Ensemble of Multiple Kernel SVM Classifiers
Wang, Xiaoguang, Liu, Xuan, Japkowicz, Nathalie, Matwin, Stan
Published in Advances in Artificial Intelligence (2014)
Published in Advances in Artificial Intelligence (2014)
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Book Chapter
Improving multi-view semi-supervised learning with agreement-based sampling
Huang, Jin, Sayyad-Shirabad, Jelber, Matwin, Stan, Su, Jiang
Published in Intelligent data analysis (01.01.2012)
Published in Intelligent data analysis (01.01.2012)
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Journal Article
Automatic Target Recognition using multiple-aspect sonar images
Xiaoguang Wang, Xuan Liu, Japkowicz, Nathalie, Matwin, Stan, Bao Nguyen
Published in 2014 IEEE Congress on Evolutionary Computation (CEC) (01.07.2014)
Published in 2014 IEEE Congress on Evolutionary Computation (CEC) (01.07.2014)
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Conference Proceeding
Spatial Clustering Method of Historical AIS Data for Maritime Traffic Routes Extraction
Eljabu, Lubna, Etemad, Mohammad, Matwin, Stan
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
Big data meets big water: Analytics of the AIS ship tracking data
Matwin, Stan
Published in 2016 Federated Conference on Computer Science and Information Systems (FedCSIS) (01.09.2016)
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Published in 2016 Federated Conference on Computer Science and Information Systems (FedCSIS) (01.09.2016)
Conference Proceeding
Enhancing Global Maritime Traffic Network Forecasting with Gravity-Inspired Deep Learning Models
Song, Ruixin, Spadon, Gabriel, Pelot, Ronald, Matwin, Stan, Soares, Amilcar
Year of Publication 23.01.2024
Year of Publication 23.01.2024
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Journal Article
Parallelizing Feature Selection
de Souza, Jerffeson Teixeira, Matwin, Stan, Japkowicz, Nathalie
Published in Algorithmica (01.07.2006)
Published in Algorithmica (01.07.2006)
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Journal Article
Anomaly Detection in Maritime Domain based on Spatio-Temporal Analysis of AIS Data Using Graph Neural Networks
Eljabu, Lubna, Etemad, Mohammad, Matwin, Stan
Published in 2021 5th International Conference on Vision, Image and Signal Processing (ICVISP) (01.12.2021)
Published in 2021 5th International Conference on Vision, Image and Signal Processing (ICVISP) (01.12.2021)
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Conference Proceeding
Beyond the Bag of Words: A Text Representation for Sentence Selection
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Book Chapter
Conference Proceeding
Reflexive Regular Equivalence for Bipartite Data
Gerow, Aaron, Zhou, Mingyang, Matwin, Stan, Shi, Feng
Published in Advances in Artificial Intelligence (2017)
Published in Advances in Artificial Intelligence (2017)
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Book Chapter
Evaluating Misclassifications in Imbalanced Data
Elazmeh, William, Japkowicz, Nathalie, Matwin, Stan
Published in Lecture notes in computer science (2006)
Published in Lecture notes in computer science (2006)
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Book Chapter
Conference Proceeding
Unfolding AIS transmission behavior for vessel movement modeling on noisy data leveraging machine learning
Spadon, Gabriel, Ferreira, Martha D, Soares, Amilcar, Matwin, Stan
Published in arXiv.org (05.07.2022)
Published in arXiv.org (05.07.2022)
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Paper
Journal Article
Generating High-Fidelity Images with Disentangled Adversarial VAEs and Structure-Aware Loss
Naderi, Habibeh, Soleimani, Behrouz Haji, Matwin, Stan
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games
Zare, Nader, Sarvmaili, Mahtab, Sayareh, Aref, Amini, Omid, Soares, Stan Matwin Amilcar
Year of Publication 07.01.2024
Year of Publication 07.01.2024
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Journal Article
Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning
Zare, Nader, Amini, Omid, Sayareh, Aref, Sarvmaili, Mahtab, Firouzkouhi, Arad, Matwin, Stan, Soares, Amilcar
Year of Publication 07.01.2024
Year of Publication 07.01.2024
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Journal Article