S. A. R. Al-Haddad

Universiti Putra Malaysia — Malaysia

Computer Science · Physical Sciences

26h-index1.7kcitations120works2.52yr avg
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Research Topics

Speech and Audio Processing(21), Speech Recognition and Synthesis(15), Image and Signal Denoising Methods(13), Advanced Steganography and Watermarking Techniques(12), Advanced Image Fusion Techniques(10)

Publications120 total

Depression detection through dual-stream modeling with large language models: a fusion-based transfer learning framework integrating BERT and T5 representations
Frontiers in Big Data·2026Open Access
EEG-Based Inner Speech Decoding Using Phase-Locking and Spatial Features with a Dual-Branch Deep Learning Model
Open Research Africa·2025· 1 citedOpen Access
DEVELOPMENT OF AN INFORMATION SYSTEM ARCHITECTURE FOR HEALTHCARE INSTITUTIONS USING ARTIFICIAL INTELLIGENCE
NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN·2025Open Access
Enhancing AI Depression Detection Using Transfer Learning
Contemporary Mathematics·2025· 1 citedOpen Access
Deep neural networks for speech enhancement and speech recognition: A systematic review
Ain Shams Engineering Journal·2025· 11 citedOpen Access
Shannon entropy based DDoS attacks detection using combination of machine learning based feature importance techniques
AIP conference proceedings·2025· 1 cited
Inner Speech EEG Classification via a Feature-Fused Multi-Branch Deep Network: Findings from an Ablation Analysis
SSRN Electronic Journal·2025Open Access
Enhancing Campus Mobility: Simulated Multi-Objective Optimization of Electric Vehicle Sharing Systems Within an Intelligent Transportation System Frameworks
IEEE Open Journal of Vehicular Technology·2024· 2 citedOpen Access
Brain-Computer Interface System Based on Common Spatial Patterns for Inner Speech Recognition from Electroencephalography Signal by Using a Convolutional Neural Networks
2024· 1 cited
A multi-Layer CNN-GRUSKIP model based on transformer for spatial −TEMPORAL traffic flow prediction
Ain Shams Engineering Journal·2024· 13 citedOpen Access
Depression detection using speech audio and text: A comprehensive review focusing on deep learning methods
2024Open Access
Revolutionizing Speech Clarity: Unveiling a Novel Approach with Hybrid Coherent-to-Diffuse Power Ratio and Recursive Least Square Algorithm for Reverberation Removal
2024
A Comprehensive Review of Beamforming-Based Speech Enhancement Techniques, IoT, and Smart City Applications
2023· 1 cited
LoRa and Rotating Polarization Wave: Physical Layer Principles and Performance Evaluation
IEEE Access·2023· 8 citedOpen Access
Comparative Analysis of Different Parameters used for Optimization in the Process of Speaker and Speech Recognition using Deep Neural Network
2022
DDoS Detection Using Active and Idle Features of Revised CICFlowMeter and Statistical Approaches
2022· 10 cited
A Systematic Literature Review on the Use of Deep Learning in Precision Livestock Detection and Localization Using Unmanned Aerial Vehicles
IEEE Access·2022· 39 citedOpen Access
Identification of Distributed Denial of Services Anomalies by Using Combination of Entropy and Sequential Probabilities Ratio Test Methods
Sensors·2021· 14 citedOpen Access
A Robust Handwritten Numeral Recognition Using Hybrid Orthogonal Polynomials and Moments
Sensors·2021· 40 citedOpen Access
Fast Shot Boundary Detection Based on Separable Moments and Support Vector Machine
IEEE Access·2021· 31 citedOpen Access
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Frequent Co-authors

Abd Rahman Ramli(15), Sadiq H. Abdulhussain(13), Basheera M. Mahmmod(13), Wissam A. Jassim(9), Mohammad Ali Nematollahi(9), Shaiful Jahari Hashim(7), Asem Khmag(6), M. Iqbal Saripan(5), Maryamsadat Hejazi(4), Yashwant Singh(4), Ahmad Fazli Abdul Aziz(4), Noraziahtulhidayu Kamarudin(4), Faraneh Zarafshan(4), Hamurabi Gamboa-Rosales(4), Abbas Karimi(3), Mohd Khair Hassan(3), Sura Khalil(3), Fazirulhisyam Hashim(3), Azizol Abdullah(3), Salman Yussof(3)