Stan Matwin - Publications, H-index & Citations

Stan Matwin

Dalhousie University

48H指数

494论文数

1.3W被引数

收录论文 31

发表时间

Sampling of natural speech for the assessment of psychopathology: data collection procedure and inter-rater reliability 自然言语采样用于精神病理学评估：数据收集程序与评分者间信度

Psychiatry Research

IF3.9

2025-12-11

OAAI

K. Dikaios; S. Rempel; S.H. Dumpala; d’Eon Jason; M. Alda; M. Kiefte; S. Matwin; S. Oore; R. Uher

Monitoring harmful algae blooms in Darlings Lake; New Brunswick; using K-means clustering of multi-spectral imagery 监测达林斯湖的有害藻华；新不伦瑞克；使用多光谱影像的K-means聚类

Frontiers in Remote Sensing

IF3.7

2025-08-21

OAAI

Catherine Evans; Romina Gehrmann; Christopher Greene; Sarah Blenis; Roxanne MacKinnon; Jason Newport; Sarah Vela; Matthew Smith; Zahra Sadeghi; Stan Matwin; Chris Whidden

Privacy-preserved federated clustering with Non-IID data via GANs 基于GAN的隐私保护联邦聚类非IID数据

JOURNAL OF SUPERCOMPUTING

IF2.7

2025-02-17

PREAI

Zhao, Jianzhe; Wang, Wenji; Wang, Jiabao; Zhang, Songyang; Fan, Zhelin; Matwin, Stan

Machine learning in analytical chemistry for cultural heritage: A comprehensive review

JOURNAL OF CULTURAL HERITAGE

IF3.3

2024-11-01

PREAI

Towarek, Aleksandra; Halicz, Ludwik; Matwin, Stan; Wagner, Barbara

Causal generative explainers using counterfactual inference: a case study on the Morpho-MNIST dataset 使用反事实推理的因果生成解释器: 以morpho-mnist数据集为例

PATTERN ANALYSIS AND APPLICATIONS

IF2

2024-07-24

PREAI

Taylor-Melanson, Will; Sadeghi, Zahra; Matwin, Stan

Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models

SCIENTIFIC REPORTS

IF3.9

2024-07-19

OAAI

Song, Ruixin; Spadon, Gabriel; Pelot, Ronald; Matwin, Stan; Soares, Amilcar

Adapting deep learning models to new acoustic environments-A case study on the North Atlantic right whale upcall

ECOLOGICAL INFORMATICS

IF7.3

2023-11-01

PREAI

Padovese, Bruno; Kirsebom, Oliver S.; Frazao, Fabio; Evers, Clair H. M.; Beslin, Wilfried A. M.; Theriault, Jim; Matwin, Stan

FishSounds Version 1.0: A website for the compilation of fish sound production information and recordings

ECOLOGICAL INFORMATICS

IF7.3

2023-05-01

PREAI

Looby, Audrey; Vela, Sarah; Cox, Kieran; Riera, Amalis; Bravo, Santiago; Davies, Hailey L.; Rountree, Rodney; Reynolds, Laura K.; Martin, Charles W.; Matwin, Stan; Juanes, Francis

Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2023-02-14

OAAI

Ferreira, Martha Dais; Campbell, Jessica; Purney, Evan; Soares, Amilcar; Matwin, Stan

SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks

NEURAL NETWORKS

IF6.3

2023-02-01

PREAI

Taylor-Melanson, Will; Ferreira, Martha Dais; Matwin, Stan

Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Spadon, Gabriel; Ferreira, Martha D.; Soares, Amilcar; Matwin, Stan

A novel machine learning approach to analyzing geospatial vessel patterns using AIS data

GISCIENCE & REMOTE SENSING

IF6.9

2022-09-20

OAAI

Ferreira, Martha Dais; Campbell, Jessica N. A.; Matwin, Stan

A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels

SENSORS

IF3.5

2022-08-13

OAAI

Ferreira, Martha Dais; Spadon, Gabriel; Soares, Amilcar; Matwin, Stan

COVID-19 Pandemic: Identifying Key Issues Using Social Media and Natural Language Processing

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2022-02-11

OAAI

Oyebode, Oladapo; Ndulue, Chinenye; Mulchandani, Dinesh; Suruliraj, Banuchitra; Adib, Ashfaq; Orji, Fidelia Anulika; Milios, Evangelos; Matwin, Stan; Orji, Rita

Examining the impact of cross-domain learning on crime prediction

JOURNAL OF BIG DATA

IF6.4

2021-07-03

OAAI

Bappee, Fateha Khanam; Soares, Amilcar; Petry, Lucas May; Matwin, Stan

Aircraft Fuselage Corrosion Detection Using Artificial Intelligence

SENSORS

IF3.5

2021-06-11

OAAI

Brandoli, Bruno; de Geus, Andre R.; Souza, Jefferson R.; Spadon, Gabriel; Soares, Amilcar; Rodrigues, Jose F., Jr.; Komorowski, Jerzy; Matwin, Stan

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

ETHICS AND INFORMATION TECHNOLOGY

IF4

2021-02-02

OAAI

Nanni, Mirco; Andrienko, Gennady; Barabasi, Albert-Laszlo; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comande, Giovanni; Conti, Marco; Cote, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertesz, Janos; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Jimenez, David Megias; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenc; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro

Multiple-aspect analysis of semantic trajectories(MASTER)

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2021-01-18

OAAI

Renso, Chiara; Bogorny, Vania; Tserpes, Konstantinos; Matwin, Stan; de Macedo, Jose Antonio Fernandes

Risk-Aware Individual Trajectory Data Publishing With Differential Privacy 具有差分隐私的风险感知个人轨迹数据发布

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Zhao, Jianzhe; Mei, Jie; Matwin, Stan; Su, Yukai; Yang, Yuancheng

Brain network topology predicts participant adherence to mental training programs

NETWORK NEUROSCIENCE

IF3.1

2020-01-01

OAAI

Saghayi, Marzie; Greenberg, Jonathan; O'Grady, Christopher; Varno, Farshid; Hashmi, Muhammad Ali; Bracken, Bethany; Matwin, Stan; Lazar, Sara W.; Hashmi, Javeria Ali

研究方向