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ORCIDBibTeX records: Stan Matwin
@article{DBLP:journals/jaihc/JelodarOMWOW24,
author = {Hamed Jelodar and
Rita Orji and
Stan Matwin and
Swarna Weerasinghe and
Oladapo Oyebode and
Yongli Wang},
title = {Correction to: Emotion detection and semantic trends during {COVID-19}
social isolation using artificial intelligence techniques},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {15},
number = {4},
pages = {2653},
year = {2024},
url = {https://doi.org/10.1007/s12652-023-04741-3},
doi = {10.1007/S12652-023-04741-3},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/JelodarOMWOW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/TaylorMelansonSM24,
author = {Will Taylor{-}Melanson and
Zahra Sadeghi and
Stan Matwin},
title = {Causal generative explainers using counterfactual inference: a case
study on the Morpho-MNIST dataset},
journal = {Pattern Anal. Appl.},
volume = {27},
number = {3},
pages = {89},
year = {2024},
url = {https://doi.org/10.1007/s10044-024-01306-8},
doi = {10.1007/S10044-024-01306-8},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/TaylorMelansonSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/FerreiraSM24,
author = {Martha Dais Ferreira and
Zahra Sadeghi and
Stan Matwin},
title = {Exploring autoregression patterns for automatic vessel type classification},
journal = {J. Supercomput.},
volume = {80},
number = {7},
pages = {9532--9553},
year = {2024},
url = {https://doi.org/10.1007/s11227-023-05826-8},
doi = {10.1007/S11227-023-05826-8},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/FerreiraSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03406,
author = {Nader Zare and
Omid Amini and
Aref Sayareh and
Mahtab Sarvmaili and
Arad Firouzkouhi and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {Improving Dribbling, Passing, and Marking Actions in Soccer Simulation
2D Games Using Machine Learning},
journal = {CoRR},
volume = {abs/2401.03406},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03406},
doi = {10.48550/ARXIV.2401.03406},
eprinttype = {arXiv},
eprint = {2401.03406},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03410,
author = {Nader Zare and
Mahtab Sarvmaili and
Aref Sayareh and
Omid Amini and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {Engineering Features to Improve Pass Prediction in Soccer Simulation
2D Games},
journal = {CoRR},
volume = {abs/2401.03410},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03410},
doi = {10.48550/ARXIV.2401.03410},
eprinttype = {arXiv},
eprint = {2401.03410},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11394,
author = {Will Taylor{-}Melanson and
Zahra Sadeghi and
Stan Matwin},
title = {Causal Generative Explainers using Counterfactual Inference: {A} Case
Study on the Morpho-MNIST Dataset},
journal = {CoRR},
volume = {abs/2401.11394},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11394},
doi = {10.48550/ARXIV.2401.11394},
eprinttype = {arXiv},
eprint = {2401.11394},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13098,
author = {Ruixin Song and
Gabriel Spadon and
Ronald Pelot and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {Gravity-Informed Deep Learning Framework for Predicting Ship Traffic
Flow and Invasion Risk of Non-Indigenous Species via Ballast Water
Discharge},
journal = {CoRR},
volume = {abs/2401.13098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13098},
doi = {10.48550/ARXIV.2401.13098},
eprinttype = {arXiv},
eprint = {2401.13098},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16975,
author = {Zahra Sadeghi and
Stan Matwin},
title = {A Review of Global Sensitivity Analysis Methods and a comparative
case study on Digit Classification},
journal = {CoRR},
volume = {abs/2406.16975},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16975},
doi = {10.48550/ARXIV.2406.16975},
eprinttype = {arXiv},
eprint = {2406.16975},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08082,
author = {Gabriel Spadon and
Jay Kumar and
Jinkun Chen and
Matthew Smith and
Casey Hilliard and
Sarah Vela and
Romina Gehrmann and
Claudio DiBacco and
Stan Matwin and
Ronald Pelot},
title = {Maritime Tracking Data Analysis and Integration with AISdb},
journal = {CoRR},
volume = {abs/2407.08082},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08082},
doi = {10.48550/ARXIV.2407.08082},
eprinttype = {arXiv},
eprint = {2407.08082},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbcs/MatwinMPST23,
author = {Stan Matwin and
Aristides Milios and
Pawel Pralat and
Am{\'{\i}}lcar Soares and
Fran{\c{c}}ois Th{\'{e}}berge},
title = {Generative Methods for Social Media Analysis},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33617-1},
doi = {10.1007/978-3-031-33617-1},
isbn = {978-3-031-33616-4},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sbcs/MatwinMPST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aaiml/BarrettSM23,
author = {Noah Barrett and
Zahra Sadeghi and
Stan Matwin},
title = {Evolutionary Augmentation Policy Optimization for Self-Supervised
Learning},
journal = {Adv. Artif. Intell. Mach. Learn.},
volume = {3},
number = {2},
pages = {1135--1164},
year = {2023},
url = {https://doi.org/10.54364/aaiml.2023.1167},
doi = {10.54364/AAIML.2023.1167},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aaiml/BarrettSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SpadonFSM23,
author = {Gabriel Spadon and
Martha Dais Ferreira and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {Unfolding {AIS} Transmission Behavior for Vessel Movement Modeling
on Noisy Data Leveraging Machine Learning},
journal = {{IEEE} Access},
volume = {11},
pages = {18821--18837},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2022.3197215},
doi = {10.1109/ACCESS.2022.3197215},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SpadonFSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/LoobyVCRBDRRMMJ23,
author = {Audrey Looby and
Sarah Vela and
Kieran Cox and
Amalis Riera and
Santiago Bravo and
Hailey L. Davies and
Rodney Rountree and
Laura K. Reynolds and
Charles W. Martin and
Stan Matwin and
Francis Juanes},
title = {FishSounds Version 1.0: {A} website for the compilation of fish sound
production information and recordings},
journal = {Ecol. Informatics},
volume = {74},
pages = {101953},
year = {2023},
url = {https://doi.org/10.1016/j.ecoinf.2022.101953},
doi = {10.1016/J.ECOINF.2022.101953},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/LoobyVCRBDRRMMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/PadoveseKFEBTM23,
author = {Bruno Padovese and
Oliver S. Kirsebom and
F{\'{a}}bio Fraz{\~{a}}o and
Clair H. M. Evers and
Wilfried A. M. Beslin and
Jim Theriault and
Stan Matwin},
title = {Adapting deep learning models to new acoustic environments - {A} case
study on the North Atlantic right whale upcall},
journal = {Ecol. Informatics},
volume = {77},
pages = {102169},
year = {2023},
url = {https://doi.org/10.1016/j.ecoinf.2023.102169},
doi = {10.1016/J.ECOINF.2023.102169},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/PadoveseKFEBTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/FerreiraCPSM23,
author = {Martha Dais Ferreira and
Jessica N. A. Campbell and
Evan Purney and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {Assessing compression algorithms to improve the efficiency of clustering
analysis on {AIS} vessel trajectories},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {37},
number = {3},
pages = {660--683},
year = {2023},
url = {https://doi.org/10.1080/13658816.2022.2163494},
doi = {10.1080/13658816.2022.2163494},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/FerreiraCPSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jois/SadeghiM23,
author = {Zahra Sadeghi and
Stan Matwin},
title = {Anomaly detection for maritime navigation based on probability density
function of error of reconstruction},
journal = {J. Intell. Syst.},
volume = {32},
number = {1},
year = {2023},
url = {https://doi.org/10.1515/jisys-2022-0270},
doi = {10.1515/JISYS-2022-0270},
timestamp = {Mon, 01 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jois/SadeghiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TaylorMelansonFM23,
author = {Will Taylor{-}Melanson and
Martha Dais Ferreira and
Stan Matwin},
title = {{SGORNN:} Combining scalar gates and orthogonal constraints in recurrent
networks},
journal = {Neural Networks},
volume = {159},
pages = {25--33},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2022.11.028},
doi = {10.1016/J.NEUNET.2022.11.028},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/TaylorMelansonFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/ZhaoHWXDM23,
author = {Jianzhe Zhao and
Chenxi Huang and
Wenji Wang and
Rulin Xie and
Rongrong Dong and
Stan Matwin},
title = {Local differentially private federated learning with homomorphic encryption},
journal = {J. Supercomput.},
volume = {79},
number = {17},
pages = {19365--19395},
year = {2023},
url = {https://doi.org/10.1007/s11227-023-05378-x},
doi = {10.1007/S11227-023-05378-X},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/ZhaoHWXDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/EljabuEM23,
author = {Lubna Eljabu and
Mohammad Etemad and
Stan Matwin},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Charting the Course of Ship Track Prediction: {A} Novel Approach for
Maritime Traffic Analysis and Enhanced Situational Awareness},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {2588--2597},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386714},
doi = {10.1109/BIGDATA59044.2023.10386714},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/EljabuEM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01584,
author = {Noah Barrett and
Zahra Sadeghi and
Stan Matwin},
title = {Evolutionary Augmentation Policy Optimization for Self-supervised
Learning},
journal = {CoRR},
volume = {abs/2303.01584},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01584},
doi = {10.48550/ARXIV.2303.01584},
eprinttype = {arXiv},
eprint = {2303.01584},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19283,
author = {Aref Sayareh and
Nader Zare and
Omid Amini and
Arad Firouzkouhi and
Mahtab Sarvmaili and
Stan Matwin},
title = {Observation Denoising in {CYRUS} Soccer Simulation 2D Team For RoboCup
2023},
journal = {CoRR},
volume = {abs/2305.19283},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19283},
doi = {10.48550/ARXIV.2305.19283},
eprinttype = {arXiv},
eprint = {2305.19283},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16875,
author = {Nader Zare and
Aref Sayareh and
Omid Amini and
Mahtab Sarvmaili and
Arad Firouzkouhi and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer
Simulation},
journal = {CoRR},
volume = {abs/2307.16875},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16875},
doi = {10.48550/ARXIV.2307.16875},
eprinttype = {arXiv},
eprint = {2307.16875},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18948,
author = {Gabriel Spadon and
Jay Kumar and
Matthew Smith and
Sarah Vela and
Romina Gehrmann and
Derek Eden and
Joshua van Berkel and
Am{\'{\i}}lcar Soares and
Ronan Fablet and
Ronald Pelot and
Stan Matwin},
title = {Building a Safer Maritime Environment Through Multi-Path Long-Term
Vessel Trajectory Forecasting},
journal = {CoRR},
volume = {abs/2310.18948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18948},
doi = {10.48550/ARXIV.2310.18948},
eprinttype = {arXiv},
eprint = {2310.18948},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PesaranghaderMS22,
author = {Ahmad Pesaranghader and
Stan Matwin and
Marina Sokolova and
Jean{-}Christophe Grenier and
Robert G. Beiko and
Julie Hussin},
title = {deepSimDEF: deep neural embeddings of gene products and gene ontology
terms for functional analysis of genes},
journal = {Bioinform.},
volume = {38},
number = {11},
pages = {3051--3061},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btac304},
doi = {10.1093/BIOINFORMATICS/BTAC304},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/PesaranghaderMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/CarliniLSEBM22,
author = {Emanuele Carlini and
Vinicius Monteiro de Lira and
Am{\'{\i}}lcar Soares and
Mohammad Etemad and
Bruno Brandoli and
Stan Matwin},
title = {Understanding evolution of maritime networks from automatic identification
system data},
journal = {GeoInformatica},
volume = {26},
number = {3},
pages = {479--503},
year = {2022},
url = {https://doi.org/10.1007/s10707-021-00451-0},
doi = {10.1007/S10707-021-00451-0},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/CarliniLSEBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/BrandoliRSABPRR22,
author = {Bruno Brandoli and
Alessandra Raffaet{\`{a}} and
Marta Simeoni and
Pedram Adibi and
Fateha Khanam Bappee and
Fabio Pranovi and
Giulia Rovinelli and
Elisabetta Russo and
Claudio Silvestri and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {From multiple aspect trajectories to predictive analysis: a case study
on fishing vessels in the Northern Adriatic sea},
journal = {GeoInformatica},
volume = {26},
number = {4},
pages = {551--579},
year = {2022},
url = {https://doi.org/10.1007/s10707-022-00463-4},
doi = {10.1007/S10707-022-00463-4},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/BrandoliRSABPRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhir/OyebodeNMSAOMMO22,
author = {Oladapo Oyebode and
Chinenye Ndulue and
Dinesh Mulchandani and
Banuchitra Suruliraj and
Ashfaq Adib and
Fidelia Anulika Orji and
Evangelos E. Milios and
Stan Matwin and
Rita Orji},
title = {{COVID-19} Pandemic: Identifying Key Issues Using Social Media and
Natural Language Processing},
journal = {J. Heal. Informatics Res.},
volume = {6},
number = {2},
pages = {174--207},
year = {2022},
url = {https://doi.org/10.1007/s41666-021-00111-w},
doi = {10.1007/S41666-021-00111-W},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhir/OyebodeNMSAOMMO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SpadonHBMRS22,
author = {Gabriel Spadon and
Shenda Hong and
Bruno Brandoli and
Stan Matwin and
Jos{\'{e}} F. Rodrigues Jr. and
Jimeng Sun},
title = {Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution
Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {5368--5384},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3076155},
doi = {10.1109/TPAMI.2021.3076155},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SpadonHBMRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/FerreiraSSM22,
author = {Martha Dais Ferreira and
Gabriel Spadon and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {A Semi-Supervised Methodology for Fishing Activity Detection Using
the Geometry behind the Trajectory of Multiple Vessels},
journal = {Sensors},
volume = {22},
number = {16},
pages = {6063},
year = {2022},
url = {https://doi.org/10.3390/s22166063},
doi = {10.3390/S22166063},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/FerreiraSSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SarvmailiGMSSGP22,
author = {Mahtab Sarvmaili and
Riccardo Guidotti and
Anna Monreale and
Am{\'{\i}}lcar Soares and
Zahra Sadeghi and
Fosca Giannotti and
Dino Pedreschi and
Stan Matwin},
editor = {Iluju Kiringa and
S{\'{e}}bastien Gambs},
title = {A Modularized Framework for Explaining Black Box Classifiers for Text
Data},
booktitle = {35th Canadian Conference on Artificial Intelligence, Toronto, Ontario,
Canada, May 30 - June 3, 2022},
publisher = {Canadian Artificial Intelligence Association},
year = {2022},
url = {https://doi.org/10.21428/594757db.7e75dcdf},
doi = {10.21428/594757DB.7E75DCDF},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SarvmailiGMSSGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/EljabuEM22,
author = {Lubna Eljabu and
Mohammad Etemad and
Stan Matwin},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Spatial Clustering Method of Historical {AIS} Data for Maritime Traffic
Routes Extraction},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {893--902},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020646},
doi = {10.1109/BIGDATA55660.2022.10020646},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/EljabuEM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/VarnoSSGMH22,
author = {Farshid Varno and
Marzie Saghayi and
Laya Rafiee Sevyeri and
Sharut Gupta and
Stan Matwin and
Mohammad Havaei},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {AdaBest: Minimizing Client Drift in Federated Learning via Adaptive
Bias Estimation},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIII}},
series = {Lecture Notes in Computer Science},
volume = {13683},
pages = {710--726},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20050-2\_41},
doi = {10.1007/978-3-031-20050-2\_41},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/VarnoSSGMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/ZareASSFRMS22,
author = {Nader Zare and
Omid Amini and
Aref Sayareh and
Mahtab Sarvmaili and
Arad Firouzkouhi and
Saba Ramezani Rad and
Stan Matwin and
Am{\'{\i}}lcar Soares},
editor = {Amy Eguchi and
Nuno Lau and
Maike Paetzel{-}Pr{\"{u}}smann and
Thanapat Wanichanon},
title = {Cyrus2D Base: Source Code Base for RoboCup 2D Soccer Simulation League},
booktitle = {RoboCup 2022: - Robot World Cup {XXV} [Bangkok, Thailand, July 11-17,
2022]},
series = {Lecture Notes in Computer Science},
volume = {13561},
pages = {140--151},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-28469-4\_12},
doi = {10.1007/978-3-031-28469-4\_12},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robocup/ZareASSFRMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/CarliniLSEBM22,
author = {Emanuele Carlini and
Vinicius Monteiro de Lira and
Am{\'{\i}}lcar Soares and
Mohammad Etemad and
Bruno Brandoli and
Stan Matwin},
editor = {Giuseppe Amato and
Valentina Bartalesi and
Devis Bianchini and
Claudio Gennaro and
Riccardo Torlone},
title = {A Topological Perspective of Port Networks From Three Years {(2017-2019)}
of {AIS} Data},
booktitle = {Proceedings of the 30th Italian Symposium on Advanced Database Systems,
{SEBD} 2022, Tirrenia (PI), Italy, June 19-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3194},
pages = {268--275},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3194/paper32.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sebd/CarliniLSEBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13867,
author = {Gabriel Spadon and
Martha Dais Ferreira and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {Unfolding collective {AIS} transmission behavior for vessel movement
modeling on irregular timing data using noise-robust neural networks},
journal = {CoRR},
volume = {abs/2202.13867},
year = {2022},
url = {https://arxiv.org/abs/2202.13867},
eprinttype = {arXiv},
eprint = {2202.13867},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13170,
author = {Farshid Varno and
Marzie Saghayi and
Laya Rafiee and
Sharut Gupta and
Stan Matwin and
Mohammad Havaei},
title = {Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation},
journal = {CoRR},
volume = {abs/2204.13170},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13170},
doi = {10.48550/ARXIV.2204.13170},
eprinttype = {arXiv},
eprint = {2204.13170},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10953,
author = {Nader Zare and
Arad Firouzkouhi and
Omid Amini and
Mahtab Sarvmaili and
Aref Sayareh and
Saba Ramezani Rad and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {{CYRUS} Soccer Simulation 2D Team Description Paper 2022},
journal = {CoRR},
volume = {abs/2205.10953},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10953},
doi = {10.48550/ARXIV.2205.10953},
eprinttype = {arXiv},
eprint = {2205.10953},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02310,
author = {Nader Zare and
Aref Sayareh and
Mahtab Sarvmaili and
Omid Amini and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {{CYRUS} Soccer Simulation 2D Team Description Paper 2021},
journal = {CoRR},
volume = {abs/2206.02310},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02310},
doi = {10.48550/ARXIV.2206.02310},
eprinttype = {arXiv},
eprint = {2206.02310},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05514,
author = {Martha Dais Ferreira and
Gabriel Spadon and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {A semi-supervised geometric-driven methodology for supervised fishing
activity detection on multi-source {AIS} tracking messages},
journal = {CoRR},
volume = {abs/2207.05514},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05514},
doi = {10.48550/ARXIV.2207.05514},
eprinttype = {arXiv},
eprint = {2207.05514},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08585,
author = {Nader Zare and
Omid Amini and
Aref Sayareh and
Mahtab Sarvmaili and
Arad Firouzkouhi and
Saba Ramezani Rad and
Stan Matwin and
Am{\'{\i}}lcar Soares},
title = {Cyrus2D base: Source Code Base for RoboCup 2D Soccer Simulation League},
journal = {CoRR},
volume = {abs/2211.08585},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08585},
doi = {10.48550/ARXIV.2211.08585},
eprinttype = {arXiv},
eprint = {2211.08585},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BerendtMRMPRR22,
author = {Bettina Berendt and
Stan Matwin and
Chiara Renso and
Fran Meissner and
Francesca Pratesi and
Alessandra Raffaet{\`{a}} and
Geoffrey Rockwell},
title = {Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar
22022)},
journal = {Dagstuhl Reports},
volume = {12},
number = {1},
pages = {35--66},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.1.35},
doi = {10.4230/DAGREP.12.1.35},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BerendtMRMPRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhaoMMSY21,
author = {Jianzhe Zhao and
Jie Mei and
Stan Matwin and
Yukai Su and
Yuancheng Yang},
title = {Risk-Aware Individual Trajectory Data Publishing With Differential
Privacy},
journal = {{IEEE} Access},
volume = {9},
pages = {7421--7438},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2020.3048394},
doi = {10.1109/ACCESS.2020.3048394},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhaoMMSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ethicsit/NanniABBBCCCCCD21,
author = {Mirco Nanni and
Gennady L. Andrienko and
Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si and
Chiara Boldrini and
Francesco Bonchi and
Ciro Cattuto and
Francesca Chiaromonte and
Giovanni Comand{\`{e}} and
Marco Conti and
Mark Cot{\'{e}} and
Frank Dignum and
Virginia Dignum and
Josep Domingo{-}Ferrer and
Paolo Ferragina and
Fosca Giannotti and
Riccardo Guidotti and
Dirk Helbing and
Kimmo Kaski and
J{\'{a}}nos Kert{\'{e}}sz and
Sune Lehmann and
Bruno Lepri and
Paul Lukowicz and
Stan Matwin and
David Meg{\'{\i}}as Jim{\'{e}}nez and
Anna Monreale and
Katharina Morik and
Nuria Oliver and
Andrea Passarella and
Andrea Passerini and
Dino Pedreschi and
Alex Pentland and
Fabio Pianesi and
Francesca Pratesi and
Salvatore Rinzivillo and
Salvatore Ruggieri and
Arno Siebes and
Vicen{\c{c}} Torra and
Roberto Trasarti and
Jeroen van den Hoven and
Alessandro Vespignani},
title = {Give more data, awareness and control to individual citizens, and
they will help {COVID-19} containment},
journal = {Ethics Inf. Technol.},
volume = {23},
number = {{S1}},
pages = {1--6},
year = {2021},
url = {https://doi.org/10.1007/s10676-020-09572-w},
doi = {10.1007/S10676-020-09572-W},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ethicsit/NanniABBBCCCCCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/VarlamisKTEJM21,
author = {Iraklis Varlamis and
Ioannis Kontopoulos and
Konstantinos Tserpes and
Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
title = {Building navigation networks from multi-vessel trajectory data},
journal = {GeoInformatica},
volume = {25},
number = {1},
pages = {69--97},
year = {2021},
url = {https://doi.org/10.1007/s10707-020-00421-y},
doi = {10.1007/S10707-020-00421-Y},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/VarlamisKTEJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/EtemadJERTM21,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Elham Etemad and
Jordan Rose and
Lu{\'{\i}}s Torgo and
Stan Matwin},
title = {{SWS:} an unsupervised trajectory segmentation algorithm based on
change detection with interpolation kernels},
journal = {GeoInformatica},
volume = {25},
number = {2},
pages = {269--289},
year = {2021},
url = {https://doi.org/10.1007/s10707-020-00408-9},
doi = {10.1007/S10707-020-00408-9},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/EtemadJERTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/RensoBTMM21,
author = {Chiara Renso and
Vania Bogorny and
Konstantinos Tserpes and
Stan Matwin and
Jos{\'{e}} Ant{\^{o}}nio Fernandes de Mac{\^{e}}do},
title = {Multiple-aspect analysis of semantic trajectories(MASTER)},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {35},
number = {4},
pages = {763--766},
year = {2021},
url = {https://doi.org/10.1080/13658816.2020.1870982},
doi = {10.1080/13658816.2020.1870982},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/RensoBTMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/AbreuJPM21,
author = {Fernando Henrique Oliveira Abreu and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Fernando V. Paulovich and
Stan Matwin},
title = {A Trajectory Scoring Tool for Local Anomaly Detection in Maritime
Traffic Using Visual Analytics},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {10},
number = {6},
pages = {412},
year = {2021},
url = {https://doi.org/10.3390/ijgi10060412},
doi = {10.3390/IJGI10060412},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/AbreuJPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/BappeeSPM21,
author = {Fateha Khanam Bappee and
Am{\'{\i}}lcar Soares and
Lucas May Petry and
Stan Matwin},
title = {Examining the impact of cross-domain learning on crime prediction},
journal = {J. Big Data},
volume = {8},
number = {1},
pages = {96},
year = {2021},
url = {https://doi.org/10.1186/s40537-021-00489-9},
doi = {10.1186/S40537-021-00489-9},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/BappeeSPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BrandoliGSSJRKM21,
author = {Bruno Brandoli and
Andr{\'{e}} R. de Geus and
Jefferson R. Souza and
Gabriel Spadon and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Jos{\'{e}} F. Rodrigues Jr. and
Jerzy Komorowski and
Stan Matwin},
title = {Aircraft Fuselage Corrosion Detection Using Artificial Intelligence},
journal = {Sensors},
volume = {21},
number = {12},
pages = {4026},
year = {2021},
url = {https://doi.org/10.3390/s21124026},
doi = {10.3390/S21124026},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/BrandoliGSSJRKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/MorenoTM21,
author = {Bruno Neiva Moreno and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin},
title = {Representation and analysis of spatiotemporal encounters published
in online social networks},
journal = {Soc. Netw. Anal. Min.},
volume = {11},
number = {1},
pages = {93},
year = {2021},
url = {https://doi.org/10.1007/s13278-021-00797-1},
doi = {10.1007/S13278-021-00797-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/MorenoTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SarvmailiSGMGPM21,
author = {Mahtab Sarvmaili and
Am{\'{\i}}lcar Soares and
Riccardo Guidotti and
Anna Monreale and
Fosca Giannotti and
Dino Pedreschi and
Stan Matwin},
editor = {Luiza Antonie and
Pooya Moradian Zadeh},
title = {A modularized framework for explaining hierarchical attention networks
on text classifiers},
booktitle = {Proceedings of the 34th Canadian Conference on Artificial Intelligence,
Canadian {AI} 2021, online, May 2021},
publisher = {Canadian Artificial Intelligence Association},
year = {2021},
url = {https://caiac.pubpub.org/pub/zzjy8kzu},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SarvmailiSGMGPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/RahimiMM21,
author = {Fatemeh Rahimi and
Evangelos E. Milios and
Stan Matwin},
editor = {Patrick Healy and
Mihai Bilauca and
Alexandra Bonnici},
title = {{MTLV:} a library for building deep multi-task learning architectures},
booktitle = {DocEng '21: {ACM} Symposium on Document Engineering 2021, Limerick,
Ireland, August 24-27, 2021},
pages = {8:1--8:4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3469096.3474926},
doi = {10.1145/3469096.3474926},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/doceng/RahimiMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AbreuSPM21,
author = {Fernando Henrique Oliveira Abreu and
Am{\'{\i}}lcar Soares and
Fernando V. Paulovich and
Stan Matwin},
editor = {Constantinos Costa and
Evaggelia Pitoura},
title = {Local Anomaly Detection In Maritime Traffic Using Visual Analytics},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2021 Joint Conference,
Nicosia, Cyprus, March 23, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2841},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2841/BMDA\_3.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AbreuSPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/RovinelliMPRSSR21,
author = {Giulia Rovinelli and
Stan Matwin and
Fabio Pranovi and
Elisabetta Russo and
Claudio Silvestri and
Marta Simeoni and
Alessandra Raffaet{\`{a}}},
editor = {Constantinos Costa and
Evaggelia Pitoura},
title = {Multiple aspect trajectories: a case study on fishing vessels in the
Northern Adriatic sea},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2021 Joint Conference,
Nicosia, Cyprus, March 23, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2841},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2841/BMDA\_12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/RovinelliMPRSSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvisp/EljabuEM21,
author = {Lubna Eljabu and
Mohammad Etemad and
Stan Matwin},
title = {Anomaly Detection in Maritime Domain based on Spatio-Temporal Analysis
of {AIS} Data Using Graph Neural Networks},
booktitle = {5th International Conference on Vision, Image and Signal Processing,
{ICVISP} 2021, Kuala Lumpur, Malaysia, December 18-20, 2021},
pages = {142--147},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICVISP54630.2021.00033},
doi = {10.1109/ICVISP54630.2021.00033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icvisp/EljabuEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/ZareSSAMS21,
author = {Nader Zare and
Mahtab Sarvmaili and
Aref Sayareh and
Omid Amini and
Stan Matwin and
Am{\'{\i}}lcar Soares},
editor = {Rachid Alami and
Joydeep Biswas and
Maya Cakmak and
Oliver Obst},
title = {Engineering Features to Improve Pass Prediction in Soccer Simulation
2D Games},
booktitle = {RoboCup 2021: Robot World Cup {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13132},
pages = {140--152},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-98682-7\_12},
doi = {10.1007/978-3-030-98682-7\_12},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robocup/ZareSSAMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/ZareASSFMS21,
author = {Nader Zare and
Omid Amini and
Aref Sayareh and
Mahtab Sarvmaili and
Arad Firouzkouhi and
Stan Matwin and
Am{\'{\i}}lcar Soares},
editor = {Rachid Alami and
Joydeep Biswas and
Maya Cakmak and
Oliver Obst},
title = {Improving Dribbling, Passing, and Marking Actions in Soccer Simulation
2D Games Using Machine Learning},
booktitle = {RoboCup 2021: Robot World Cup {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13132},
pages = {340--351},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-98682-7\_28},
doi = {10.1007/978-3-030-98682-7\_28},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robocup/ZareASSFMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm/DumpalaUMKO21,
author = {Sri Harsha Dumpala and
Rudolf Uher and
Stan Matwin and
Michael Kiefte and
Sageev Oore},
editor = {Meghna Pandharipande and
Pavel Matejka and
Venkata Subramanian Viraraghavan and
Jo{\~{a}}o P. Cabral and
Alexander Schindler},
title = {Sine-Wave Speech and Privacy-Preserving Depression Detection},
booktitle = {2021 Workshop on Speech, Music and Mind, {SMM} 2021, Brno University
of Technology, Brno, Czech Republic, August 27, 2021},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/SMM.2021-3},
doi = {10.21437/SMM.2021-3},
timestamp = {Fri, 20 Sep 2024 10:12:43 +0200},
biburl = {https://dblp.org/rec/conf/smm/DumpalaUMKO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06484,
author = {Hamed Jelodar and
Rita Orji and
Stan Matwin and
Swarna Weerasinghe and
Oladapo Oyebode and
Yongli Wang},
title = {Artificial Intelligence for Emotion-Semantic Trending and People Emotion
Detection During {COVID-19} Social Isolation},
journal = {CoRR},
volume = {abs/2101.06484},
year = {2021},
url = {https://arxiv.org/abs/2101.06484},
eprinttype = {arXiv},
eprint = {2101.06484},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14130,
author = {Nader Zare and
Bruno Brandoli and
Mahtab Sarvmaili and
Am{\'{\i}}lcar Soares and
Stan Matwin},
title = {Continuous Control with Deep Reinforcement Learning for Autonomous
Vessels},
journal = {CoRR},
volume = {abs/2106.14130},
year = {2021},
url = {https://arxiv.org/abs/2106.14130},
eprinttype = {arXiv},
eprint = {2106.14130},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07041,
author = {Stan Matwin and
Aristides Milios and
Pawel Pralat and
Am{\'{\i}}lcar Soares and
Fran{\c{c}}ois Th{\'{e}}berge},
title = {Survey of Generative Methods for Social Media Analysis},
journal = {CoRR},
volume = {abs/2112.07041},
year = {2021},
url = {https://arxiv.org/abs/2112.07041},
eprinttype = {arXiv},
eprint = {2112.07041},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/NanniABBBCCCCCD20,
author = {Mirco Nanni and
Gennady L. Andrienko and
Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si and
Chiara Boldrini and
Francesco Bonchi and
Ciro Cattuto and
Francesca Chiaromonte and
Giovanni Comand{\`{e}} and
Marco Conti and
Mark Cot{\'{e}} and
Frank Dignum and
Virginia Dignum and
Josep Domingo{-}Ferrer and
Paolo Ferragina and
Fosca Giannotti and
Riccardo Guidotti and
Dirk Helbing and
Kimmo Kaski and
J{\'{a}}nos Kert{\'{e}}sz and
Sune Lehmann and
Bruno Lepri and
Paul Lukowicz and
Stan Matwin and
David Meg{\'{\i}}as and
Anna Monreale and
Katharina Morik and
Nuria Oliver and
Andrea Passarella and
Andrea Passerini and
Dino Pedreschi and
Alex Pentland and
Fabio Pianesi and
Francesca Pratesi and
Salvatore Rinzivillo and
Salvatore Ruggieri and
Arno Siebes and
Vicen{\c{c}} Torra and
Roberto Trasarti and
Jeroen van den Hoven and
Alessandro Vespignani},
title = {Give more data, awareness and control to individual citizens, and
they will help {COVID-19} containment},
journal = {Trans. Data Priv.},
volume = {13},
number = {1},
pages = {61--66},
year = {2020},
url = {http://www.tdp.cat/issues16/tdp.a389a20.pdf},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdp/NanniABBBCCCCCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuidottiMMP20,
author = {Riccardo Guidotti and
Anna Monreale and
Stan Matwin and
Dino Pedreschi},
title = {Explaining Image Classifiers Generating Exemplars and Counter-Exemplars
from Latent Representations},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13665--13668},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7116},
doi = {10.1609/AAAI.V34I09.7116},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuidottiMMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/EtemadESBMT20,
author = {Mohammad Etemad and
Zahra Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Stan Matwin and
Lu{\'{\i}}s Torgo},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {Wise Sliding Window Segmentation: {A} Classification-Aided Approach
for Trajectory Segmentation},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {208--219},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_20},
doi = {10.1007/978-3-030-47358-7\_20},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/EtemadESBMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/EtemadZSSMM20,
author = {Mohammad Etemad and
Nader Zare and
Mahtab Sarvmaili and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Bruno Brandoli Machado and
Stan Matwin},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {Using Deep Reinforcement Learning Methods for Autonomous Vessels in
2D Environments},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {220--231},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_21},
doi = {10.1007/978-3-030-47358-7\_21},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/EtemadZSSMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/GhazizadehGM20,
author = {Gashin Ghazizadeh and
Mirerfan Gheibi and
Stan Matwin},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {{CB-DBSCAN:} {A} Novel Clustering Algorithm for Adjacent Clusters
with Different Densities},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {232--237},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_22},
doi = {10.1007/978-3-030-47358-7\_22},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/GhazizadehGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/PetrySBBM20,
author = {Lucas May Petry and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Bruno Brandoli and
Stan Matwin},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {Challenges in Vessel Behavior and Anomaly Detection: From Classical
Machine Learning to Deep Learning},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {401--407},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_41},
doi = {10.1007/978-3-030-47358-7\_41},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/PetrySBBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/CarliniLSEMM20,
author = {Emanuele Carlini and
Vinicius Monteiro de Lira and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Mohammad Etemad and
Bruno Brandoli Machado and
Stan Matwin},
editor = {Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis},
title = {Uncovering vessel movement patterns from {AIS} data with graph evolution
analysis},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2578},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2578/BMDA5.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/CarliniLSEMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LMH20,
author = {Xiang Jiang and
Qicheng Lao and
Stan Matwin and
Mohammad Havaei},
title = {Implicit Class-Conditioned Domain Alignment for Unsupervised Domain
Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4816--4827},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NaderiSM20,
author = {Habibeh Naderi and
Behrouz Haji Soleimani and
Stan Matwin},
title = {Generating High-Fidelity Images with Disentangled Adversarial VAEs
and Structure-Aware Loss},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207056},
doi = {10.1109/IJCNN48605.2020.9207056},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NaderiSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/YangOZZMZ20,
author = {Xiaoyu Yang and
Stephen Obadinma and
Huasha Zhao and
Qiong Zhang and
Stan Matwin and
Xiaodan Zhu},
editor = {Aur{\'{e}}lie Herbelot and
Xiaodan Zhu and
Alexis Palmer and
Nathan Schneider and
Jonathan May and
Ekaterina Shutova},
title = {SemEval-2020 Task 5: Counterfactual Recognition},
booktitle = {Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING
2020, Barcelona (online), December 12-13, 2020},
pages = {322--335},
publisher = {International Committee for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.semeval-1.40},
doi = {10.18653/V1/2020.SEMEVAL-1.40},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/semeval/YangOZZMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2020,
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7},
doi = {10.1007/978-3-030-61527-7},
isbn = {978-3-030-61526-0},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2019master,
editor = {Konstantinos Tserpes and
Chiara Renso and
Stan Matwin},
title = {Multiple-Aspect Analysis of Semantic Trajectories - First International
Workshop, {MASTER} 2019, Held in Conjunction with {ECML-PKDD} 2019,
W{\"{u}}rzburg, Germany, September 16, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11889},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-38081-6},
doi = {10.1007/978-3-030-38081-6},
isbn = {978-3-030-38080-9},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2019master.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/YangOZZMZ20,
author = {Xiaoyu Yang and
Stephen Obadinma and
Huasha Zhao and
Qiong Zhang and
Stan Matwin and
Xiaodan Zhu},
title = {SemEval-2020 Task 5: Modelling Causal Reasoning in Language: Detecting
Counterfactuals (Version 2)},
publisher = {Zenodo},
year = {2020},
month = jul,
howpublished = {\url{https://doi.org/10.5281/zenodo.3932442}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.3932442},
doi = {10.5281/ZENODO.3932442},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/YangOZZMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09127,
author = {Oliver S. Kirsebom and
F{\'{a}}bio Fraz{\~{a}}o and
Yvan Simard and
Nathalie Roy and
Stan Matwin and
Samuel Giard},
title = {Performance of a Deep Neural Network at Detecting North Atlantic Right
Whale Upcalls},
journal = {CoRR},
volume = {abs/2001.09127},
year = {2020},
url = {https://arxiv.org/abs/2001.09127},
eprinttype = {arXiv},
eprint = {2001.09127},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03746,
author = {Riccardo Guidotti and
Anna Monreale and
Stan Matwin and
Dino Pedreschi},
title = {Black Box Explanation by Learning Image Exemplars in the Latent Feature
Space},
journal = {CoRR},
volume = {abs/2002.03746},
year = {2020},
url = {https://arxiv.org/abs/2002.03746},
eprinttype = {arXiv},
eprint = {2002.03746},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10248,
author = {Mohammad Etemad and
Zahra Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Stan Matwin and
Lu{\'{\i}}s Torgo},
title = {Wise Sliding Window Segmentation: {A} classification-aided approach
for trajectory segmentation},
journal = {CoRR},
volume = {abs/2003.10248},
year = {2020},
url = {https://arxiv.org/abs/2003.10248},
eprinttype = {arXiv},
eprint = {2003.10248},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10249,
author = {Mohammad Etemad and
Nader Zare and
Mahtab Sarvmaili and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Bruno Brandoli Machado and
Stan Matwin},
title = {Using Deep Reinforcement Learning Methods for Autonomous Vessels in
2D Environments},
journal = {CoRR},
volume = {abs/2003.10249},
year = {2020},
url = {https://arxiv.org/abs/2003.10249},
eprinttype = {arXiv},
eprint = {2003.10249},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03722,
author = {Lucas May Petry and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Bruno Brandoli and
Stan Matwin},
title = {Challenges in Vessel Behavior and Anomaly Detection: From Classical
Machine Learning to Deep Learning},
journal = {CoRR},
volume = {abs/2004.03722},
year = {2020},
url = {https://arxiv.org/abs/2004.03722},
eprinttype = {arXiv},
eprint = {2004.03722},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04996,
author = {Xiang Jiang and
Qicheng Lao and
Stan Matwin and
Mohammad Havaei},
title = {Implicit Class-Conditioned Domain Alignment for Unsupervised Domain
Adaptation},
journal = {CoRR},
volume = {abs/2006.04996},
year = {2020},
url = {https://arxiv.org/abs/2006.04996},
eprinttype = {arXiv},
eprint = {2006.04996},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07516,
author = {Fateha Khanam Bappee and
Lucas May Petry and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
title = {Analyzing the Impact of Foursquare and Streetlight Data with Human
Demographics on Future Crime Prediction},
journal = {CoRR},
volume = {abs/2006.07516},
year = {2020},
url = {https://arxiv.org/abs/2006.07516},
eprinttype = {arXiv},
eprint = {2006.07516},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01388,
author = {Farshid Varno and
Lucas May Petry and
Lisa Di{-}Jorio and
Stan Matwin},
title = {Learn Faster and Forget Slower via Fast and Stable Task Adaptation},
journal = {CoRR},
volume = {abs/2007.01388},
year = {2020},
url = {https://arxiv.org/abs/2007.01388},
eprinttype = {arXiv},
eprint = {2007.01388},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00563,
author = {Xiaoyu Yang and
Stephen Obadinma and
Huasha Zhao and
Qiong Zhang and
Stan Matwin and
Xiaodan Zhu},
title = {SemEval-2020 Task 5: Counterfactual Recognition},
journal = {CoRR},
volume = {abs/2008.00563},
year = {2020},
url = {https://arxiv.org/abs/2008.00563},
eprinttype = {arXiv},
eprint = {2008.00563},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-10022,
author = {Oladapo Oyebode and
Chinenye Ndulue and
Dinesh Mulchandani and
Banuchitra Suruliraj and
Ashfaq Adib and
Fidelia Anulika Orji and
Evangelos E. Milios and
Stan Matwin and
Rita Orji},
title = {{COVID-19} Pandemic: Identifying Key Issues using Social Media and
Natural Language Processing},
journal = {CoRR},
volume = {abs/2008.10022},
year = {2020},
url = {https://arxiv.org/abs/2008.10022},
eprinttype = {arXiv},
eprint = {2008.10022},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-10022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12833,
author = {Gabriel Spadon and
Shenda Hong and
Bruno Brandoli and
Stan Matwin and
Jos{\'{e}} F. Rodrigues Jr. and
Jimeng Sun},
title = {Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution
Learning},
journal = {CoRR},
volume = {abs/2008.12833},
year = {2020},
url = {https://arxiv.org/abs/2008.12833},
eprinttype = {arXiv},
eprint = {2008.12833},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PesaranghaderMS19,
author = {Ahmad Pesaranghader and
Stan Matwin and
Marina Sokolova and
Ali Pesaranghader},
title = {deepBioWSD: effective deep neural word sense disambiguation of biomedical
text data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {26},
number = {5},
pages = {438--446},
year = {2019},
url = {https://doi.org/10.1093/jamia/ocy189},
doi = {10.1093/JAMIA/OCY189},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/PesaranghaderMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/MatwinTT19,
author = {Stan Matwin and
Luca Tesei and
Roberto Trasarti},
title = {Computational modelling and data-driven techniques for systems analysis},
journal = {J. Intell. Inf. Syst.},
volume = {52},
number = {3},
pages = {473--475},
year = {2019},
url = {https://doi.org/10.1007/s10844-019-00554-z},
doi = {10.1007/S10844-019-00554-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/MatwinTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SoleimaniM19,
author = {Behrouz Haji Soleimani and
Stan Matwin},
title = {Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7031--7038},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017031},
doi = {10.1609/AAAI.V33I01.33017031},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SoleimaniM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-wnlp/SharifiradM19,
author = {Sima Sharifirad and
Stan Matwin},
editor = {Amittai Axelrod and
Diyi Yang and
Rossana Cunha and
Samira Shaikh and
Zeerak Waseem},
title = {Using Attention-based Bidirectional {LSTM} to Identify Different Categories
of Offensive Language Directed Toward Female Celebrities},
booktitle = {Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence,
Italy, July 28, 2019},
pages = {46--48},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/W19-3616/},
timestamp = {Tue, 07 Nov 2023 10:29:09 +0100},
biburl = {https://dblp.org/rec/conf/acl-wnlp/SharifiradM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/EtemadJHRM19,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Arazoo Hoseyni and
Jordan Rose and
Stan Matwin},
editor = {Paolo Papotti},
title = {A Trajectory Segmentation Algorithm Based on Interpolation-based Change
Detection Strategies},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BMDA\_4.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/EtemadJHRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/EtemadSMT19,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin and
Lu{\'{\i}}s Torgo},
editor = {Paolo Papotti},
title = {On Feature Selection and Evaluation of Transportation Mode Prediction
Strategies},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BMDA\_6.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/EtemadSMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/SoaresRERM19,
author = {Am{\'{\i}}lcar Soares J{\'{u}}nior and
Jordan Rose and
Mohammad Etemad and
Chiara Renso and
Stan Matwin},
editor = {Melanie Herschel and
Helena Galhardas and
Berthold Reinwald and
Irini Fundulaki and
Carsten Binnig and
Zoi Kaoudi},
title = {{VISTA:} {A} visual analytics platform for semantic annotation of
trajectories},
booktitle = {Advances in Database Technology - 22nd International Conference on
Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March
26-29, 2019},
pages = {570--573},
publisher = {OpenProceedings.org},
year = {2019},
url = {https://doi.org/10.5441/002/edbt.2019.58},
doi = {10.5441/002/EDBT.2019.58},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/SoaresRERM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/VarlamisTEJM19,
author = {Iraklis Varlamis and
Konstantinos Tserpes and
Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
editor = {Paolo Papotti},
title = {A Network Abstraction of Multi-vessel Trajectory Data for Detecting
Anomalies},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BMDA\_5.pdf},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/VarlamisTEJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/MiliosB0ZM19,
author = {Aristides Milios and
Konstantina Bereta and
Konstantinos Chatzikokolakis and
Dimitris Zissis and
Stan Matwin},
title = {Automatic Fusion of Satellite Imagery and {AIS} data for Vessel Detection},
booktitle = {22th International Conference on Information Fusion, {FUSION} 2019,
Ottawa, ON, Canada, July 2-5, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/document/9011339},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/MiliosB0ZM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NguyenKFFM19,
author = {Duong Nguyen and
Oliver S. Kirsebom and
F{\'{a}}bio Fraz{\~{a}}o and
Ronan Fablet and
Stan Matwin},
title = {Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty
Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {765--769},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682901},
doi = {10.1109/ICASSP.2019.8682901},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/NguyenKFFM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangHVCCM19,
author = {Xiang Jiang and
Mohammad Havaei and
Farshid Varno and
Gabriel Chartrand and
Nicolas Chapados and
Stan Matwin},
title = {Learning to Learn with Conditional Class Dependencies},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJfOXnActQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangHVCCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcis/SoaresDABIWM19,
author = {Am{\'{\i}}lcar Soares and
Renata Dividino and
Fernando Henrique Oliveira Abreu and
Matthew Brousseau and
Anthony W. Isenor and
Sean Webb and
Stan Matwin},
title = {{CRISIS:} Integrating {AIS} and Ocean Data Streams Using Semantic
Web Standards for Event Detection},
booktitle = {International Conference on Military Communications and Information
Systems, {ICMCIS} 2019, Budva, Montenegro, May 14-15, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMCIS.2019.8842749},
doi = {10.1109/ICMCIS.2019.8842749},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcis/SoaresDABIWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0001DHJM19,
author = {Xiang Jiang and
Liqiang Ding and
Mohammad Havaei and
Andrew Jesson and
Stan Matwin},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Task Adaptive Metric Space for Medium-Shot Medical Image Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11764},
pages = {147--155},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32239-7\_17},
doi = {10.1007/978-3-030-32239-7\_17},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/0001DHJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AdibiPRRSSSM19,
author = {Pedram Adibi and
Fabio Pranovi and
Alessandra Raffaet{\`{a}} and
Elisabetta Russo and
Claudio Silvestri and
Marta Simeoni and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
editor = {Konstantinos Tserpes and
Chiara Renso and
Stan Matwin},
title = {Predicting Fishing Effort and Catch Using Semantic Trajectories and
Machine Learning},
booktitle = {Multiple-Aspect Analysis of Semantic Trajectories - First International
Workshop, {MASTER} 2019, Held in Conjunction with {ECML-PKDD} 2019,
W{\"{u}}rzburg, Germany, September 16, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11889},
pages = {83--99},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38081-6\_7},
doi = {10.1007/978-3-030-38081-6\_7},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AdibiPRRSSSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuidottiMMP19,
author = {Riccardo Guidotti and
Anna Monreale and
Stan Matwin and
Dino Pedreschi},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Black Box Explanation by Learning Image Exemplars in the Latent Feature
Space},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {189--205},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_12},
doi = {10.1007/978-3-030-46150-8\_12},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuidottiMMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ThomasMKGM19,
author = {Mark Thomas and
Bruce Martin and
Katie Kowarski and
Briand J. Gaudet and
Stan Matwin},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Marine Mammal Species Classification Using Convolutional Neural Networks
and a Novel Acoustic Representation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {290--305},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_18},
doi = {10.1007/978-3-030-46133-1\_18},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ThomasMKGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01108,
author = {Witold Dzwinel and
Rafal Wcislo and
Stan Matwin},
title = {2-D Embedding of Large and High-dimensional Data with Minimal Memory
and Computational Time Requirements},
journal = {CoRR},
volume = {abs/1902.01108},
year = {2019},
url = {http://arxiv.org/abs/1902.01108},
eprinttype = {arXiv},
eprint = {1902.01108},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03089,
author = {Sima Sharifirad and
Borna Jafarpour and
Stan Matwin},
title = {How is Your Mood When Writing Sexist tweets? Detecting the Emotion
Type and Intensity of Emotion Using Natural Language Processing Techniques},
journal = {CoRR},
volume = {abs/1902.03089},
year = {2019},
url = {http://arxiv.org/abs/1902.03089},
eprinttype = {arXiv},
eprint = {1902.03089},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04980,
author = {Duong Nguyen and
Oliver S. Kirsebom and
F{\'{a}}bio Fraz{\~{a}}o and
Ronan Fablet and
Stan Matwin},
title = {Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty
Detection},
journal = {CoRR},
volume = {abs/1902.04980},
year = {2019},
url = {http://arxiv.org/abs/1902.04980},
eprinttype = {arXiv},
eprint = {1902.04980},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10584,
author = {Sima Sharifirad and
Stan Matwin},
title = {When a Tweet is Actually Sexist. {A} more Comprehensive Classification
of Different Online Harassment Categories and The Challenges in {NLP}},
journal = {CoRR},
volume = {abs/1902.10584},
year = {2019},
url = {http://arxiv.org/abs/1902.10584},
eprinttype = {arXiv},
eprint = {1902.10584},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10698,
author = {Farshid Varno and
Behrouz Haji Soleimani and
Marzie Saghayi and
Lisa Di{-}Jorio and
Stan Matwin},
title = {Efficient Neural Task Adaptation by Maximum Entropy Initialization},
journal = {CoRR},
volume = {abs/1905.10698},
year = {2019},
url = {http://arxiv.org/abs/1905.10698},
eprinttype = {arXiv},
eprint = {1905.10698},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13188,
author = {Mark Thomas and
Bruce Martin and
Katie Kowarski and
Briand J. Gaudet and
Stan Matwin},
title = {Marine Mammal Species Classification using Convolutional Neural Networks
and a Novel Acoustic Representation},
journal = {CoRR},
volume = {abs/1907.13188},
year = {2019},
url = {http://arxiv.org/abs/1907.13188},
eprinttype = {arXiv},
eprint = {1907.13188},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05103,
author = {Lucas May Petry and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Stan Matwin},
title = {Unsupervised Behavior Change Detection in Multidimensional Data Streams
for Maritime Traffic Monitoring},
journal = {CoRR},
volume = {abs/1908.05103},
year = {2019},
url = {http://arxiv.org/abs/1908.05103},
eprinttype = {arXiv},
eprint = {1908.05103},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01067,
author = {Habibeh Naderi and
Behrouz Haji Soleimani and
Sheri Rempel and
Stan Matwin and
Rudolf Uher},
title = {Multimodal Deep Learning for Mental Disorders Prediction from Audio
Speech Samples},
journal = {CoRR},
volume = {abs/1909.01067},
year = {2019},
url = {http://arxiv.org/abs/1909.01067},
eprinttype = {arXiv},
eprint = {1909.01067},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BigdeliMRM18,
author = {Elnaz Bigdeli and
Mahdi Mohammadi and
Bijan Raahemi and
Stan Matwin},
title = {Incremental anomaly detection using two-layer cluster-based structure},
journal = {Inf. Sci.},
volume = {429},
pages = {315--331},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.11.023},
doi = {10.1016/J.INS.2017.11.023},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/BigdeliMRM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/LopesTMCC18,
author = {Claudivan Cruz Lopes and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin and
Cristina Dutra de Aguiar Ciferri and
Ricardo Rodrigues Ciferri},
title = {An Encryption Methodology for Enabling the Use of Data Warehouses
on the Cloud},
journal = {Int. J. Data Warehous. Min.},
volume = {14},
number = {4},
pages = {38--66},
year = {2018},
url = {https://doi.org/10.4018/IJDWM.2018100103},
doi = {10.4018/IJDWM.2018100103},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdwm/LopesTMCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SoleimaniM18,
author = {Behrouz Haji Soleimani and
Stan Matwin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Spectral Word Embedding with Negative Sampling},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5481--5487},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.12015},
doi = {10.1609/AAAI.V32I1.12015},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SoleimaniM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-alw/SharifiradJM18,
author = {Sima Sharifirad and
Borna Jafarpour and
Stan Matwin},
editor = {Darja Fiser and
Ruihong Huang and
Vinodkumar Prabhakaran and
Rob Voigt and
Zeerak Waseem and
Jacqueline Wernimont},
title = {Boosting Text Classification Performance on Sexist Tweets by Text
Augmentation and Text Generation Using a Combination of Knowledge
Graphs},
booktitle = {Proceedings of the 2nd Workshop on Abusive Language Online, ALW@EMNLP
2018, Brussels, Belgium, October 31, 2018},
pages = {107--114},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-5114},
doi = {10.18653/V1/W18-5114},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-alw/SharifiradJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/PesaranghaderPM18,
author = {Ahmad Pesaranghader and
Ali Pesaranghader and
Stan Matwin and
Marina Sokolova},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation
of Text Data},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {96--107},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_8},
doi = {10.1007/978-3-319-89656-4\_8},
timestamp = {Thu, 28 Sep 2023 12:27:18 +0200},
biburl = {https://dblp.org/rec/conf/ai/PesaranghaderPM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SoleimaniM18,
author = {Behrouz Haji Soleimani and
Stan Matwin},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {Dimensionality Reduction and Visualization by Doubly Kernelized Unit
Ball Embedding},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {224--230},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_19},
doi = {10.1007/978-3-319-89656-4\_19},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SoleimaniM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/EtemadJM18,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {Predicting Transportation Modes of {GPS} Trajectories Using Feature
Engineering and Noise Removal},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {259--264},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_24},
doi = {10.1007/978-3-319-89656-4\_24},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/EtemadJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BappeeJM18,
author = {Fateha Khanam Bappee and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {Predicting Crime Using Spatial Features},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {367--373},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_42},
doi = {10.1007/978-3-319-89656-4\_42},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/BappeeJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuWM18,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Improving the Interpretability of Deep Neural Networks with Knowledge
Distillation},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {905--912},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00132},
doi = {10.1109/ICDMW.2018.00132},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuWM18,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin},
title = {Interpretable Deep Convolutional Neural Networks via Meta-learning},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--9},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489172},
doi = {10.1109/IJCNN.2018.8489172},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/JuniorTRMC18,
author = {Am{\'{\i}}lcar Soares J{\'{u}}nior and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Chiara Renso and
Stan Matwin and
Luc{\'{\i}}dio A. F. Cabral},
title = {A Semi-Supervised Approach for the Semantic Segmentation of Trajectories},
booktitle = {19th {IEEE} International Conference on Mobile Data Management, {MDM}
2018, Aalborg, Denmark, June 25-28, 2018},
pages = {145--154},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/MDM.2018.00031},
doi = {10.1109/MDM.2018.00031},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdm/JuniorTRMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TorgoMJKMB18,
author = {Lu{\'{\i}}s Torgo and
Stan Matwin and
Nathalie Japkowicz and
Bartosz Krawczyk and
Nuno Moniz and
Paula Branco},
title = {2nd Workshop on Learning with Imbalanced Domains: Preface},
booktitle = {Second International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
10, 2018},
series = {Proceedings of Machine Learning Research},
volume = {94},
pages = {1--7},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v94/torgo18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TorgoMJKMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TorgoMWMB18,
author = {Lu{\'{\i}}s Torgo and
Stan Matwin and
Gary Weiss and
Nuno Moniz and
Paula Branco},
title = {Cost-Sensitive Learning: Preface},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {1--3},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/torgo18a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TorgoMWMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/NaderiSMKM18,
author = {Habibeh Naderi and
Behrouz Haji Soleimani and
Saif M. Mohammad and
Svetlana Kiritchenko and
Stan Matwin},
editor = {Marianna Apidianaki and
Saif M. Mohammad and
Jonathan May and
Ekaterina Shutova and
Steven Bethard and
Marine Carpuat},
title = {DeepMiner at SemEval-2018 Task 1: Emotion Intensity Recognition Using
Deep Representation Learning},
booktitle = {Proceedings of The 12th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 5-6, 2018},
pages = {305--312},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/s18-1045},
doi = {10.18653/V1/S18-1045},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/NaderiSMKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00560,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin},
title = {Interpretable Deep Convolutional Neural Networks via Meta-learning},
journal = {CoRR},
volume = {abs/1802.00560},
year = {2018},
url = {http://arxiv.org/abs/1802.00560},
eprinttype = {arXiv},
eprint = {1802.00560},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09059,
author = {Ahmad Pesaranghader and
Ali Pesaranghader and
Stan Matwin and
Marina Sokolova},
title = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation
of Text Data},
journal = {CoRR},
volume = {abs/1802.09059},
year = {2018},
url = {http://arxiv.org/abs/1802.09059},
eprinttype = {arXiv},
eprint = {1802.09059},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10164,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
title = {Predicting Transportation Modes of {GPS} Trajectories using Feature
Engineering and Noise Removal},
journal = {CoRR},
volume = {abs/1802.10164},
year = {2018},
url = {http://arxiv.org/abs/1802.10164},
eprinttype = {arXiv},
eprint = {1802.10164},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04474,
author = {Fateha Khanam Bappee and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
title = {Predicting Crime Using Spatial Features},
journal = {CoRR},
volume = {abs/1803.04474},
year = {2018},
url = {http://arxiv.org/abs/1803.04474},
eprinttype = {arXiv},
eprint = {1803.04474},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00852,
author = {Xiang Jiang and
Mohammad Havaei and
Gabriel Chartrand and
Hassan Chouaib and
Thomas Vincent and
Andrew Jesson and
Nicolas Chapados and
Stan Matwin},
title = {On the Importance of Attention in Meta-Learning for Few-Shot Text
Classification},
journal = {CoRR},
volume = {abs/1806.00852},
year = {2018},
url = {http://arxiv.org/abs/1806.00852},
eprinttype = {arXiv},
eprint = {1806.00852},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03096,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin},
title = {On feature selection and evaluation of transportation mode prediction
strategies},
journal = {CoRR},
volume = {abs/1808.03096},
year = {2018},
url = {http://arxiv.org/abs/1808.03096},
eprinttype = {arXiv},
eprint = {1808.03096},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10924,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin},
title = {Improving the Interpretability of Deep Neural Networks with Knowledge
Distillation},
journal = {CoRR},
volume = {abs/1812.10924},
year = {2018},
url = {http://arxiv.org/abs/1812.10924},
eprinttype = {arXiv},
eprint = {1812.10924},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/JuniorRM17,
author = {Am{\'{\i}}lcar Soares J{\'{u}}nior and
Chiara Renso and
Stan Matwin},
title = {ANALYTiC: An Active Learning System for Trajectory Classification},
journal = {{IEEE} Computer Graphics and Applications},
volume = {37},
number = {5},
pages = {28--39},
year = {2017},
url = {https://doi.org/10.1109/MCG.2017.3621221},
doi = {10.1109/MCG.2017.3621221},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/JuniorRM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JapkowiczM17,
author = {Nathalie Japkowicz and
Stan Matwin},
title = {Special issue on discovery science},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {741--743},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5625-1},
doi = {10.1007/S10994-016-5625-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JapkowiczM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/BigdeliMRM17,
author = {Elnaz Bigdeli and
Mahdi Mohammadi and
Bijan Raahemi and
Stan Matwin},
title = {A fast and noise resilient cluster-based anomaly detection},
journal = {Pattern Anal. Appl.},
volume = {20},
number = {1},
pages = {183--199},
year = {2017},
url = {https://doi.org/10.1007/s10044-015-0484-0},
doi = {10.1007/S10044-015-0484-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/BigdeliMRM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/JaferMS17,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
title = {A Multi-dimensional Privacy-aware Evaluation Function in Automatic
Feature Selection},
journal = {Trans. Data Priv.},
volume = {10},
number = {3},
pages = {145--174},
year = {2017},
url = {http://www.tdp.cat/issues16/abs.a230a15.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/JaferMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/GerowZMS17,
author = {Aaron Gerow and
Mingyang Zhou and
Stan Matwin and
Feng Shi},
editor = {Malek Mouhoub and
Philippe Langlais},
title = {Reflexive Regular Equivalence for Bipartite Data},
booktitle = {Advances in Artificial Intelligence - 30th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2017, Edmonton, AB, Canada,
May 16-19, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10233},
pages = {71--77},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57351-9\_9},
doi = {10.1007/978-3-319-57351-9\_9},
timestamp = {Thu, 28 Sep 2023 12:27:16 +0200},
biburl = {https://dblp.org/rec/conf/ai/GerowZMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SharifiradM17,
author = {Sima Sharifirad and
Stan Matwin},
editor = {Malek Mouhoub and
Philippe Langlais},
title = {Deep Multi-cultural Graph Representation Learning},
booktitle = {Advances in Artificial Intelligence - 30th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2017, Edmonton, AB, Canada,
May 16-19, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10233},
pages = {407--410},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57351-9\_46},
doi = {10.1007/978-3-319-57351-9\_46},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SharifiradM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/0001SPHSM07,
author = {Xiang Jiang and
Erico N. de Souza and
Ahmad Pesaranghader and
Baifan Hu and
Daniel L. Silver and
Stan Matwin},
editor = {Marcellus Mindel and
Kelly A. Lyons and
Joe Wigglesworth},
title = {TrajectoryNet: an embedded {GPS} trajectory representation for point-based
classification using recurrent neural networks},
booktitle = {Proceedings of the 27th Annual International Conference on Computer
Science and Software Engineering, {CASCON} 2017, Markham, Ontario,
Canada, November 6-8, 2017},
pages = {192--200},
publisher = {{IBM} / {ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3172817},
timestamp = {Thu, 27 Aug 2020 18:26:39 +0200},
biburl = {https://dblp.org/rec/conf/cascon/0001SPHSM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/NaderiSM17,
author = {Habibeh Naderi and
Behrouz Haji Soleimani and
Stan Matwin},
title = {Manifold Learning of Overcomplete Feature Spaces in a Multimodal Biometric
Recognition System of Iris and Palmprint},
booktitle = {14th Conference on Computer and Robot Vision, {CRV} 2017, Edmonton,
AB, Canada, May 16-19, 2017},
pages = {191--196},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CRV.2017.29},
doi = {10.1109/CRV.2017.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/NaderiSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001SLSWSM17,
author = {Xiang Jiang and
Erico N. de Souza and
Xuan Liu and
Behrouz Haji Soleimani and
Xiaoguang Wang and
Daniel L. Silver and
Stan Matwin},
title = {Partition-wise Recurrent Neural Networks for Point-based {AIS} Trajectory
Classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001SLSWSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/0001LSHSM17,
author = {Xiang Jiang and
Xuan Liu and
Erico N. de Souza and
Baifan Hu and
Daniel L. Silver and
Stan Matwin},
title = {Improving point-based {AIS} trajectory classification with partition-wise
gated recurrent units},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {4044--4051},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966366},
doi = {10.1109/IJCNN.2017.7966366},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/0001LSHSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/HuangMCM17,
author = {Lulu Huang and
Stan Matwin and
Eder J. de Carvalho and
Rosane Minghim},
editor = {Dorota Glowacka and
Evangelos E. Milios and
Axel J. Soto and
Fernando Vieira Paulovich},
title = {Active Learning with Visualization for Text Data},
booktitle = {Proceedings of the 2017 {ACM} Workshop on Exploratory Search and Interactive
Data Analytics, ESIDA@IUI 2017, Limassol, Cyprus, March 13, 2017},
pages = {69--74},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038462.3038469},
doi = {10.1145/3038462.3038469},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/HuangMCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Matwin17,
author = {Stan Matwin},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Privacy-Related Aspects and Techniques},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1006--1013},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_668},
doi = {10.1007/978-1-4899-7687-1\_668},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Matwin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GerowZMS17,
author = {Aaron Gerow and
Mingyang Zhou and
Stan Matwin and
Feng Shi},
title = {Reflexive Regular Equivalence for Bipartite Data},
journal = {CoRR},
volume = {abs/1702.04956},
year = {2017},
url = {http://arxiv.org/abs/1702.04956},
eprinttype = {arXiv},
eprint = {1702.04956},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GerowZMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SokolovaSHCM17,
author = {Marina Sokolova and
Vera Sazonova and
Kanyi Huang and
Rudraneel Chakraboty and
Stan Matwin},
title = {Studying Positive Speech on Twitter},
journal = {CoRR},
volume = {abs/1702.08866},
year = {2017},
url = {http://arxiv.org/abs/1702.08866},
eprinttype = {arXiv},
eprint = {1702.08866},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SokolovaSHCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001SPHSM17,
author = {Xiang Jiang and
Erico N. de Souza and
Ahmad Pesaranghader and
Baifan Hu and
Daniel L. Silver and
Stan Matwin},
title = {TrajectoryNet: An Embedded {GPS} Trajectory Representation for Point-based
Classification Using Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1705.02636},
year = {2017},
url = {http://arxiv.org/abs/1705.02636},
eprinttype = {arXiv},
eprint = {1705.02636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001SPHSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PesaranghaderMS16,
author = {Ahmad Pesaranghader and
Stan Matwin and
Marina Sokolova and
Robert G. Beiko},
title = {simDEF: definition-based semantic similarity measure of gene ontology
terms for functional similarity analysis of genes},
journal = {Bioinform.},
volume = {32},
number = {9},
pages = {1380--1387},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btv755},
doi = {10.1093/BIOINFORMATICS/BTV755},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/PesaranghaderMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GarciaLMC16,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Stan Matwin and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Ensembles of label noise filters: a ranking approach},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1192--1216},
year = {2016},
url = {https://doi.org/10.1007/s10618-016-0475-9},
doi = {10.1007/S10618-016-0475-9},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GarciaLMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JiangSHSM16,
author = {Xiang Jiang and
Daniel L. Silver and
Baifan Hu and
Erico N. de Souza and
Stan Matwin},
editor = {Richard Khoury and
Christopher Drummond},
title = {Fishing Activity Detection from {AIS} Data Using Autoencoders},
booktitle = {Advances in Artificial Intelligence - 29th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2016, Victoria, BC, Canada,
May 31 - June 3, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9673},
pages = {33--39},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-34111-8\_4},
doi = {10.1007/978-3-319-34111-8\_4},
timestamp = {Thu, 28 Sep 2023 12:27:16 +0200},
biburl = {https://dblp.org/rec/conf/ai/JiangSHSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TajmajerSWM16,
author = {Tomasz Tajmajer and
Malwina Splawinska and
Piotr Wasilewski and
Stan Matwin},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Predicting annual average daily highway traffic from large data and
very few measurements},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1493--1501},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840757},
doi = {10.1109/BIGDATA.2016.7840757},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TajmajerSWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/NaderiSMAS16,
author = {Habibeh Naderi and
Behrouz Haji Soleimani and
Stan Matwin and
Babak Nadjar Araabi and
Hamid Soltanian{-}Zadeh},
title = {Fusing Iris, Palmprint and Fingerprint in a Multi-biometric Recognition
System},
booktitle = {13th Conference on Computer and Robot Vision, {CRV} 2016, Victoria,
BC, Canada, June 1-3, 2016},
pages = {327--334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CRV.2016.18},
doi = {10.1109/CRV.2016.18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crv/NaderiSMAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/Matwin16,
author = {Stan Matwin},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Big Water Meets Big Data: Analytics of the {AIS} Ship Tracking Data},
booktitle = {Proceedings of the 2016 Federated Conference on Computer Science and
Information Systems, FedCSIS 2016, Gda{\'{n}}sk, Poland, September
11-14, 2016},
series = {Annals of Computer Science and Information Systems},
volume = {8},
pages = {1},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.15439/2016F598},
doi = {10.15439/2016F598},
timestamp = {Tue, 23 Apr 2024 09:56:26 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/Matwin16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/HuJSPM16,
author = {Baifan Hu and
Xiang Jiang and
Erico N. de Souza and
Ronald Pelot and
Stan Matwin},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Identifying Fishing Activities from {AIS} Data with Conditional Random
Fields},
booktitle = {Proceedings of the 2016 Federated Conference on Computer Science and
Information Systems, FedCSIS 2016, Gda{\'{n}}sk, Poland, September
11-14, 2016},
series = {Annals of Computer Science and Information Systems},
volume = {8},
pages = {47--52},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.15439/2016F546},
doi = {10.15439/2016F546},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/HuJSPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SarsharM16,
author = {Hossein Sarshar and
Stan Matwin},
title = {Using Classification in the Preprocessing Step on Wi-Fi Data as an
Enabler of Physical Analytics},
booktitle = {15th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016},
pages = {944--949},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICMLA.2016.0170},
doi = {10.1109/ICMLA.2016.0170},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SarsharM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SoleimaniM16,
author = {Behrouz Haji Soleimani and
Stan Matwin},
title = {Nonlinear Dimensionality Reduction by Unit Ball Embedding {(UBE)}
and Its Application to Image Clustering},
booktitle = {15th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016},
pages = {983--988},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICMLA.2016.0177},
doi = {10.1109/ICMLA.2016.0177},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SoleimaniM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ReisFMB16,
author = {Denis Moreira dos Reis and
Peter A. Flach and
Stan Matwin and
Gustavo E. A. P. A. Batista},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Fast Unsupervised Online Drift Detection Using Incremental Kolmogorov-Smirnov
Test},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1545--1554},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939836},
doi = {10.1145/2939672.2939836},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ReisFMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SokolovaM16,
author = {Marina Sokolova and
Stan Matwin},
editor = {Stan Matwin and
Jan Mielniczuk},
title = {Personal Privacy Protection in Time of Big Data},
booktitle = {Challenges in Computational Statistics and Data Mining},
series = {Studies in Computational Intelligence},
volume = {605},
pages = {365--380},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-18781-5\_18},
doi = {10.1007/978-3-319-18781-5\_18},
timestamp = {Tue, 29 Dec 2020 18:14:45 +0100},
biburl = {https://dblp.org/rec/series/sci/SokolovaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2016dmnlp,
editor = {Peggy Cellier and
Thierry Charnois and
Andreas Hotho and
Stan Matwin and
Marie{-}Francine Moens and
Yannick Toussaint},
title = {Proceedings of the Workshop on Interactions between Data Mining and
Natural Language Processing, {DMNLP} 2016, co-located with the European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases, {ECML-PKDD} 2016, Riva del Garda, Italy, September
23, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1646},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1646},
urn = {urn:nbn:de:0074-1646-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2016dmnlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2016-605,
editor = {Stan Matwin and
Jan Mielniczuk},
title = {Challenges in Computational Statistics and Data Mining},
series = {Studies in Computational Intelligence},
volume = {605},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-18781-5},
doi = {10.1007/978-3-319-18781-5},
isbn = {978-3-319-18780-8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/2016-605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhazinourMS16,
author = {Kambiz Ghazinour and
Stan Matwin and
Marina Sokolova},
title = {YOURPRIVACYPROTECTOR, {A} recommender system for privacy settings
in social networks},
journal = {CoRR},
volume = {abs/1602.01937},
year = {2016},
url = {http://arxiv.org/abs/1602.01937},
eprinttype = {arXiv},
eprint = {1602.01937},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhazinourMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SokolovaHMRSBOO16,
author = {Marina Sokolova and
Kanyi Huang and
Stan Matwin and
Joshua Ramisch and
Vera Sazonova and
Renee Black and
Chris Orwa and
Sidney Ochieng and
Nanjira Sambuli},
title = {Topic Modelling and Event Identification from Twitter Textual Data},
journal = {CoRR},
volume = {abs/1608.02519},
year = {2016},
url = {http://arxiv.org/abs/1608.02519},
eprinttype = {arXiv},
eprint = {1608.02519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SokolovaHMRSBOO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/EsminCM15,
author = {Ahmed Ali Abdalla Esmin and
Rodrigo A. Coelho and
Stan Matwin},
title = {A review on particle swarm optimization algorithm and its variants
to clustering high-dimensional data},
journal = {Artif. Intell. Rev.},
volume = {44},
number = {1},
pages = {23--45},
year = {2015},
url = {https://doi.org/10.1007/s10462-013-9400-4},
doi = {10.1007/S10462-013-9400-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/EsminCM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/JuniorMTMC15,
author = {Am{\'{\i}}lcar Soares J{\'{u}}nior and
Bruno Neiva Moreno and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin and
Luc{\'{\i}}dio dos Anjos Formiga Cabral},
title = {{GRASP-UTS:} an algorithm for unsupervised trajectory segmentation},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {29},
number = {1},
pages = {46--68},
year = {2015},
url = {https://doi.org/10.1080/13658816.2014.938078},
doi = {10.1080/13658816.2014.938078},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/JuniorMTMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/LiuWMJ15,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin and
Nathalie Japkowicz},
title = {Meta-MapReduce for scalable data mining},
journal = {J. Big Data},
volume = {2},
pages = {14},
year = {2015},
url = {https://doi.org/10.1186/s40537-015-0021-4},
doi = {10.1186/S40537-015-0021-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbd/LiuWMJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JaferMS15,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
editor = {Denilson Barbosa and
Evangelos E. Milios},
title = {Privacy-aware Wrappers},
booktitle = {Advances in Artificial Intelligence - 28th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
Canada, June 2-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9091},
pages = {130--138},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18356-5\_12},
doi = {10.1007/978-3-319-18356-5\_12},
timestamp = {Thu, 28 Sep 2023 12:27:15 +0200},
biburl = {https://dblp.org/rec/conf/ai/JaferMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SoleimaniMS15,
author = {Behrouz Haji Soleimani and
Stan Matwin and
Erico N. de Souza},
editor = {Denilson Barbosa and
Evangelos E. Milios},
title = {A Density-Penalized Distance Measure for Clustering},
booktitle = {Advances in Artificial Intelligence - 28th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
Canada, June 2-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9091},
pages = {238--249},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18356-5\_21},
doi = {10.1007/978-3-319-18356-5\_21},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SoleimaniMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BigdeliMRM15,
author = {Elnaz Bigdeli and
Mahdi Mohammadi and
Bijan Raahemi and
Stan Matwin},
editor = {Denilson Barbosa and
Evangelos E. Milios},
title = {Incremental Cluster Updating Using Gaussian Mixture Model},
booktitle = {Advances in Artificial Intelligence - 28th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
Canada, June 2-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9091},
pages = {264--272},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18356-5\_23},
doi = {10.1007/978-3-319-18356-5\_23},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/BigdeliMRM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/NgDMVB15,
author = {Joanna Ng and
Frank Dehne and
Stan Matwin and
Herna L. Viktor and
Olga Baysal},
editor = {Jordan Gould and
Marin Litoiu and
Hanan Lutfiyya},
title = {Data science workshop: experience driven analytics},
booktitle = {Proceedings of 25th Annual International Conference on Computer Science
and Software Engineering, {CASCON} 2015, Markham, Ontario, Canada,
2-4 November, 2015},
pages = {344--346},
publisher = {{IBM} / {ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2886519},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cascon/NgDMVB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/AlagganGMT15,
author = {Mohammad Alaggan and
S{\'{e}}bastien Gambs and
Stan Matwin and
Mohammed Tuhin},
editor = {Pierangela Samarati},
title = {Sanitization of Call Detail Records via Differentially-Private Bloom
Filters},
booktitle = {Data and Applications Security and Privacy {XXIX} - 29th Annual {IFIP}
{WG} 11.3 Working Conference, DBSec 2015, Fairfax, VA, USA, July 13-15,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9149},
pages = {223--230},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20810-7\_15},
doi = {10.1007/978-3-319-20810-7\_15},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/AlagganGMT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SoleimaniSHM15,
author = {Behrouz Haji Soleimani and
Erico N. de Souza and
Casey Hilliard and
Stan Matwin},
title = {Anomaly detection in maritime data based on geometrical analysis of
trajectories},
booktitle = {18th International Conference on Information Fusion, {FUSION} 2015,
Washington, DC, USA, July 6-9, 2015},
pages = {1100--1105},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7266681/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/SoleimaniSHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/LiuSHM15,
author = {Bo Liu and
Erico N. de Souza and
Casey Hilliard and
Stan Matwin},
title = {Ship movement anomaly detection using specialized distance measures},
booktitle = {18th International Conference on Information Fusion, {FUSION} 2015,
Washington, DC, USA, July 6-9, 2015},
pages = {1113--1120},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7266683/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/LiuSHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/SydowMNMS15,
author = {Marcin Sydow and
Cristina Ioana Muntean and
Franco Maria Nardini and
Stan Matwin and
Fabrizio Silvestri},
editor = {Floriana Esposito and
Olivier Pivert and
Mohand{-}Sa{\"{\i}}d Hacid and
Zbigniew W. Ras and
Stefano Ferilli},
title = {{MUSETS:} Diversity-Aware Web Query Suggestions for Shortening User
Sessions},
booktitle = {Foundations of Intelligent Systems - 22nd International Symposium,
{ISMIS} 2015, Lyon, France, October 21-23, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9384},
pages = {237--247},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25252-0\_26},
doi = {10.1007/978-3-319-25252-0\_26},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/SydowMNMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SobhaniIM15,
author = {Parinaz Sobhani and
Diana Inkpen and
Stan Matwin},
title = {From Argumentation Mining to Stance Classification},
booktitle = {Proceedings of the 2nd Workshop on Argumentation Mining, ArgMining@HLT-NAACL
2015, June 4, 2015, Denver, Colorado, {USA}},
pages = {67--77},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/w15-0509},
doi = {10.3115/V1/W15-0509},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SobhaniIM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/MorenoTM15,
author = {Bruno Neiva Moreno and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin},
title = {A spatio-temporal network model to represent and analyze LBSNs},
booktitle = {2015 {IEEE} International Conference on Pervasive Computing and Communication
Workshops, PerCom Workshops 2015, St. Louis, MO, USA, March 23-27,
2015},
pages = {142--147},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/PERCOMW.2015.7134009},
doi = {10.1109/PERCOMW.2015.7134009},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/MorenoTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/JaferMS15,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
editor = {Ali A. Ghorbani and
Vicen{\c{c}} Torra and
H{\"{u}}seyin Hisil and
Ali Miri and
Ahmet Koltuksuz and
Jie Zhang and
Murat Sensoy and
Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro and
Ibrahim Zincir},
title = {A framework for a privacy-aware feature selection evaluation measure},
booktitle = {13th Annual Conference on Privacy, Security and Trust, {PST} 2015,
Izmir, Turkey, July 21-23, 2015},
pages = {62--69},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/PST.2015.7232955},
doi = {10.1109/PST.2015.7232955},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pst/JaferMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MatwinNSS15,
author = {Stan Matwin and
Jordi Nin and
Morvarid Sehatkar and
Tomasz Szapiro},
editor = {Guillermo Navarro{-}Arribas and
Vicen{\c{c}} Torra},
title = {A Review of Attribute Disclosure Control},
booktitle = {Advanced Research in Data Privacy},
series = {Studies in Computational Intelligence},
volume = {567},
pages = {41--61},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-09885-2\_4},
doi = {10.1007/978-3-319-09885-2\_4},
timestamp = {Tue, 07 May 2024 20:28:19 +0200},
biburl = {https://dblp.org/rec/series/sci/MatwinNSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2015,
editor = {Nathalie Japkowicz and
Stan Matwin},
title = {Discovery Science - 18th International Conference, {DS} 2015, Banff,
AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9356},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24282-8},
doi = {10.1007/978-3-319-24282-8},
isbn = {978-3-319-24281-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015dmnlp,
editor = {Peggy Cellier and
Thierry Charnois and
Andreas Hotho and
Stan Matwin and
Marie{-}Francine Moens and
Yannick Toussaint},
title = {Proceedings of the Workshop on Interactions between Data Mining and
Natural Language Processing, {DMNLP} 2015, co-located with European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
07, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1410},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1410},
urn = {urn:nbn:de:0074-1410-6},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015dmnlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaiscr/WangLJM14,
author = {Xiaoguang Wang and
Xuan Liu and
Nathalie Japkowicz and
Stan Matwin},
title = {Automated Approach To Classification Of Mine-Like Objects Using Multiple-Aspect
Sonar Images},
journal = {J. Artif. Intell. Soft Comput. Res.},
volume = {4},
number = {2},
pages = {133--148},
year = {2014},
url = {https://doi.org/10.1515/jaiscr-2015-0004},
doi = {10.1515/JAISCR-2015-0004},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaiscr/WangLJM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/LopesTM14,
author = {Claudivan Cruz Lopes and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin},
title = {Towards Cloud Data Warehouses of Multivalued Encrypted Values},
journal = {J. Inf. Data Manag.},
volume = {5},
number = {3},
pages = {335--348},
year = {2014},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1548},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/LopesTM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/RazaviMKA14,
author = {Amir Hossein Razavi and
Stan Matwin and
Joseph De Koninck and
Ray Reza Amini},
title = {Dream sentiment analysis using second order soft co-occurrences {(SOSCO)}
and time course representations},
journal = {J. Intell. Inf. Syst.},
volume = {42},
number = {3},
pages = {393--413},
year = {2014},
url = {https://doi.org/10.1007/s10844-013-0273-4},
doi = {10.1007/S10844-013-0273-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/RazaviMKA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/SazonovaM14,
author = {Vera Sazonova and
Stan Matwin},
title = {Combining Binary Classifiers for a Multiclass Problem with Differential
Privacy},
journal = {Trans. Data Priv.},
volume = {7},
number = {1},
pages = {51--70},
year = {2014},
url = {http://www.tdp.cat/issues11/abs.a172a14.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/SazonovaM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/StepienFM14,
author = {Bernard Stepien and
Amy P. Felty and
Stan Matwin},
title = {Challenges of Composing {XACML} Policies},
booktitle = {Ninth International Conference on Availability, Reliability and Security,
{ARES} 2014, Fribourg, Switzerland, September 8-12, 2014},
pages = {234--241},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ARES.2014.38},
doi = {10.1109/ARES.2014.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/StepienFM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JaferMS14,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
editor = {Marina Sokolova and
Peter van Beek},
title = {Task Oriented Privacy Preserving Data Publishing Using Feature Selection},
booktitle = {Advances in Artificial Intelligence - 27th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
QC, Canada, May 6-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8436},
pages = {143--154},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06483-3\_13},
doi = {10.1007/978-3-319-06483-3\_13},
timestamp = {Thu, 28 Sep 2023 12:27:14 +0200},
biburl = {https://dblp.org/rec/conf/ai/JaferMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/WangLJM14,
author = {Xiaoguang Wang and
Xuan Liu and
Nathalie Japkowicz and
Stan Matwin},
editor = {Marina Sokolova and
Peter van Beek},
title = {Ensemble of Multiple Kernel {SVM} Classifiers},
booktitle = {Advances in Artificial Intelligence - 27th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
QC, Canada, May 6-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8436},
pages = {239--250},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06483-3\_21},
doi = {10.1007/978-3-319-06483-3\_21},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/WangLJM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/MorenoJTTM14,
author = {Bruno Moreno and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Patr{\'{\i}}cia C. A. R. Tedesco and
Stan Matwin},
editor = {Marina Sokolova and
Peter van Beek},
title = {Weka-SAT: {A} Hierarchical Context-Based Inference Engine to Enrich
Trajectories with Semantics},
booktitle = {Advances in Artificial Intelligence - 27th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
QC, Canada, May 6-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8436},
pages = {333--338},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06483-3\_34},
doi = {10.1007/978-3-319-06483-3\_34},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/MorenoJTTM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JaferMS14,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Privacy-aware filter-based feature selection},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004382},
doi = {10.1109/BIGDATA.2014.7004382},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/JaferMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangLLSM14,
author = {Xiaoguang Wang and
Xuan Liu and
Bo Liu and
Erico N. de Souza and
Stan Matwin},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Vessel route anomaly detection with Hadoop MapReduce},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {25--30},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004464},
doi = {10.1109/BIGDATA.2014.7004464},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangLLSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangLM14,
author = {Xiaoguang Wang and
Xuan Liu and
Stan Matwin},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {A distributed instance-weighted {SVM} algorithm on large-scale imbalanced
datasets},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {45--51},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004467},
doi = {10.1109/BIGDATA.2014.7004467},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangLMJG14,
author = {Xiaoguang Wang and
Xuan Liu and
Stan Matwin and
Nathalie Japkowicz and
Hongyu Guo},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {A multi-view two-level classification method for generalized multi-instance
problems},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {104--111},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004363},
doi = {10.1109/BIGDATA.2014.7004363},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangLMJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangLMJ14,
author = {Xiaoguang Wang and
Xuan Liu and
Stan Matwin and
Nathalie Japkowicz},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Applying instance-weighted support vector machines to class imbalanced
datasets},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {112--118},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004364},
doi = {10.1109/BIGDATA.2014.7004364},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangLMJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuSMS14,
author = {Bo Liu and
Erico N. de Souza and
Stan Matwin and
Marcin Sydow},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Knowledge-based clustering of ship trajectories using density-based
approach},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {603--608},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004281},
doi = {10.1109/BIGDATA.2014.7004281},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuSMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WangLJMN14,
author = {Xiaoguang Wang and
Xuan Liu and
Nathalie Japkowicz and
Stan Matwin and
Bao Nguyen},
title = {Automatic Target Recognition using multiple-aspect sonar images},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {2330--2337},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900261},
doi = {10.1109/CEC.2014.6900261},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/WangLJMN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cts/StepienFM14,
author = {Bernard Stepien and
Amy P. Felty and
Stan Matwin},
title = {A non-technical {XACML} target editor for dynamic access control systems},
booktitle = {2014 International Conference on Collaboration Technologies and Systems,
{CTS} 2014, Minneapolis, MN, USA, May 19-23, 2014},
pages = {150--157},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CTS.2014.6867558},
doi = {10.1109/CTS.2014.6867558},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/cts/StepienFM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LopesTMCC14,
author = {Claudivan Cruz Lopes and
Val{\'{e}}ria Ces{\'{a}}rio Times and
Stan Matwin and
Ricardo Rodrigues Ciferri and
Cristina Dutra de Aguiar Ciferri},
editor = {Ladjel Bellatreche and
Mukesh K. Mohania},
title = {Processing {OLAP} Queries over an Encrypted Data Warehouse Stored
in the Cloud},
booktitle = {Data Warehousing and Knowledge Discovery - 16th International Conference,
DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8646},
pages = {195--207},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10160-6\_18},
doi = {10.1007/978-3-319-10160-6\_18},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LopesTMCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/SehatkarM14,
author = {Morvarid Sehatkar and
Stan Matwin},
editor = {K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia and
Nicole Schweikardt and
Vassilis Christophides and
Vincent Leroy},
title = {Clustering-based Multidimensional Sequence Data Anonymization},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference
{(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1133},
pages = {385--389},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1133/paper-65.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/SehatkarM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/DankarBAM14,
author = {Fida Kamal Dankar and
Renaud Brien and
Carlisle Adams and
Stan Matwin},
editor = {K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia and
Nicole Schweikardt and
Vassilis Christophides and
Vincent Leroy},
title = {Secure Multi-Party linear Regression},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference
{(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1133},
pages = {406--414},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1133/paper-68.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/DankarBAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euspn/DankarEM14,
author = {Fida Kamal Dankar and
Khaled El Emam and
Stan Matwin},
title = {Efficient Private Information Retrieval for Geographical Aggregation},
booktitle = {The 5th International Conference on Emerging Ubiquitous Systems and
Pervasive Networks {(EUSPN-2014)/} The 4th International Conference
on Current and Future Trends of Information and Communication Technologies
in Healthcare {(ICTH} 2014)/ Affiliated Workshops, September 22-25,
2014, Halifax, Nova Scotia, Canada},
series = {Procedia Computer Science},
volume = {37},
pages = {497--502},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.08.074},
doi = {10.1016/J.PROCS.2014.08.074},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/euspn/DankarEM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euspn/JaferMS14,
author = {Yasser Jafer and
Stan Matwin and
Marina Sokolova},
title = {Using Feature Selection to Improve the Utility of Differentially Private
Data Publishing},
booktitle = {The 5th International Conference on Emerging Ubiquitous Systems and
Pervasive Networks {(EUSPN-2014)/} The 4th International Conference
on Current and Future Trends of Information and Communication Technologies
in Healthcare {(ICTH} 2014)/ Affiliated Workshops, September 22-25,
2014, Halifax, Nova Scotia, Canada},
series = {Procedia Computer Science},
volume = {37},
pages = {511--516},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.08.076},
doi = {10.1016/J.PROCS.2014.08.076},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/euspn/JaferMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/giis/SouzaMF14,
author = {Erico N. de Souza and
Stan Matwin and
Stenio F. L. Fernandes},
title = {Traffic classification with on-line ensemble method},
booktitle = {Global Information Infrastructure and Networking Symposium, {GIIS}
2014, Montreal, QC, Canada, September 15-19, 2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GIIS.2014.6934280},
doi = {10.1109/GIIS.2014.6934280},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/giis/SouzaMF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/BigdeliMRM14,
author = {Elnaz Bigdeli and
Mahdi Mohammadi and
Bijan Raahemi and
Stan Matwin},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Arbitrary Shape Cluster Summarization with Gaussian Mixture Model},
booktitle = {{KDIR} 2014 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Rome, Italy, 21 - 24 October,
2014},
pages = {43--52},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0005071500430052},
doi = {10.5220/0005071500430052},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/BigdeliMRM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/BigdeliMRM14a,
author = {Elnaz Bigdeli and
Mahdi Mohammadi and
Bijan Raahemi and
Stan Matwin},
editor = {Ana L. N. Fred and
Jan L. G. Dietz and
David Aveiro and
Kecheng Liu and
Joaquim Filipe},
title = {Cluster Summarization with Dense Region Detection},
booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management
- 6th International Joint Conference, {IC3K} 2014, Rome, Italy, October
21-24, 2014, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {553},
pages = {68--83},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-25840-9\_5},
doi = {10.1007/978-3-319-25840-9\_5},
timestamp = {Tue, 16 Aug 2022 23:04:35 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/BigdeliMRM14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SobhaniVM14,
author = {Parinaz Sobhani and
Herna L. Viktor and
Stan Matwin},
editor = {Annalisa Appice and
Michelangelo Ceci and
Corrado Loglisci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras},
title = {Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based
Undersampling},
booktitle = {New Frontiers in Mining Complex Patterns - Third International Workshop,
{NFMCP} 2014, Held in Conjunction with {ECML-PKDD} 2014, Nancy, France,
September 19, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8983},
pages = {69--83},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-17876-9\_5},
doi = {10.1007/978-3-319-17876-9\_5},
timestamp = {Tue, 07 May 2024 20:07:44 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SobhaniVM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014dmnlp,
editor = {Peggy Cellier and
Thierry Charnois and
Andreas Hotho and
Stan Matwin and
Marie{-}Francine Moens and
Yannick Toussaint},
title = {Proceedings of the 1st International Workshop on Interactions between
Data Mining and Natural Language Processing co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September
15, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1202},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1202},
urn = {urn:nbn:de:0074-1202-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2014dmnlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/GhazinourSM13,
author = {Kambiz Ghazinour and
Marina Sokolova and
Stan Matwin},
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {Detecting Health-Related Privacy Leaks in Social Networks Using Text
Mining Tools},
booktitle = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
pages = {25--39},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8\_3},
doi = {10.1007/978-3-642-38457-8\_3},
timestamp = {Thu, 28 Sep 2023 12:27:13 +0200},
biburl = {https://dblp.org/rec/conf/ai/GhazinourSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/WangMJL13,
author = {Xiaoguang Wang and
Stan Matwin and
Nathalie Japkowicz and
Xuan Liu},
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {Cost-Sensitive Boosting Algorithms for Imbalanced Multi-instance Datasets},
booktitle = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
pages = {174--186},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8\_15},
doi = {10.1007/978-3-642-38457-8\_15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/WangMJL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SouzaM13,
author = {Erico N. de Souza and
Stan Matwin},
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {Improvements to Boosting with Data Streams},
booktitle = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
pages = {248--255},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8\_23},
doi = {10.1007/978-3-642-38457-8\_23},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SouzaM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/LiuWJM13,
author = {Xuan Liu and
Xiaoguang Wang and
Nathalie Japkowicz and
Stan Matwin},
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {An Ensemble Method Based on AdaBoost and Meta-Learning},
booktitle = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
pages = {278--285},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8\_27},
doi = {10.1007/978-3-642-38457-8\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/LiuWJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuWMJ13,
author = {Xuan Liu and
Xiaoguang Wang and
Stan Matwin and
Nathalie Japkowicz},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Meta-learning for large scale machine learning with MapReduce},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {105--110},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691741},
doi = {10.1109/BIGDATA.2013.6691741},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuWMJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GhazinourMS13,
author = {Kambiz Ghazinour and
Stan Matwin and
Marina Sokolova},
editor = {Giovanna Guerrini},
title = {Monitoring and recommending privacy settings in social networks},
booktitle = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT/ICDT} '13, Genoa, Italy,
March 22, 2013, Workshop Proceedings},
pages = {164--168},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2457317.2457344},
doi = {10.1145/2457317.2457344},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/GhazinourMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/SouzaMF13,
author = {Erico N. de Souza and
Stan Matwin and
Stenio Fernandes},
title = {Network traffic classification using AdaBoost Dynamic},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2013, Budapest,
Hungary, June 9-13, 2013, Workshops Proceedings},
pages = {1319--1324},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICCW.2013.6649441},
doi = {10.1109/ICCW.2013.6649441},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/SouzaMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLJM13,
author = {Xiaoguang Wang and
Xuan Liu and
Nathalie Japkowicz and
Stan Matwin},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Resampling and Cost-Sensitive Methods for Imbalanced Multi-instance
Learning},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {808--816},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.85},
doi = {10.1109/ICDMW.2013.85},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbbasianDJM13,
author = {Houman Abbasian and
Chris Drummond and
Nathalie Japkowicz and
Stan Matwin},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Inner Ensembles: Using Ensemble Methods Inside the Learning Algorithm},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {33--48},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_3},
doi = {10.1007/978-3-642-40994-3\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbbasianDJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/SehatkarM13,
author = {Morvarid Sehatkar and
Stan Matwin},
editor = {Jordi Castell{\`{a}}{-}Roca and
Josep Domingo{-}Ferrer and
Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro and
Ali A. Ghorbani and
Christian Damsgaard Jensen and
Jes{\'{u}}s A. Manj{\'{o}}n and
Iosif{-}Viorel Onut and
Natalia Stakhanova and
Vicen{\c{c}} Torra and
Jie Zhang},
title = {{HALT:} Hybrid anonymization of longitudinal transactions},
booktitle = {Eleventh Annual International Conference on Privacy, Security and
Trust, {PST} 2013, 10-12 July, 2013, Tarragona, Catalonia, Spain,
July 10-12, 2013},
pages = {127--134},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/PST.2013.6596046},
doi = {10.1109/PST.2013.6596046},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pst/SehatkarM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/BobicevSEM13,
author = {Victoria Bobicev and
Marina Sokolova and
Khaled El Emam and
Stan Matwin},
editor = {Galia Angelova and
Kalina Bontcheva and
Ruslan Mitkov},
title = {Authorship Attribution in Health Forums},
booktitle = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
September, 2013, Hissar, Bulgaria},
pages = {74--82},
publisher = {{RANLP} 2013 Organising Committee / {ACL}},
year = {2013},
url = {https://aclanthology.org/R13-1010/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ranlp/BobicevSEM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaMJS13,
author = {Marina Sokolova and
Stan Matwin and
Yasser Jafer and
David Schramm},
editor = {Galia Angelova and
Kalina Bontcheva and
Ruslan Mitkov},
title = {How Joe and Jane Tweet about Their Health: Mining for Personal Health
Information on Twitter},
booktitle = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
September, 2013, Hissar, Bulgaria},
pages = {626--632},
publisher = {{RANLP} 2013 Organising Committee / {ACL}},
year = {2013},
url = {https://aclanthology.org/R13-1082/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ranlp/SokolovaMJS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/Matwin13,
author = {Stan Matwin},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Privacy-Preserving Data Mining Techniques: Survey and Challenges},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {209--221},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_11},
doi = {10.1007/978-3-642-30487-3\_11},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sapere/Matwin13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HuangSMS12,
author = {Jin Huang and
Jelber Sayyad{-}Shirabad and
Stan Matwin and
Jiang Su},
title = {Improving multi-view semi-supervised learning with agreement-based
sampling},
journal = {Intell. Data Anal.},
volume = {16},
number = {5},
pages = {745--761},
year = {2012},
url = {https://doi.org/10.3233/IDA-2012-0549},
doi = {10.3233/IDA-2012-0549},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/HuangSMS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/MatwinS12,
author = {Stan Matwin and
Vera Sazonova},
title = {Direct comparison between support vector machine and multinomial naive
Bayes algorithms for medical abstract classification},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {5},
pages = {917},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2012-001072},
doi = {10.1136/AMIAJNL-2012-001072},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/MatwinS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/StepienMF12,
author = {Bernard Stepien and
Stan Matwin and
Amy P. Felty},
title = {An Algorithm for Compression of {XACML} Access Control Policy Sets
by Recursive Subsumption},
booktitle = {Seventh International Conference on Availability, Reliability and
Security, Prague, {ARES} 2012, Czech Republic, August 20-24, 2012},
pages = {161--167},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ARES.2012.38},
doi = {10.1109/ARES.2012.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/StepienMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SouzaM12,
author = {Erico N. de Souza and
Stan Matwin},
editor = {Leila Kosseim and
Diana Inkpen},
title = {Improvements to AdaBoost Dynamic},
booktitle = {Advances in Artificial Intelligence - 25th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2012, Toronto, ON, Canada,
May 28-30, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7310},
pages = {293--298},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30353-1\_26},
doi = {10.1007/978-3-642-30353-1\_26},
timestamp = {Thu, 28 Sep 2023 12:27:12 +0200},
biburl = {https://dblp.org/rec/conf/ai/SouzaM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BouillotPRIBM12,
author = {Flavien Bouillot and
Pascal Poncelet and
Mathieu Roche and
Dino Ienco and
Elnaz Bigdeli and
Stan Matwin},
editor = {Ingmar Weber and
Ana{-}Maria Popescu and
Marco Pennacchiotti},
title = {French presidential elections: what are the most efficient measures
for tweets?},
booktitle = {Proceedings of the first edition workshop on Politics, elections and
data, PLEAD@CIKM 2012, Maui, HI, USA, November 2, 2012},
pages = {23--30},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2389661.2389669},
doi = {10.1145/2389661.2389669},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BouillotPRIBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangSJMLBN12,
author = {Xiaoguang Wang and
Hang Shao and
Nathalie Japkowicz and
Stan Matwin and
Xuan Liu and
Alex Bourque and
Bao Nguyen},
title = {Using {SVM} with Adaptively Asymmetric MisClassification Costs for
Mine-Like Objects Detection},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {78--82},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.227},
doi = {10.1109/ICMLA.2012.227},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/WangSJMLBN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/EsminOM12,
author = {Ahmed Ali Abdalla Esmin and
Roberto L. de Oliveira Jr. and
Stan Matwin},
title = {Hierarchical Classification Approach to Emotion Recognition in Twitter},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {381--385},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.195},
doi = {10.1109/ICMLA.2012.195},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/EsminOM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/EsminM12,
author = {Ahmed Ali Abdalla Esmin and
Stan Matwin},
editor = {Hujun Yin and
Jos{\'{e}} Alfredo Ferreira Costa and
Guilherme De A. Barreto},
title = {Data Clustering Using Hybrid Particle Swarm Optimization},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2012
- 13th International Conference, Natal, Brazil, August 29-31, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7435},
pages = {159--166},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32639-4\_20},
doi = {10.1007/978-3-642-32639-4\_20},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/EsminM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipers/BouillotHBBIMPRT12,
author = {Flavien Bouillot and
Phan Nhat Hai and
Nicolas B{\'{e}}chet and
Sandra Bringay and
Dino Ienco and
Stan Matwin and
Pascal Poncelet and
Mathieu Roche and
Maguelonne Teisseire},
editor = {Yuzuru Tanaka and
Nicolas Spyratos and
Tetsuya Yoshida and
Carlo Meghini},
title = {How to Extract Relevant Knowledge from Tweets?},
booktitle = {Information Search, Integration and Personalization - International
Workshop, {ISIP} 2012, Sapporo, Japan, October 11-13, 2012. Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {146},
pages = {111--120},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-40140-4\_12},
doi = {10.1007/978-3-642-40140-4\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipers/BouillotHBBIMPRT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/FrunzaIMKO11,
author = {Oana Frunza and
Diana Inkpen and
Stan Matwin and
William Klement and
Peter O'Blenis},
title = {Exploiting the systematic review protocol for classification of medical
abstracts},
journal = {Artif. Intell. Medicine},
volume = {51},
number = {1},
pages = {17--25},
year = {2011},
url = {https://doi.org/10.1016/j.artmed.2010.10.005},
doi = {10.1016/J.ARTMED.2010.10.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/FrunzaIMKO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/JilineMT11,
author = {Mikhail Jiline and
Stan Matwin and
Marcel Turcotte},
title = {Annotation concept synthesis and enrichment analysis: a logic-based
approach to the interpretation of high-throughput experiments},
journal = {Bioinform.},
volume = {27},
number = {17},
pages = {2391--2398},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr337},
doi = {10.1093/BIOINFORMATICS/BTR337},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/JilineMT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/MatwinKIFO11,
author = {Stan Matwin and
Alexandre Kouznetsov and
Diana Inkpen and
Oana Frunza and
Peter O'Blenis},
title = {Letter: Performance of {SVM} and Bayesian classifiers on the systematic
review classification task},
journal = {J. Am. Medical Informatics Assoc.},
volume = {18},
number = {1},
pages = {104--105},
year = {2011},
url = {https://doi.org/10.1136/jamia.2010.009555},
doi = {10.1136/JAMIA.2010.009555},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/MatwinKIFO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/KlementWMM11,
author = {William Klement and
Szymon Wilk and
Wojtek Michalowski and
Stan Matwin},
editor = {Cory J. Butz and
Pawan Lingras},
title = {Classifying Severely Imbalanced Data},
booktitle = {Advances in Artificial Intelligence - 24th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2011, St. John's, Canada, May
25-27, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6657},
pages = {258--264},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21043-3\_31},
doi = {10.1007/978-3-642-21043-3\_31},
timestamp = {Thu, 28 Sep 2023 12:27:11 +0200},
biburl = {https://dblp.org/rec/conf/ai/KlementWMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SouzaM11,
author = {Erico N. de Souza and
Stan Matwin},
editor = {Cory J. Butz and
Pawan Lingras},
title = {Extending AdaBoost to Iteratively Vary Its Base Classifiers},
booktitle = {Advances in Artificial Intelligence - 24th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2011, St. John's, Canada, May
25-27, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6657},
pages = {384--389},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21043-3\_46},
doi = {10.1007/978-3-642-21043-3\_46},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SouzaM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/KiritchenkoM01a,
author = {Svetlana Kiritchenko and
Stan Matwin},
editor = {Joanna W. Ng and
Christian Couturier and
Marin Litoiu and
Eleni Stroulia},
title = {Email classification with co-training},
booktitle = {Center for Advanced Studies on Collaborative Research, {CASCON} '11,
Toronto, ON, Canada, November 7-10, 2011},
pages = {301--312},
publisher = {{IBM} / {ACM}},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2093923},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/KiritchenkoM01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuSM11,
author = {Jiang Su and
Jelber Sayyad Shirab and
Stan Matwin},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Large Scale Text Classification using Semisupervised Multinomial Naive
Bayes},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {97--104},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/93\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KlementFJM11,
author = {William Klement and
Peter A. Flach and
Nathalie Japkowicz and
Stan Matwin},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Smooth Receiver Operating Characteristics (smROC) Curves},
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 = {193--208},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_13},
doi = {10.1007/978-3-642-23783-6\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KlementFJM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/StepienMF11,
author = {Bernard Stepien and
Stan Matwin and
Amy P. Felty},
title = {Advantages of a non-technical {XACML} notation in role-based models},
booktitle = {Ninth Annual Conference on Privacy, Security and Trust, {PST} 2011,
19-21 July, 2011, Montreal, Qu{\'{e}}bec, Canada},
pages = {193--200},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/PST.2011.5971983},
doi = {10.1109/PST.2011.5971983},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/pst/StepienMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/HerranzMNT10,
author = {Javier Herranz and
Stan Matwin and
Jordi Nin and
Vicen{\c{c}} Torra},
title = {Classifying data from protected statistical datasets},
journal = {Comput. Secur.},
volume = {29},
number = {8},
pages = {875--890},
year = {2010},
url = {https://doi.org/10.1016/j.cose.2010.05.005},
doi = {10.1016/J.COSE.2010.05.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/HerranzMNT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/MatwinKIFO10,
author = {Stan Matwin and
Alexandre Kouznetsov and
Diana Inkpen and
Oana Frunza and
Peter O'Blenis},
title = {A new algorithm for reducing the workload of experts in performing
systematic reviews},
journal = {J. Am. Medical Informatics Assoc.},
volume = {17},
number = {4},
pages = {446--453},
year = {2010},
url = {https://doi.org/10.1136/jamia.2010.004325},
doi = {10.1136/JAMIA.2010.004325},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/MatwinKIFO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/FarionMWOM10,
author = {Ken Farion and
Wojtek Michalowski and
Szymon Wilk and
Dympna O'Sullivan and
Stan Matwin},
title = {A Tree-Based Decision Model to Support Prediction of the Severity
of Asthma Exacerbations in Children},
journal = {J. Medical Syst.},
volume = {34},
number = {4},
pages = {551--562},
year = {2010},
url = {https://doi.org/10.1007/s10916-009-9268-7},
doi = {10.1007/S10916-009-9268-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/FarionMWOM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/StepienMF10,
author = {Bernard Stepien and
Stan Matwin and
Amy P. Felty},
title = {Strategies for Reducing Risks of Inconsistencies in Access Control
Policies},
booktitle = {{ARES} 2010, Fifth International Conference on Availability, Reliability
and Security, 15-18 February 2010, Krakow, Poland},
pages = {140--147},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ARES.2010.72},
doi = {10.1109/ARES.2010.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/StepienMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/RazaviIUM10,
author = {Amir Hossein Razavi and
Diana Inkpen and
Sasha Uritsky and
Stan Matwin},
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {Offensive Language Detection Using Multi-level Classification},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {16--27},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_5},
doi = {10.1007/978-3-642-13059-5\_5},
timestamp = {Thu, 28 Sep 2023 12:27:10 +0200},
biburl = {https://dblp.org/rec/conf/ai/RazaviIUM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/AbbasianDJM10,
author = {Houman Abbasian and
Chris Drummond and
Nathalie Japkowicz and
Stan Matwin},
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {Robustness of Classifiers to Changing Environments},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {232--243},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_23},
doi = {10.1007/978-3-642-13059-5\_23},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/AbbasianDJM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JilineMT10,
author = {Mikhail Jiline and
Stan Matwin and
Marcel Turcotte},
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {Annotation Concept Synthesis and Enrichment Analysis},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {304--308},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_34},
doi = {10.1007/978-3-642-13059-5\_34},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/JilineMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SeifiDJM10,
author = {Farid Seifi and
Chris Drummond and
Nathalie Japkowicz and
Stan Matwin},
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {Improving Bayesian Learning Using Public Knowledge},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {348--351},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_44},
doi = {10.1007/978-3-642-13059-5\_44},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/SeifiDJM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/FrunzaIM10,
author = {Oana Frunza and
Diana Inkpen and
Stan Matwin},
editor = {Chu{-}Ren Huang and
Dan Jurafsky},
title = {Building Systematic Reviews Using Automatic Text Classification Techniques},
booktitle = {{COLING} 2010, 23rd International Conference on Computational Linguistics,
Posters Volume, 23-27 August 2010, Beijing, China},
pages = {303--311},
publisher = {Chinese Information Processing Society of China},
year = {2010},
url = {https://aclanthology.org/C10-2035/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/FrunzaIM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MatwinKRA10,
author = {Stan Matwin and
Joseph De Koninck and
Amir Hossein Razavi and
Ray Reza Amini},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Classification of Dreams Using Machine Learning},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {169--174},
publisher = {{IOS} Press},
year = {2010},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17735},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MatwinKRA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HuangSMS10,
author = {Jin Huang and
Jelber Sayyad{-}Shirabad and
Stan Matwin and
Jiang Su},
editor = {Marcin S. Szczuka and
Marzena Kryszkiewicz and
Sheela Ramanna and
Richard Jensen and
Qinghua Hu},
title = {Improving Co-training with Agreement-Based Sampling},
booktitle = {Rough Sets and Current Trends in Computing - 7th International Conference,
{RSCTC} 2010, Warsaw, Poland, June 28-30,2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6086},
pages = {197--206},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13529-3\_22},
doi = {10.1007/978-3-642-13529-3\_22},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/rsctc/HuangSMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MatwinS10,
author = {Stan Matwin and
Tomasz Szapiro},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {Data Privacy: From Technology to Economics},
booktitle = {Advances in Machine Learning II, Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {263},
pages = {43--74},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05179-1\_3},
doi = {10.1007/978-3-642-05179-1\_3},
timestamp = {Sat, 19 Oct 2019 19:02:26 +0200},
biburl = {https://dblp.org/rec/series/sci/MatwinS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Matwin10,
author = {Stan Matwin},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Privacy-Related Aspects and Techniques},
booktitle = {Encyclopedia of Machine Learning},
pages = {795--801},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_668},
doi = {10.1007/978-0-387-30164-8\_668},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Matwin10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/KlementFJM09,
author = {William Klement and
Peter A. Flach and
Nathalie Japkowicz and
Stan Matwin},
editor = {Yong Gao and
Nathalie Japkowicz},
title = {Cost-Based Sampling of Individual Instances},
booktitle = {Advances in Artificial Intelligence, 22nd Canadian Conference on Artificial
Intelligence, Canadian {AI} 2009, Kelowna, Canada, May 25-27, 2009,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5549},
pages = {86--97},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01818-3\_11},
doi = {10.1007/978-3-642-01818-3\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/KlementFJM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/KouznetsovMIRFSSO09,
author = {Alexandre Kouznetsov and
Stan Matwin and
Diana Inkpen and
Amir Hossein Razavi and
Oana Frunza and
Morvarid Sehatkar and
Leanne Seaward and
Peter O'Blenis},
editor = {Yong Gao and
Nathalie Japkowicz},
title = {Classifying Biomedical Abstracts Using Committees of Classifiers and
Collective Ranking Techniques},
booktitle = {Advances in Artificial Intelligence, 22nd Canadian Conference on Artificial
Intelligence, Canadian {AI} 2009, Kelowna, Canada, May 25-27, 2009,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5549},
pages = {224--228},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01818-3\_29},
doi = {10.1007/978-3-642-01818-3\_29},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/KouznetsovMIRFSSO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SuSMH09,
author = {Jiang Su and
Jelber Sayyad{-}Shirabad and
Stan Matwin and
Jin Huang},
editor = {Yong Gao and
Nathalie Japkowicz},
title = {Active Learning with Automatic Soft Labeling for Induction of Decision
Trees},
booktitle = {Advances in Artificial Intelligence, 22nd Canadian Conference on Artificial
Intelligence, Canadian {AI} 2009, Kelowna, Canada, May 25-27, 2009,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5549},
pages = {241--244},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01818-3\_33},
doi = {10.1007/978-3-642-01818-3\_33},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/SuSMH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/HerranzMMN09,
author = {Javier Herranz and
Stan Matwin and
Pedro Meseguer and
Jordi Nin},
editor = {Sandra A. Sandri and
Miquel S{\`{a}}nchez{-}Marr{\`{e}} and
Ulises Cort{\'{e}}s},
title = {A Cryptographic Solution for Private Distributed Simple Meeting Scheduling},
booktitle = {Artificial Intelligence Research and Development, Proceedings of the
12th International Conference of the Catalan Association for Artificial
Intelligence, {CCIA} 2009, October 21-23, 2009, Vilar Rural de Cardona
(El Bages), Cardona, Spain},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {202},
pages = {275--283},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-061-2-275},
doi = {10.3233/978-1-60750-061-2-275},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccia/HerranzMMN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Matwin09,
author = {Stan Matwin},
editor = {Jean{-}Gabriel Ganascia and
Pierre Gan{\c{c}}arski},
title = {Privacy and Data Mining: New Developments and Challenges},
booktitle = {Extraction et gestion des connaissances (EGC'2009), Actes, Strasbourg,
France, 27 au 30 janvier 2009},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-15}},
pages = {1},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2009},
url = {http://editions-rnti.fr/?inprocid=1000730},
timestamp = {Wed, 11 Jul 2018 09:48:47 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Matwin09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RazaviMIK09,
author = {Amir Hossein Razavi and
Stan Matwin and
Diana Inkpen and
Alexandre Kouznetsov},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Parameterized Contrast in Second Order Soft Co-occurrences: {A} Novel
Text Representation Technique in Text Mining and Knowledge Extraction},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {471--476},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.49},
doi = {10.1109/ICDMW.2009.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RazaviMIK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/Matwin09,
author = {Stan Matwin},
editor = {Pasquale Foggia and
Carlo Sansone and
Mario Vento},
title = {Image Analysis and Machine Learning: How to Foster a Stronger Connection?},
booktitle = {Image Analysis and Processing - {ICIAP} 2009, 15th International Conference
Vietri sul Mare, Italy, September 8-11, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5716},
pages = {5},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04146-4\_2},
doi = {10.1007/978-3-642-04146-4\_2},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/iciap/Matwin09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcetech/StepienFM09,
author = {Bernard Stepien and
Amy P. Felty and
Stan Matwin},
editor = {Gilbert Babin and
Peter G. Kropf and
Michael Weiss},
title = {A Non-technical User-Oriented Display Notation for {XACML} Conditions},
booktitle = {E-Technologies: Innovation in an Open World, 4th International Conference,
{MCETECH} 2009, Ottawa, Canada, May 4-6, 2009. Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {26},
pages = {53--64},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01187-0\_5},
doi = {10.1007/978-3-642-01187-0\_5},
timestamp = {Mon, 30 Jul 2018 19:57:59 +0200},
biburl = {https://dblp.org/rec/conf/mcetech/StepienFM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WilkMOFM08,
author = {Szymon Wilk and
Wojtek Michalowski and
Dympna O'Sullivan and
Ken Farion and
Stan Matwin},
title = {Engineering of a Clinical Decision Support Framework for the Point
of Care Use},
booktitle = {{AMIA} 2008, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2008},
publisher = {{AMIA}},
year = {2008},
url = {https://knowledge.amia.org/amia-55142-a2008a-1.625176/t-001-1.626020/f-001-1.626021/a-169-1.626055/a-170-1.626052},
timestamp = {Wed, 17 Apr 2024 11:48:12 +0200},
biburl = {https://dblp.org/rec/conf/amia/WilkMOFM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuZLM08,
author = {Jiang Su and
Harry Zhang and
Charles X. Ling and
Stan Matwin},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Discriminative parameter learning for Bayesian networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1016--1023},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390284},
doi = {10.1145/1390156.1390284},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuZLM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LetourneauMF08,
author = {Sylvain L{\'{e}}tourneau and
Stan Matwin and
A. Fazel Famili},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Generation of Globally Relevant Continuous Features for Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {196--208},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_19},
doi = {10.1007/978-3-540-68125-0\_19},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LetourneauMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangLZM08,
author = {Jin Huang and
Charles X. Ling and
Harry Zhang and
Stan Matwin},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Proper Model Selection with Significance Test},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {536--547},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_53},
doi = {10.1007/978-3-540-87479-9\_53},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangLZM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZhanCM08,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
editor = {Tsau Young Lin and
Ying Xie and
Anita Wasilewska and
Churn{-}Jung Liau},
title = {How to Prevent Private Data from being Disclosed to a Malicious Attacker},
booktitle = {Data Mining: Foundations and Practice},
series = {Studies in Computational Intelligence},
volume = {118},
pages = {517--528},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78488-3\_30},
doi = {10.1007/978-3-540-78488-3\_30},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/ZhanCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZhanMC08,
author = {Justin Zhijun Zhan and
Stan Matwin and
LiWu Chang},
editor = {Tsau Young Lin and
Ying Xie and
Anita Wasilewska and
Churn{-}Jung Liau},
title = {Privacy-Preserving Naive Bayesian Classification over Horizontally
Partitioned Data},
booktitle = {Data Mining: Foundations and Practice},
series = {Studies in Computational Intelligence},
volume = {118},
pages = {529--538},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78488-3\_31},
doi = {10.1007/978-3-540-78488-3\_31},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/ZhanMC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2008,
editor = {Aijun An and
Stan Matwin and
Zbigniew W. Ras and
Dominik Slezak},
title = {Foundations of Intelligent Systems, 17th International Symposium,
{ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4994},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68123-6},
doi = {10.1007/978-3-540-68123-6},
isbn = {978-3-540-68122-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/ZhanMC07,
author = {Justin Zhijun Zhan and
Stan Matwin and
LiWu Chang},
title = {Privacy-preserving multi-party decision tree induction},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {2},
number = {2},
pages = {197--212},
year = {2007},
url = {https://doi.org/10.1504/IJBIDM.2007.013937},
doi = {10.1504/IJBIDM.2007.013937},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/ZhanMC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/ZhanM07,
author = {Justin Zhijun Zhan and
Stan Matwin},
title = {Privacy-preserving support vector machine classification},
journal = {Int. J. Intell. Inf. Database Syst.},
volume = {1},
number = {3/4},
pages = {356--385},
year = {2007},
url = {https://doi.org/10.1504/IJIIDS.2007.016686},
doi = {10.1504/IJIIDS.2007.016686},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijiids/ZhanM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnsec/ZhanM07,
author = {Justin Zhijun Zhan and
Stan Matwin},
title = {Privacy-Preserving Data Mining in Electronic Surveys},
journal = {Int. J. Netw. Secur.},
volume = {4},
number = {3},
pages = {318--327},
year = {2007},
url = {http://ijns.jalaxy.com.tw/contents/ijns-v4-n3/ijns-2007-v4-n3-p318-327.pdf},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnsec/ZhanM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/ZhanMC07,
author = {Justin Zhijun Zhan and
Stan Matwin and
LiWu Chang},
title = {Privacy-preserving collaborative association rule mining},
journal = {J. Netw. Comput. Appl.},
volume = {30},
number = {3},
pages = {1216--1227},
year = {2007},
url = {https://doi.org/10.1016/j.jnca.2006.04.010},
doi = {10.1016/J.JNCA.2006.04.010},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/ZhanMC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/OSullivanFMMW07,
author = {Dympna O'Sullivan and
Ken Farion and
Stan Matwin and
Wojtek Michalowski and
Szymon Wilk},
editor = {David Ria{\~{n}}o},
title = {A Concept-Based Framework for Retrieving Evidence to Support Emergency
Physician Decision Making at the Point of Care},
booktitle = {Knowledge Management for Health Care Procedures, From Knowledge to
Global Care, {AIME} 2007 Workshop {K4CARE} 2007, Amsterdam, The Netherlands,
July 7, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4924},
pages = {117--126},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78624-5\_9},
doi = {10.1007/978-3-540-78624-5\_9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/OSullivanFMMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CaprettaSFM07,
author = {Venanzio Capretta and
Bernard Stepien and
Amy P. Felty and
Stan Matwin},
editor = {Peng Ning and
Vijay Atluri and
Virgil D. Gligor and
Heiko Mantel},
title = {Formal correctness of conflict detection for firewalls},
booktitle = {Proceedings of the 2007 {ACM} workshop on Formal methods in security
engineering, {FMSE} 2007, Fairfax, VA, USA, November 2, 2007},
pages = {22--30},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1314436.1314440},
doi = {10.1145/1314436.1314440},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CaprettaSFM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OSullivanEWFMMS07,
author = {Dympna O'Sullivan and
William Elazmeh and
Szymon Wilk and
Ken Farion and
Stan Matwin and
Wojtek Michalowski and
Morvarid Sehatkar},
editor = {Zbigniew W. Ras and
Shusaku Tsumoto and
Djamel A. Zighed},
title = {Using Secondary Knowledge to Support Decision Tree Classification
of Retrospective Clinical Data},
booktitle = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
{MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4944},
pages = {238--251},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-68416-9\_19},
doi = {10.1007/978-3-540-68416-9\_19},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/OSullivanEWFMMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2007,
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5},
doi = {10.1007/978-3-540-74958-5},
isbn = {978-3-540-74957-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2007,
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9},
doi = {10.1007/978-3-540-74976-9},
isbn = {978-3-540-74975-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/DrummondMG06,
author = {Chris Drummond and
Stan Matwin and
Chad Gaffield},
title = {Inferring and revising theories with confidence: analyzing bilingualism
in the 1901 canadian census},
journal = {Appl. Artif. Intell.},
volume = {20},
number = {1},
pages = {1--33},
year = {2006},
url = {https://doi.org/10.1080/08839510500313711},
doi = {10.1080/08839510500313711},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/DrummondMG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/SouzaMJ06,
author = {Jerffeson {Teixeira de Souza} and
Stan Matwin and
Nathalie Japkowicz},
title = {Parallelizing Feature Selection},
journal = {Algorithmica},
volume = {45},
number = {3},
pages = {433--456},
year = {2006},
url = {https://doi.org/10.1007/s00453-006-1220-3},
doi = {10.1007/S00453-006-1220-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithmica/SouzaMJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/NadeauTM06,
author = {David Nadeau and
Peter D. Turney and
Stan Matwin},
editor = {Luc Lamontagne and
Mario Marchand},
title = {Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving
Ambiguity},
booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2006,
Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4013},
pages = {266--277},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11766247\_23},
doi = {10.1007/11766247\_23},
timestamp = {Thu, 28 Sep 2023 12:27:07 +0200},
biburl = {https://dblp.org/rec/conf/ai/NadeauTM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/CaropresoM06,
author = {Maria Fernanda Caropreso and
Stan Matwin},
editor = {Luc Lamontagne and
Mario Marchand},
title = {Beyond the Bag of Words: {A} Text Representation for Sentence Selection},
booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2006,
Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4013},
pages = {324--335},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11766247\_28},
doi = {10.1007/11766247\_28},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/CaropresoM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/KiritchenkoMNF06,
author = {Svetlana Kiritchenko and
Stan Matwin and
Richard Nock and
A. Fazel Famili},
editor = {Luc Lamontagne and
Mario Marchand},
title = {Learning and Evaluation in the Presence of Class Hierarchies: Application
to Text Categorization},
booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2006,
Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4013},
pages = {395--406},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11766247\_34},
doi = {10.1007/11766247\_34},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/KiritchenkoMNF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ElazmehJM06,
author = {William Elazmeh and
Nathalie Japkowicz and
Stan Matwin},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Evaluating Misclassifications in Imbalanced Data},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {126--137},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_16},
doi = {10.1007/11871842\_16},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/ElazmehJM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhanM06,
author = {Justin Zhijun Zhan and
Stan Matwin},
title = {A Crypto-Based Approach to Privacy-Preserving Collaborative Data Mining},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {546--550},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.3},
doi = {10.1109/ICDMW.2006.3},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhanM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ZhanM06,
author = {Justin Zhijun Zhan and
Stan Matwin},
title = {Privacy-Oriented Collaborative Learning Systems},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Taipei, Taiwan, October 8-11, 2006},
pages = {4102--4105},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICSMC.2006.384776},
doi = {10.1109/ICSMC.2006.384776},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ZhanM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZhanCM06,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
editor = {Tsau Young Lin and
Setsuo Ohsuga and
Churn{-}Jung Liau and
Xiaohua Hu},
title = {Privacy-Preserving Collaborative Data Mining},
booktitle = {Foundations and Novel Approaches in Data Mining},
series = {Studies in Computational Intelligence},
volume = {9},
pages = {213--227},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11539827\_12},
doi = {10.1007/11539827\_12},
timestamp = {Fri, 09 Apr 2021 17:11:04 +0200},
biburl = {https://dblp.org/rec/series/sci/ZhanCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnsec/ZhanCM05,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
title = {Privacy Preserving K-nearest Neighbor Classification},
journal = {Int. J. Netw. Secur.},
volume = {1},
number = {1},
pages = {46--51},
year = {2005},
url = {http://ijns.jalaxy.com.tw/contents/ijns-v1-n1/ijns-2005-v1-n1-p46-51.pdf},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnsec/ZhanCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ArmourEEJM05,
author = {Quintin Armour and
William Elazmeh and
Nour El{-}Kadri and
Nathalie Japkowicz and
Stan Matwin},
editor = {Bal{\'{a}}zs K{\'{e}}gl and
Guy Lapalme},
title = {Privacy Compliance Enforcement in Email},
booktitle = {Advances in Artificial Intelligence, 18th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2005,
Victoria, Canada, May 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3501},
pages = {194--204},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11424918\_20},
doi = {10.1007/11424918\_20},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/ArmourEEJM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cade/DufayFM05,
author = {Guillaume Dufay and
Amy P. Felty and
Stan Matwin},
editor = {Robert Nieuwenhuis},
title = {Privacy-Sensitive Information Flow with {JML}},
booktitle = {Automated Deduction - CADE-20, 20th International Conference on Automated
Deduction, Tallinn, Estonia, July 22-27, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3632},
pages = {116--130},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11532231\_9},
doi = {10.1007/11532231\_9},
timestamp = {Sun, 02 Oct 2022 15:55:55 +0200},
biburl = {https://dblp.org/rec/conf/cade/DufayFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceas/BoufadenEMMEJ05,
author = {Narj{\`{e}}s Boufaden and
William Elazmeh and
Yimin Ma and
Stan Matwin and
Nour El{-}Kadri and
Nathalie Japkowicz},
title = {{PEEP-} An Information Extraction base approach for Privacy Protection
in Email},
booktitle = {{CEAS} 2005 - Second Conference on Email and Anti-Spam, July 21-22,
2005, Stanford University, California, {USA}},
year = {2005},
url = {http://www.ceas.cc/papers-2005/170.pdf},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ceas/BoufadenEMMEJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/ZhanMC05,
author = {Justin Zhijun Zhan and
Stan Matwin and
LiWu Chang},
editor = {Sushil Jajodia and
Duminda Wijesekera},
title = {Privacy-Preserving Collaborative Association Rule Mining},
booktitle = {Data and Applications Security XIX, 19th Annual {IFIP} {WG} 11.3 Working
Conference on Data and Applications Security, Storrs, CT, USA, August
7-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3654},
pages = {153--165},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11535706\_12},
doi = {10.1007/11535706\_12},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/ZhanMC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhanCM05,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
editor = {Xiaohua Hu and
Qing Liu and
Andrzej Skowron and
Tsau Young Lin and
Ronald R. Yager and
Bo Zhang},
title = {Building k-nearest neighbor classifiers on vertically partitioned
private data},
booktitle = {2005 {IEEE} International Conference on Granular Computing, Beijing,
China, July 25-27, 2005},
pages = {708--711},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/GRC.2005.1547383},
doi = {10.1109/GRC.2005.1547383},
timestamp = {Fri, 09 Apr 2021 17:11:12 +0200},
biburl = {https://dblp.org/rec/conf/grc/ZhanCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/ZhanMC05,
author = {Justin Zhijun Zhan and
Stan Matwin and
LiWu Chang},
editor = {Paul B. Kantor and
Gheorghe Muresan and
Fred S. Roberts and
Daniel Dajun Zeng and
Fei{-}Yue Wang and
Hsinchun Chen and
Ralph C. Merkle},
title = {Private Mining of Association Rules},
booktitle = {Intelligence and Security Informatics, {IEEE} International Conference
on Intelligence and Security Informatics, {ISI} 2005, Atlanta, GA,
USA, May 19-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3495},
pages = {72--80},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11427995\_7},
doi = {10.1007/11427995\_7},
timestamp = {Fri, 18 Oct 2019 12:58:35 +0200},
biburl = {https://dblp.org/rec/conf/isi/ZhanMC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SouzaJM05,
author = {Jerffeson {Teixeira de Souza} and
Nathalie Japkowicz and
Stan Matwin},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {STochFS: {A} Framework for Combining Feature Selection Outcomes Through
a Stochastic Process},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {667--674},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_71},
doi = {10.1007/11564126\_71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SouzaJM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/BoufadenEMJ05,
author = {Narj{\`{e}}s Boufaden and
William Elazmeh and
Stan Matwin and
Nathalie Japkowicz},
title = {{PEEP-} Privacy Enforcement in Email Project},
booktitle = {Third Annual Conference on Privacy, Security and Trust, October 12-14,
2005, The Fairmont Algonquin, St. Andrews, New Brunswick, Canada,
Proceedings},
year = {2005},
url = {http://www.lib.unb.ca/Texts/PST/2005/pdf/boufaden.pdf},
timestamp = {Tue, 07 Mar 2006 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pst/BoufadenEMJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tlca/MatwinFHC05,
author = {Stan Matwin and
Amy P. Felty and
Istv{\'{a}}n T. Hern{\'{a}}dv{\"{o}}lgyi and
Venanzio Capretta},
editor = {Pawel Urzyczyn},
title = {Privacy in Data Mining Using Formal Methods},
booktitle = {Typed Lambda Calculi and Applications, 7th International Conference,
{TLCA} 2005, Nara, Japan, April 21-23, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3461},
pages = {278--292},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11417170\_21},
doi = {10.1007/11417170\_21},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/tlca/MatwinFHC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/OuerdOM04,
author = {M. Ouerd and
B. John Oommen and
Stan Matwin},
title = {A formal approach to using data distributions for building causal
polytree structures},
journal = {Inf. Sci.},
volume = {168},
number = {1-4},
pages = {111--132},
year = {2004},
url = {https://doi.org/10.1016/j.ins.2004.01.001},
doi = {10.1016/J.INS.2004.01.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/OuerdOM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/AlphonseM04,
author = {{\'{E}}rick Alphonse and
Stan Matwin},
title = {Filtering Multi-Instance Problems to Reduce Dimensionality in Relational
Learning},
journal = {J. Intell. Inf. Syst.},
volume = {22},
number = {1},
pages = {23--40},
year = {2004},
url = {https://doi.org/10.1023/A:1025876613117},
doi = {10.1023/A:1025876613117},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/AlphonseM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Matwin04,
author = {Stan Matwin},
title = {Guest Editorial},
journal = {Mach. Learn.},
volume = {57},
number = {3},
pages = {203--204},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000039776.08113.f5},
doi = {10.1023/B:MACH.0000039776.08113.F5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Matwin04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/ZhanCM04,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
editor = {Csilla Farkas and
Pierangela Samarati},
title = {Privacy-Preserving Multi-Party Decision Tree Induction},
booktitle = {Research Directions in Data and Applications Security XVIII, {IFIP}
{TC11/WG} 11.3 Eighteenth Annual Conference on Data and Applications
Security, July 25-28, 2004, Sitges, Catalonia, Spain},
series = {{IFIP}},
volume = {144},
pages = {341--355},
publisher = {Kluwer/Springer},
year = {2004},
url = {https://doi.org/10.1007/1-4020-8128-6\_23},
doi = {10.1007/1-4020-8128-6\_23},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/ZhanCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceb/ZhanCM04,
author = {Justin Zhijun Zhan and
LiWu Chang and
Stan Matwin},
editor = {Jian Chen},
title = {Bayesian Network Induction With Incomplete Private Data},
booktitle = {The Fourth International Conference on Electronic Business - Shaping
Business Strategy in a Networked World},
pages = {1119--1124},
publisher = {Academic Publishers/World Publishing Corporation},
year = {2004},
timestamp = {Tue, 12 Mar 2013 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceb/ZhanCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceb/ZhanMJC04,
author = {Justin Zhijun Zhan and
Stan Matwin and
Nathalie Japkowicz and
LiWu Chang},
editor = {Jian Chen},
title = {Privacy-Preserving Collaborative Association Rule Mining},
booktitle = {The Fourth International Conference on Electronic Business - Shaping
Business Strategy in a Networked World},
pages = {1172--1178},
publisher = {Academic Publishers/World Publishing Corporation},
year = {2004},
timestamp = {Tue, 12 Mar 2013 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceb/ZhanMJC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceb/ZhanM04,
author = {Justin Zhijun Zhan and
Stan Matwin},
editor = {Jian Chen},
title = {Privacy-Preserving Data Mining in Electronic Surveys},
booktitle = {The Fourth International Conference on Electronic Business - Shaping
Business Strategy in a Networked World},
pages = {1179--1185},
publisher = {Academic Publishers/World Publishing Corporation},
year = {2004},
timestamp = {Tue, 12 Mar 2013 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceb/ZhanM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/KiritchenkoMA04,
author = {Svetlana Kiritchenko and
Stan Matwin and
Suhayya Abu{-}Hakima},
editor = {Mieczyslaw A. Klopotek and
Slawomir T. Wierzchon and
Krzysztof Trojanowski},
title = {Email Classification with Temporal Features},
booktitle = {Intelligent Information Processing and Web Mining, Proceedings of
the International {IIS:} IIPWM'04 Conference held in Zakopane, Poland,
May 17-20, 2004},
series = {Advances in Soft Computing},
pages = {523--533},
publisher = {Springer},
year = {2004},
timestamp = {Fri, 09 Jul 2004 15:22:49 +0200},
biburl = {https://dblp.org/rec/conf/iis/KiritchenkoMA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/Sayyad-Shirabad04,
author = {Jelber Sayyad{-}Shirabad and
Timothy C. Lethbridge and
Stan Matwin},
editor = {Ahmed E. Hassan and
Richard C. Holt and
Audris Mockus},
title = {Mining the Software Change Repository of a Legacy Telephony System},
booktitle = {Proceedings of the 1st International Workshop on Mining Software Repositories,
MSR@ICSE 2004, Edinburgh, Scotland, UK, 25th May 2004},
pages = {53--57},
year = {2004},
timestamp = {Thu, 12 Mar 2020 11:36:56 +0100},
biburl = {https://dblp.org/rec/conf/msr/Sayyad-Shirabad04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/step/Sayyad-ShirabadML04,
author = {Jelber Sayyad{-}Shirabad and
Stan Matwin and
Timothy C. Lethbridge},
title = {Predictive Software Models},
booktitle = {12th International Workshop on Software Technology and Engineering
Practice {(STEP} 2004), 17-19 September 2004, Chicago, Illinois, {USA}},
pages = {10--22},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/STEP.2004.14},
doi = {10.1109/STEP.2004.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/step/Sayyad-ShirabadML04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ZaluskiJM03,
author = {Marvin Zaluski and
Nathalie Japkowicz and
Stan Matwin},
editor = {Yang Xiang and
Brahim Chaib{-}draa},
title = {Case Authoring from Text and Historical Experiences},
booktitle = {Advances in Artificial Intelligence, 16th Conference of the Canadian
Society for Computational Studies of Intelligence, {AI} 2003, Halifax,
Canada, June 11-13, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2671},
pages = {222--236},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44886-1\_18},
doi = {10.1007/3-540-44886-1\_18},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ai/ZaluskiJM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/MessaoudaOM03,
author = {Ouerd Messaouda and
B. John Oommen and
Stan Matwin},
editor = {Yang Xiang and
Brahim Chaib{-}draa},
title = {Enhancing Caching in Distributed Databases Using Intelligent Polytree
Representations},
booktitle = {Advances in Artificial Intelligence, 16th Conference of the Canadian
Society for Computational Studies of Intelligence, {AI} 2003, Halifax,
Canada, June 11-13, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2671},
pages = {498--504},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44886-1\_40},
doi = {10.1007/3-540-44886-1\_40},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/MessaoudaOM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/Sayyad-ShirabadLM03,
author = {Jelber Sayyad{-}Shirabad and
Timothy C. Lethbridge and
Stan Matwin},
editor = {Darlene A. Stewart},
title = {Applying data mining to software maintenance records},
booktitle = {Proceedings of the 2003 conference of the Centre for Advanced Studies
on Collaborative Research, October 6-9, 2003, Toronto, Ontario, Canada},
pages = {253--265},
publisher = {{IBM}},
year = {2003},
url = {https://dl.acm.org/citation.cfm?id=961361},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/Sayyad-ShirabadLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/Sayyad-ShirabadLM03,
author = {Jelber Sayyad{-}Shirabad and
Timothy Lethbridge and
Stan Matwin},
title = {Mining the Maintenance History of a Legacy Software System},
booktitle = {19th International Conference on Software Maintenance {(ICSM} 2003),
The Architecture of Existing Systems, 22-26 September 2003, Amsterdam,
The Netherlands},
pages = {95--104},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICSM.2003.1235410},
doi = {10.1109/ICSM.2003.1235410},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsm/Sayyad-ShirabadLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ilp/2002,
editor = {Stan Matwin and
Claude Sammut},
title = {Inductive Logic Programming, 12th International Conference, {ILP}
2002, Sydney, Australia, July 9-11, 2002. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2583},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36468-4},
doi = {10.1007/3-540-36468-4},
isbn = {3-540-00567-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KiritchenkoM02,
author = {Svetlana Kiritchenko and
Stan Matwin},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Generalized Features: Their Application to Classification},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {985},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-163.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KiritchenkoM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlphonseM02,
author = {{\'{E}}rick Alphonse and
Stan Matwin},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Feature Subset Selection and Inductive Logic Programming},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {11--18},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlphonseM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AlphonseM02,
author = {{\'{E}}rick Alphonse and
Stan Matwin},
editor = {Mohand{-}Said Hacid and
Zbigniew W. Ras and
Djamel A. Zighed and
Yves Kodratoff},
title = {A Dynamic Approach to Dimensionality Reduction in Relational Learning},
booktitle = {Foundations of Intelligent Systems, 13th International Symposium,
{ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2366},
pages = {255--264},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-48050-1\_29},
doi = {10.1007/3-540-48050-1\_29},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/AlphonseM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FeltyM02,
author = {Amy P. Felty and
Stan Matwin},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Privacy-Oriented Data Mining by Proof Checking},
booktitle = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
{PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2431},
pages = {138--149},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_12},
doi = {10.1007/3-540-45681-3\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FeltyM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MessaoudaOM02,
author = {Ouerd Messaouda and
B. John Oommen and
Stan Matwin},
title = {Data generation for testing DAG-structured Bayesian networks},
booktitle = {{IEEE} International Conference on Systems, Man and Cybernetics: Bridging
the Digital Divide, Yasmine Hammamet, Tunisia, October 6-9, 2002 -
Volume 1},
pages = {6},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICSMC.2002.1175599},
doi = {10.1109/ICSMC.2002.1175599},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/smc/MessaoudaOM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spe/MorinM01,
author = {Johanne Morin and
Stan Matwin},
title = {{GENEX:} a tool for testing in {ILP}},
journal = {Softw. Pract. Exp.},
volume = {31},
number = {10},
pages = {1003--1023},
year = {2001},
url = {https://doi.org/10.1002/spe.398},
doi = {10.1002/SPE.398},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spe/MorinM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/KiritchenkoM01,
author = {Svetlana Kiritchenko and
Stan Matwin},
editor = {Darlene A. Stewart and
J. Howard Johnson},
title = {Email classification with co-training},
booktitle = {Proceedings of the 2001 conference of the Centre for Advanced Studies
on Collaborative Research, November 5-7, 2001, Toronto, Ontario, Canada},
pages = {8},
publisher = {{IBM}},
year = {2001},
url = {https://dl.acm.org/citation.cfm?id=782104},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/KiritchenkoM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/ShirabadLM01,
author = {Jelber Sayyad{-}Shirabad and
Timothy Lethbridge and
Stan Matwin},
title = {Supporting Software Maintenance by Mining Software Update Records},
booktitle = {2001 International Conference on Software Maintenance, {ICSM} 2001,
Florence, Italy, November 6-10, 2001},
pages = {22--31},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICSM.2001.972708},
doi = {10.1109/ICSM.2001.972708},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsm/ShirabadLM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2001,
editor = {Eleni Stroulia and
Stan Matwin},
title = {Advances in Artificial Intelligence, 14th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} 2001,
Ottawa, Canada, June 7-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2056},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45153-6},
doi = {10.1007/3-540-45153-6},
isbn = {3-540-42144-0},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/MorinM00,
author = {Johanne Morin and
Stan Matwin},
editor = {Howard J. Hamilton},
title = {Relational Learning with Transfer of Knowledge Between Domains},
booktitle = {Advances in Artificial Intelligence, 13th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} 2000,
Montr{\'{e}}al, Quebec, Canada, May 14-17, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1822},
pages = {379--388},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45486-1\_32},
doi = {10.1007/3-540-45486-1\_32},
timestamp = {Thu, 28 Sep 2023 12:27:04 +0200},
biburl = {https://dblp.org/rec/conf/ai/MorinM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/Sayyad-ShirabadLM00,
author = {Jelber Sayyad{-}Shirabad and
Timothy C. Lethbridge and
Stan Matwin},
editor = {Stephen A. MacKay and
J. Howard Johnson},
title = {Supporting maintenance of legacy software with data mining techniques},
booktitle = {Proceedings of the 2000 conference of the Centre for Advanced Studies
on Collaborative Research, November 13-16, 2000, Mississauga, Ontario,
Canada},
pages = {11},
publisher = {{IBM}},
year = {2000},
url = {https://dl.acm.org/citation.cfm?id=782045},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/Sayyad-ShirabadLM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/KerstenMNK00,
author = {Gregory E. Kersten and
Stan Matwin and
Sunil J. Noronha and
Mik Kersten},
editor = {Hans Robert Hansen and
Martin Bichler and
Harald Mahrer},
title = {The Software for Cultures and the Cultures in Software},
booktitle = {Proceedings of the 8th European Conference on Information Systems,
Trends in Information and Communication Systems for the 21st Century,
{ECIS} 2000, Vienna, Austria, July 3-5, 2000},
pages = {509--514},
year = {2000},
url = {http://aisel.aisnet.org/ecis2000/50},
timestamp = {Mon, 05 Dec 2016 15:14:00 +0100},
biburl = {https://dblp.org/rec/conf/ecis/KerstenMNK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/MorinM00,
author = {Johanne Morin and
Stan Matwin},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Learning Relational Clich{\'{e}}s with Contextual {LGG}},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {274--282},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_29},
doi = {10.1007/3-540-39963-1\_29},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/MorinM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/OuerdOM00,
author = {M. Ouerd and
B. John Oommen and
Stan Matwin},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {A Formalism for Building Causal Polytree Structures Using Data Distributions},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {629--637},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_66},
doi = {10.1007/3-540-39963-1\_66},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/OuerdOM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LetourneauFM99,
author = {Sylvain L{\'{e}}tourneau and
Fazel Famili and
Stan Matwin},
title = {Data mining to predict aircraft component replacement},
journal = {{IEEE} Intell. Syst.},
volume = {14},
number = {6},
pages = {59--66},
year = {1999},
url = {https://doi.org/10.1109/5254.809569},
doi = {10.1109/5254.809569},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LetourneauFM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScottM99,
author = {Sam Scott and
Stan Matwin},
editor = {Ivan Bratko and
Saso Dzeroski},
title = {Feature Engineering for Text Classification},
booktitle = {Proceedings of the Sixteenth International Conference on Machine Learning
{(ICML} 1999), Bled, Slovenia, June 27 - 30, 1999},
pages = {379--388},
publisher = {Morgan Kaufmann},
year = {1999},
timestamp = {Tue, 03 Dec 2002 12:31:12 +0100},
biburl = {https://dblp.org/rec/conf/icml/ScottM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AlmeidaM99,
author = {Mauricio Amaral de Almeida and
Stan Matwin},
editor = {Zbigniew W. Ras and
Andrzej Skowron},
title = {Machine Learning Method for Software Quality Model Building},
booktitle = {Foundations of Intelligent Systems, 11th International Symposium,
{ISMIS} '99, Warsaw, Poland, June 8-11, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1609},
pages = {565--573},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0095145},
doi = {10.1007/BFB0095145},
timestamp = {Sat, 19 Oct 2019 20:13:57 +0200},
biburl = {https://dblp.org/rec/conf/ismis/AlmeidaM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KubatHM98,
author = {Miroslav Kubat and
Robert C. Holte and
Stan Matwin},
title = {Machine Learning for the Detection of Oil Spills in Satellite Radar
Images},
journal = {Mach. Learn.},
volume = {30},
number = {2-3},
pages = {195--215},
year = {1998},
url = {https://doi.org/10.1023/A:1007452223027},
doi = {10.1023/A:1007452223027},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KubatHM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DelisleLM98,
author = {Sylvain Delisle and
Sylvain L{\'{e}}tourneau and
Stan Matwin},
editor = {Christian Boitet and
Pete Whitelock},
title = {Experiments with Learning Parsing Heuristics},
booktitle = {36th Annual Meeting of the Association for Computational Linguistics
and 17th International Conference on Computational Linguistics, {COLING-ACL}
'98, August 10-14, 1998, Universit{\'{e}} de Montr{\'{e}}al,
Montr{\'{e}}al, Quebec, Canada. Proceedings of the Conference},
pages = {307--314},
publisher = {Morgan Kaufmann Publishers / {ACL}},
year = {1998},
url = {https://aclanthology.org/P98-1048/},
doi = {10.3115/980845.980895},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DelisleLM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/RiosM98,
author = {Riverson Rios and
Stan Matwin},
editor = {Robert E. Mercer and
Eric Neufeld},
title = {Predicate Invention from a Few Examples},
booktitle = {Advances in Artificial Intelligence, 12th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} '98,
Vancouver, BC, Canada, June 18-20, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1418},
pages = {455--466},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-64575-6\_70},
doi = {10.1007/3-540-64575-6\_70},
timestamp = {Thu, 28 Sep 2023 12:27:22 +0200},
biburl = {https://dblp.org/rec/conf/ai/RiosM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ScottM98,
author = {Sam Scott and
Stan Matwin},
editor = {Sanda M. Harabagiu},
title = {Text Classification Using WordNet Hypernyms},
booktitle = {Proceedings of the Workshop Usage of WordNet in Natural Language Processing
Systems@ACL/COLING, Montreal, Quebec, Canada, August 16, 1998},
publisher = {Association for Computational Lingustics},
year = {1998},
url = {https://aclanthology.org/W98-0706/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ScottM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LetourneauMF98,
author = {Sylvain L{\'{e}}tourneau and
Stan Matwin and
Fazel Famili},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {A Normalization Method for Contextual Data: Experience from a Large-Scale
Application},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {49--54},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026671},
doi = {10.1007/BFB0026671},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LetourneauMF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/ClarkFMF97,
author = {Peter Clark and
Cao Feng and
Stan Matwin and
Ko Fung},
title = {Improving Image Classification by Combining Statistical, Case-Based
and Model Based Prediction Methods},
journal = {Fundam. Informaticae},
volume = {30},
number = {3/4},
pages = {227--240},
year = {1997},
url = {https://doi.org/10.3233/FI-1997-303401},
doi = {10.3233/FI-1997-303401},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/ClarkFMF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KubatHM97,
author = {Miroslav Kubat and
Robert C. Holte and
Stan Matwin},
editor = {Maarten van Someren and
Gerhard Widmer},
title = {Learning When Negative Examples Abound},
booktitle = {Machine Learning: ECML-97, 9th European Conference on Machine Learning,
Prague, Czech Republic, April 23-25, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1224},
pages = {146--153},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62858-4\_79},
doi = {10.1007/3-540-62858-4\_79},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KubatHM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KubatM97,
author = {Miroslav Kubat and
Stan Matwin},
editor = {Douglas H. Fisher},
title = {Addressing the Curse of Imbalanced Training Sets: One-Sided Selection},
booktitle = {Proceedings of the Fourteenth International Conference on Machine
Learning {(ICML} 1997), Nashville, Tennessee, USA, July 8-12, 1997},
pages = {179--186},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Thu, 29 Apr 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KubatM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/CharleboisGMBB96,
author = {Daniel Charlebois and
David G. Goodenough and
Stan Matwin and
A. S. (Pal) Bhogal and
Hugh Barclay},
editor = {Gordon I. McCalla},
title = {Planning and Learning in a Natural Resource Information System},
booktitle = {Advances in Artificial Intelligence, 11th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} '96,
Toronto, Ontario, Canada, May 21-24, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1081},
pages = {187--199},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61291-2\_51},
doi = {10.1007/3-540-61291-2\_51},
timestamp = {Thu, 28 Sep 2023 12:27:06 +0200},
biburl = {https://dblp.org/rec/conf/ai/CharleboisGMBB96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/RiosM96,
author = {Riverson Rios and
Stan Matwin},
editor = {Gordon I. McCalla},
title = {Efficient Induction of Recursive Prolog Definitons},
booktitle = {Advances in Artificial Intelligence, 11th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} '96,
Toronto, Ontario, Canada, May 21-24, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1081},
pages = {240--248},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61291-2\_55},
doi = {10.1007/3-540-61291-2\_55},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/RiosM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/MasonM95,
author = {Cindy L. Mason and
Stan Matwin},
title = {Guest Editors' Introduction: Environmental Applications of {AI}},
journal = {{IEEE} Expert},
volume = {10},
number = {6},
pages = {12--13},
year = {1995},
url = {https://doi.org/10.1109/MEX.1995.483007},
doi = {10.1109/MEX.1995.483007},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/MasonM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/MatwinCGB95,
author = {Stan Matwin and
Daniel Charlebois and
David G. Goodenough and
A. S. (Pal) Bhogal},
title = {Machine Learning and Planning for Data Management in Forestry},
journal = {{IEEE} Expert},
volume = {10},
number = {6},
pages = {35--40},
year = {1995},
url = {https://doi.org/10.1109/64.483115},
doi = {10.1109/64.483115},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/MatwinCGB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiSM95,
author = {Xiaobin Li and
Stan Szpakowicz and
Stan Matwin},
title = {A WordNet-based Algorithm for Word Sense Disambiguation},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {1368--1374},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-2/Papers/045.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:30 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiSM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GoodenoughCMR94,
author = {David G. Goodenough and
Daniel Charlebois and
Stan Matwin and
Michael A. Robson},
title = {Automating reuse of software for expert system analysis of remote
sensing data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {32},
number = {3},
pages = {525--533},
year = {1994},
url = {https://doi.org/10.1109/36.297971},
doi = {10.1109/36.297971},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GoodenoughCMR94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/AhaLLM94,
author = {David W. Aha and
Stephane Lapointe and
Charles X. Ling and
Stan Matwin},
editor = {Francesco Bergadano and
Luc De Raedt},
title = {Inverting Implication with Small Training Sets},
booktitle = {Machine Learning: ECML-94, European Conference on Machine Learning,
Catania, Italy, April 6-8, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {784},
pages = {31--48},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57868-4\_49},
doi = {10.1007/3-540-57868-4\_49},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/AhaLLM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhaLLM94,
author = {David W. Aha and
Stephane Lapointe and
Charles X. Ling and
Stan Matwin},
editor = {William W. Cohen and
Haym Hirsh},
title = {Learning Recursive Relations with Randomly Selected Small Training
Sets},
booktitle = {Machine Learning, Proceedings of the Eleventh International Conference,
Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994},
pages = {12--18},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://doi.org/10.1016/b978-1-55860-335-6.50010-6},
doi = {10.1016/B978-1-55860-335-6.50010-6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AhaLLM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/MatwinA94,
author = {Stan Matwin and
Affa Ahmad},
editor = {Hausi A. M{\"{u}}ller and
Mari Georges},
title = {Reuse of Modular Software with Automated Comment Analysis},
booktitle = {Proceedings of the International Conference on Software Maintenance,
{ICSM} 1994, Victoria, BC, Canada, September 1994},
pages = {222--231},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICSM.1994.336772},
doi = {10.1109/ICSM.1994.336772},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsm/MatwinA94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/FouqueM93,
author = {Gilles Fouqu{\'{e}} and
Stan Matwin},
title = {A Case-Based Approach to Software Reuse},
journal = {J. Intell. Inf. Syst.},
volume = {2},
number = {2},
pages = {165--197},
year = {1993},
url = {https://doi.org/10.1007/BF00965876},
doi = {10.1007/BF00965876},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/FouqueM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ClarkM93,
author = {Peter Clark and
Stan Matwin},
editor = {Pavel Brazdil},
title = {Learning Domain Theories using Abstract Beckground Knowledge},
booktitle = {Machine Learning: ECML-93, European Conference on Machine Learning,
Vienna, Austria, April 5-7, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {667},
pages = {360--365},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56602-3\_151},
doi = {10.1007/3-540-56602-3\_151},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/ClarkM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ClarkM93,
author = {Peter Clark and
Stan Matwin},
editor = {Paul E. Utgoff},
title = {Using Qualitative Models to Guide Inductive Learning},
booktitle = {Machine Learning, Proceedings of the Tenth International Conference,
University of Massachusetts, Amherst, MA, USA, June 27-29, 1993},
pages = {49--56},
publisher = {Morgan Kaufmann},
year = {1993},
url = {https://doi.org/10.1016/b978-1-55860-307-3.50013-7},
doi = {10.1016/B978-1-55860-307-3.50013-7},
timestamp = {Mon, 24 Jun 2019 13:59:03 +0200},
biburl = {https://dblp.org/rec/conf/icml/ClarkM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/JetzelspergerMO93,
author = {R. Jetzelsperger and
Stan Matwin and
Franz Oppacher},
title = {Enhancing Reuse of Smalltalk Methods by Conceptual Clustering},
booktitle = {Fifth International Conference on Tools with Artificial Intelligence,
{ICTAI} '93, Boston, Massachusetts, USA, November 8-11, 1993},
pages = {108--112},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.org/10.1109/TAI.1993.633943},
doi = {10.1109/TAI.1993.633943},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/JetzelspergerMO93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LapointeLM93,
author = {Stephane Lapointe and
Charles X. Ling and
Stan Matwin},
editor = {Ruzena Bajcsy},
title = {Constructive Inductive Logic Programming},
booktitle = {Proceedings of the 13th International Joint Conference on Artificial
Intelligence. Chamb{\'{e}}ry, France, August 28 - September 3,
1993},
pages = {1030--1036},
publisher = {Morgan Kaufmann},
year = {1993},
timestamp = {Tue, 20 Aug 2019 16:18:33 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LapointeLM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LapointeM92,
author = {Stephane Lapointe and
Stan Matwin},
editor = {Derek H. Sleeman and
Peter Edwards},
title = {Sub-unification: {A} Tool for Efficient Induction of Recursive Programs},
booktitle = {Proceedings of the Ninth International Workshop on Machine Learning
{(ML} 1992), Aberdeen, Scotland, UK, July 1-3, 1992},
pages = {273--281},
publisher = {Morgan Kaufmann},
year = {1992},
url = {https://doi.org/10.1016/b978-1-55860-247-2.50040-1},
doi = {10.1016/B978-1-55860-247-2.50040-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LapointeM92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/Ould-BrahimM92,
author = {Hamid Ould{-}Brahim and
Stan Matwin},
title = {Reusing database queries in analogical domains},
booktitle = {Proceedings of the Seventh Knowledge-Based Software Engineering Conference,
{KBSE} 1992, McLean, VA, USA, September 20-23, 1992},
pages = {80--89},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/KBSE.1992.252906},
doi = {10.1109/KBSE.1992.252906},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kbse/Ould-BrahimM92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/FouqueM92,
author = {Gilles Fouqu{\'{e}} and
Stan Matwin},
title = {{CAESAR:} a system for case based software reuse},
booktitle = {Proceedings of the Seventh Knowledge-Based Software Engineering Conference,
{KBSE} 1992, McLean, VA, USA, September 20-23, 1992},
pages = {90--99},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/KBSE.1992.252905},
doi = {10.1109/KBSE.1992.252905},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kbse/FouqueM92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/MatwinSH91,
author = {Stan Matwin and
Tomasz Szapiro and
Karen Zita Haigh},
title = {Genetic algorithms approach to a negotiation support system},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {21},
number = {1},
pages = {102--114},
year = {1991},
url = {https://doi.org/10.1109/21.101141},
doi = {10.1109/21.101141},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/MatwinSH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DelisleMZ91,
author = {Sylvain Delisle and
Stan Matwin and
Lionel Zupan},
editor = {Yves Kodratoff},
title = {Integrating {EBL} with automatic Text Analysis},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {347},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017028},
doi = {10.1007/BFB0017028},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/DelisleMZ91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GickM91,
author = {Mary Gick and
Stan Matwin},
editor = {Lawrence Birnbaum and
Gregg Collins},
title = {The Importance of Causal Structure and Facts in Evaluating Explanations},
booktitle = {Proceedings of the Eighth International Workshop (ML91), Northwestern
University, Evanston, Illinois, {USA}},
pages = {51--54},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://doi.org/10.1016/b978-1-55860-200-7.50014-3},
doi = {10.1016/B978-1-55860-200-7.50014-3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GickM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/DelisleMWZ91,
author = {Sylvain Delisle and
Stan Matwin and
Jiandong Wang and
Lionel Zupan},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Explanation-based Learning Helps Acquire Knowledge from Natural Language
Texts},
booktitle = {Methodologies for Intelligent Systems, 6th International Symposium,
{ISMIS} '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {542},
pages = {326--337},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/3-540-54563-8\_96},
doi = {10.1007/3-540-54563-8\_96},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/DelisleMWZ91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/GeldrezMMP90,
author = {C. Geldrez and
Stan Matwin and
Johanne Morin and
Robert L. Probert},
title = {An Application of Explanation-Based Learning to Protocol Conformance
Testing},
journal = {{IEEE} Expert},
volume = {5},
number = {5},
pages = {45--60},
year = {1990},
url = {https://doi.org/10.1109/64.60710},
doi = {10.1109/64.60710},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/GeldrezMMP90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ConstantMO90,
author = {Patrick Constant and
Stan Matwin and
Franz Oppacher},
title = {{LEW:} Learning by Watching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {12},
number = {3},
pages = {294--308},
year = {1990},
url = {https://doi.org/10.1109/34.49054},
doi = {10.1109/34.49054},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ConstantMO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GenestMP90,
author = {Jean Genest and
Stan Matwin and
Boris Plante},
editor = {Bruce W. Porter and
Raymond J. Mooney},
title = {Explanation-Based Learning with Incomplete Theories: {A} Three-step
Approach},
booktitle = {Machine Learning, Proceedings of the Seventh International Conference
on Machine Learning, Austin, Texas, USA, June 21-23, 1990},
pages = {286--294},
publisher = {Morgan Kaufmann},
year = {1990},
url = {https://doi.org/10.1016/b978-1-55860-141-3.50038-9},
doi = {10.1016/B978-1-55860-141-3.50038-9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GenestMP90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/MatwinOC89,
author = {Stan Matwin and
Franz Oppacher and
Patrick Constant},
title = {Knowledge acquisition by incremental learning from problem-solution
pairs},
journal = {Comput. Intell.},
volume = {5},
pages = {58--66},
year = {1989},
url = {https://doi.org/10.1111/j.1467-8640.1989.tb00316.x},
doi = {10.1111/J.1467-8640.1989.TB00316.X},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/MatwinOC89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/MatwinSKKM89,
author = {Stan Matwin and
Stan Szpakowicz and
Zbig Koperczak and
Gregory E. Kersten and
Wojtek Michalowski},
title = {Negoplan: an expert system shell for negotiation support},
journal = {{IEEE} Expert},
volume = {4},
number = {4},
pages = {50--62},
year = {1989},
url = {https://doi.org/10.1109/64.43285},
doi = {10.1109/64.43285},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/MatwinSKKM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MatwinM89,
author = {Stan Matwin and
Johanne Morin},
editor = {Alberto Maria Segre},
title = {Learning Procedural Knowledge in the {EBG} Context},
booktitle = {Proceedings of the Sixth International Workshop on Machine Learning
{(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27,
1989},
pages = {197--199},
publisher = {Morgan Kaufmann},
year = {1989},
timestamp = {Thu, 05 Dec 2002 12:38:01 +0100},
biburl = {https://dblp.org/rec/conf/icml/MatwinM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip/MatwinSK89,
author = {Stan Matwin and
Stan Szpakowicz and
Zbig Koperczak},
editor = {Gerhard X. Ritter},
title = {{NEGOPLAN:} An Inference-Based Negotiation Support Tool},
booktitle = {Information Processing 89, Proceedings of the {IFIP} 11th World Computer
Congress, San Francisco, USA, August 28 - September 1, 1989},
pages = {679--685},
publisher = {North-Holland/IFIP},
year = {1989},
timestamp = {Wed, 02 Feb 2022 21:17:54 +0100},
biburl = {https://dblp.org/rec/conf/ifip/MatwinSK89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BergadanoMMZ88,
author = {Francesco Bergadano and
Stan Matwin and
Ryszard S. Michalski and
Jianping Zhang},
editor = {Derek H. Sleeman},
title = {Measuring Quality of Concept Descriptions},
booktitle = {Proceedings of the Third European Working Session on Learning, {EWSL}
1988, Turing Institute, Glasgow, UK, October 3-5, 1988},
pages = {1--14},
publisher = {Pitman Publishing},
year = {1988},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BergadanoMMZ88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/BergadanoMMZ88,
author = {Francesco Bergadano and
Stan Matwin and
Ryszard S. Michalski and
Jianping Zhang},
editor = {Zbigniew W. Ras and
Lorenza Saitta},
title = {Representing and Acquiring Imprecise and Context-dependent Concepts
in Knowledge-Based Systems},
booktitle = {Methodologies for Intelligent Systems, 3, Proceedings of the Third
International Symposium on Methodologies for Intelligent Systems,
Turin, Italy, October 12-15, 1988},
pages = {270--280},
publisher = {North-Holland/Elsevier},
year = {1988},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/BergadanoMMZ88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/MatwinO88,
author = {Stan Matwin and
Franz Oppacher},
editor = {Zbigniew W. Ras and
Lorenza Saitta},
title = {Learning by Watching: An Incremental Machine Learning Method that
Acquires Rules by Conceptual Clustering},
booktitle = {Methodologies for Intelligent Systems, 3, Proceedings of the Third
International Symposium on Methodologies for Intelligent Systems,
Turin, Italy, October 12-15, 1988},
pages = {363--373},
publisher = {North-Holland/Elsevier},
year = {1988},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/MatwinO88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slp/MatwinSKMK87,
author = {Stan Matwin and
Stan Szpakowicz and
Gregory E. Kersten and
Wojtek Michalowski and
Zbig Koperczak},
title = {A Logic-Based Tools for Negotiation Support},
booktitle = {Proceedings of the 1987 Symposium on Logic Programming, San Francisco,
California, USA, August 31 - September 4, 1987},
pages = {499--506},
publisher = {{IEEE-CS}},
year = {1987},
timestamp = {Wed, 04 Dec 2013 14:42:58 +0100},
biburl = {https://dblp.org/rec/conf/slp/MatwinSKMK87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spe/ForsytheM86,
author = {Kenneth Forsythe and
Stan Matwin},
title = {Copying of Dynamic Structures in a Pascal Environment},
journal = {Softw. Pract. Exp.},
volume = {16},
number = {4},
pages = {335--340},
year = {1986},
url = {https://doi.org/10.1002/spe.4380160403},
doi = {10.1002/SPE.4380160403},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spe/ForsytheM86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cl/MatwinP85,
author = {Stan Matwin and
Tomasz Pietrzykowski},
title = {Prograph: {A} Preliminary Report},
journal = {Comput. Lang.},
volume = {10},
number = {2},
pages = {91--126},
year = {1985},
url = {https://doi.org/10.1016/0096-0551(85)90002-5},
doi = {10.1016/0096-0551(85)90002-5},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cl/MatwinP85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/SkuceMTOS85,
author = {Douglas R. Skuce and
Stan Matwin and
Branka Tauzovich and
Franz Oppacher and
Stan Szpakowicz},
title = {A Logic-Based Knowledge Source System for Natural Language Document},
journal = {Data Knowl. Eng.},
volume = {1},
number = {3},
pages = {201--231},
year = {1985},
url = {https://doi.org/10.1016/0169-023X(85)90017-5},
doi = {10.1016/0169-023X(85)90017-5},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/SkuceMTOS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MatwinP85,
author = {Stan Matwin and
Tomasz Pietrzykowski},
title = {Intelligent Backtracking in Plan-Based Deduction},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {7},
number = {6},
pages = {682--692},
year = {1985},
url = {https://doi.org/10.1109/TPAMI.1985.4767724},
doi = {10.1109/TPAMI.1985.4767724},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/MatwinP85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cade/ForsytheM84,
author = {Kenneth Forsythe and
Stan Matwin},
editor = {Robert E. Shostak},
title = {Implementation Strategies for Plan-Based Deduction},
booktitle = {7th International Conference on Automated Deduction, Napa, California,
USA, May 14-16, 1984, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {170},
pages = {426--444},
publisher = {Springer},
year = {1984},
url = {https://doi.org/10.1007/978-0-387-34768-4\_25},
doi = {10.1007/978-0-387-34768-4\_25},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cade/ForsytheM84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclp/MatwinP83,
author = {Stan Matwin and
Tomasz Pietrzykowski},
editor = {Lu{\'{\i}}s Moniz Pereira and
Ant{\'{o}}nio Porto and
Lu{\'{\i}}s Monteiro and
Miguel Figueiras},
title = {Intelligent Backtracking for Automated Deduction in {FOL}},
booktitle = {Logic Programming Workshop '83, Praia da Fal{\'{e}}sia, Algarve,
Portugal, 26 June - 1 July, 1983, Proceedings},
pages = {186--191},
publisher = {N{\'{u}}cleo de Intellig{\^{e}}ncia Artificial, Universidade
Nova De Lisboa, Portugal},
year = {1983},
url = {http://www.softwarepreservation.org/projects/prolog/lisbon/lpw83/p186-Matwin.pdf},
timestamp = {Thu, 12 Mar 2020 11:37:20 +0100},
biburl = {https://dblp.org/rec/conf/iclp/MatwinP83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cade/PietrzykowskiM82,
author = {Tomasz Pietrzykowski and
Stan Matwin},
editor = {Donald W. Loveland},
title = {Exponential Improvement of Efficient Backtracking: {A} Strategy for
Plan-Based Deduction},
booktitle = {6th Conference on Automated Deduction, New York, USA, June 7-9, 1982,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {138},
pages = {223--239},
publisher = {Springer},
year = {1982},
url = {https://doi.org/10.1007/BFb0000062},
doi = {10.1007/BFB0000062},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cade/PietrzykowskiM82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cade/MatwinP82,
author = {Stan Matwin and
Tomasz Pietrzykowski},
editor = {Donald W. Loveland},
title = {Exponential Improvement of Efficient Backtracking: data Structure
and Implementation},
booktitle = {6th Conference on Automated Deduction, New York, USA, June 7-9, 1982,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {138},
pages = {240--259},
publisher = {Springer},
year = {1982},
url = {https://doi.org/10.1007/BFb0000063},
doi = {10.1007/BFB0000063},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cade/MatwinP82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigplan/IglewskiMM78,
author = {Michal Iglewski and
Jan Madey and
Stan Matwin},
title = {A contribution to an improvement of {PASCAL}},
journal = {{ACM} {SIGPLAN} Notices},
volume = {13},
number = {1},
pages = {48--58},
year = {1978},
url = {https://doi.org/10.1145/953428.953434},
doi = {10.1145/953428.953434},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigplan/IglewskiMM78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/Matwin77,
author = {Stan Matwin},
title = {On the Completeness of a Set of Transformations Optimizing Linear
Programs},
journal = {Inf. Process. Lett.},
volume = {6},
number = {5},
pages = {165--167},
year = {1977},
url = {https://doi.org/10.1016/0020-0190(77)90016-3},
doi = {10.1016/0020-0190(77)90016-3},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/Matwin77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/Matwin77a,
author = {Stan Matwin},
title = {An Experimental Investigation of Geschke's Method of Global Program
Optimization},
journal = {Inf. Process. Lett.},
volume = {6},
number = {6},
pages = {177--179},
year = {1977},
url = {https://doi.org/10.1016/0020-0190(77)90062-X},
doi = {10.1016/0020-0190(77)90062-X},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/Matwin77a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigplan/MatwinM76,
author = {Stan Matwin and
Marek Missala},
title = {A simple, machine independent tool for obtaining rough measures of
{PASCAL} programs},
journal = {{ACM} {SIGPLAN} Notices},
volume = {11},
number = {8},
pages = {42--45},
year = {1976},
url = {https://doi.org/10.1145/987531.987537},
doi = {10.1145/987531.987537},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigplan/MatwinM76.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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