Personal information

Other IDs

SciProfiles: 1891401
Scopus Author ID: 57216968873

Biography

Talal Ali Ahmed Abdullah received his B.Sc. in Computer Science from the Faculty of Science, Taiz University, Yemen in 2014. He obtained his M.Sc. (Information Technology) From Kulliyyah of Information and Communication Technology, International Islamic University Malaysia (IIUM), Malaysia in 2019. Currently, he is a Ph.D. Student at Computer and Information Sciences Department, Universiti Teknologi PETRONAS (UTP), Malaysia. His research interests are in Machine Learning techniques and their applications.

Activities

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Employment (1)

International Islamic University Malaysia: Kuala Lumur , Gombak , MY

2019-09-15 to 2020-07-01 | Graduate Assistant (Internationalization, Global Networking)
Employment
Source: Self-asserted source
Talal A. A. Abdullah

Education and qualifications (3)

Universiti Teknologi Petronas: Seri Iskander, Perak, MY

2020-08-20 to present | PhD in Computer Science (Department of Computer and Information Science)
Education
Source: Self-asserted source
Talal A. A. Abdullah

International Islamic University Malaysia: Kuala Lumur , Gombak , MY

2017-07-01 to 2020-07-01 | M.Sc in Information Technology (Department of Information Technology)
Education
Source: Self-asserted source
Talal A. A. Abdullah

Taiz University: Taiz, Ta'izz, YE

2010 to 2014-07 | B.Sc. of Computer Science (Computer Science)
Education
Source: Self-asserted source
Talal A. A. Abdullah

Works (10)

Enhancing DDoS Attack Detection and Mitigation in SDN Using an Ensemble Online Machine Learning Model

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3384398
Contributors: Abdussalam Ahmed Alashhab; Mohd Soperi Zahid; Babangida Isyaku; Asma Abbas Elnour; Wamda Nagmeldin; Abdelzahir Abdelmaboud; Talal Ali Ahmed Abdullah; Umar Danjuma Maiwada
Source: check_circle
Crossref

Sig-Lime: A Signal-Based Enhancement of Lime Explanation Technique

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3384277
Contributors: Talal Ali Ahmed Abdullah; Mohd Soperi Mohd Zahid; Ahmad F. Turki; Waleed Ali; Ahmad A. Jiman; Mohammed J. Abdulaal; Nebras M. Sobahi; Eyad T. Attar
Source: check_circle
Crossref

B-LIME: An Improvement of LIME for Interpretable Deep Learning Classification of Cardiac Arrhythmia from ECG Signals

Processes
2023-02-16 | Journal article
DOI: 10.3390/pr11020595
Contributors: Talal A. A. Abdullah; Mohd Soperi Mohd Zahid; Waleed Ali; Shahab Ul Hassan
Source: check_circle
Crossref
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Classifying Cardiac Arrhythmia from ECG Signal Using 1D CNN Deep Learning Model

Mathematics
2023-01-20 | Journal article
DOI: 10.3390/math11030562
Contributors: Adel A. Ahmed; Waleed Ali; Talal A. A. Abdullah; Sharaf J. Malebary
Source: check_circle
Crossref
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Preferred source (of 2)‎

Classification of cardiac arrhythmia using a convolutional neural network and bi-directional long short-term memory

DIGITAL HEALTH
2022-01 | Journal article
DOI: 10.1177/20552076221102766
Part of ISSN: 2055-2076
Part of ISSN: 2055-2076
Source: Self-asserted source
Talal A. A. Abdullah
grade
Preferred source (of 2)‎

A Review of Interpretable ML in Healthcare: Taxonomy, Applications, Challenges, and Future Directions

Symmetry
2021 | Journal article
DOI: 10.3390/sym13122439
Part of ISSN: 2073-8994
Source: Self-asserted source
Talal A. A. Abdullah
grade
Preferred source (of 4)‎

Machine Learning in Predicting Cardiovascular Diseases Using ECG Signal

THE 5TH INTERNATIONAL MULTI-CONFERENCE ON ARTIFICIAL INTELLIGENCE TECHNOLOGY
2021-08-04 | Conference paper
Source: Self-asserted source
Talal A. A. Abdullah

Empirical Study on Intelligent Android Malware Detection based on Supervised Machine Learning

International Journal of Advanced Computer Science and Applications
2020 | Journal article
DOI: 10.14569/ijacsa.2020.0110429
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Source: Self-asserted source
Talal A. A. Abdullah
grade
Preferred source (of 2)‎

A Review of Cyber Security Challenges, Attacks and Solutions for Internet of Things Based Smart Home

International Journal of Computer Science & Network Security (IJCSNS)
2019-09-30 | Journal article
Source: Self-asserted source
Talal A. A. Abdullah

Explainable Deep Learning Model for Cardiac Arrhythmia Classification
Source: check_circle
Web of Science Researcher Profile Sync

Peer review (2 reviews for 2 publications/grants)

Review activity for Biomedical signal processing and control. (1)
Review activity for IEEE access : (1)
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