Stan Matwin

Stan Matwin

Dalhousie University

H-index: 56

North America-Canada

About Stan Matwin

Stan Matwin, With an exceptional h-index of 56 and a recent h-index of 38 (since 2020), a distinguished researcher at Dalhousie University, specializes in the field of AI, machine learning, data mining, text mining, data privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Computationally Inexpensive Method for Anomaly Detection in Maritime Trajectories from AIS Dataset

Correction to: Emotion detection and semantic trends during COVID-19 social isolation using artificial intelligence techniques

Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge

Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset

Evolutionary Augmentation Policy Optimization for Self-Supervised Learning

SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks

Charting the Course of Ship Track Prediction: A Novel Approach for Maritime Traffic Analysis and Enhanced Situational Awareness

Exploring autoregression patterns for automatic vessel type classification

Stan Matwin Information

University

Position

Canada Institute of Computer Science Polish Academy of Sciences

Citations(all)

18065

Citations(since 2020)

7255

Cited By

13414

hIndex(all)

56

hIndex(since 2020)

38

i10Index(all)

228

i10Index(since 2020)

124

Email

University Profile Page

Google Scholar

Stan Matwin Skills & Research Interests

AI

machine learning

data mining

text mining

data privacy

Top articles of Stan Matwin

A Computationally Inexpensive Method for Anomaly Detection in Maritime Trajectories from AIS Dataset

2024/3/17

Zahra Sadeghi
Zahra Sadeghi

H-Index: 0

Stan Matwin
Stan Matwin

H-Index: 32

Correction to: Emotion detection and semantic trends during COVID-19 social isolation using artificial intelligence techniques

Journal of Ambient Intelligence and Humanized Computing

2024/2/1

Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge

arXiv preprint arXiv:2401.13098

2024/1/23

Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset

arXiv preprint arXiv:2401.11394

2024/1/21

Zahra Sadeghi
Zahra Sadeghi

H-Index: 0

Stan Matwin
Stan Matwin

H-Index: 32

Evolutionary Augmentation Policy Optimization for Self-Supervised Learning

arXiv preprint arXiv:2303.01584

2023/3/2

Zahra Sadeghi
Zahra Sadeghi

H-Index: 0

Stan Matwin
Stan Matwin

H-Index: 32

SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks

Neural Networks

2023/2/1

Martha Dais Ferreira
Martha Dais Ferreira

H-Index: 4

Stan Matwin
Stan Matwin

H-Index: 32

Charting the Course of Ship Track Prediction: A Novel Approach for Maritime Traffic Analysis and Enhanced Situational Awareness

2023/12/15

Mohammad Etemad
Mohammad Etemad

H-Index: 6

Stan Matwin
Stan Matwin

H-Index: 32

Exploring autoregression patterns for automatic vessel type classification

The Journal of Supercomputing

2023/12/9

Anomaly detection for maritime navigation based on probability density function of error of reconstruction

Journal of Intelligent Systems

2023/11/15

Zahra Sadeghi
Zahra Sadeghi

H-Index: 0

Stan Matwin
Stan Matwin

H-Index: 32

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

Ecological Informatics

2023/11/1

Stan Matwin
Stan Matwin

H-Index: 32

Local differentially private federated learning with homomorphic encryption

The Journal of Supercomputing

2023/11

Chenxi Huang
Chenxi Huang

H-Index: 7

Stan Matwin
Stan Matwin

H-Index: 32

Building a Safer Maritime Environment Through Multi-Path Long-Term Vessel Trajectory Forecasting

arXiv preprint arXiv:2310.18948

2023/10/29

Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation

arXiv preprint arXiv:2307.16875

2023/7/22

Methods for Text Generation in NLP

2023/7/6

Mining and Modelling Complex Networks

2023/7/6

Ontologies and Data Models for Cross-platform Social Media Data

2023/7/6

Topic and Sentiment Modelling for Social Media

2023/7/6

Generative Methods for Social Media Analysis

2023

FishSounds Version 1.1: Data Archive, User Experience, and Online Resources

2023/6/9

Observation Denoising in CYRUS Soccer Simulation 2D Team For RoboCup 2023

arXiv preprint arXiv:2305.19283

2023/5/27

Mahtab Sarvmaili
Mahtab Sarvmaili

H-Index: 3

Stan Matwin
Stan Matwin

H-Index: 32

See List of Professors in Stan Matwin University(Dalhousie University)

Co-Authors

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