ARTICLE IN ACADEMIC JOURNALS
| NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
|---|---|
| 1. |
DynaKey-GNN: An efficient dynamic key-node multi-graph neural network for spatio-temporal traffic flow forecasting
2025
Author(s) : Siti Soraya Binti Abdul Rahman, Aznul Qalid Bin Md Sabri Source :
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI :
10.1016/j.engappai.2025.111757
|
| 2. |
Emerging Trends in Graph Neural Networks for Traffic Flow Prediction: A Survey
2025
Author(s) : Siti Soraya Binti Abdul Rahman, Aznul Qalid Bin Md Sabri Source :
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
DOI :
10.1007/s11831-025-10286-9
|
| 3. |
Revolutionizing colorectal cancer detection: A breakthrough in microbiome data analysis
2025
Source :
PLOS ONE
DOI :
10.1371/journal.pone.0316493
|
| 4. |
Autism classification and monitoring from predicted categorical and dimensional emotions of video features
2024
Author(s) : Aznul Qalid Bin Md Sabri Source :
SIGNAL IMAGE AND VIDEO PROCESSING
DOI :
10.1007/s11760-023-02699-5
|
| 5. |
Navigating the landscape of concept-supported XAI: Challenges, innovations, and future directions
2024
Author(s) : Woo Chaw Seng, Aznul Qalid Bin Md Sabri Source :
MULTIMEDIA TOOLS AND APPLICATIONS
DOI :
10.1007/s11042-023-17666-y
|
| 6. |
Explainable deep learning approach for advanced persistent threats (APTs) detection in cybersecurity: a review
2024
Author(s) : Ainuddin Wahid Bin Abdul Wahab, Erma Rahayu Binti Mohd Faizal Abdullah, Aznul Qalid Bin Md Sabri Source :
ARTIFICIAL INTELLIGENCE REVIEW
DOI :
10.1007/s10462-024-10890-4
|
| 7. |
A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning
2024
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2024.3382140
|
| 8. |
A method to improve the prediction performance of cancer-gene association by screening negative training samples through gene network data
2024
Author(s) : Nor Aniza Binti Abdullah, Aznul Qalid Bin Md Sabri Source :
COMPUTATIONAL BIOLOGY AND CHEMISTRY
DOI :
10.1016/j.compbiolchem.2023.107997
|
| 9. |
Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning
2024
Author(s) : Aznul Qalid Bin Md Sabri Source :
Biomedical Signal Processing and Control
DOI :
10.1016/j.bspc.2023.105712
|
| 10. |
A method to improve the prediction performance of cancer-gene association by screening negative training samples through gene network data
2024
Author(s) : Nor Aniza Binti Abdullah, Aznul Qalid Bin Md Sabri Source :
Computational Biology and Chemistry
DOI :
10.1016/j.compbiolchem.2023.107997
|
| 11. |
Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data (vol 9, pg 97296, 2021)
2023
Author(s) : Sameem Binti Abdul Kareem, Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2023.3269309
|
| 12. |
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey
2023
Author(s) : Aznul Qalid Bin Md Sabri Source :
NEUROCOMPUTING
DOI :
10.1016/j.neucom.2023.126709
|
| 13. |
Warm-Starting for Improving the Novelty of Abstractive Summarization
2023
Author(s) : Norisma Binti Idris, Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2023.3322226
|
| 14. |
Review of Vision-Based Deep Learning Parking Slot Detection on Surround View Images
2023
Author(s) : Aznul Qalid Bin Md Sabri Source :
SENSORS
DOI :
10.3390/s23156869
|
| 15. |
A review on Deep Learning approaches for low-dose Computed Tomography restoration
2023
Source :
COMPLEX & INTELLIGENT SYSTEMS
DOI :
10.1007/s40747-021-00405-x
|
| 16. |
Deep reinforcement and transfer learning for abstractive text summarization: A review
2022
Author(s) : Norisma Binti Idris, Aznul Qalid Bin Md Sabri Source :
COMPUTER SPEECH AND LANGUAGE
DOI :
10.1016/j.csl.2021.101276
|
| 17. |
A review on self-adaptation approaches and techniques in medical image denoising algorithms
2022
Source :
MULTIMEDIA TOOLS AND APPLICATIONS
DOI :
10.1007/s11042-022-13511-w
|
| 18. |
Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space
2022
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2022.3205018
|
| 19. |
A Comparison Between Various Human Detectors and CNN-Based Feature Extractors for Human Activity Recognition via Aerial Captured Video Sequences
2022
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2022.3182315
|
| 20. |
Improved Reptile Search Optimization Algorithm Using Chaotic Map and Simulated Annealing for Feature Selection in Medical Field
2022
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2022.3174854
|
| 21. |
Feature Extension of Gut Microbiome Data for Deep Neural Network-Based Colorectal Cancer Classification
2021
Author(s) : Suresh Kumar A/l P Govind, Sameem Binti Abdul Kareem, Saharuddin Bin Mohamad, Aznul Qalid Bin Md Sabri, Chandramathi A/p Samudi @ Raju Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2021.3050838
|
| 22. |
A hybrid flood waste classification model using 3D-wavelet transform and support vector machines techniques
2021
Author(s) : Noorzaily Bin Mohamed Noor, Fazidah Binti Othman, Rafidah Binti Md Noor, Ismail Bin Ahmedy, Aznul Qalid Bin Md Sabri Source :
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING
DOI :
10.1007/s12652-020-02674-9
|
| 23. |
A hybridization strategy using equal and unequal clustering schemes to mitigate idle listening for lifetime maximization of wireless sensor network
2021
Author(s) : Rosli Bin Salleh, Mohd Yamani Idna Bin Idris, Ismail Bin Ahmedy, Aznul Qalid Bin Md Sabri Source :
WIRELESS NETWORKS
DOI :
10.1007/s11276-021-02608-z
|
| 24. |
Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data
2021
Author(s) : Sameem Binti Abdul Kareem, Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2021.3094529
|
| 25. |
A hybrid flood waste classification model using 3D-wavelet transform and support vector machines techniques
2021
Author(s) : Ismail Bin Ahmedy, Aznul Qalid Bin Md Sabri, Noorzaily Bin Mohamed Noor, Fazidah Binti Othman, Rafidah Binti Md Noor Source :
Journal of Ambient Intelligence and Humanized Computing
|
| 26. |
Autism spectrum self-stimulatory behaviours classification using explainable temporal coherency deep features and svm classifier
2021
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE Access
|
| 27. |
A hybridization strategy using equal and unequal clustering schemes to mitigate idle listening for lifetime maximization of wireless sensor network
2021
Author(s) : Ismail Bin Ahmedy, Mohd Yamani Idna Bin Idris, Rosli Bin Salleh, Aznul Qalid Bin Md Sabri Source :
Wireless Networks
|
| 28. |
Feature Extension of Gut Microbiome Data for Deep Neural Network Based Colorectal Cancer Classification
2021
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE Access
|
| 29. |
Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data,
2021
Author(s) : Sameem Binti Abdul Kareem, Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2021.3094529
|
| 30. |
COMPREHENSION OF LINKED LIST DIAGRAMS: THE EFFECTS ON CODE WRITING SKILLS
2021
Author(s) : Erma Rahayu Binti Mohd Faizal Abdullah, Aznul Qalid Bin Md Sabri, Chiam Yin Kia, Unaizah Hanum Binti Obaidellah Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
DOI :
10.22452/mjcs.vol34no2.5
|
| 31. |
Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data
2021
Author(s) : Aznul Qalid Bin Md Sabri, Sameem Binti Abdul Kareem Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2021.3094529.
|
| 32. |
Autism Spectrum Self-Stimulatory Behaviors Classification Using Explainable Temporal Coherency Deep Features and SVM Classifier
2021
Author(s) : Aznul Qalid Bin Md Sabri, Loo Chu Kiong Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2021.3061455
|
| 33. |
INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
DOI :
10.22452/mjcs.vol33no1.2
|
| 34. |
Autism Spectrum Disorder Classification in Videos: A Hybrid of Temporal Coherency Deep Networks and Self-organizing Dual Memory Approach
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
Lecture Notes in Electrical Engineering Information Science and Applications
|
| 35. |
Emotion Differentiation Based on Arousal Intensity Estimation from Facial Expressions
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
Lecture Notes in Electrical Engineering
|
| 36. |
Comprehension of Linked List Diagrams: The Effects on Code Writing Skills
2020
Author(s) : Aznul Qalid Bin Md Sabri, Chiam Yin Kia, Erma Rahayu Binti Mohd Faizal Abdullah, Unaizah Hanum Binti Obaidellah Source :
Malaysian Journal of Computer Science
|
| 37. |
High Performing Multimedia Transmission Approach Based on QoS Support and Admission Control Over IEEE 802.11e Networks
2020
Author(s) : Aznul Qalid Bin Md Sabri, Sri Devi A/p Ravana Source :
International Journal of Communication Systems
DOI :
10.1002/dac.4193
|
| 38. |
High performing multimedia transmission approach based on QoS support and admission control over IEEE 802.11e networks
2020
Author(s) : Sri Devi A/p Ravana, Aznul Qalid Bin Md Sabri Source :
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
DOI :
10.1002/dac.4193
|
| 39. |
INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
|
| 40. |
A Survey of Security Challenges, Attacks Taxonomy and Advanced Countermeasures in the Internet of Things
2020
Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2020.3037359
|
| 41. |
A Survey of Security Challenges, Attacks Taxonomy and Advanced Countermeasures in the Internet of Things
2020
Source :
IEEE Access
|
| 42. |
INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
|
| 43. |
A Survey of Security Challenges, Attacks Taxonomy and Advanced Countermeasures in the Internet of Things
2020
Author(s) : Aznul Qalid Bin Md Sabri Source :
IEEE ACCESS
|
| 44. |
Infrastructure based spectrum sensing scheme in VANET using reinforcement learning
2019
Author(s) : Aznul Qalid Bin Md Sabri Source :
VEHICULAR COMMUNICATIONS
|
| 45. |
Infrastructure based Spectrum Sensing Scheme in VANET using Reinforcement Learning
2019
Source :
Vehicular Communications
|
| 46. |
Infrastructure based spectrum sensing scheme in VANET using reinforcement learning
2019
Source :
VEHICULAR COMMUNICATIONS
|
| 47. |
Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models
2018
Author(s) : Aznul Qalid Bin Md Sabri, Ali Mohammed Mansoor Alsahag Source :
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
|
| 48. |
Image pattern recognition in big data: taxonomy and open challenges: survey
2018
Author(s) : Aznul Qalid Bin Md Sabri Source :
MULTIMEDIA TOOLS AND APPLICATIONS
|
| 49. |
SLAMM: Visual Monocular SLAM with continuous mapping using Multiple Maps
2018
Author(s) : Ngu Ik Tien Source :
PLOS ONE
DOI :
10.1371/journal.pone.0195878
|
| 50. |
SLAMM: Visual monocular SLAM with continuous mapping using multiple maps
2018
Author(s) : Aznul Qalid Bin Md Sabri, Loo Chu Kiong Source :
PLOS ONE
|
| 51. |
Image pattern recognition in big data: taxonomy and open challenges: survey
2018
Author(s) : Abdullah Bin Gani, Aznul Qalid Bin Md Sabri Source :
MULTIMEDIA TOOLS AND APPLICATIONS
|
| 52. |
A Joint Evaluation of Energy-Efficient Downlink Scheduling and Partial CQI Feedback for LTE Video Transmission
2018
Source :
WIRELESS PERSONAL COMMUNICATIONS
|
| 53. |
Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models
2018
Author(s) : Aznul Qalid Bin Md Sabri Source :
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
|
| 54. |
Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models
2018
Source :
Computational Intelligence and Neuroscience
DOI :
10.1155/2018/1639561
|
| 55. |
SLAMM: Visual monocular SLAM with continuous mapping using multiple maps
2018
Author(s) : Aznul Qalid Bin Md Sabri Source :
PLOS ONE
|
| 56. |
A Joint Evaluation of Energy-Efficient Downlink Scheduling and Partial CQI Feedback for LTE Video Transmission
2018
Author(s) : Aznul Qalid Bin Md Sabri Source :
WIRELESS PERSONAL COMMUNICATIONS
|
| 57. |
INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT
2018
Author(s) : Aznul Qalid Bin Md Sabri Source :
Malaysian Journal of Computer Science
|
| 58. |
SPATIO-TEMPORAL CO-OCCURRENCE CHARACTERIZATIONS FOR HUMAN ACTION CLASSIFICATION
2017
Author(s) : Aznul Qalid Bin Md Sabri Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
|
| 59. |
Metadata hiding for UAV video based on digital watermarking in DWT transform
2017
Author(s) : Aznul Qalid Bin Md Sabri Source :
MULTIMEDIA TOOLS AND APPLICATIONS
|
| 60. |
A Joint Evaluation of Energy-Efficient Downlink Scheduling and Partial CQI Feedback for LTE Video Transmission
2017
Author(s) : Ali Mohammed Mansoor Alsahag, Aznul Qalid Bin Md Sabri Source :
Wireless Personal Communications.
DOI :
10.1007/s11277-017-4863-2
|
| 61. |
HMM-based Arabic Handwritten Word Recognition via Zone Segmentation
2017
Author(s) : Aznul Qalid Bin Md Sabri Source :
International Journal of Advanced Intelligence Paradigms
|
| 62. |
Spatio-Temporal Co-Occurrence Characterizations for Human Action Classification
2017
Source :
Malaysian Journal of Computer Science
|
| 63. |
Metadata hiding for UAV video based on digital watermarking in DWT transform
2017
Author(s) : Erma Rahayu Binti Mohd Faizal Abdullah, Aznul Qalid Bin Md Sabri, Unaizah Hanum Binti Obaidellah Source :
MULTIMEDIA TOOLS AND APPLICATIONS
DOI :
10.1007/s11042-016-3906-0
|
| 64. |
Image Pattern Recognition in Big Data: Taxonomy and Open Challenges: Survey
2017
Author(s) : Aznul Qalid Bin Md Sabri, Amirrudin Bin Kamsin Source :
Multimedia Tools and Applications
|
| 65. |
SPATIO-TEMPORAL CO-OCCURRENCE CHARACTERIZATIONS FOR HUMAN ACTION CLASSIFICATION
2017
Author(s) : Aznul Qalid Bin Md Sabri Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
|
| 66. |
Automatic Rotation Recovery Algorithm for Accurate Digital Image and Video Watermarks Extraction
2016
Author(s) : Kumar A/l Seluakumaran, Wan Nur Asyiqin Binti Rasidi Source :
International Journal of Advanced Computer Science and Applications
DOI :
10.14569/issn.2156-5570
|
| 67. |
Metadata Hiding for UAV Video Based on Digital Watermarking in DWT Transform
2016
Author(s) : Aznul Qalid Bin Md Sabri, Unaizah Hanum Binti Obaidellah, Erma Rahayu Binti Mohd Faizal Abdullah Source :
Multimedia Tools and Applications
DOI :
10.1007/s11042-016-3906-0
|
PROCEEDING
| NO | DETAILS OF PROCEEDING |
|---|---|
| 1. |
A Virtual Mid-Line Formation Approach for Maintaining Vehicle s On-Road Position
2014
Author(s) : Aznul Qalid Bin Md Sabri |
| 2. |
Using Mutual Information to Construct Spatio Temporal Co-occurrence based Characterization for Human Action Classification
2014
Author(s) : Aznul Qalid Bin Md Sabri |
| 3. |
Caract'erisation spatio-temporelle des co-occurrences par ACP `a noyau pour la classification des actions humaines
2013
Author(s) : Aznul Qalid Bin Md Sabri |
| 4. |
Multi Spatio Temporal Co-occurrence Measures for Human Action Classification
2013
Author(s) : Aznul Qalid Bin Md Sabri |
| 5. |
Human Action Classification Using SURF Based Spatio-temporal Correlated Descriptors
2012
Author(s) : Aznul Qalid Bin Md Sabri |
RESEARCH PROJECT
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
Data And Platform Democratization Using Self-serve Intelligent Integrated Data Wrangling Sandbox And Platform For Organizational Big Data Adoption
|
|
end |
|
A Generalized Deep Learning Model For The Diagnosis, Prognosis And Recommendation Based On Categorization And Identification Of Gut Microbiome Related To Colorectal Cancer
Researcher(s) : Dr. Ram Gopal Raj, Associate Prof. Ts. Dr. Aznul Qalid Bin Md Sabri |
|
end |
|
Engagement Evaluation of Online Learners using Computer Vision via Non-Verbal Cues
Researcher(s) : Dr. Ram Gopal Raj |
|
end |
|
Development Of A Software To Predict Durability Of Rubber Products Under Fluctuating Loading
Researcher(s) : Professor Ir. Dr. Ang Bee Chin, Prof. Dr. Andri Andriyana |
|
end |
|
Deep Learning For Automated Characterization & Diagnosis Of Autism Spectrum Disorder (asd)
|
|
end |
|
Sahriah Chatbot Development
|
|
end |
|
Krispi:a Cognitive Conversational Agent For Industry 4.0
|
|
end |
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A Comprehensive Navigation And Exploration Framework Via Integration Of Multiple Sensors On A Micro Aerial Vehicle
|
|
end |
|
Sensors Modularity For Autonomous Micro Aerial Vehicle
|
|
end |
RESEARCH COLLABORATOR
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
A Generalized Deep Learning Model For The Diagnosis, Prognosis And Recommendation Based On Categorization And Identification Of Gut Microbiome Related To Colorectal Cancer
Researcher(s) : Dr. Ram Gopal Raj, Associate Prof. Ts. Dr. Aznul Qalid Bin Md Sabri |
|
end |
|
Optimization Of Biogas Production From Palm Oil Mill Effluent Using Machine Learning Techniques
|
|
end |
|
Diagnosis Of Hfmd Virus Using Optical Biosensor Based On Machine Learning (ml) Algorithms
|
|
end |
|
Enhancing Understanding Of Programming Concepts Through Physical Games
|
|
end |
|
Quran And Hadith Authentication Systems
|
|
end |