Svetlana Yanushkevich

Svetlana Yanushkevich

University of Calgary

H-index: 26

North America-Canada

About Svetlana Yanushkevich

Svetlana Yanushkevich, With an exceptional h-index of 26 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Calgary, specializes in the field of Machine Reasoning, Bayesian Causal Networks, Biometrics, Machine Learning, Decision Diagrams.

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

A Hierarchical Separation and Classification Network for Dynamic Microexpression Classification

Next Generation Computing and Communication Hub for First Responders in Smart Cities

Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy

Visual Relationship Detection for Workplace Safety Applications

MVAR and Causal Modeling of Relationship between Physiological Signals and Affective States

Check for updates

Epidemic attack on the aircraft carrier theodore roosevelt: Bridging the gaps in emergency management

After-Stroke Arm Paresis Detection Using Kinematic Data

Svetlana Yanushkevich Information

University

Position

Professor

Citations(all)

3492

Citations(since 2020)

1272

Cited By

2212

hIndex(all)

26

hIndex(since 2020)

17

i10Index(all)

90

i10Index(since 2020)

36

Email

University Profile Page

University of Calgary

Google Scholar

View Google Scholar Profile

Svetlana Yanushkevich Skills & Research Interests

Machine Reasoning

Bayesian Causal Networks

Biometrics

Machine Learning

Decision Diagrams

Top articles of Svetlana Yanushkevich

Title

Journal

Author(s)

Publication Date

A Hierarchical Separation and Classification Network for Dynamic Microexpression Classification

IEEE Transactions on Computational Social Systems

Jordan Vice

Masood Mehmood Khan

Tele Tan

Iain Murray

Svetlana Yanushkevich

2024/1/16

Next Generation Computing and Communication Hub for First Responders in Smart Cities

Sensors

Olha Shaposhnyk

Kenneth Lai

Gregor Wolbring

Vlad Shmerko

Svetlana Yanushkevich

2024/4/8

Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy

Brachytherapy

Kailyn Stenhouse

Michael Roumeliotis

Philip Ciunkiewicz

Kevin Martell

Sarah Quirk

...

2024/3/26

Visual Relationship Detection for Workplace Safety Applications

IEEE Transactions on Artificial Intelligence

Thomas Truong

Svetlana Yanushkevich

2023/4/10

MVAR and Causal Modeling of Relationship between Physiological Signals and Affective States

Behnaz Jafari

Kenneth Lai

Svetlana Yanushkevich

2023/6/5

Check for updates

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

Segmentation Framework via Optimal

Mass Transportation Pre-processing

Jia-Wei Liao¹

Tsung-Ming Huang

Tiexiang Li

...

2023/7/17

Epidemic attack on the aircraft carrier theodore roosevelt: Bridging the gaps in emergency management

The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology

Kenneth Lai

Svetlana N Yanushkevich

Vlad P Shmerko

2021/7/19

After-Stroke Arm Paresis Detection Using Kinematic Data

Kenneth Lai

Mohammed Almekhlafi

Svetlana Yanushkevich

2023/12/5

Stress Propagation in Human-Robot Teams Based on Computational Logic Model

Peter Shmerko

Yumi Iwashita

Adrian Stoica

Svetlana Yanushkevich

2023/3/4

Predicting Cognitive Load with Wearable Sensor Signals

Olha Shaposhnyk

Svetlana Yanushkevich

2023/6/5

Outline Generation Transformer for Bilingual Scene Text Recognition

Jui-Teng Ho

Gee-Sern Hsu

Svetlana Yanushkevich

Marina L Gavrilova

2023/7/23

165 Dosimetric Impact of Using Machine Learning-Predicted Hybrid Interstitial Needle Arrangements for High-Dose-Rate Cervical Brachytherapy

Radiotherapy and Oncology

Kailyn Stenhouse

Sarah Quirk

Michael Roumeliotis

Kevin Martell

Robyn Banerjee

...

2023/9/1

Causal Models Applied to the Patterns of Human Migration due to Climate Change

Kenneth Lai

Svetlana Yanushkevich

2023/12/5

Integration of Structural Equation Models and Bayesian Networks for Cognitive Load Modeling

Olha Shaposhnyk

Svetlana Yanushkevich

2023/12/5

Post-pandemic follow-up audit of security checkpoints

IEEE Access

Kenneth Lai

Leonardo Queiroz

Vlad Shmerko

Kelly Sundberg

Svetlana Yanushkevich

2023/1/19

Video-based detection of hemiparetic weakness side in post-stroke patient

Illia Yankovyi

Svetlana Yanushkevich

MacKenzie Horn

Mohammed Almekhlafi

2023/6/5

Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

Scientific reports

Mansooreh Montazerin

Elahe Rahimian

Farnoosh Naderkhani

S Farokh Atashzar

Svetlana Yanushkevich

...

2023/7/7

Light-Weight CNN-Attention Based Architecture Trained with a Hybrid Objective Function for EMG-Based Human Machine Interfaces

Soheil Zabihi

Elahe Rahimian

Amir Asif

Svetlana Yanushkevich

Arash Mohammadi

2023/8/21

Intelligent Stress Assessment for e-Coaching

Kenneth Lai

Svetlana Yanushkevich

Vlad Shmerko

2023/12/5

Decision Support Component for the Localized Epidemiological Modelling of COVID-19

Philip Ciunkiewicz

Svetlana Yanushkevich

2023/12/5

See List of Professors in Svetlana Yanushkevich University(University of Calgary)

Co-Authors

H-index: 84
Konstantinos N Plataniotis

Konstantinos N Plataniotis

University of Toronto

H-index: 72
Yingxu Wang

Yingxu Wang

University of Calgary

H-index: 40
Marina L Gavrilova

Marina L Gavrilova

University of Calgary

H-index: 34
Arash Mohammadi

Arash Mohammadi

Concordia University

H-index: 33
Sergey Edward Lyshevski

Sergey Edward Lyshevski

Rochester Institute of Technology

H-index: 31
Gerhard W Dueck

Gerhard W Dueck

University of New Brunswick

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