This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Dalhousie University directory, so their courses may be missing. Find their university profile.
Research
Latest papers
A comparative case study on the performance of global sensitivity analysis methods on digit classification.
Discover data · 2025 · senior author
Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models.
Scientific reports · 2024
Dynamics of emotion trends in Canadian Twitter users during COVID-19 confinement in relation to caseloads: Artificial intelligence-based emotion detection approach.
Digital health · 2023 · senior author
Latest funding
- $87,000
Causality in Machine Learning
NSERC · 2022 · Principal investigator
- $840,000
Automated Monitoring of the Naval Information Space (AMNIS)_x000d_ _x000d_
NSERC · 2020 · Principal investigator
- $50,000
Interpretability for Machine Learning
NSERC · 2019 · Principal investigator
17 publications.
A comparative case study on the performance of global sensitivity analysis methods on digit classification.
Sadeghi Z, Matwin S
Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models.
Song R, Spadon G, Pelot R, Matwin S, Soares A
Dynamics of emotion trends in Canadian Twitter users during COVID-19 confinement in relation to caseloads: Artificial intelligence-based emotion detection approach.
Weerasinghe S, Oyebode O, Orji R, Matwin S
SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks.
Taylor-Melanson W, Ferreira MD, Matwin S
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels.
Ferreira MD, Spadon G, Soares A, Matwin S
COVID-19 Pandemic: Identifying Key Issues Using Social Media and Natural Language Processing.
Oyebode O, Ndulue C, Mulchandani D, Suruliraj B, Adib A, Orji FA, Milios E, Matwin S, Orji R
deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes.
Pesaranghader A, Matwin S, Sokolova M, Grenier JC, Beiko RG, Hussin J
Association between surgical wait time and hospital length of stay in primary total knee and hip arthroplasty.
Seddigh S, Lethbridge L, Theriault P, Matwin S, Dunbar MJ
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.
Brandoli B, de Geus AR, Souza JR, Spadon G, Soares A, Rodrigues JF, Komorowski J, Matwin S
Data augmentation for the classification of North Atlantic right whales upcalls.
Padovese B, Frazao F, Kirsebom OS, Matwin S
Causality in Machine Learning
Principal investigators: Matwin, Stan
Automated Monitoring of the Naval Information Space (AMNIS)_x000d_ _x000d_
Principal investigators: Matwin, Stan
Interpretability for Machine Learning
Principal investigators: Matwin, Stan
Automated analysis of natural speech in personalized treatment for major depressive disorder
Principal investigators: Uher, Rudolf; Matwin, Stan
Keywords: Artificial Intelligence; Biomarkers; Deep Learning; Major Depressive Disorder; Speech
Interpretability for Machine Learning
Principal investigators: Matwin, Stan
Interpretability For Machine Learning
Principal investigators: Matwin, Stan
Strategy for understanding how expectations interfere with chronic pain management: a multi-modal neuroimaging study.
Principal investigators: Hashmi, Javeria A; Cane, Douglas; Matwin, Stan
Keywords: Acute Pain; Bias; Brain Imaging; Chronic Pain; Cognition; Expectations; Placebo; Precision Medicine; Prescreening; Treatment Outcomes
State of The Art Machine Learning Methods For Classification of Animals In Ocean Acoustics Data
Principal investigators: Matwin, Stan
Big Data Management Solutions For Large, In-session Gaming Data
Principal investigators: Matwin, Stan
Research Challenges in Privacy-Aware Mobility Data Analysis and in Text Mining with Enriched Data
Principal investigators: Matwin, Stan
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Anesthesia
- Psychiatry
- Other
Co-authors at Dalhousie University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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