Jagath Samarabandu

Jagath Samarabandu

Western University

H-index: 30

North America-Canada

About Jagath Samarabandu

Jagath Samarabandu, With an exceptional h-index of 30 and a recent h-index of 18 (since 2020), a distinguished researcher at Western University, specializes in the field of AI, Machine learning, Image Analysis, Cybersecurity.

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

A comprehensive analysis of real-time video anomaly detection methods for human and vehicular movement

Precision Leak Detection in Supermarket Refrigeration Systems Integrating Categorical Gradient Boosting with Advanced Thresholding

A comprehensive survey on the applications of machine learning techniques on maritime surveillance to detect abnormal maritime vessel behaviors

Using machine learning to assist auditory processing evaluation

Automated human chromosome segmentation and feature extraction: Current trends and prospects

Multiclass damage identification in a full-scale bridge using optimally tuned one-dimensional convolutional neural network

Vibration-based multiclass damage detection and localization using long short-term memory networks

Experiences with contrastive predictive coding in industrial time-series classification

Jagath Samarabandu Information

University

Position

Professor Electrical and Computer Engineering

Citations(all)

4332

Citations(since 2020)

1220

Cited By

3453

hIndex(all)

30

hIndex(since 2020)

18

i10Index(all)

68

i10Index(since 2020)

28

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

Jagath Samarabandu Skills & Research Interests

AI

Machine learning

Image Analysis

Cybersecurity

Top articles of Jagath Samarabandu

Title

Journal

Author(s)

Publication Date

A comprehensive analysis of real-time video anomaly detection methods for human and vehicular movement

Multimedia Tools and Applications

Iroshan Pathirannahalage

Vidura Jayasooriya

Jagath Samarabandu

Akila Subasinghe

2024/4/24

Precision Leak Detection in Supermarket Refrigeration Systems Integrating Categorical Gradient Boosting with Advanced Thresholding

Energies

Rashinda Wijethunga

Hooman Nouraei

Craig Zych

Jagath Samarabandu

Ayan Sadhu

2024/2/4

A comprehensive survey on the applications of machine learning techniques on maritime surveillance to detect abnormal maritime vessel behaviors

Chamali Gamage

Randima Dinalankara

Jagath Samarabandu

Akila Subasinghe

2023/12

Using machine learning to assist auditory processing evaluation

Frontiers in Audiology and Otology

Hasitha Wimalarathna

Sangamanatha Ankmnal-Veeranna

Minh Duong

Chris Allan

Sumit K Agrawal

...

2023/7/21

Automated human chromosome segmentation and feature extraction: Current trends and prospects

Umaya Bhashini Balagalla

Jagath Samarabandu

Akila Subasinghe

2022/3/11

Multiclass damage identification in a full-scale bridge using optimally tuned one-dimensional convolutional neural network

Journal of computing in civil engineering

Sandeep Sony

Sunanda Gamage

Ayan Sadhu

Jagath Samarabandu

2022/3/1

Vibration-based multiclass damage detection and localization using long short-term memory networks

Structures

Sandeep Sony

Sunanda Gamage

Ayan Sadhu

Jagath Samarabandu

2022/1/1

Experiences with contrastive predictive coding in industrial time-series classification

ACM SIGKDD Explorations Newsletter

Sunanda Gamage

Benjamin Klopper

Jagath Samarabandu

2022/12/5

Machine learning approaches used to analyze auditory evoked responses from the human auditory brainstem: A systematic review

Hasitha Wimalarathna

Sangamanatha Ankmnal-Veeranna

Chris Allan

Sumit K Agrawal

Jagath Samarabandu

...

2022/11/1

Malicious and benign url dataset generation using character-level lstm models

Spencer Vecile

Kyle Lacroix

Katarina Grolinger

Jagath Samarabandu

2022/6/22

Enhancing the performance of machine learning models developed for neurodiagnostic testing of children with Auditory Processing Disorder

CMBES Proceedings

Hasitha Wimalarathna

Sangamnatha Ankmal-Veranna

Chris Allan

Sumit K Agrawal

Prudence Allen

...

2021/5/11

Comparison of machine learning models to classify auditory brainstem responses recorded from children with auditory processing disorder

Computer methods and programs in biomedicine

Hasitha Wimalarathna

Sangamanatha Ankmnal-Veeranna

Chris Allan

Sumit K Agrawal

Prudence Allen

...

2021/3/1

Deep learning methods in network intrusion detection: A survey and an objective comparison

Journal of Network and Computer Applications

Sunanda Gamage

Jagath Samarabandu

2020/11/1

See List of Professors in Jagath Samarabandu University(Western University)