Publications by authors named "Stan Matwin"

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A comparative case study on the performance of global sensitivity analysis methods on digit classification.
Zahra Sadeghi, Stan Matwin

Discov Data· October 2025

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Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models.
Ruixin Song, Gabriel Spadon, Ronald Pelot, Stan Matwin, Amilcar Soares

Sci Rep· July 2024

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Dynamics of emotion trends in Canadian Twitter users during COVID-19 confinement in relation to caseloads: Artificial intelligence-based emotion detection approach.
Swarna Weerasinghe, Oladapo Oyebode, Rita Orji, Stan Matwin

Digit Health· May 2023

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SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks.
Will Taylor-Melanson, Martha Dais Ferreira, Stan Matwin

Neural Netw· February 2023

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A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels.
Martha Dais Ferreira, Gabriel Spadon, Amilcar Soares, Stan Matwin

Sensors (Basel)· August 2022

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COVID-19 Pandemic: Identifying Key Issues Using Social Media and Natural Language Processing.
Oladapo Oyebode, Chinenye Ndulue, Dinesh Mulchandani, Banuchitra Suruliraj, Ashfaq Adib, Stan Matwin

J Healthc Inform Res· June 2022

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deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes.
Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Jean-Christophe Grenier, Robert G Beiko

Bioinformatics· May 2022

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Association between surgical wait time and hospital length of stay in primary total knee and hip arthroplasty.
Shahriar Seddigh, Lynn Lethbridge, Patrick Theriault, Stan Matwin, Michael J Dunbar

Bone Jt Open· August 2021

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Examining the impact of cross-domain learning on crime prediction.
Fateha Khanam Bappee, Amilcar Soares, Lucas May Petry, Stan Matwin

J Big Data· July 2021

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Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.
Bruno Brandoli, André R de Geus, Jefferson R Souza, Gabriel Spadon, Amilcar Soares, Stan Matwin

Sensors (Basel)· June 2021

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Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning.
Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, Jose Fernando Rodrigues-Jr

IEEE Trans Pattern Anal Mach Intell· April 2021

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Data augmentation for the classification of North Atlantic right whales upcalls.
Bruno Padovese, Fabio Frazao, Oliver S Kirsebom, Stan Matwin

J Acoust Soc Am· April 2021

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Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Stan Matwin

Ethics Inf Technol· February 2021

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Brain network topology predicts participant adherence to mental training programs.
Marzie Saghayi, Jonathan Greenberg, Christopher O'Grady, Farshid Varno, Muhammad Ali Hashmi, Stan Matwin

Netw Neurosci· July 2020

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Performance of a deep neural network at detecting North Atlantic right whale upcalls.
Oliver S Kirsebom, Fabio Frazao, Yvan Simard, Nathalie Roy, Stan Matwin

J Acoust Soc Am· April 2020

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deepBioWSD: effective deep neural word sense disambiguation of biomedical text data.
Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Ali Pesaranghader

J Am Med Inform Assoc· May 2019

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ANALYTiC: An Active Learning System for Trajectory Classification.
Amilcar Soares Junior, Chiara Renso, Stan Matwin

IEEE Comput Graph Appl· October 2018

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Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning.
Erico N de Souza, Kristina Boerder, Stan Matwin, Boris Worm

PLoS One· August 2017

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Correction: Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning.
Erico N de Souza, Kristina Boerder, Stan Matwin, Boris Worm

PLoS One· September 2016

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simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes.
Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Robert G Beiko

Bioinformatics· May 2016

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Can anonymous posters on medical forums be reidentified?
Victoria Bobicev, Marina Sokolova, Khaled El Emam, Yasser Jafer, Brian Dewar, Stan Matwin

J Med Internet Res· October 2013

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Direct comparison between support vector machine and multinomial naive Bayes algorithms for medical abstract classification.
Stan Matwin, Vera Sazonova

J Am Med Inform Assoc· January 2013

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Annotation concept synthesis and enrichment analysis: a logic-based approach to the interpretation of high-throughput experiments.
Mikhail Jiline, Stan Matwin, Marcel Turcotte

Bioinformatics· September 2011

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Exploiting the systematic review protocol for classification of medical abstracts.
Oana Frunza, Diana Inkpen, Stan Matwin, William Klement, Peter O'Blenis

Artif Intell Med· January 2011

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A tree-based decision model to support prediction of the severity of asthma exacerbations in children.
Ken Farion, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Stan Matwin

J Med Syst· August 2010

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