Talal A. A. Abdullah

519 total citations · 1 hit paper
9 papers, 268 citations indexed

About

Talal A. A. Abdullah is a scholar working on Cardiology and Cardiovascular Medicine, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Talal A. A. Abdullah has authored 9 papers receiving a total of 268 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Cardiology and Cardiovascular Medicine, 4 papers in Cognitive Neuroscience and 4 papers in Artificial Intelligence. Recurrent topics in Talal A. A. Abdullah's work include ECG Monitoring and Analysis (5 papers), EEG and Brain-Computer Interfaces (4 papers) and Machine Learning in Healthcare (3 papers). Talal A. A. Abdullah is often cited by papers focused on ECG Monitoring and Analysis (5 papers), EEG and Brain-Computer Interfaces (4 papers) and Machine Learning in Healthcare (3 papers). Talal A. A. Abdullah collaborates with scholars based in Malaysia, Saudi Arabia and Oman. Talal A. A. Abdullah's co-authors include Waleed Ali, Mohd Soperi Mohd Zahid, Adel A. Ahmed, Sharaf J. Malebary, Rawad Abdulghafor, Babangida Isyaku, Abdelzahir Abdelmaboud, Wamda Nagmeldin, Maged Nasser and Tong Boon Tang and has published in prestigious journals such as IEEE Access, Symmetry and Processes.

In The Last Decade

Talal A. A. Abdullah

8 papers receiving 260 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Classifying Cardiac Arrhythmia from ECG Signal Using 1D CNN Deep Learning Model

2023 74 citations Adel A. Ahmed, Waleed Ali et al. Mathematics profile →

Peers

Countries citing papers authored by Talal A. A. Abdullah

Since Specialization

Citations

This map shows the geographic impact of Talal A. A. Abdullah's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Talal A. A. Abdullah with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Talal A. A. Abdullah more than expected).

Fields of papers citing papers by Talal A. A. Abdullah

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Talal A. A. Abdullah. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Talal A. A. Abdullah. The network helps show where Talal A. A. Abdullah may publish in the future.

Co-authorship network of co-authors of Talal A. A. Abdullah

This figure shows the co-authorship network connecting the top 25 collaborators of Talal A. A. Abdullah. A scholar is included among the top collaborators of Talal A. A. Abdullah based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Talal A. A. Abdullah. Talal A. A. Abdullah is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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9 of 9 papers shown

#	Work	Indexed citations
1	An Interpretable Model for Cardiac Arrhythmia Classification Using 1D CNN-GRU with Attention Mechanism 2025 ·Processes ·Waleed Ali, Talal A. A. Abdullah, Mohd Soperi Mohd Zahid, Adel A. Ahmed, (unknown)	0
2	Sig-Lime: A Signal-Based Enhancement of Lime Explanation Technique 2024 ·IEEE Access ·Talal A. A. Abdullah, Mohd Soperi Mohd Zahid, (unknown), Waleed Ali, (unknown), Mohammed J. Abdulaal, Nebras Sobahi, (unknown)	9
3	Enhancing DDoS Attack Detection and Mitigation in SDN Using an Ensemble Online Machine Learning Model 2024 ·IEEE Access ·(unknown), Mohd Soperi Mohd Zahid, Babangida Isyaku, (unknown), Wamda Nagmeldin, Abdelzahir Abdelmaboud, Talal A. A. Abdullah, (unknown)	32
4	B-LIME: An Improvement of LIME for Interpretable Deep Learning Classification of Cardiac Arrhythmia from ECG Signals 2023 ·Processes ·Talal A. A. Abdullah, Mohd Soperi Mohd Zahid, Waleed Ali, (unknown)	25
5	Classifying Cardiac Arrhythmia from ECG Signal Using 1D CNN Deep Learning Model breakdown → 2023 ·Mathematics ·Adel A. Ahmed, Waleed Ali, Talal A. A. Abdullah, Sharaf J. Malebary	74
6	Classification of cardiac arrhythmia using a convolutional neural network and bi-directional long short-term memory 2022 ·Digital Health ·(unknown), Mohd Soperi Mohd Zahid, Talal A. A. Abdullah, (unknown)	40
7	Explainable Deep Learning Model for Cardiac Arrhythmia Classification 2022 ·Talal A. A. Abdullah, (unknown), Tong Boon Tang, Waleed Ali, Maged Nasser	10
8	A Review of Interpretable ML in Healthcare: Taxonomy, Applications, Challenges, and Future Directions 2021 ·Symmetry ·Talal A. A. Abdullah, Mohd Soperi Mohd Zahid, Waleed Ali	63
9	Empirical Study on Intelligent Android Malware Detection based on Supervised Machine Learning 2020 ·International Journal of Advanced Computer Science and Applications ·Talal A. A. Abdullah, Waleed Ali, Rawad Abdulghafor	15

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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