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ORCIDBibTeX records: Panagiotis Papapetrou
@article{DBLP:journals/artmed/BampaMJP24,
author = {Maria Bampa and
Ioanna Miliou and
Braslav Jovanovic and
Panagiotis Papapetrou},
title = {M-ClustEHR: {A} multimodal clustering approach for electronic health
records},
journal = {Artif. Intell. Medicine},
volume = {154},
pages = {102905},
year = {2024},
url = {https://doi.org/10.1016/j.artmed.2024.102905},
doi = {10.1016/J.ARTMED.2024.102905},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/BampaMJP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LeeLP24,
author = {Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
title = {Z-Time: efficient and effective interpretable multivariate time series
classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {206--236},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00969-x},
doi = {10.1007/S10618-023-00969-X},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LeeLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/KreuzerPZ24,
author = {Tim Kreuzer and
Panagiotis Papapetrou and
Jelena Zdravkovic},
title = {Artificial intelligence in digital twins - {A} systematic literature
review},
journal = {Data Knowl. Eng.},
volume = {151},
pages = {102304},
year = {2024},
url = {https://doi.org/10.1016/j.datak.2024.102304},
doi = {10.1016/J.DATAK.2024.102304},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/KreuzerPZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangSMMP24,
author = {Zhendong Wang and
Isak Samsten and
Ioanna Miliou and
Rami Mochaourab and
Panagiotis Papapetrou},
title = {Glacier: guided locally constrained counterfactual explanations for
time series classification},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4639--4669},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06502-x},
doi = {10.1007/S10994-023-06502-X},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangSMMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuratomiMLLP24,
author = {Alejandro Kuratomi and
Ioanna Miliou and
Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
title = {Ijuice: integer JUstIfied counterfactual explanations},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5731--5771},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06530-1},
doi = {10.1007/S10994-024-06530-1},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuratomiMLLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/MondrejevskiRMP24,
author = {Lena Mondrejevski and
Franco Rugolon and
Ioanna Miliou and
Panagiotis Papapetrou},
editor = {Gilberto Ochoa{-}Ruiz and
Enrico Grisan and
Sharib Ali and
Rosa Sicilia and
Luc{\'{\i}}a Prieto Santamar{\'{\i}}a and
Bridget Kane and
Christian Daul and
Gildardo S{\'{a}}nchez{-}Ante and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez},
title = {{MASICU:} {A} Multimodal Attention-based classifier for Sepsis mortality
prediction in the {ICU}},
booktitle = {37th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2024, Guadalajara, Mexico, June 26-28, 2024},
pages = {326--331},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CBMS61543.2024.00061},
doi = {10.1109/CBMS61543.2024.00061},
timestamp = {Wed, 07 Aug 2024 14:16:11 +0200},
biburl = {https://dblp.org/rec/conf/cbms/MondrejevskiRMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LeeASPF24,
author = {Zed Lee and
{\'{A}}lfheidur {\'{A}}stvaldsd{\'{o}}ttir and
Hans Sandberg and
Panagiotis Papapetrou and
Uno Fors},
editor = {Gilberto Ochoa{-}Ruiz and
Enrico Grisan and
Sharib Ali and
Rosa Sicilia and
Luc{\'{\i}}a Prieto Santamar{\'{\i}}a and
Bridget Kane and
Christian Daul and
Gildardo S{\'{a}}nchez{-}Ante and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez},
title = {Interpretable Caries Development Prediction with Event Intervals},
booktitle = {37th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2024, Guadalajara, Mexico, June 26-28, 2024},
pages = {430--435},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CBMS61543.2024.00077},
doi = {10.1109/CBMS61543.2024.00077},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/LeeASPF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/WangSMP24,
author = {Zhendong Wang and
Isak Samsten and
Ioanna Miliou and
Panagiotis Papapetrou},
editor = {Gilberto Ochoa{-}Ruiz and
Enrico Grisan and
Sharib Ali and
Rosa Sicilia and
Luc{\'{\i}}a Prieto Santamar{\'{\i}}a and
Bridget Kane and
Christian Daul and
Gildardo S{\'{a}}nchez{-}Ante and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez},
title = {{COMET:} Constrained Counterfactual Explanations for Patient Glucose
Multivariate Forecasting},
booktitle = {37th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2024, Guadalajara, Mexico, June 26-28, 2024},
pages = {502--507},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CBMS61543.2024.00089},
doi = {10.1109/CBMS61543.2024.00089},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/WangSMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2024-1,
editor = {Ioanna Miliou and
Nico Piatkowski and
Panagiotis Papapetrou},
title = {Advances in Intelligent Data Analysis {XXII} - 22nd International
Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden,
April 24-26, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14641},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-58547-0},
doi = {10.1007/978-3-031-58547-0},
isbn = {978-3-031-58546-3},
timestamp = {Wed, 24 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2024-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2024-2,
editor = {Ioanna Miliou and
Nico Piatkowski and
Panagiotis Papapetrou},
title = {Advances in Intelligent Data Analysis {XXII} - 22nd International
Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden,
April 24-26, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14642},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-58553-1},
doi = {10.1007/978-3-031-58553-1},
isbn = {978-3-031-58555-5},
timestamp = {Wed, 24 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2024-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/WangSKP23,
author = {Zhendong Wang and
Isak Samsten and
Vasiliki Kougia and
Panagiotis Papapetrou},
title = {Style-transfer counterfactual explanations: An application to mortality
prevention of {ICU} patients},
journal = {Artif. Intell. Medicine},
volume = {135},
pages = {102457},
year = {2023},
url = {https://doi.org/10.1016/j.artmed.2022.102457},
doi = {10.1016/J.ARTMED.2022.102457},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/WangSKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KuratomiLMLP23,
author = {Alejandro Kuratomi and
Zed Lee and
Ioanna Miliou and
Tony Lindgren and
Panagiotis Papapetrou},
title = {{ORANGE:} Opposite-label soRting for tANGent Explanations in heterogeneous
spaces},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302474},
doi = {10.1109/DSAA60987.2023.10302474},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KuratomiLMLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangMSP23,
author = {Zhendong Wang and
Ioanna Miliou and
Isak Samsten and
Panagiotis Papapetrou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Counterfactual Explanations for Time Series Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1391--1396},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00180},
doi = {10.1109/ICDM58522.2023.00180},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangMSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MovinJHP23,
author = {Maria Movin and
Guilherme Dinis Junior and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {Explaining Black Box Reinforcement Learning Agents Through Counterfactual
Policies},
booktitle = {Advances in Intelligent Data Analysis {XXI} - 21st International Symposium
on Intelligent Data Analysis, {IDA} 2023, Louvain-la-Neuve, Belgium,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13876},
pages = {314--326},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_25},
doi = {10.1007/978-3-031-30047-9\_25},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/MovinJHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/Garcia0PBCEG023,
author = {Diego Garc{\'{\i}}a{-}P{\'{e}}rez and
Daniel P{\'{e}}rez and
Panagiotis Papapetrou and
Ignacio D{\'{\i}}az Blanco and
Abel A. Cuadrado and
Jos{\'{e}} Mar{\'{\i}}a Enguita and
Ana Gonz{\'{a}}lez{-}Mu{\~{n}}iz and
Manuel Dom{\'{\i}}nguez},
editor = {Ilias Maglogiannis and
Lazaros S. Iliadis and
Antonios Papaleonidas and
Ioannis P. Chochliouros},
title = {Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation},
booktitle = {Artificial Intelligence Applications and Innovations. {AIAI} 2023
{IFIP} {WG} 12.5 International Workshops - {MHDW} 2023, 5G-PINE 2023,
{\(\Alpha\)}{\(\Iota\)}BMG 2023, and {VAA-CP-EB} 2023, Le{\'{o}}n,
Spain, June 14-17, 2023, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {677},
pages = {421--433},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34171-7\_34},
doi = {10.1007/978-3-031-34171-7\_34},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/Garcia0PBCEG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rcis/BorkPZ23,
author = {Dominik Bork and
Panagiotis Papapetrou and
Jelena Zdravkovic},
editor = {Selmin Nurcan and
Andreas L. Opdahl and
Haralambos Mouratidis and
Aggeliki Tsohou},
title = {Enterprise Modeling for Machine Learning: Case-Based Analysis and
Initial Framework Proposal},
booktitle = {Research Challenges in Information Science: Information Science and
the Connected World - 17th International Conference, {RCIS} 2023,
Corfu, Greece, May 23-26, 2023, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {476},
pages = {518--525},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33080-3\_33},
doi = {10.1007/978-3-031-33080-3\_33},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rcis/BorkPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10994,
author = {Van Long Ho and
Nguyen Ho and
Torben Bach Pedersen and
Panagiotis Papapetrou},
title = {Efficient Generalized Temporal Pattern Mining in Big Time Series Using
Mutual Information},
journal = {CoRR},
volume = {abs/2306.10994},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10994},
doi = {10.48550/ARXIV.2306.10994},
eprinttype = {arXiv},
eprint = {2306.10994},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13394,
author = {Andrew Aquilina and
Sean Diacono and
Panagiotis Papapetrou and
Maria Movin},
title = {An End-to-End Workflow using Topic Segmentation and Text Summarisation
Methods for Improved Podcast Comprehension},
journal = {CoRR},
volume = {abs/2307.13394},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13394},
doi = {10.48550/ARXIV.2307.13394},
eprinttype = {arXiv},
eprint = {2307.13394},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08137,
author = {Zhendong Wang and
Ioanna Miliou and
Isak Samsten and
Panagiotis Papapetrou},
title = {Counterfactual Explanations for Time Series Forecasting},
journal = {CoRR},
volume = {abs/2310.08137},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08137},
doi = {10.48550/ARXIV.2310.08137},
eprinttype = {arXiv},
eprint = {2310.08137},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DeegallaWPB22,
author = {Sampath Deegalla and
Keerthi Walgama and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m},
title = {Random subspace and random projection nearest neighbor ensembles for
high dimensional data},
journal = {Expert Syst. Appl.},
volume = {191},
pages = {116078},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.116078},
doi = {10.1016/J.ESWA.2021.116078},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DeegallaWPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/MochaourabVSPR22,
author = {Rami Mochaourab and
Arun Venkitaraman and
Isak Samsten and
Panagiotis Papapetrou and
Cristian R. Rojas},
title = {Post Hoc Explainability for Time Series Classification: Toward a signal
processing perspective},
journal = {{IEEE} Signal Process. Mag.},
volume = {39},
number = {4},
pages = {119--129},
year = {2022},
url = {https://doi.org/10.1109/MSP.2022.3155955},
doi = {10.1109/MSP.2022.3155955},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/MochaourabVSPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgcn/AzariSPC22,
author = {Amin Azari and
Fateme Salehi and
Panagiotis Papapetrou and
Cicek Cavdar},
title = {Energy and Resource Efficiency by User Traffic Prediction and Classification
in Cellular Networks},
journal = {{IEEE} Trans. Green Commun. Netw.},
volume = {6},
number = {2},
pages = {1082--1095},
year = {2022},
url = {https://doi.org/10.1109/TGCN.2021.3126286},
doi = {10.1109/TGCN.2021.3126286},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgcn/AzariSPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BampaFMP22,
author = {Maria Bampa and
Tobias Fasth and
Sindri Magn{\'{u}}sson and
Panagiotis Papapetrou},
editor = {Martin Michalowski and
Syed Sibte Raza Abidi and
Samina Abidi},
title = {EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement
Learning},
booktitle = {Artificial Intelligence in Medicine - 20th International Conference
on Artificial Intelligence in Medicine, {AIME} 2022, Halifax, NS,
Canada, June 14-17, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13263},
pages = {189--199},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09342-5\_18},
doi = {10.1007/978-3-031-09342-5\_18},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aime/BampaFMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/MondrejevskiMMP22,
author = {Lena Mondrejevski and
Ioanna Miliou and
Annaclaudia Montanino and
David Pitts and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {Linlin Shen and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zhihui Lai and
Rosa Sicilia and
Jo{\~{a}}o Rafael Almeida and
Bridget Kane},
title = {{FLICU:} {A} Federated Learning Workflow for Intensive Care Unit Mortality
Prediction},
booktitle = {35th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2022, Shenzen, China, July 21-23, 2022},
pages = {32--37},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CBMS55023.2022.00013},
doi = {10.1109/CBMS55023.2022.00013},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/MondrejevskiMMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KuratomiMLLP22,
author = {Alejandro Kuratomi and
Ioanna Miliou and
Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
editor = {Pascal Poncelet and
Dino Ienco},
title = {{JUICE:} JUstIfied Counterfactual Explanations},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {493--508},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_35},
doi = {10.1007/978-3-031-18840-4\_35},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/KuratomiMLLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GuarnizoMP22,
author = {Stefany Guarnizo and
Ioanna Miliou and
Panagiotis Papapetrou},
editor = {Tassadit Bouadi and
{\'{E}}lisa Fromont and
Eyke H{\"{u}}llermeier},
title = {Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental
Factors},
booktitle = {Advances in Intelligent Data Analysis {XX} - 20th International Symposium
on Intelligent Data Analysis, {IDA} 2022, Rennes, France, April 20-22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13205},
pages = {128--142},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-01333-1\_11},
doi = {10.1007/978-3-031-01333-1\_11},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/GuarnizoMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeTP22,
author = {Zed Lee and
Marco Trincavelli and
Panagiotis Papapetrou},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Finding Local Groupings of Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {70--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_5},
doi = {10.1007/978-3-031-26422-1\_5},
timestamp = {Thu, 23 Mar 2023 08:30:33 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeeTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RugolonBP22,
author = {Franco Rugolon and
Maria Bampa and
Panagiotis Papapetrou},
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 = {A Workflow for Generating Patient Counterfactuals in Lung Transplant
Recipients},
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 {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {291--306},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_20},
doi = {10.1007/978-3-031-23633-4\_20},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RugolonBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuratomiPPLT22,
author = {Alejandro Kuratomi and
Evaggelia Pitoura and
Panagiotis Papapetrou and
Tony Lindgren and
Panayiotis Tsaparas},
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 = {Measuring the Burden of (Un)fairness Using Counterfactuals},
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 = {402--417},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_27},
doi = {10.1007/978-3-031-23618-1\_27},
timestamp = {Mon, 26 Jun 2023 20:44:31 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuratomiPPLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MochaourabSGP22,
author = {Rami Mochaourab and
Sugandh Sinha and
Stanley Greenstein and
Panagiotis Papapetrou},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Demonstrator on Counterfactual Explanations for Differentially Private
Support Vector Machines},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {662--666},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_52},
doi = {10.1007/978-3-031-26422-1\_52},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MochaourabSGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vr/QuinteroPMMG22,
author = {Luis Quintero and
Panagiotis Papapetrou and
John Edison Mu{\~{n}}oz and
Jeroen De Mooij and
Michael Gaebler},
title = {Excite-O-Meter: an Open-Source Unity Plugin to Analyze Heart Activity
and Movement Trajectories in Custom {VR} Environments},
booktitle = {2022 {IEEE} Conference on Virtual Reality and 3D User Interfaces Abstracts
and Workshops, {VR} Workshops, Christchurch, New Zealand, March 12-16,
2022},
pages = {46--47},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VRW55335.2022.00017},
doi = {10.1109/VRW55335.2022.00017},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vr/QuinteroPMMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15104,
author = {Lena Mondrejevski and
Ioanna Miliou and
Annaclaudia Montanino and
David Pitts and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
title = {{FLICU:} {A} Federated Learning Workflow for Intensive Care Unit Mortality
Prediction},
journal = {CoRR},
volume = {abs/2205.15104},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15104},
doi = {10.48550/ARXIV.2205.15104},
eprinttype = {arXiv},
eprint = {2205.15104},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RebaneKBP21,
author = {Jonathan Rebane and
Isak Karlsson and
Leon Bornemann and
Panagiotis Papapetrou},
title = {{SMILE:} a feature-based temporal abstraction framework for event-interval
sequence classification},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {1},
pages = {372--399},
year = {2021},
url = {https://doi.org/10.1007/s10618-020-00719-3},
doi = {10.1007/S10618-020-00719-3},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RebaneKBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SpiliopoulouP21,
author = {Myra Spiliopoulou and
Panagiotis Papapetrou},
title = {Guest editorial: Special issue on mining for health},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {4},
pages = {1710--1712},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00767-3},
doi = {10.1007/S10618-021-00767-3},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SpiliopoulouP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/AfzaalNZPFWLW21,
author = {Muhammad Afzaal and
Jalal Nouri and
Aayesha Zia and
Panagiotis Papapetrou and
Uno Fors and
Yongchao Wu and
Xiu Li and
Rebecka Weegar},
title = {Explainable {AI} for Data-Driven Feedback and Intelligent Action Recommendations
to Support Students Self-Regulation},
journal = {Frontiers Artif. Intell.},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/frai.2021.723447},
doi = {10.3389/FRAI.2021.723447},
timestamp = {Thu, 21 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/AfzaalNZPFWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KougiaPPG21,
author = {Vasiliki Kougia and
John Pavlopoulos and
Panagiotis Papapetrou and
Max Gordon},
title = {{RTEX:} {A} novel framework for ranking, tagging, and explanatory
diagnostic captioning of radiography exams},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {8},
pages = {1651--1659},
year = {2021},
url = {https://doi.org/10.1093/jamia/ocab046},
doi = {10.1093/JAMIA/OCAB046},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KougiaPPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AfzaalNZPFWLW21,
author = {Muhammad Afzaal and
Jalal Nouri and
Aayesha Zia and
Panagiotis Papapetrou and
Uno Fors and
Yongchao Wu and
Xiu Li and
Rebecka Weegar},
editor = {Ido Roll and
Danielle S. McNamara and
Sergey A. Sosnovsky and
Rose Luckin and
Vania Dimitrova},
title = {Generation of Automatic Data-Driven Feedback to Students Using Explainable
Machine Learning},
booktitle = {Artificial Intelligence in Education - 22nd International Conference,
{AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12749},
pages = {37--42},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78270-2\_6},
doi = {10.1007/978-3-030-78270-2\_6},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/AfzaalNZPFWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/WangSP21,
author = {Zhendong Wang and
Isak Samsten and
Panagiotis Papapetrou},
editor = {Allan Tucker and
Pedro Henriques Abreu and
Jaime S. Cardoso and
Pedro Pereira Rodrigues and
David Ria{\~{n}}o},
title = {Counterfactual Explanations for Survival Prediction of Cardiovascular
{ICU} Patients},
booktitle = {Artificial Intelligence in Medicine - 19th International Conference
on Artificial Intelligence in Medicine, {AIME} 2021, Virtual Event,
June 15-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12721},
pages = {338--348},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77211-6\_38},
doi = {10.1007/978-3-030-77211-6\_38},
timestamp = {Thu, 10 Jun 2021 07:59:32 +0200},
biburl = {https://dblp.org/rec/conf/aime/WangSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/PavlopoulosP21,
author = {John Pavlopoulos and
Panagiotis Papapetrou},
editor = {Allan Tucker and
Pedro Henriques Abreu and
Jaime S. Cardoso and
Pedro Pereira Rodrigues and
David Ria{\~{n}}o},
title = {Customized Neural Predictive Medical Text: {A} Use-Case on Caregivers},
booktitle = {Artificial Intelligence in Medicine - 19th International Conference
on Artificial Intelligence in Medicine, {AIME} 2021, Virtual Event,
June 15-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12721},
pages = {438--443},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77211-6\_52},
doi = {10.1007/978-3-030-77211-6\_52},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/PavlopoulosP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aivr/QuinteroPHF21,
author = {Luis Quintero and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Uno Fors},
title = {Effective Classification of Head Motion Trajectories in Virtual Reality
Using Time-Series Methods},
booktitle = {{IEEE} International Conference on Artificial Intelligence and Virtual
Reality, {AIVR} 2021, Taichung, Taiwan, November 15-17, 2021},
pages = {38--46},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/AIVR52153.2021.00015},
doi = {10.1109/AIVR52153.2021.00015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aivr/QuinteroPHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/RebaneSPP21,
author = {Jonathan Rebane and
Isak Samsten and
Panteleimon Pantelidis and
Panagiotis Papapetrou},
editor = {Jo{\~{a}}o Rafael Almeida and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Linlin Shen and
Bridget Kane and
Agma J. M. Traina and
Paolo Soda and
Jos{\'{e}} Lu{\'{\i}}s Oliveira},
title = {Assessing the Clinical Validity of Attention-based and {SHAP} Temporal
Explanations for Adverse Drug Event Predictions},
booktitle = {34th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2021, Aveiro, Portugal, June 7-9, 2021},
pages = {235--240},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CBMS52027.2021.00025},
doi = {10.1109/CBMS52027.2021.00025},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/RebaneSPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/LjungmanLPFLPF21,
author = {Jimmy Ljungman and
Vanessa Lislevand and
John Pavlopoulos and
Alexandra Farazouli and
Zed Lee and
Panagiotis Papapetrou and
Uno Fors},
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Automated Grading of Exam Responses: An Extensive Classification Benchmark},
booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {3--18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5\_1},
doi = {10.1007/978-3-030-88942-5\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/LjungmanLPFLPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/MiliouPP21,
author = {Ioanna Miliou and
John Pavlopoulos and
Panagiotis Papapetrou},
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Sentiment Nowcasting During the {COVID-19} Pandemic},
booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {218--228},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5\_17},
doi = {10.1007/978-3-030-88942-5\_17},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/MiliouPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/WangSMP21,
author = {Zhendong Wang and
Isak Samsten and
Rami Mochaourab and
Panagiotis Papapetrou},
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Learning Time Series Counterfactuals via Latent Space Representations},
booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {369--384},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5\_29},
doi = {10.1007/978-3-030-88942-5\_29},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/WangSMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/AfzaalNZPFWLW21,
author = {Muhammad Afzaal and
Jalal Nouri and
Aayesha Zia and
Panagiotis Papapetrou and
Uno Fors and
Yongchao Wu and
Xiu Li and
Rebecka Weegar},
editor = {Maiga Chang and
Nian{-}Shing Chen and
Demetrios G. Sampson and
Ahmed Tlili},
title = {Automatic and Intelligent Recommendations to Support Students' Self-Regulation},
booktitle = {21st International Conference on Advanced Learning Technologies, {ICALT}
2021, Tartu, Estonia, July 12-15, 2021},
pages = {336--338},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICALT52272.2021.00107},
doi = {10.1109/ICALT52272.2021.00107},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/AfzaalNZPFWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LeeAPL21,
author = {Zed Lee and
Nicholas Anton and
Panagiotis Papapetrou and
Tony Lindgren},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Z-Hist: {A} Temporal Abstraction of Multivariate Histogram Snapshots},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {376--388},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_30},
doi = {10.1007/978-3-030-74251-5\_30},
timestamp = {Wed, 14 Apr 2021 14:05:44 +0200},
biburl = {https://dblp.org/rec/conf/ida/LeeAPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03785,
author = {Rami Mochaourab and
Sugandh Sinha and
Stanley Greenstein and
Panagiotis Papapetrou},
title = {Robust Explanations for Private Support Vector Machines},
journal = {CoRR},
volume = {abs/2102.03785},
year = {2021},
url = {https://arxiv.org/abs/2102.03785},
eprinttype = {arXiv},
eprint = {2102.03785},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01645,
author = {Amin Azari and
Fateme Salehi and
Panagiotis Papapetrou and
Cicek Cavdar},
title = {Energy and Resource Efficiency by User Traffic Prediction and Classification
in Cellular Networks},
journal = {CoRR},
volume = {abs/2111.01645},
year = {2021},
url = {https://arxiv.org/abs/2111.01645},
eprinttype = {arXiv},
eprint = {2111.01645},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RebaneSP20,
author = {Jonathan Rebane and
Isak Samsten and
Panagiotis Papapetrou},
title = {Exploiting complex medical data with interpretable deep learning for
adverse drug event prediction},
journal = {Artif. Intell. Medicine},
volume = {109},
pages = {101942},
year = {2020},
url = {https://doi.org/10.1016/j.artmed.2020.101942},
doi = {10.1016/J.ARTMED.2020.101942},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/RebaneSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhaoPAB20,
author = {Jing Zhao and
Panagiotis Papapetrou and
Lars Asker and
Henrik Bostr{\"{o}}m},
title = {Corrigendum to 'Learning from heterogeneous temporal data in electronic
health records'. {[J.} Biomed. Inform. 65 {(2017)} 105-119]},
journal = {J. Biomed. Informatics},
volume = {101},
pages = {103352},
year = {2020},
url = {https://doi.org/10.1016/j.jbi.2019.103352},
doi = {10.1016/J.JBI.2019.103352},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ZhaoPAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KarlssonRPG20,
author = {Isak Karlsson and
Jonathan Rebane and
Panagiotis Papapetrou and
Aristides Gionis},
title = {Locally and globally explainable time series tweaking},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {5},
pages = {1671--1700},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01389-4},
doi = {10.1007/S10115-019-01389-4},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KarlssonRPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/Kumarakulasinghe20,
author = {Nesaretnam Barr Kumarakulasinghe and
Tobias Blomberg and
Jintai Liu and
Alexandra Saraiva Leao and
Panagiotis Papapetrou},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {Evaluating Local Interpretable Model-Agnostic Explanations on Clinical
Machine Learning Classification Models},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {7--12},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00009},
doi = {10.1109/CBMS49503.2020.00009},
timestamp = {Mon, 16 Jan 2023 08:52:16 +0100},
biburl = {https://dblp.org/rec/conf/cbms/Kumarakulasinghe20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/BampaPH20,
author = {Maria Bampa and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {A Clustering Framework for Patient Phenotyping with Application to
Adverse Drug Events},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {177--182},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00041},
doi = {10.1109/CBMS49503.2020.00041},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/BampaPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LeeRP20,
author = {Zed Lee and
Jonathan Rebane and
Panagiotis Papapetrou},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {Mining Disproportional Frequent Arrangements of Event Intervals for
Investigating Adverse Drug Events},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {289--292},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00061},
doi = {10.1109/CBMS49503.2020.00061},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/LeeRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PavlopoulosP20,
author = {John Pavlopoulos and
Panagiotis Papapetrou},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {Clinical Predictive Keyboard using Statistical and Neural Language
Modeling},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {293--296},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00062},
doi = {10.1109/CBMS49503.2020.00062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/PavlopoulosP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeeLP20,
author = {Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Z-Miner: An Efficient Method for Mining Frequent Arrangements of Event
Intervals},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {524--534},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403095},
doi = {10.1145/3394486.3403095},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeeLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuratomiLP20,
author = {Alejandro Kuratomi and
Tony Lindgren and
Panagiotis Papapetrou},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Prediction of Global Navigation Satellite System Positioning Errors
with Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {562--578},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_34},
doi = {10.1007/978-3-030-67667-4\_34},
timestamp = {Mon, 01 Mar 2021 11:14:37 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KuratomiLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeGP20,
author = {Zed Lee and
Sarunas Girdzijauskas and
Panagiotis Papapetrou},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Z-Embedding: {A} Spectral Representation of Event Intervals for Efficient
Clustering and Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {710--726},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_41},
doi = {10.1007/978-3-030-67658-2\_41},
timestamp = {Fri, 26 Feb 2021 14:49:45 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeeGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06316,
author = {Vasiliki Kougia and
John Pavlopoulos and
Panagiotis Papapetrou and
Max Gordon},
title = {{RTEX:} {A} novel methodology for Ranking, Tagging, and Explanatory
diagnostic captioning of radiography exams},
journal = {CoRR},
volume = {abs/2006.06316},
year = {2020},
url = {https://arxiv.org/abs/2006.06316},
eprinttype = {arXiv},
eprint = {2006.06316},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12040,
author = {John Pavlopoulos and
Panagiotis Papapetrou},
title = {Clinical Predictive Keyboard using Statistical and Neural Language
Modeling},
journal = {CoRR},
volume = {abs/2006.12040},
year = {2020},
url = {https://arxiv.org/abs/2006.12040},
eprinttype = {arXiv},
eprint = {2006.12040},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/BagattiniKRP19,
author = {Francesco Bagattini and
Isak Karlsson and
Jonathan Rebane and
Panagiotis Papapetrou},
title = {A classification framework for exploiting sparse multi-variate temporal
features with application to adverse drug event detection in medical
records},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {19},
number = {1},
pages = {7:1--7:20},
year = {2019},
url = {https://doi.org/10.1186/s12911-018-0717-4},
doi = {10.1186/S12911-018-0717-4},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/BagattiniKRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aivr/QuinteroPM19,
author = {Luis Quintero and
Panagiotis Papapetrou and
John Edison Mu{\~{n}}oz},
title = {Open-Source Physiological Computing Framework using Heart Rate Variability
in Mobile Virtual Reality Applications},
booktitle = {2019 {IEEE} International Conference on Artificial Intelligence and
Virtual Reality, {AIVR} 2019, San Diego, CA, USA, December 9-11, 2019},
pages = {126--133},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/AIVR46125.2019.00027},
doi = {10.1109/AIVR46125.2019.00027},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aivr/QuinteroPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/RebaneKP19,
author = {Jonathan Rebane and
Isak Karlsson and
Panagiotis Papapetrou},
title = {An Investigation of Interpretable Deep Learning for Adverse Drug Event
Prediction},
booktitle = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
pages = {337--342},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMS.2019.00075},
doi = {10.1109/CBMS.2019.00075},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/cbms/RebaneKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AzariPDP19,
author = {Amin Azari and
Panagiotis Papapetrou and
Stojan Z. Denic and
Gunnar Peters},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Cellular Traffic Prediction and Classification: {A} Comparative Evaluation
of {LSTM} and {ARIMA}},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {129--144},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_11},
doi = {10.1007/978-3-030-33778-0\_11},
timestamp = {Tue, 22 Oct 2019 15:44:49 +0200},
biburl = {https://dblp.org/rec/conf/dis/AzariPDP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/AzariPDP19,
author = {Amin Azari and
Panagiotis Papapetrou and
Stojan Z. Denic and
Gunnar Peters},
title = {User Traffic Prediction for Proactive Resource Management: Learning-Powered
Approaches},
booktitle = {2019 {IEEE} Global Communications Conference, {GLOBECOM} 2019, Waikoloa,
HI, USA, December 9-13, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GLOBECOM38437.2019.9014115},
doi = {10.1109/GLOBECOM38437.2019.9014115},
timestamp = {Wed, 04 Mar 2020 10:00:45 +0100},
biburl = {https://dblp.org/rec/conf/globecom/AzariPDP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QuinteroPMF19,
author = {Luis Quintero and
Panagiotis Papapetrou and
John Edison Mu{\~{n}}oz and
Uno Fors},
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {Implementation of Mobile-Based Real-Time Heart Rate Variability Detection
for Personalized Healthcare},
booktitle = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
pages = {838--846},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDMW.2019.00123},
doi = {10.1109/ICDMW.2019.00123},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/QuinteroPMF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BampaP19,
author = {Maria Bampa and
Panagiotis Papapetrou},
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {Mining Adverse Drug Events Using Multiple Feature Hierarchies and
Patient History Windows},
booktitle = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
pages = {925--932},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDMW.2019.00135},
doi = {10.1109/ICDMW.2019.00135},
timestamp = {Mon, 20 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BampaP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/HollmenP19,
author = {Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {John MacIntyre and
Ilias Maglogiannis and
Lazaros S. Iliadis and
Elias Pimenidis},
title = {Clustering Diagnostic Profiles of Patients},
booktitle = {Artificial Intelligence Applications and Innovations - 15th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2019, Hersonissos, Crete,
Greece, May 24-26, 2019, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {559},
pages = {120--126},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19823-7\_9},
doi = {10.1007/978-3-030-19823-7\_9},
timestamp = {Sun, 02 Jun 2019 21:25:43 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/HollmenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/AllaartMP19,
author = {Corinne G. Allaart and
Lena Mondrejevski and
Panagiotis Papapetrou},
editor = {John MacIntyre and
Ilias Maglogiannis and
Lazaros S. Iliadis and
Elias Pimenidis},
title = {{FISUL:} {A} Framework for Detecting Adverse Drug Events from Heterogeneous
Medical Sources Using Feature Importance},
booktitle = {Artificial Intelligence Applications and Innovations - 15th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2019, Hersonissos, Crete,
Greece, May 24-26, 2019, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {559},
pages = {139--151},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19823-7\_11},
doi = {10.1007/978-3-030-19823-7\_11},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/AllaartMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/LindgrenPSA19,
author = {Tony Lindgren and
Panagiotis Papapetrou and
Isak Samsten and
Lars Asker},
title = {Example-Based Feature Tweaking Using Random Forests},
booktitle = {20th {IEEE} International Conference on Information Reuse and Integration
for Data Science, {IRI} 2019, Los Angeles, CA, USA, July 30 - August
1, 2019},
pages = {53--60},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IRI.2019.00022},
doi = {10.1109/IRI.2019.00022},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iri/LindgrenPSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SpiliopoulouP19,
author = {Myra Spiliopoulou and
Panagiotis Papapetrou},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Mining and Model Understanding on Medical Data},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3223--3224},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332274},
doi = {10.1145/3292500.3332274},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SpiliopoulouP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2019w,
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8949436/proceeding},
isbn = {978-1-7281-4896-0},
timestamp = {Mon, 20 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00939,
author = {Amin Azari and
Panagiotis Papapetrou and
Stojan Z. Denic and
Gunnar Peters},
title = {Cellular Traffic Prediction and Classification: a comparative evaluation
of {LSTM} and {ARIMA}},
journal = {CoRR},
volume = {abs/1906.00939},
year = {2019},
url = {http://arxiv.org/abs/1906.00939},
eprinttype = {arXiv},
eprint = {1906.00939},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00951,
author = {Amin Azari and
Panagiotis Papapetrou and
Stojan Z. Denic and
Gunnar Peters},
title = {User Traffic Prediction for Proactive Resource Management: Learning-Powered
Approaches},
journal = {CoRR},
volume = {abs/1906.00951},
year = {2019},
url = {http://arxiv.org/abs/1906.00951},
eprinttype = {arXiv},
eprint = {1906.00951},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06058,
author = {Maria Bampa and
Panagiotis Papapetrou},
title = {Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous
Electronic Health Records},
journal = {CoRR},
volume = {abs/1907.06058},
year = {2019},
url = {http://arxiv.org/abs/1907.06058},
eprinttype = {arXiv},
eprint = {1907.06058},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KarlssonRPG18,
author = {Isak Karlsson and
Jonathan Rebane and
Panagiotis Papapetrou and
Aristides Gionis},
title = {Explainable Time Series Tweaking via Irreversible and Reversible Temporal
Transformations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {207--216},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00036},
doi = {10.1109/ICDM.2018.00036},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KarlssonRPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CrielaardP18,
author = {Loes Crielaard and
Panagiotis Papapetrou},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Explainable Predictions of Adverse Drug Events from Electronic Health
Records Via Oracle Coaching},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {707--714},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00108},
doi = {10.1109/ICDMW.2018.00108},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CrielaardP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip11-9/HomemPD18,
author = {Irvin Homem and
Panagiotis Papapetrou and
Spyridon Dosis},
editor = {Gilbert L. Peterson and
Sujeet Shenoi},
title = {Information-Entropy-Based {DNS} Tunnel Prediction},
booktitle = {Advances in Digital Forensics {XIV} - 14th {IFIP} {WG} 11.9 International
Conference, New Delhi, India, January 3-5, 2018, Revised Selected
Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {532},
pages = {127--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99277-8\_8},
doi = {10.1007/978-3-319-99277-8\_8},
timestamp = {Thu, 30 Aug 2018 16:22:35 +0200},
biburl = {https://dblp.org/rec/conf/ifip11-9/HomemPD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/HollmenAKPBWO18,
author = {Jaakko Hollm{\'{e}}n and
Lars Asker and
Isak Karlsson and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m and
Birgitta Norstedt Wikner and
Inger {\"{O}}hman},
title = {Exploring epistaxis as an adverse effect of anti-thrombotic drugs
and outdoor temperature},
booktitle = {Proceedings of the 11th PErvasive Technologies Related to Assistive
Environments Conference, {PETRA} 2018, Corfu, Greece, June 26-29,
2018},
pages = {1--4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3197768.3197769},
doi = {10.1145/3197768.3197769},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/HollmenAKPBWO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HielscherVPS18,
author = {Tommy Hielscher and
Henry V{\"{o}}lzke and
Panagiotis Papapetrou and
Myra Spiliopoulou},
editor = {Hisham M. Haddad and
Roger L. Wainwright and
Richard Chbeir},
title = {Discovering, selecting and exploiting feature sequence records of
study participants for the classification of epidemiological data
on hepatic steatosis},
booktitle = {Proceedings of the 33rd Annual {ACM} Symposium on Applied Computing,
{SAC} 2018, Pau, France, April 09-13, 2018},
pages = {6--13},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167132.3167162},
doi = {10.1145/3167132.3167162},
timestamp = {Wed, 25 Sep 2019 18:12:13 +0200},
biburl = {https://dblp.org/rec/conf/sac/HielscherVPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05183,
author = {Isak Karlsson and
Jonathan Rebane and
Panagiotis Papapetrou and
Aristides Gionis},
title = {Explainable time series tweaking via irreversible and reversible temporal
transformations},
journal = {CoRR},
volume = {abs/1809.05183},
year = {2018},
url = {http://arxiv.org/abs/1809.05183},
eprinttype = {arXiv},
eprint = {1809.05183},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KostakisP17,
author = {Orestis Kostakis and
Panagiotis Papapetrou},
title = {On searching and indexing sequences of temporal intervals},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {809--850},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0489-3},
doi = {10.1007/S10618-016-0489-3},
timestamp = {Fri, 28 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KostakisP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhaoPAB17,
author = {Jing Zhao and
Panagiotis Papapetrou and
Lars Asker and
Henrik Bostr{\"{o}}m},
title = {Learning from heterogeneous temporal data in electronic health records},
journal = {J. Biomed. Informatics},
volume = {65},
pages = {105--119},
year = {2017},
url = {https://doi.org/10.1016/j.jbi.2016.11.006},
doi = {10.1016/J.JBI.2016.11.006},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ZhaoPAB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BostromAGKLP17,
author = {Henrik Bostr{\"{o}}m and
Lars Asker and
Ram B. Gurung and
Isak Karlsson and
Tony Lindgren and
Panagiotis Papapetrou},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {Conformal Prediction Using Random Survival Forests},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {812--817},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.00-57},
doi = {10.1109/ICMLA.2017.00-57},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BostromAGKLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KarlssonPA17,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Lars Asker},
editor = {Niall M. Adams and
Allan Tucker and
David John Weston},
title = {KAPMiner: Mining Ordered Association Rules with Constraints},
booktitle = {Advances in Intelligent Data Analysis {XVI} - 16th International Symposium,
{IDA} 2017, London, UK, October 26-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10584},
pages = {149--161},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68765-0\_13},
doi = {10.1007/978-3-319-68765-0\_13},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/KarlssonPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KostakisP17,
author = {Orestis Kostakis and
Panagiotis Papapetrou},
editor = {Niall M. Adams and
Allan Tucker and
David John Weston},
title = {{ABIDE:} Querying Time-Evolving Sequences of Temporal Intervals},
booktitle = {Advances in Intelligent Data Analysis {XVI} - 16th International Symposium,
{IDA} 2017, London, UK, October 26-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10584},
pages = {173--185},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68765-0\_15},
doi = {10.1007/978-3-319-68765-0\_15},
timestamp = {Fri, 20 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KostakisP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KarlssonPABP17,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Lars Asker and
Henrik Bostr{\"{o}}m and
Hans E. Persson},
title = {Mining disproportional itemsets for characterizing groups of heart
failure patients from administrative health records},
booktitle = {Proceedings of the 10th International Conference on PErvasive Technologies
Related to Assistive Environments, {PETRA} 2017, Island of Rhodes,
Greece, June 21-23, 2017},
pages = {394--398},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3056540.3076177},
doi = {10.1145/3056540.3076177},
timestamp = {Tue, 06 Nov 2018 16:58:58 +0100},
biburl = {https://dblp.org/rec/conf/petra/KarlssonPABP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KareemAP17,
author = {Hend Kareem and
Lars Asker and
Panagiotis Papapetrou},
title = {Detecting Hierarchical Ties Using Link-Analysis Ranking at Different
Levels of Time Granularity},
journal = {CoRR},
volume = {abs/1701.06861},
year = {2017},
url = {http://arxiv.org/abs/1701.06861},
eprinttype = {arXiv},
eprint = {1701.06861},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KareemAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06363,
author = {Irvin Homem and
Panagiotis Papapetrou and
Spyridon Dosis},
title = {Entropy-based Prediction of Network Protocols in the Forensic Analysis
of {DNS} Tunnels},
journal = {CoRR},
volume = {abs/1709.06363},
year = {2017},
url = {http://arxiv.org/abs/1709.06363},
eprinttype = {arXiv},
eprint = {1709.06363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KarlssonPB16,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m},
title = {Generalized random shapelet forests},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1053--1085},
year = {2016},
url = {https://doi.org/10.1007/s10618-016-0473-y},
doi = {10.1007/S10618-016-0473-Y},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KarlssonPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KotsifakosAP16,
author = {Alexios Kotsifakos and
Vassilis Athitsos and
Panagiotis Papapetrou},
title = {Query-sensitive distance measure selection for time series nearest
neighbor classification},
journal = {Intell. Data Anal.},
volume = {20},
number = {1},
pages = {5--27},
year = {2016},
url = {https://doi.org/10.3233/IDA-150791},
doi = {10.3233/IDA-150791},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/KotsifakosAP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lalc/LijffijtNSPPM16,
author = {Jefrey Lijffijt and
Terttu Nevalainen and
Tanja S{\"{a}}ily and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki and
Heikki Mannila},
title = {Significance testing of word frequencies in corpora},
journal = {Digit. Scholarsh. Humanit.},
volume = {31},
number = {2},
pages = {374--397},
year = {2016},
url = {https://doi.org/10.1093/llc/fqu064},
doi = {10.1093/LLC/FQU064},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lalc/LijffijtNSPPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/AskerBPP16,
author = {Lars Asker and
Henrik Bostr{\"{o}}m and
Panagiotis Papapetrou and
Hans E. Persson},
title = {Identifying Factors for the Effectiveness of Treatment of Heart Failure:
{A} Registry Study},
booktitle = {29th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2016, Belfast, {UK} and Dublin, Ireland, June 20-24, 2016},
pages = {205--206},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CBMS.2016.50},
doi = {10.1109/CBMS.2016.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/AskerBPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BornemannLP16,
author = {Leon Bornemann and
Jason Lecerf and
Panagiotis Papapetrou},
editor = {Toon Calders and
Michelangelo Ceci and
Donato Malerba},
title = {{STIFE:} {A} Framework for Feature-Based Classification of Sequences
of Temporal Intervals},
booktitle = {Discovery Science - 19th International Conference, {DS} 2016, Bari,
Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9956},
pages = {85--100},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46307-0\_6},
doi = {10.1007/978-3-319-46307-0\_6},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/BornemannLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KarlssonPB16,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m},
editor = {Toon Calders and
Michelangelo Ceci and
Donato Malerba},
title = {Early Random Shapelet Forest},
booktitle = {Discovery Science - 19th International Conference, {DS} 2016, Bari,
Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9956},
pages = {261--276},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46307-0\_17},
doi = {10.1007/978-3-319-46307-0\_17},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/KarlssonPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JaberWPG16,
author = {Mohammad Tareq Jaber and
Peter T. Wood and
Panagiotis Papapetrou and
Ana Gonz{\'{a}}lez{-}Marcos},
title = {A Multi-Granularity Pattern-Based Sequence Classification Framework
for Educational Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {370--378},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.46},
doi = {10.1109/DSAA.2016.46},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JaberWPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AskerPB16,
author = {Lars Asker and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m},
title = {Learning from Swedish Healthcare Data},
booktitle = {Proceedings of the 9th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2016, Corfu
Island, Greece, June 29 - July 1, 2016},
pages = {47},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2910674.2935859},
doi = {10.1145/2910674.2935859},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/AskerPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/GlinosDTP16,
author = {Myrsini Glinos and
Svante Dahlberg and
Nikolaos Tselas and
Panagiotis Papapetrou},
title = {FindMyDoc: a {P2P} platform disrupting traditional healthcare models
and matching patients to doctors},
booktitle = {Proceedings of the 9th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2016, Corfu
Island, Greece, June 29 - July 1, 2016},
pages = {53},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2910674.2910723},
doi = {10.1145/2910674.2910723},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/GlinosDTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeneliusKPUP16,
author = {Andreas Henelius and
Isak Karlsson and
Panagiotis Papapetrou and
Antti Ukkonen and
Kai Puolam{\"{a}}ki},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Semigeometric Tiling of Event Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {329--344},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_21},
doi = {10.1007/978-3-319-46128-1\_21},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HeneliusKPUP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2016,
editor = {Henrik Bostr{\"{o}}m and
Arno J. Knobbe and
Carlos Soares and
Panagiotis Papapetrou},
title = {Advances in Intelligent Data Analysis {XV} - 15th International Symposium,
{IDA} 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9897},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46349-0},
doi = {10.1007/978-3-319-46349-0},
isbn = {978-3-319-46348-3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeneliusPBP16,
author = {Andreas Henelius and
Kai Puolam{\"{a}}ki and
Henrik Bostr{\"{o}}m and
Panagiotis Papapetrou},
title = {Clustering with Confidence: Finding Clusters with Statistical Guarantees},
journal = {CoRR},
volume = {abs/1612.08714},
year = {2016},
url = {http://arxiv.org/abs/1612.08714},
eprinttype = {arXiv},
eprint = {1612.08714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeneliusPBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KostakisP15,
author = {Orestis Kostakis and
Panagiotis Papapetrou},
title = {Finding the longest common sub-pattern in sequences of temporal intervals},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {5},
pages = {1178--1210},
year = {2015},
url = {https://doi.org/10.1007/s10618-015-0404-3},
doi = {10.1007/S10618-015-0404-3},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KostakisP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KotsifakosSADP15,
author = {Alexios Kotsifakos and
Alexandra Stefan and
Vassilis Athitsos and
Gautam Das and
Panagiotis Papapetrou},
title = {{DRESS:} dimensionality reduction for efficient sequence search},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {5},
pages = {1280--1311},
year = {2015},
url = {https://doi.org/10.1007/s10618-015-0413-2},
doi = {10.1007/S10618-015-0413-2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KotsifakosSADP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LijffijtPP15,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki},
title = {Size matters: choosing the most informative set of window lengths
for mining patterns in event sequences},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {6},
pages = {1838--1864},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0397-3},
doi = {10.1007/S10618-014-0397-3},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LijffijtPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KotsifakosKPAG15,
author = {Alexios Kotsifakos and
Isak Karlsson and
Panagiotis Papapetrou and
Vassilis Athitsos and
Dimitrios Gunopulos},
title = {Embedding-based subsequence matching with gaps-range-tolerances: a
Query-By-Humming application},
journal = {{VLDB} J.},
volume = {24},
number = {4},
pages = {519--536},
year = {2015},
url = {https://doi.org/10.1007/s00778-015-0387-0},
doi = {10.1007/S00778-015-0387-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/KotsifakosKPAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/JaberPGW15,
author = {Mohammad Tareq Jaber and
Panagiotis Papapetrou and
Ana Gonz{\'{a}}lez{-}Marcos and
Peter T. Wood},
editor = {Markus Helfert and
Maria Teresa Restivo and
Susan Zvacek and
James Onohuome Uhomoibhi},
title = {Analysing Online Education-based Asynchronous Communication Tools
to Detect Students' Roles},
booktitle = {{CSEDU} 2015 - Proceedings of the 7th International Conference on
Computer Supported Education, Volume 2, Lisbon, Portugal, 23-25 May,
2015},
pages = {416--424},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005445604160424},
doi = {10.5220/0005445604160424},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csedu/JaberPGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KarlssonPA15,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Lars Asker},
editor = {Fillia Makedon},
title = {Multi-channel {ECG} classification using forests of randomized shapelet
trees},
booktitle = {Proceedings of the 8th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2015, Corfu,
Greece, July 1-3, 2015},
pages = {43:1--43:6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2769493.2769520},
doi = {10.1145/2769493.2769520},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/KarlssonPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LundgrenPA15,
author = {Erik Lundgren and
Panagiotis Papapetrou and
Lars Asker},
editor = {Fillia Makedon},
title = {Extracting news text from web pages: an application for the visually
impaired},
booktitle = {Proceedings of the 8th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2015, Corfu,
Greece, July 1-3, 2015},
pages = {68:1--68:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2769493.2769573},
doi = {10.1145/2769493.2769573},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/LundgrenPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JangyodsukPA15,
author = {Pat Jangyodsuk and
Panagiotis Papapetrou and
Vassilis Athitsos},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Optimizing Hashing Functions for Similarity Indexing in Arbitrary
Metric and Nonmetric Spaces},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {828--836},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.93},
doi = {10.1137/1.9781611974010.93},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JangyodsukPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slds/HeneliusPKZABP15,
author = {Andreas Henelius and
Kai Puolam{\"{a}}ki and
Isak Karlsson and
Jing Zhao and
Lars Asker and
Henrik Bostr{\"{o}}m and
Panagiotis Papapetrou},
editor = {Alexander Gammerman and
Vladimir Vovk and
Harris Papadopoulos},
title = {GoldenEye++: {A} Closer Look into the Black Box},
booktitle = {Statistical Learning and Data Sciences - Third International Symposium,
{SLDS} 2015, Egham, UK, April 20-23, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9047},
pages = {96--105},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-17091-6\_5},
doi = {10.1007/978-3-319-17091-6\_5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slds/HeneliusPKZABP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slds/KarlssonPB15,
author = {Isak Karlsson and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m},
editor = {Alexander Gammerman and
Vladimir Vovk and
Harris Papadopoulos},
title = {Forests of Randomized Shapelet Trees},
booktitle = {Statistical Learning and Data Sciences - Third International Symposium,
{SLDS} 2015, Egham, UK, April 20-23, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9047},
pages = {126--136},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-17091-6\_8},
doi = {10.1007/978-3-319-17091-6\_8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slds/KarlssonPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LijffijtPP14,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki},
title = {A statistical significance testing approach to mining the most informative
set of patterns},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {1},
pages = {238--263},
year = {2014},
url = {https://doi.org/10.1007/s10618-012-0298-2},
doi = {10.1007/S10618-012-0298-2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LijffijtPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HeneliusPBAP14,
author = {Andreas Henelius and
Kai Puolam{\"{a}}ki and
Henrik Bostr{\"{o}}m and
Lars Asker and
Panagiotis Papapetrou},
title = {A peek into the black box: exploring classifiers by randomization},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1503--1529},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0368-8},
doi = {10.1007/S10618-014-0368-8},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HeneliusPBAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/PapapetrouR14,
author = {Panagiotis Papapetrou and
George Roussos},
editor = {A. J. Brush and
Adrian Friday and
Julie A. Kientz and
James Scott and
Junehwa Song},
title = {Social context discovery from temporal app use patterns},
booktitle = {Proceedings of the 2014 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp '14 Adjunct Publication, Seattle,
WA, {USA} - September 13 - 17, 2014},
pages = {397--402},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2638728.2641699},
doi = {10.1145/2638728.2641699},
timestamp = {Tue, 26 Mar 2024 11:01:21 +0100},
biburl = {https://dblp.org/rec/conf/huc/PapapetrouR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/JaberPHW14,
author = {Mohammad Tareq Jaber and
Panagiotis Papapetrou and
Sven Helmer and
Peter T. Wood},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social
Relationships},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {143--154},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_13},
doi = {10.1007/978-3-319-12571-8\_13},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/JaberPHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KotsifakosP14,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {Model-Based Time Series Classification},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {179--191},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_16},
doi = {10.1007/978-3-319-12571-8\_16},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KotsifakosP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/TselasP14,
author = {Nikolaos Tselas and
Panagiotis Papapetrou},
editor = {Fillia Makedon and
Mark Clements and
Catherine Pelachaud and
Vana Kalogeraki and
Ilias Maglogiannis},
title = {Benchmarking dynamic time warping on nearest neighbor classification
of electrocardiograms},
booktitle = {Proceedings of the 7th International Conference on PErvasive Technologies
Related to Assistive Environments, {PETRA} 2014, Island of Rhodes,
Greece, May 27 - 30, 2014},
pages = {4:1--4:4},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2674396.2674417},
doi = {10.1145/2674396.2674417},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/TselasP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AskerBKPZ14,
author = {Lars Asker and
Henrik Bostr{\"{o}}m and
Isak Karlsson and
Panagiotis Papapetrou and
Jing Zhao},
editor = {Fillia Makedon and
Mark Clements and
Catherine Pelachaud and
Vana Kalogeraki and
Ilias Maglogiannis},
title = {Mining candidates for adverse drug interactions in electronic patient
records},
booktitle = {Proceedings of the 7th International Conference on PErvasive Technologies
Related to Assistive Environments, {PETRA} 2014, Island of Rhodes,
Greece, May 27 - 30, 2014},
pages = {22:1--22:4},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2674396.2674420},
doi = {10.1145/2674396.2674420},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/AskerBKPZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JaberWPH14,
author = {Mohammad Tareq Jaber and
Peter T. Wood and
Panagiotis Papapetrou and
Sven Helmer},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Inferring offline hierarchical ties from online social networks},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {1261--1266},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2580070},
doi = {10.1145/2567948.2580070},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JaberWPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KlaysriFLLP13,
author = {Thidawan Klaysri and
Trevor I. Fenner and
Oded Lachish and
Mark Levene and
Panagiotis Papapetrou},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Analysis of Cluster Structure in Large-Scale English Wikipedia Category
Networks},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {261--272},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_23},
doi = {10.1007/978-3-642-41398-8\_23},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KlaysriFLLP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KotsifakosKPA13,
author = {Alexios Kotsifakos and
Evangelos E. Kotsifakos and
Panagiotis Papapetrou and
Vassilis Athitsos},
editor = {Fillia Makedon and
Margrit Betke and
Magy Seif El{-}Nasr and
Ilias Maglogiannis},
title = {Genre classification of symbolic music with {SMBGT}},
booktitle = {The 6th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} '13, Island of Rhodes, Greece,
May 29-31, 2013},
pages = {44:1--44:7},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2504335.2504382},
doi = {10.1145/2504335.2504382},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/KotsifakosKPA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AthitsosKP13,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Vassilis Athitsos},
title = {{IBSM:} Interval-Based Sequence Matching},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {596--604},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.66},
doi = {10.1137/1.9781611972832.66},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AthitsosKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/PapapetrouBK12,
author = {Panagiotis Papapetrou and
Gary Benson and
George Kollios},
title = {Mining poly-regions in {DNA}},
journal = {Int. J. Data Min. Bioinform.},
volume = {6},
number = {4},
pages = {406--428},
year = {2012},
url = {https://doi.org/10.1504/IJDMB.2012.049278},
doi = {10.1504/IJDMB.2012.049278},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/PapapetrouBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KotsifakosPHGAK12,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos and
Vassilis Athitsos and
George Kollios},
title = {Hum-a-song: {A} Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming
System},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {12},
pages = {1930--1933},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1930\_alexioskotsifakos\_vldb2012.pdf},
doi = {10.14778/2367502.2367540},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KotsifakosPHGAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KotsifakosPHGA12,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos and
Vassilis Athitsos},
editor = {Fillia Makedon},
title = {A survey of query-by-humming similarity methods},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {5},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413104},
doi = {10.1145/2413097.2413104},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/KotsifakosPHGA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/PapapetrouCHKG12,
author = {Panagiotis Papapetrou and
Tatiana Chistiakova and
Jaakko Hollm{\'{e}}n and
Vana Kalogeraki and
Dimitrios Gunopulos},
editor = {Fillia Makedon},
title = {Finding representative objects using link analysis ranking},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {6},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413105},
doi = {10.1145/2413097.2413105},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/PapapetrouCHKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/GeorgatzisP12,
author = {Konstantinos Georgatzis and
Panagiotis Papapetrou},
editor = {Fillia Makedon},
title = {Benchmarking link analysis ranking methods in assistive environments},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {45},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413154},
doi = {10.1145/2413097.2413154},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/GeorgatzisP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LijffijtPP12,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Size Matters: Finding the Most Informative Set of Window Lengths},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {451--466},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_29},
doi = {10.1007/978-3-642-33486-3\_29},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LijffijtPP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KotsifakosPHG11,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos},
title = {A Subsequence Matching with Gaps-Range-Tolerances Framework: {A} Query-By-Humming
Application},
journal = {Proc. {VLDB} Endow.},
volume = {4},
number = {11},
pages = {761--771},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p761-kotsifakos.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KotsifakosPHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/PapapetrouAPKG11,
author = {Panagiotis Papapetrou and
Vassilis Athitsos and
Michalis Potamias and
George Kollios and
Dimitrios Gunopulos},
title = {Embedding-based subsequence matching in time-series databases},
journal = {{ACM} Trans. Database Syst.},
volume = {36},
number = {3},
pages = {17:1--17:39},
year = {2011},
url = {https://doi.org/10.1145/2000824.2000827},
doi = {10.1145/2000824.2000827},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/PapapetrouAPKG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KotsifakosAPHG11,
author = {Alexios Kotsifakos and
Vassilis Athitsos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos},
editor = {Margrit Betke and
Ilias Maglogiannis and
Grammati E. Pantziou},
title = {Model-based search in large time series databases},
booktitle = {{PETRA} 2011, The 4th International Conference on PErvasive Technologies
Related to Assistive Environments, Crete, Greece, May 25-27, 2011},
pages = {36},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2141622.2141666},
doi = {10.1145/2141622.2141666},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/KotsifakosAPHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KostakisPH11,
author = {Orestis Kostakis and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Margrit Betke and
Ilias Maglogiannis and
Grammati E. Pantziou},
title = {Distance measure for querying sequences of temporal intervals},
booktitle = {{PETRA} 2011, The 4th International Conference on PErvasive Technologies
Related to Assistive Environments, Crete, Greece, May 25-27, 2011},
pages = {40},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2141622.2141669},
doi = {10.1145/2141622.2141669},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/KostakisPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KostakisPH11,
author = {Orestis Kostakis and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {{ARTEMIS:} Assessing the Similarity of Event-Interval Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {229--244},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_15},
doi = {10.1007/978-3-642-23783-6\_15},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KostakisPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LijffijtPPM11,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki and
Heikki Mannila},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival
Times and Bootstrapping},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {341--357},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_22},
doi = {10.1007/978-3-642-23783-6\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LijffijtPPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapapetrouGM11,
author = {Panagiotis Papapetrou and
Aristides Gionis and
Heikki Mannila},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {A Shapley Value Approach for Influence Attribution},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {549--564},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_35},
doi = {10.1007/978-3-642-23783-6\_35},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PapapetrouGM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PuolamakiPL10,
author = {Kai Puolam{\"{a}}ki and
Panagiotis Papapetrou and
Jefrey Lijffijt},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Visually Controllable Data Mining Methods},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {409--417},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.141},
doi = {10.1109/ICDMW.2010.141},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PuolamakiPL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LijffijtPH10,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Fillia Makedon},
title = {Tracking your steps on the track: body sensor recordings of a controlled
walking experiment},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839363},
doi = {10.1145/1839294.1839363},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/LijffijtPH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LijffijtPHA10,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Vassilis Athitsos},
editor = {Fillia Makedon},
title = {Benchmarking dynamic time warping for music retrieval},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839365},
doi = {10.1145/1839294.1839365},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/LijffijtPHA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PapapetrouKSG09,
author = {Panagiotis Papapetrou and
George Kollios and
Stan Sclaroff and
Dimitrios Gunopulos},
title = {Mining frequent arrangements of temporal intervals},
journal = {Knowl. Inf. Syst.},
volume = {21},
number = {2},
pages = {133--171},
year = {2009},
url = {https://doi.org/10.1007/s10115-009-0196-0},
doi = {10.1007/S10115-009-0196-0},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PapapetrouKSG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PapapetrouAKG09,
author = {Panagiotis Papapetrou and
Vassilis Athitsos and
George Kollios and
Dimitrios Gunopulos},
title = {Reference-Based Alignment in Large Sequence Databases},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {205--216},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-320.pdf},
doi = {10.14778/1687627.1687651},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/PapapetrouAKG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/PapapetrouDA09,
author = {Panagiotis Papapetrou and
Paul Doliotis and
Vassilis Athitsos},
title = {Towards faster activity search using embedding-based subsequence matching},
booktitle = {Proceedings of the 2nd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2009, Corfu, Greece, June
9-13, 2009},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1579114.1579180},
doi = {10.1145/1579114.1579180},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/PapapetrouDA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AthitsosPPK08,
author = {Vassilis Athitsos and
Michalis Potamias and
Panagiotis Papapetrou and
George Kollios},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Nearest Neighbor Retrieval Using Distance-Based Hashing},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {327--336},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497441},
doi = {10.1109/ICDE.2008.4497441},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/AthitsosPPK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AthitsosPPKG08,
author = {Vassilis Athitsos and
Panagiotis Papapetrou and
Michalis Potamias and
George Kollios and
Dimitrios Gunopulos},
editor = {Jason Tsong{-}Li Wang},
title = {Approximate embedding-based subsequence matching of time series},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {365--378},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376656},
doi = {10.1145/1376616.1376656},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AthitsosPPKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PapapetrouBK06,
author = {Panagiotis Papapetrou and
Gary Benson and
George Kollios},
title = {Discovering Frequent Poly-Regions in {DNA} Sequences},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {94--98},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.63},
doi = {10.1109/ICDMW.2006.63},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PapapetrouBK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PapapetrouKSG05,
author = {Panagiotis Papapetrou and
George Kollios and
Stan Sclaroff and
Dimitrios Gunopulos},
title = {Discovering Frequent Arrangements of Temporal Intervals},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {354--361},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.50},
doi = {10.1109/ICDM.2005.50},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PapapetrouKSG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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