Stan Matwin
Overview
Explore the profile of Stan Matwin including associated specialties, affiliations and a list of published articles.
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Articles
26
Citations
163
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0
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Recent Articles
1.
Song R, Spadon G, Pelot R, Matwin S, Soares A
Sci Rep
. 2024 Jul;
14(1):16665.
PMID: 39030401
Aquatic non-indigenous species (NIS) pose significant threats to biodiversity, disrupting ecosystems and inflicting substantial economic damages across agriculture, forestry, and fisheries. Due to the fast growth of global trade and...
2.
Weerasinghe S, Oyebode O, Orji R, Matwin S
Digit Health
. 2023 May;
9.
PMID: 37252262
Multiple waves of COVID-19 have significantly impacted the emotional well-being of all, but many were subject to additional risks associated with forced regulations. The objective of this research was to...
3.
Taylor-Melanson W, Ferreira M, Matwin S
Neural Netw
. 2022 Dec;
159:25-33.
PMID: 36525915
Recurrent Neural Network (RNN) models have been applied in different domains, producing high accuracies on time-dependent data. However, RNNs have long suffered from exploding gradients during training, mainly due to...
4.
Ferreira M, Spadon G, Soares A, Matwin S
Sensors (Basel)
. 2022 Aug;
22(16).
PMID: 36015824
Automatic Identification System (AIS) messages are useful for tracking vessel activity across oceans worldwide using radio links and satellite transceivers. Such data play a significant role in tracking vessel activity...
5.
Pesaranghader A, Matwin S, Sokolova M, Grenier J, Beiko R, Hussin J
Bioinformatics
. 2022 May;
38(11):3051-3061.
PMID: 35536192
Motivation: There is a plethora of measures to evaluate functional similarity (FS) of genes based on their co-expression, protein-protein interactions and sequence similarity. These measures are typically derived from hand-engineered...
6.
Oyebode O, Ndulue C, Mulchandani D, Suruliraj B, Adib A, Orji F, et al.
J Healthc Inform Res
. 2022 Feb;
6(2):174-207.
PMID: 35194569
The COVID-19 pandemic has affected people's lives in many ways. Social media data can reveal public perceptions and experience with respect to the pandemic, and also reveal factors that hamper...
7.
Bappee F, Soares A, Petry L, Matwin S
J Big Data
. 2021 Nov;
8(1):96.
PMID: 34760434
Nowadays, urban data such as demographics, infrastructure, and criminal records are becoming more accessible to researchers. This has led to improvements in quantitative crime research for predicting future crime occurrence...
8.
Seddigh S, Lethbridge L, Theriault P, Matwin S, Dunbar M
Bone Jt Open
. 2021 Aug;
2(8):679-684.
PMID: 34409843
Aims: In countries with social healthcare systems, such as Canada, patients may experience long wait times and a decline in their health status prior to their operation. The aim of...
9.
Brandoli B, de Geus A, Souza J, Spadon G, Soares A, Rodrigues Jr J, et al.
Sensors (Basel)
. 2021 Jul;
21(12).
PMID: 34207959
Corrosion identification and repair is a vital task in aircraft maintenance to ensure continued structural integrity. Regarding fuselage lap joints, typically, visual inspections are followed by non-destructive methodologies, which are...
10.
Padovese B, Frazao F, Kirsebom O, Matwin S
J Acoust Soc Am
. 2021 May;
149(4):2520.
PMID: 33940913
Passive acoustic monitoring (PAM) is a useful technique for monitoring marine mammals. However, the quantity of data collected through PAM systems makes automated algorithms for detecting and classifying sounds essential....