Continuous Control with Deep Reinforcement Learning for Autonomous Vessels
Zare, Nader, Brandoli, Bruno, Sarvmaili, Mahtab, Soares, Amilcar, Matwin, Stan
Published in arXiv.org (27.06.2021)
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Published in arXiv.org (27.06.2021)
Paper
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
Nguyen, Duong, Kirsebom, Oliver S, Frazão, Fábio, Fablet, Ronan, Matwin, Stan
Published in arXiv.org (13.02.2019)
Published in arXiv.org (13.02.2019)
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Paper
Journal Article
Privacy-Oriented Collaborative Learning Systems
Zhan, J., Matwin, S.
Published in 2006 IEEE International Conference on Systems, Man and Cybernetics (01.10.2006)
Published in 2006 IEEE International Conference on Systems, Man and Cybernetics (01.10.2006)
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Conference Proceeding
Studying Positive Speech on Twitter
Sokolova, Marina, Sazonova, Vera, Huang, Kanyi, Chakraboty, Rudraneel, Matwin, Stan
Year of Publication 24.02.2017
Year of Publication 24.02.2017
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Journal Article
Predicting annual average daily highway traffic from large data and very few measurements
Tajmajer, Tomasz, Splawinska, Malwina, Wasilewski, Piotr, Matwin, Stan
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
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Conference Proceeding
COVID-19 Pandemic: Identifying Key Issues using Social Media and Natural Language Processing
Oyebode, Oladapo, Ndulue, Chinenye, Mulchandani, Dinesh, Suruliraj, Banuchitra, Ashfaq Adib, Orji, Fidelia Anulika, Milios, Evangelos, Matwin, Stan, Orji, Rita
Published in arXiv.org (23.08.2020)
Published in arXiv.org (23.08.2020)
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Paper
Journal Article
Ship movement anomaly detection using specialized distance measures
Bo Liu, de Souza, Erico N., Hilliard, Cassey, Matwin, Stan
Published in 2015 18th International Conference on Information Fusion (Fusion) (01.07.2015)
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Published in 2015 18th International Conference on Information Fusion (Fusion) (01.07.2015)
Conference Proceeding
STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process
de Souza, Jerffeson Teixeira, Japkowicz, Nathalie, Matwin, Stan
Published in Knowledge Discovery in Databases: PKDD 2005 (2005)
Published in Knowledge Discovery in Databases: PKDD 2005 (2005)
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Book Chapter
Conference Proceeding
A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets
Xiaoguang Wang, Xuan Liu, Matwin, Stan
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
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Conference Proceeding
METHOD AND SYSTEM FOR INITIALIZING A NEURAL NETWORK
SAGHAYI, Marzie, SOLEIMANI, Behrouz Haji, VARNO, Farsheed, MATWIN, Stan, DI JORIO, Lisa
Year of Publication 07.07.2022
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Year of Publication 07.07.2022
Patent
CYRUS Soccer Simulation 2D Team Description Paper 2021
Zare, Nader, Sayareh, Aref, Sarvmaili, Mahtab, Amini, Omid, Soares, Amilcar, Matwin, Stan
Published in arXiv.org (06.06.2022)
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Published in arXiv.org (06.06.2022)
Paper
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification
Jiang, Xiang, Havaei, Mohammad, Chartrand, Gabriel, Chouaib, Hassan, Vincent, Thomas, Jesson, Andrew, Chapados, Nicolas, Matwin, Stan
Year of Publication 03.06.2018
Year of Publication 03.06.2018
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Journal Article