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Shahizan Othman Mohd

University of Technology Malaysia

Malaysia

SCHOLARLY PAPERS

5

DOWNLOADS

334

TOTAL CITATIONS

1

Scholarly Papers (5)

1.

Optimizing Iot Intrusion Detection System: Feature Selection Versus Feature Extraction in Machine Learning

Number of pages: 41 Posted: 06 Dec 2023
Jing Li, Hewan Chen, Shahizan Othman Mohd and Lizawati Mi Yusuf
University of Technology Malaysia, China Jiliang University, University of Technology Malaysia and University of Technology Malaysia
Downloads 177 (428,796)
Citation 1

Abstract:

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Internet of Things, Intrusion Detection, Feature selection, Feature extraction, Machine Learning, Attack Classification

2.

Optimized Deep Transfer Learning with Soft Voting Ensemble for Netflow Intrusion Detection Systems in Internet of Things

Number of pages: 38 Posted: 11 Jun 2024
University of Technology Malaysia, China Jiliang University, University of Technology Malaysia, Universiti Teknologi Malaysia (UTM), University of Technology Malaysia and affiliation not provided to SSRN
Downloads 71 (883,195)

Abstract:

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Internet of Things, Cybersecurity, NetFlow, Intrusion Detection System, Deep Transfer Learning, Ensemble Learning

3.

Effect of Integrating Auxiliary Information on Generative Adversarial Networks to Enhance Recommender Systems

Number of pages: 15 Posted: 19 Aug 2024
affiliation not provided to SSRN, Universiti Teknologi Malaysia, affiliation not provided to SSRN and University of Technology Malaysia
Downloads 66 (916,100)

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Recommender Systems, GANs, Auxiliary Information, Data Sparsity, Collaborative Filtering

4.

A reproducible actor-critic method for multimodal learner-state personalisation in online learning

Number of pages: 19 Posted: 29 Jun 2026
Universiti Teknologi Malaysia, Johor Bahru, Malaysia, University of Technology Malaysia, King Abdulaziz University, affiliation not provided to SSRN, affiliation not provided to SSRN, King Abdulaziz University and Universiti Teknologi Malaysia, Johor Bahru, Malaysia
Downloads 12

Abstract:

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adaptive online learning, actor-critic reinforcement learning, multimodal learner-state modelling, offline policy alignment, educational personalisation, Reproducibility, response latency

5.

A Leakage-Aware and Efficiency-Optimised Multimodal Fusion Selection Protocol for Low-Resource Image-Grounded Neural Machine Translation

Number of pages: 22 Posted: 03 Jul 2026
Universiti Teknologi Malaysia, Johor Bahru, Malaysia, University of Technology Malaysia, King Abdulaziz University, Universiti Teknologi Malaysia, Universiti Teknologi Malaysia, Johor Bahru, Malaysia, King Abdulaziz University and Universiti Teknologi Malaysia, Johor Bahru, Malaysia
Downloads 8

Abstract:

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Multimodal NMT, Low-Resource Machine Translation, Gated Multimodal Fusion, NSGA-II, Yoruba, Hausa