
doi = {10.1109/ESCIENCE.2016.7870904},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/MauderNKMGTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/StefanidisN16,
author = {Kostas Stefanidis and
Eirini Ntoutsi},
editor = {Evaggelia Pitoura and
Sofian Maabout and
Georgia Koutrika and
Am{\'{e}}lie Marian and
Letizia Tanca and
Ioana Manolescu and
Kostas Stefanidis},
title = {Cluster-based Contextual Recommendations},
booktitle = {Proceedings of the 19th International Conference on Extending Database
Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
France, March 15-16, 2016},
pages = {712--713},
publisher = {OpenProceedings.org},
year = {2016},
url = {https://doi.org/10.5441/002/edbt.2016.100},
doi = {10.5441/002/EDBT.2016.100},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/StefanidisN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BackhoffN16,
author = {Omar Backhoff and
Eirini Ntoutsi},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Scalable Online-Offline Stream Clustering in Apache Spark},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {37--44},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0014},
doi = {10.1109/ICDMW.2016.0014},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BackhoffN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MauderBN16,
author = {Markus Mauder and
Yulia Bobkova and
Eirini Ntoutsi},
editor = {Bettina Berendt and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Gemma C. Garriga and
Pauli Miettinen and
Nikolaj Tatti and
Volker Tresp},
title = {GMMbuilder - User-Driven Discovery of Clustering Structure for Bioarchaeology},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {8--11},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46131-1\_2},
doi = {10.1007/978-3-319-46131-1\_2},
timestamp = {Mon, 16 Sep 2019 15:27:13 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MauderBN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/NtoutsiS16,
author = {Eirini Ntoutsi and
Kostas Stefanidis},
title = {Recommendations beyond the ratings matrix},
booktitle = {Proceedings of the Workshop on Data-Driven Innovation on the Web,
DDI@WebSci 2016, Hannover, Germany, May 22-25, 2016},
pages = {2:1--2:5},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2911187.2914580},
doi = {10.1145/2911187.2914580},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/websci/NtoutsiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZimmermannNS15,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Discovering and monitoring product features and the opinions on them
with {OPINSTREAM}},
journal = {Neurocomputing},
volume = {150},
pages = {318--330},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.04.079},
doi = {10.1016/J.NEUCOM.2014.04.079},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZimmermannNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/EfthymiouSN15,
author = {Vasilis Efthymiou and
Kostas Stefanidis and
Eirini Ntoutsi},
title = {Top-k computations in MapReduce: {A} case study on recommendations},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {2820--2822},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7364088},
doi = {10.1109/BIGDATA.2015.7364088},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/EfthymiouSN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WagnerZNS15,
author = {Sebastian Wagner and
Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Ageing-Based Multinomial Naive Bayes Classifiers Over Opinionated
Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {401--416},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_25},
doi = {10.1007/978-3-319-23528-8\_25},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WagnerZNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/StockerlRSNK15,
author = {Michael Stockerl and
Christoph Ringlstetter and
Matthias Schubert and
Eirini Ntoutsi and
Hans{-}Peter Kriegel},
editor = {Amarnath Gupta and
Susan L. Rathbun},
title = {Online template matching over a stream of digitized documents},
booktitle = {Proceedings of the 27th International Conference on Scientific and
Statistical Database Management, {SSDBM} '15, La Jolla, CA, USA, June
29 - July 1, 2015},
pages = {9:1--9:12},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2791347.2791354},
doi = {10.1145/2791347.2791354},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/StockerlRSNK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/MauderNKG15,
author = {Markus Mauder and
Eirini Ntoutsi and
Peer Kr{\"{o}}ger and
Gisela Grupe},
editor = {Amarnath Gupta and
Susan L. Rathbun},
title = {Data mining for isotopic mapping of bioarchaeological finds in a central
european alpine passage},
booktitle = {Proceedings of the 27th International Conference on Scientific and
Statistical Database Management, {SSDBM} '15, La Jolla, CA, USA, June
29 - July 1, 2015},
pages = {34:1--34:6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2791347.2791357},
doi = {10.1145/2791347.2791357},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/MauderNKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZimmermannNS15,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
title = {Incremental Active Opinion Learning Over a Stream of Opinionated Documents},
journal = {CoRR},
volume = {abs/1509.01288},
year = {2015},
url = {http://arxiv.org/abs/1509.01288},
eprinttype = {arXiv},
eprint = {1509.01288},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZimmermannNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NtoutsiSRK14,
author = {Eirini Ntoutsi and
Kostas Stefanidis and
Katharina Rausch and
Hans{-}Peter Kriegel},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {"Strength Lies in Differences": Diversifying Friends for
Recommendations through Subspace Clustering},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {729--738},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662026},
doi = {10.1145/2661829.2662026},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/NtoutsiSRK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZimmermannNS14,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {A Semi-Supervised Self-Adaptive Classifier over Opinionated Streams},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {425--432},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.106},
doi = {10.1109/ICDMW.2014.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZimmermannNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ZimmermannNS14,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Yookun Cho and
Sung Y. Shin and
Sang{-}Wook Kim and
Chih{-}Cheng Hung and
Jiman Hong},
title = {Adaptive semi supervised opinion classifier with forgetting mechanism},
booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
Korea - March 24 - 28, 2014},
pages = {805--812},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554850.2555039},
doi = {10.1145/2554850.2555039},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/ZimmermannNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/RauschNSK14,
author = {Katharina Rausch and
Eirini Ntoutsi and
Kostas Stefanidis and
Hans{-}Peter Kriegel},
editor = {Christian S. Jensen and
Hua Lu and
Torben Bach Pedersen and
Christian Thomsen and
Kristian Torp},
title = {Exploring subspace clustering for recommendations},
booktitle = {Conference on Scientific and Statistical Database Management, {SSDBM}
'14, Aalborg, Denmark, June 30 - July 02, 2014},
pages = {42:1--42:4},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2618243.2618283},
doi = {10.1145/2618243.2618283},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/RauschNSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KriegelN13,
author = {Hans{-}Peter Kriegel and
Eirini Ntoutsi},
title = {Clustering high dimensional data: examining differences and commonalities
between subspace clustering and text clustering - a position paper},
journal = {{SIGKDD} Explor.},
volume = {15},
number = {2},
pages = {1--8},
year = {2013},
url = {https://doi.org/10.1145/2641190.2641192},
doi = {10.1145/2641190.2641192},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KriegelN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/StefanidisNPNK13,
author = {Kostas Stefanidis and
Eirini Ntoutsi and
Mihalis Petropoulos and
Kjetil N{\o}rv{\aa}g and
Hans{-}Peter Kriegel},
title = {A Framework for Modeling, Computing and Presenting Time-Aware Recommendations},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
volume = {10},
pages = {146--172},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41221-9\_6},
doi = {10.1007/978-3-642-41221-9\_6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlsdkcs/StefanidisNPNK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/ZimmermannNS13,
author = {Max Zimmermann and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Tomoyuki Higuchi},
title = {Extracting Opinionated (Sub)Features from a Stream of Product Reviews},
booktitle = {Discovery Science - 16th International Conference, {DS} 2013, Singapore,
October 6-9, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8140},
pages = {340--355},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40897-7\_23},
doi = {10.1007/978-3-642-40897-7\_23},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/ZimmermannNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SpiliopoulouNTS13,
author = {Myra Spiliopoulou and
Eirini Ntoutsi and
Yannis Theodoridis and
Ren{\'{e}} Schult},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {{MONIC} and Followups on Modeling and Monitoring Cluster Transitions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {622--626},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_41},
doi = {10.1007/978-3-642-40994-3\_41},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SpiliopoulouNTS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/NtoutsiST12,
author = {Eirini Ntoutsi and
Myra Spiliopoulou and
Yannis Theodoridis},
title = {{FINGERPRINT:} Summarizing Cluster Evolution in Dynamic Environments},
journal = {Int. J. Data Warehous. Min.},
volume = {8},
number = {3},
pages = {27--44},
year = {2012},
url = {https://doi.org/10.4018/jdwm.2012070102},
doi = {10.4018/JDWM.2012070102},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdwm/NtoutsiST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LauschkeN12,
author = {Claudia Lauschke and
Eirini Ntoutsi},
title = {Monitoring User Evolution in Twitter},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {972--977},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.171},
doi = {10.1109/ASONAM.2012.171},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/LauschkeN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/NtoutsiSNK12,
author = {Irene Ntoutsi and
Kostas Stefanidis and
Kjetil N{\o}rv{\aa}g and
Hans{-}Peter Kriegel},
editor = {Sang{-}goo Lee and
Zhiyong Peng and
Xiaofang Zhou and
Yang{-}Sae Moon and
Rainer Unland and
Jaesoo Yoo},
title = {gRecs: {A} Group Recommendation System Based on User Clustering},
booktitle = {Database Systems for Advanced Applications - 17th International Conference,
{DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7239},
pages = {299--303},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29035-0\_25},
doi = {10.1007/978-3-642-29035-0\_25},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/NtoutsiSNK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/StefanidisNNK12,
author = {Kostas Stefanidis and
Irene Ntoutsi and
Kjetil N{\o}rv{\aa}g and
Hans{-}Peter Kriegel},
editor = {Stephen W. Liddle and
Klaus{-}Dieter Schewe and
A Min Tjoa and
Xiaofang Zhou},
title = {A Framework for Time-Aware Recommendations},
booktitle = {Database and Expert Systems Applications - 23rd International Conference,
{DEXA} 2012, Vienna, Austria, September 3-6, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7447},
pages = {329--344},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32597-7\_29},
doi = {10.1007/978-3-642-32597-7\_29},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/StefanidisNNK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/er/NtoutsiSNK12,
author = {Eirini Ntoutsi and
Kostas Stefanidis and
Kjetil N{\o}rv{\aa}g and
Hans{-}Peter Kriegel},
editor = {Paolo Atzeni and
David W. Cheung and
Sudha Ram},
title = {Fast Group Recommendations by Applying User Clustering},
booktitle = {Conceptual Modeling - 31st International Conference {ER} 2012, Florence,
Italy, October 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7532},
pages = {126--140},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34002-4\_10},
doi = {10.1007/978-3-642-34002-4\_10},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/er/NtoutsiSNK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ZimmermannNSSK12,
author = {Max Zimmermann and
Irene Ntoutsi and
Zaigham Faraz Siddiqui and
Myra Spiliopoulou and
Hans{-}Peter Kriegel},
editor = {Sascha Ossowski and
Paola Lecca},
title = {Discovering global and local bursts in a stream of news},
booktitle = {Proceedings of the {ACM} Symposium on Applied Computing, {SAC} 2012,
Riva, Trento, Italy, March 26-30, 2012},
pages = {807--812},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2245276.2245433},
doi = {10.1145/2245276.2245433},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/ZimmermannNSSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiZPKK12,
author = {Irene Ntoutsi and
Arthur Zimek and
Themis Palpanas and
Peer Kr{\"{o}}ger and
Hans{-}Peter Kriegel},
title = {Density-based Projected Clustering over High Dimensional Data Streams},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {987--998},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.85},
doi = {10.1137/1.9781611972825.85},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NtoutsiZPKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/NtoutsiST11,
author = {Irene Ntoutsi and
Myra Spiliopoulou and
Yannis Theodoridis},
editor = {Beniamino Murgante and
Osvaldo Gervasi and
Andr{\'{e}}s Iglesias and
David Taniar and
Bernady O. Apduhan},
title = {Summarizing Cluster Evolution in Dynamic Environments},
booktitle = {Computational Science and Its Applications - {ICCSA} 2011 - International
Conference, Santander, Spain, June 20-23, 2011. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {6783},
pages = {562--577},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21887-3\_43},
doi = {10.1007/978-3-642-21887-3\_43},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/NtoutsiST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MitsouNWTK11,
author = {Nikos Mitsou and
Irene Ntoutsi and
Dirk Wollherr and
Costas S. Tzafestas and
Hans{-}Peter Kriegel},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Revealing Cluster Formation over Huge Volatile Robotic Data},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {450--457},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.147},
doi = {10.1109/ICDMW.2011.147},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MitsouNWTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/KriegelKNZ11,
author = {Hans{-}Peter Kriegel and
Peer Kr{\"{o}}ger and
Irene Ntoutsi and
Arthur Zimek},
editor = {Judith Bayard Cushing and
James C. French and
Shawn Bowers},
title = {Density Based Subspace Clustering over Dynamic Data},
booktitle = {Scientific and Statistical Database Management - 23rd International
Conference, {SSDBM} 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6809},
pages = {387--404},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22351-8\_24},
doi = {10.1007/978-3-642-22351-8\_24},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/KriegelKNZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KriegelKNZ10,
author = {Hans{-}Peter Kriegel and
Peer Kr{\"{o}}ger and
Irene Ntoutsi and
Arthur Zimek},
editor = {Margaret H. Dunham and
Michael Hahsler and
Myra Spiliopoulou},
title = {Towards subspace clustering on dynamic data: an incremental version
of PreDeCon},
booktitle = {Proceedings of the First International Workshop on Novel Data Stream
Pattern Mining Techniques, StreamKDD '10, Washington, D.C., USA, July
25, 2010},
pages = {31--38},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1833280.1833285},
doi = {10.1145/1833280.1833285},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KriegelKNZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/control/NtoutsiST09,
author = {Irene Ntoutsi and
Myra Spiliopoulou and
Yannis Theodoridis},
title = {Tracing cluster transitions for different cluster types},
journal = {Control. Cybern.},
volume = {38},
number = {1},
pages = {239--259},
year = {2009},
url = {http://control.ibspan.waw.pl:3000/contents/export?filename=2009-1-12\_ntoutsi\_et\_al.pdf},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/control/NtoutsiST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/BartoliniCNPT09,
author = {Ilaria Bartolini and
Paolo Ciaccia and
Irene Ntoutsi and
Marco Patella and
Yannis Theodoridis},
title = {The Panda framework for Comparing Patterns},
journal = {Data Knowl. Eng.},
volume = {68},
number = {2},
pages = {244--260},
year = {2009},
url = {https://doi.org/10.1016/j.datak.2008.10.004},
doi = {10.1016/J.DATAK.2008.10.004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/BartoliniCNPT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/gr/Ntoutsi08,
author = {Eirini Ntoutsi},
title = {{\(\Zeta\)}{\(\eta\)}{\(\tau\)}{\(\acute{\eta}\)}{\(\mu\)}{\(\alpha\)}{\(\tau\)}{\(\alpha\)}
{\(o\)}{\(\mu\)}{\(o\)}{\(\iota\)}{\'{o}}{\(\tau\)}{\(\eta\)}{\(\tau\)}{\(\alpha\)}{\(\varsigma\)}
{\(\sigma\)}{\(\tau\)}{\(\eta\)}{\(\nu\)} {\(\epsilon\)}{\(\xi\)}{\'{o}}{\(\rho\)}{\(\upsilon\)}{\(\xi\)}{\(\eta\)}
{\(\gamma\)}{\(\nu\)}{\(\acute{\omega}\)}{\(\sigma\)}{\(\eta\)}{\(\varsigma\)}:
{\(M\)}{\(\epsilon\)}{\texttheta}{\(o\)}{\(\delta\)}{\(o\)}{\(\lambda\)}{\(o\)}{\(\gamma\)}{\(\acute{\iota}\)}{\(\epsilon\)}{\(\varsigma\)}
{\(\kappa\)}{\(\alpha\)}{\(\iota\)} {\(\tau\)}{\(\epsilon\)}{\(\chi\)}{\(\nu\)}{\(\iota\)}{\(\kappa\)}{\(\acute{\epsilon}\)}{\(\varsigma\)}},
school = {University of Piraeus, Greece},
year = {2008},
url = {http://hdl.handle.net/10442/hedi/25919},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/gr/Ntoutsi08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/NtoutsiMM08,
author = {Irene Ntoutsi and
Nikos Mitsou and
Gerasimos Marketos},
title = {Traffic mining in a road-network: How does the traffic flow?},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {3},
number = {1},
pages = {82--98},
year = {2008},
url = {https://doi.org/10.1504/IJBIDM.2008.017977},
doi = {10.1504/IJBIDM.2008.017977},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/NtoutsiMM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KotsifakosNVT08,
author = {Evangelos E. Kotsifakos and
Irene Ntoutsi and
Yannis Vrahoritis and
Yannis Theodoridis},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Pattern-Miner: integrated management and mining over data mining models},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1081--1084},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402024},
doi = {10.1145/1401890.1402024},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KotsifakosNVT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobide/MarketosFNPRT08,
author = {Gerasimos Marketos and
Elias Frentzos and
Irene Ntoutsi and
Nikos Pelekis and
Alessandra Raffaet{\`{a}} and
Yannis Theodoridis},
editor = {Alex Delis and
Vladimir Zadorozhny and
Yannis Kotidis and
Pedro Jos{\'{e}} Marr{\'{o}}n},
title = {Building real-world trajectory warehouses},
booktitle = {Seventh {ACM} International Workshop on Data Engineering for Wireless
and Mobile Access, Mobide 2008, June 13, 2008, Vancouver, British
Columbia, Canada, Proceedings},
pages = {8--15},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1626536.1626539},
doi = {10.1145/1626536.1626539},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobide/MarketosFNPRT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KotsifakosNVT08,
author = {Evangelos E. Kotsifakos and
Irene Ntoutsi and
Yannis Vrahoritis and
Yannis Theodoridis},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Monitoring Patterns through an Integrated Management and Mining Tool},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {678--683},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_46},
doi = {10.1007/978-3-540-87481-2\_46},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KotsifakosNVT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiKT08,
author = {Irene Ntoutsi and
Alexandros Kalousis and
Yannis Theodoridis},
title = {A general framework for estimating similarity of datasets and decision
trees: exploring semantic similarity of decision trees},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {810--821},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.73},
doi = {10.1137/1.9781611972788.73},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NtoutsiKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/NtoutsiT08,
author = {Irene Ntoutsi and
Yannis Theodoridis},
editor = {John Darzentas and
George A. Vouros and
Spyros Vosinakis and
Argyris Arnellos},
title = {Comparing Datasets Using Frequent Itemsets: Dependency on the Mining
Parameters},
booktitle = {Artificial Intelligence: Theories, Models and Applications, 5th Hellenic
Conference on AI, {SETN} 2008, Syros, Greece, October 2-4, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5138},
pages = {212--225},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87881-0\_20},
doi = {10.1007/978-3-540-87881-0\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/setn/NtoutsiT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/MacedoVOPFKNST08,
author = {Jos{\'{e}} Ant{\^{o}}nio Fernandes de Mac{\^{e}}do and
Christelle Vangenot and
Walied Othman and
Nikos Pelekis and
Elias Frentzos and
Bart Kuijpers and
Irene Ntoutsi and
Stefano Spaccapietra and
Yannis Theodoridis},
editor = {Fosca Giannotti and
Dino Pedreschi},
title = {Trajectory Data Models},
booktitle = {Mobility, Data Mining and Privacy - Geographic Knowledge Discovery},
pages = {123--150},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75177-9\_6},
doi = {10.1007/978-3-540-75177-9\_6},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/springer/MacedoVOPFKNST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/FrentzosPNT08,
author = {Elias Frentzos and
Nikos Pelekis and
Irene Ntoutsi and
Yannis Theodoridis},
editor = {Fosca Giannotti and
Dino Pedreschi},
title = {Trajectory Database Systems},
booktitle = {Mobility, Data Mining and Privacy - Geographic Knowledge Discovery},
pages = {151--187},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75177-9\_7},
doi = {10.1007/978-3-540-75177-9\_7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/springer/FrentzosPNT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/PelekisRDVMFNT08,
author = {Nikos Pelekis and
Alessandra Raffaet{\`{a}} and
Maria Luisa Damiani and
Christelle Vangenot and
Gerasimos Marketos and
Elias Frentzos and
Irene Ntoutsi and
Yannis Theodoridis},
editor = {Fosca Giannotti and
Dino Pedreschi},
title = {Towards Trajectory Data Warehouses},
booktitle = {Mobility, Data Mining and Privacy - Geographic Knowledge Discovery},
pages = {189--211},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75177-9\_8},
doi = {10.1007/978-3-540-75177-9\_8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/springer/PelekisRDVMFNT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PelekisKNMT07,
author = {Nikos Pelekis and
Ioannis Kopanakis and
Irene Ntoutsi and
Gerasimos Marketos and
Yannis Theodoridis},
title = {Mining Trajectory Databases via a Suite of Distance Operators},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering
Workshops, {ICDE} 2007, 15-20 April 2007, Istanbul, Turkey},
pages = {575--584},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDEW.2007.4401043},
doi = {10.1109/ICDEW.2007.4401043},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PelekisKNMT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/time/PelekisKMNAT07,
author = {Nikos Pelekis and
Ioannis Kopanakis and
Gerasimos Marketos and
Irene Ntoutsi and
Gennady L. Andrienko and
Yannis Theodoridis},
title = {Similarity Search in Trajectory Databases},
booktitle = {14th International Symposium on Temporal Representation and Reasoning
{(TIME} 2007), 28-30 June 2007, Alicante, Spain},
pages = {129--140},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/TIME.2007.59},
doi = {10.1109/TIME.2007.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/time/PelekisKMNAT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SpiliopoulouNTS06,
author = {Myra Spiliopoulou and
Irene Ntoutsi and
Yannis Theodoridis and
Ren{\'{e}} Schult},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {{MONIC:} modeling and monitoring cluster transitions},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {706--711},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150491},
doi = {10.1145/1150402.1150491},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SpiliopoulouNTS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/KotsifakosNT05,
author = {Evangelos E. Kotsifakos and
Irene Ntoutsi and
Yannis Theodoridis},
editor = {Panayiotis Bozanis and
Elias N. Houstis},
title = {Database Support for Data Mining Patterns},
booktitle = {Advances in Informatics, 10th Panhellenic Conference on Informatics,
{PCI} 2005, Volos, Greece, November 11-13, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3746},
pages = {14--24},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11573036\_2},
doi = {10.1007/11573036\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pci/KotsifakosNT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parma/Ntoutsi04,
author = {Irene Ntoutsi},
editor = {Yannis Theodoridis and
Panos Vassiliadis},
title = {The Notion of Similarity in Data and Pattern Spaces},
booktitle = {Proceedings of the Intl. Workshop on Pattern Representation and Management,
Heraklion, Greece, March 18, 2004, PaRMa 2004 was held in conjunction
with the 9th Int. Conference on Extending Database Technology {(EDBT}
2004)},
series = {{CEUR} Workshop Proceedings},
volume = {96},
publisher = {CEUR-WS.org},
year = {2004},
url = {https://ceur-ws.org/Vol-96/04-ntoutsi.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/parma/Ntoutsi04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BartoliniCNPT04,
author = {Ilaria Bartolini and
Paolo Ciaccia and
Irene Ntoutsi and
Marco Patella and
Yannis Theodoridis},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {A Unified and Flexible Framework for Comparing Simple and Complex
Patterns},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Pisa,
Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3202},
pages = {496--499},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30116-5\_45},
doi = {10.1007/978-3-540-30116-5\_45},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BartoliniCNPT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KallesN02,
author = {Dimitrios Kalles and
Eirini Ntoutsi},
title = {Interactive Verification of Game Design and Playing Strategies},
booktitle = {14th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2002), 4-6 November 2002, Washington, DC, {USA}},
pages = {425--430},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/TAI.2002.1180834},
doi = {10.1109/TAI.2002.1180834},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/KallesN02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KallesPN00,
author = {Dimitrios Kalles and
Athanassios Papagelis and
Eirini Ntoutsi},
title = {Induction of decision trees in numeric domains using set-valued attributes},
journal = {Intell. Data Anal.},
volume = {4},
number = {3-4},
pages = {323--347},
year = {2000},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00023},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/KallesPN00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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