Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. MADYA DR. SHAHNORBANUN BINTI SAHRAN

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Seorang graduan Doktor Falsafah dalam bidang Sistem Kawalan Cerdas (Intelligent Control System) darpada University of Cardiff Wales pada tahun 2007. Mendapat bimbingan daripada seorang Guru yang hebat iaitu Prof Duc Truong Pham. Bidang yang beliau pilih ini adalah kesinambungan daripada Sarjana Sains dalam bidang Kualiti dan Produktiviti daripada Universiti Kebangsaan Malaysia pada tahun 1995. Di sini beliau mendapat bimbingan daripada seorang Guru yang hebat iaitu Prof Mokhtar Abdullah. Pada tahun 1994, beliau diijazahkan sarjana Muda sains untuk Statistik daripada Universiti Kebangsaan Malaysia. Beliau mula berkhidmat di Universiti Kebangsaan Malaysia pada tahun 1997 sehingga kini. Beliau pernah menjawat jawatan Pengerusi Pusat Penyelidikan Teknologi Kecerdasan Buatan (CAIT) dari tahun 2013-2019.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
MANUFACTURING ENGINEERING , Doktor Falsafah , CARDIFF UNIVERSITY, UNITED KINGDOM , 2007
KUALITI DAN PRODUKTIVITI , Sarjana , UKM , 1995
STATISTIK , Sarjana Muda , UKM , 1994
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Noor Atika Azit, Shahnorbanun Sahran , Voon Meng Leow , Maniseka Subramaniam, Suryati Mokhtar, Azmawati Mohammed Nawi.  (2022).  Prediction Of Hepatocellular Carcinoma Risk In Patients With Type-2 Diabetes Using Supervised Machine Learning Classification Model.  - Heliyon.  1-11. 
Xuanzhi Liao, Shahnorbanun Sahran, Azizi Abdullah And Syaimak Abdul Shukor.  (2022).  Adacb: An Adaptive Gradient Method With Convergence Range Bound Of Learning Rate.  - Applied Sciences.  9389-9404. 
Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Dheeb Albashish, Shidrokh Goudarzi, Shantini Arasaratnam.  (2022).  An Improved Ensemble Pruning For Mammogram Classification Using Modified Bees Algorithm.  - Neural Computing And Applications.  10093-10116. 
Ayat Alrosan, Waleed Alomoush, Mohammed Alswaitti, Khalid Alissa, Shahnorbanun Sahran, Sharif Naser Makhadmeh And Kamal Alieyan.  (2021).  Automatic Data Clustering Based Mean Best Artificial Bee Colony Algorithm.  - Cmc-computers, Materials & Continua.  1575-1593. 
Noor Atika Aziti, Shahnorbanun Sahran, Leow Voon Meng, Manisekar Subramaniam, Suryati Mokhtar, Azmawati Mohammed Naw.  (2021).  Risk Factors Of Hepatocellular Carcinoma In Type 2 Diabetes Patients: A Two-centre Study In A Developing Country.  - Plos One.  1-20. 
Md. Mokhlesur Rahman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed.  (2021).  Enhancement Of An Optimized Key For Database Sanitization To Ensure The Security And Privacy Of An Autism Dataset.  - Symmetry.  1-21. 
Dheeb Albashih, Abdelaziz I.hammouri, Malik Braik, Jaffar Atwan, Shahnorbanun Sahran.  (2020).  Binary Biogeography-based Optimization Based Svm-rfe For Feature Selection.  - Applied Soft Computing.  1-21. 
Shahnorbanun Sahrana, Dheeb Albashishb, Azizi Abdullaha, Nordashima Abd Shukorc, Suria Hayati Md Pauzi.  (2018).  Absolute Cosine-based Svm-rfe Feature Selection Method For Prostate Histopathological Grading.  - Artificial Intelligence In Medicine. 
Feybi Ariani Goni, Abdoulmohammad Gholamzadeh Chofreh, Muriati Mukhtar, Shahnorbanun Sahran, Syaimak Abdul Shukor, Jiri Jaromir Kelemes.  (2017).  Strategic Alignment Between Sustainability And Information Systems: A Case Analysis In Malaysian Public Higher Education Institutions.  - Journal Of Cleaner Production.  263-270. 
Wasim A. Hussein; Shahnorbanun Sahran; Siti Norul Huda Sheikh Abdullah.  (2016).  A Fast Scheme For Multilevel Thresholding Based On A Modified Bees Algorithm.  - Knowledge-based Systems.  114-134. 
Wasim Abdulqawi Hussein, Shahnorbanun Sahran & Siti Norul Huda Sheikh Abdullah.  (2016).  The Variants Of The Bees Algorithm (ba): A Survey.  - Artificial Intelligence Review.  1-55. 
Wassim A. Hussein, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah.  (2014).  Patch-levy-based Initialization Algorithm For Bees Algorithm.  - Applied Soft Computing.  23(2014):104-121. 

Penerbitan WOS

Noor Atika Azit, Shahnorbanun Sahran, Leow Voon Meng , Manisekar K. Subramaniam, Suryati Mokhtar, Azmawati Mohammed Nawi.  (2022).  The Survival Outcomes And Prognostic Factors Of Hepatocellular Carcinoma Among Type 2 Diabetes Patients A Two-centre Retrospective Cohort Study.  - Turkish Journal Of Medical Sciences.  1580-1590. 
Amjed Basil Abdulkareem, Nor Samsiah Sani, Shahnorbanun Sahran, Zaid Abdi Alkareem Alyessari, Afzan Adam, Abdul Hadi Abd Rahman, Abdulkarem Basil Abdulkarem.  (2021).  Predicting Covid-19 Based On Environmental Factors With Machine Learning.  - Intelligent Automation And Soft Computing.  305-320. 
Shahnorbanun Sahran.  (2021).  The Utility Of Artificial Intelligence In Diagnostic Pathology.  - Malaysia Journal Of Pathology.  115. 
Afzan Adam, Shahnorbanun Sahran, Siti Nurul Huda Sheikh Abdullah, Goh Jee Yuan, Suria Hayati Md Pauzi, Nordashima Abd Shukor.  (2021).  The User Interface Evaluation Of Integrated Cancer Diagnosing System.  - Malaysian Journal Of Pathology.  137. 
Md. Mokhlesur Rahman, Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed And Rogayah A Razak.  (2020).  A Review Of Machine Learning Methods Of Feature Selection And Classification For Autism Spectrum Disorder.  - Brain Sciences.  1-22. 
Farah Aqilah Bohani, Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Khairuddin Omar, Shahnorbanun Sahran, Rizuana Iqbal Hussain, Syaza Sharis.  (2019).  Multilevel Thresholding Of Brain Tumor Mri Images: Patch-levy Bees Algorithm Versus Harmony Search Algorithm.  - International Journal Of Electrical And Computer Engineering Systems.  45-57. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Mohammed Alwesha, Afzan Adam.  (2018).  A Hierarchical Classifier For Multiclass Prostate Histopathology Image Gleason Grading.  - Journal Of Information And Communication Technology. 
Wasim A. Hussein, Siti Norul Huda Sheikh Abdullah, And Shahnorbanun Sahran.  (2017).  The Patch-levy-based Bees Algorithm Applied To Dynamic Optimization Problems.  - Discrete Dynamics In Nature And Society.  1-27. 
Mohammed Omar Salameh, Azizi Abdullah And Shahnorbanun Sahran.  (2017).  Ensemble Of Bayesian Filters For Loop Closure Detection.  - Pertanika Journal Of Science & Technology.  235-242. 
Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Rizuana Iqbal Hussain, Fuad Ismail.  (2017).  An Accurate Rejection Model For False Positive Reduction Of Mass Localization In Mammogram.  - Pertanika Journal Of Science & Technology.  49-62. 
Siti Norul Huda Sheikh Abdullah, Farah Aqilah Bohani, Baher H. Nayef, Shahnorbanun Sahran, Omar Al Akash, Rizuana Iqbal Hussain, And Fuad Ismail.  (2016).  Round Randomized Learning Vector Quantization For Brain Tumor Imaging.  - Computational And Mathematical Methods In Medicine.  Article ID 8603609. 
Emami, M.s., Omar, K., Sahran, S., Abdullah, S.n.h.s.  (2014).  A Real-time Ownership Identification Approach For Semi-blind Invisible Watermarking Using Statistical Information Of Watermark Bit Stream..  - Advanced Science Letter.  473-476. 

Penerbitan SCOPUS/ERA

Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Dheeb Albashish, Shidrokh Goudarzi, Shantini Arasaratnam.  (2022).  An Improved Ensemble Pruning For Mammogram Classification Using Modified Bees Algorithm.  - Neural Computing And Applications.  10093-10116. 
Noor Atika Azit, Shahnorbanun Sahran , Voon Meng Leow , Maniseka Subramaniam, Suryati Mokhtar, Azmawati Mohammed Nawi.  (2022).  Prediction Of Hepatocellular Carcinoma Risk In Patients With Type-2 Diabetes Using Supervised Machine Learning Classification Model.  - Heliyon.  1-11. 
Xuanzhi Liao, Shahnorbanun Sahran, Azizi Abdullah And Syaimak Abdul Shukor.  (2022).  Adacb: An Adaptive Gradient Method With Convergence Range Bound Of Learning Rate.  - Applied Sciences.  9389-9404. 
Noor Atika Azit, Shahnorbanun Sahran, Leow Voon Meng , Manisekar K. Subramaniam, Suryati Mokhtar, Azmawati Mohammed Nawi.  (2022).  The Survival Outcomes And Prognostic Factors Of Hepatocellular Carcinoma Among Type 2 Diabetes Patients A Two-centre Retrospective Cohort Study.  - Turkish Journal Of Medical Sciences.  1580-1590. 
Md. Mokhlesur Rahman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed.  (2021).  Enhancement Of An Optimized Key For Database Sanitization To Ensure The Security And Privacy Of An Autism Dataset.  - Symmetry.  1-21. 
Shahnorbanun Sahran.  (2021).  The Utility Of Artificial Intelligence In Diagnostic Pathology.  - Malaysia Journal Of Pathology.  115. 
Noor Atika Aziti, Shahnorbanun Sahran, Leow Voon Meng, Manisekar Subramaniam, Suryati Mokhtar, Azmawati Mohammed Naw.  (2021).  Risk Factors Of Hepatocellular Carcinoma In Type 2 Diabetes Patients: A Two-centre Study In A Developing Country.  - Plos One.  1-20. 
Ayat Alrosan, Waleed Alomoush, Mohammed Alswaitti, Khalid Alissa, Shahnorbanun Sahran, Sharif Naser Makhadmeh And Kamal Alieyan.  (2021).  Automatic Data Clustering Based Mean Best Artificial Bee Colony Algorithm.  - Cmc-computers, Materials & Continua.  1575-1593. 
Afzan Adam, Shahnorbanun Sahran, Siti Nurul Huda Sheikh Abdullah, Goh Jee Yuan, Suria Hayati Md Pauzi, Nordashima Abd Shukor.  (2021).  The User Interface Evaluation Of Integrated Cancer Diagnosing System.  - Malaysian Journal Of Pathology.  137. 
Amjed Basil Abdulkareem, Nor Samsiah Sani, Shahnorbanun Sahran, Zaid Abdi Alkareem Alyessari, Afzan Adam, Abdul Hadi Abd Rahman, Abdulkarem Basil Abdulkarem.  (2021).  Predicting Covid-19 Based On Environmental Factors With Machine Learning.  - Intelligent Automation And Soft Computing.  305-320. 
Dheeb Albashih, Abdelaziz I.hammouri, Malik Braik, Jaffar Atwan, Shahnorbanun Sahran.  (2020).  Binary Biogeography-based Optimization Based Svm-rfe For Feature Selection.  - Applied Soft Computing.  1-21. 
Xuanzhi Liao, Shahnorbanun Sahran And Syaimak Abdul Shukor.  (2020).  An Experimental Study Of Vehicle Detection On Aerial Imagery Using Deep Learning-based Detection Approaches.  - Journal Of Physics: Conference Series.  1-8. 
Md. Mokhlesur Rahman, Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed And Rogayah A Razak.  (2020).  A Review Of Machine Learning Methods Of Feature Selection And Classification For Autism Spectrum Disorder.  - Brain Sciences.  1-22. 
Vahideh Naderifar, Zarina Shukur, Shahnorbanun Sahran.  (2019).  A Review On Conformance Checking Technique For The Evaluation Of Process Mining Algorithms.  - Tem Journal.  1232-1241. 
Vahideh Naderifar, Zarina Shukur, Shahnorbanun Sahran.  (2019).  Distributed Learning Automata Approach For Workflow Mining: Discovering Process Model Using Condensate Drops Method.  - Journal Of Computer Science.  1694-1709. 
Farah Aqilah Bohani, Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Khairuddin Omar, Shahnorbanun Sahran, Rizuana Iqbal Hussain, Syaza Sharis.  (2019).  Multilevel Thresholding Of Brain Tumor Mri Images: Patch-levy Bees Algorithm Versus Harmony Search Algorithm.  - International Journal Of Electrical And Computer Engineering Systems.  45-57. 
Nor Samsiah Sani, Mariah Abdul Rahman, Azuraliza Abu Bakar, Shahnorbanun Sahran, Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Nor Samsiah Sani, Illa Iza Suhana Shamsuddin, Shahnorbanun Sahran, Abdul Hadi Abd Rahman, Ereena Nadjimin Muzaffar.  (2018).  Redefining Selection Of Features And Classification Algorithms For Room Occupancy Detection.  - International Journal On Advanced Science, Engineering And Information Technology. 
Abdullah Almasri, Shahnorbanun Sahran, Eiad Yafi.  (2018).  Spike Response Function Weight And Delay Updating Strategy Using Delay Rules.  - International Journal Of Engineering & Technology.  173-177. 
Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah , Shahnorbanun Sahran, Dheeb Albashish, Rizuana Iqbal Hussain, Shantini Arasaratnam.  (2018).  Heterogeneous Ensemble Pruning Based On Bee Algorithm For Mammogram Classification.  - International Journal Of Advanced Computer Science And Applications. 
Nor Samsiah Sani , Mariah Abdul Rahman , Azuraliza Abu Bakar , Shahnorbanun Sahran , Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Shahnorbanun Sahrana, Dheeb Albashishb, Azizi Abdullaha, Nordashima Abd Shukorc, Suria Hayati Md Pauzi.  (2018).  Absolute Cosine-based Svm-rfe Feature Selection Method For Prostate Histopathological Grading.  - Artificial Intelligence In Medicine. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Mohammed Alwesha, Afzan Adam.  (2018).  A Hierarchical Classifier For Multiclass Prostate Histopathology Image Gleason Grading.  - Journal Of Information And Communication Technology. 
Mohammed Salameh, Azizi Abdullah, Shahnorbanun Sahran.  (2018).  Multiple Descriptors For Visual Odometry Trajectory Estimation.  - International Journal On Advanced Science, Engineering And Information Technology. 
Wan Noor Aziezan Baharuddin, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Ashwaq Qasem, Rizuana Iqbal Hussain, Azizi Abdullah.  (2018).  Breast Tissue Classification Via Interval Type 2 Fuzzy Logic Based Rough Set.  - International Journal On Advanced Science, Engineering And Information Technology. 
Wasim A. Hussein, Siti Norul Huda Sheikh Abdullah, And Shahnorbanun Sahran.  (2017).  The Patch-levy-based Bees Algorithm Applied To Dynamic Optimization Problems.  - Discrete Dynamics In Nature And Society.  1-27. 
Mohammed Omar Salameh, Azizi Abdullah And Shahnorbanun Sahran.  (2017).  Ensemble Of Bayesian Filters For Loop Closure Detection.  - Pertanika Journal Of Science & Technology.  235-242. 
Moaath Shatnawi, Mohammad Faidzul Nasrudin, Shahnorbanun Sahran.  (2017).  A New Initialization Technique In Polar Coordinates For Particle Swarm Optimization And Polar Pso.  - International Journal On Advanced Science, Engineering And Information Technology.  242-249. 
Feybi Ariani Goni, Abdoulmohammad Gholamzadeh Chofreh, Muriati Mukhtar, Shahnorbanun Sahran, Syaimak Abdul Shukor, Jiri Jaromir Kelemes.  (2017).  Strategic Alignment Between Sustainability And Information Systems: A Case Analysis In Malaysian Public Higher Education Institutions.  - Journal Of Cleaner Production.  263-270. 
Ashwaq Qasem, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Rizuana Iqbal Hussain, Fuad Ismail.  (2017).  An Accurate Rejection Model For False Positive Reduction Of Mass Localization In Mammogram.  - Pertanika Journal Of Science & Technology.  49-62. 
Moaath Shatnawi, Mohammad Faidzul Nasrudin And Shahnorbanun Sahran.  (2017).  Particles Initialization Of The Polar Particle Swarm Optimizer (polar Pso) Algorithm In Polar Coordinates.  - International Journal Of Soft Computing.  228-235. 
Wasim Abdulqawi Hussein, Shahnorbanun Sahran & Siti Norul Huda Sheikh Abdullah.  (2016).  The Variants Of The Bees Algorithm (ba): A Survey.  - Artificial Intelligence Review.  1-55. 
Siti Norul Huda Sheikh Abdullah, Farah Aqilah Bohani, Baher H. Nayef, Shahnorbanun Sahran, Omar Al Akash, Rizuana Iqbal Hussain, And Fuad Ismail.  (2016).  Round Randomized Learning Vector Quantization For Brain Tumor Imaging.  - Computational And Mathematical Methods In Medicine.  Article ID 8603609. 
Marzieh Mogharrebi, Shahnorbanun Sahran, Ang Mei Choo, Anton Satria Prabuwono.  (2016).  Vision Based Inspection System For Missing Footprint Detection On Printed Circuit Boards.  - Journal Of Theoretical And Applied Information Technology.  10-18. 
Iman Seyedi, Soodabeh Mirzazadeh, Aref Maleki Daronkolaei, Muriati Mukhtar, Shahnorbanun Sahran.  (2016).  An Inventory Model With Reworking And Setup Time To Consider Effect Of Inflation And Time Value Of Money.  - Journal Of Engineering Science And Technology.  416-430. 
Ali Taei Zadeh, Muriati Mukhtar, Shahnorbanun Sahran, Zahra Lotfi.  (2016).  Automated Service Identification Framework (asif).  - Journal Of Theoretical And Applied Information Technology.  451-464. 
Ali Taei Zadeh, Shahnorbanun Sahran, Muriati Mukhtar.  (2016).  Automated Service Identification Methods: A Review.  - International Journal On Advanced Science, Engineering And Information Technology.  1053-1059. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Nordashima Abd Shukor, Suria Pauzi.  (2016).  Ensemble Learning Of Tissue Components For Prostate Histopathology Image Grading.  - International Journal On Advanced Science Engineering Information Technology.  1134-1140. 
Wasim A. Hussein; Shahnorbanun Sahran; Siti Norul Huda Sheikh Abdullah.  (2016).  A Fast Scheme For Multilevel Thresholding Based On A Modified Bees Algorithm.  - Knowledge-based Systems.  114-134. 
Feybi Ariani Goni, Syaimak Abdul Shukor, Muriati Mukhtar, And Shahnorbanun Sahran.  (2015).  Environmental Sustainability: Research Growth And Trends.  - Advanced Science Letters.  192-195. 
Zahra Lotfi, Muriati Mukhtar, Shahnorbanun Sahran.  (2015).  Instrument Development For Supply Chain Integration And Product Quality Relationship In Automotive Industry.  - Journal Of Applied Sciences.  58-68. 
Waleed Alomoush, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Rizuana Iqbal Hussain.  (2014).  Mri Brain Segmentation Via Hybrid Firefly Search Algorithm.  - Journal Of Theoretical And Applied Information Technology.  61(1):73-90. 
Emami, M.s., Omar, K., Sahran, S., Abdullah, S.n.h.s..  (2014).  A Study On The Resiliency Of Spatial Domain Watermarking Techniques To Geometric Attacks Using Approximation Perspective Versus Direct Correlation View..  - Advanced Science Letters.  510-513. 
Emami, M.s., Omar, K., Sahran, S., Abdullah, S.n.h.s.  (2014).  A Real-time Ownership Identification Approach For Semi-blind Invisible Watermarking Using Statistical Information Of Watermark Bit Stream..  - Advanced Science Letter.  473-476. 
Mir Shahriar Emami, Khairuddin Omar, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah.  (2014).  Spatial Domain Approaches For Real Time Ownership Identification.  - Journal Of Advances In Information Technology.  1-4. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah And Shahnorbanun Sahran.  (2014).  Adaptive Image Thresholding Based On The Peak Signal-to-noise Ratio.  - Research Journal Of Applied Sciences, Engineering And Technology.  1104-1116. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah And Shahnorbanun Sahran.  (2014).  Adaptive Image Thresholding Based On The Peak Signal-to-noise Ration.  - Research Journal Of Applied Sciences, Engineering And Technology.  1104-1116. 
Iman Seyedi, Aref Maleki-daronkolaei, Muriati Mukhtar, Shahnorbanun Sahran.  (2014).  Evaluation Of Managers` Attitude Toward Effects Of Targeted Subsidy:a Case Study.  - Journal Of Applied Sciences.  3122-3130. 
Masoomeh Zeinalnezhad, Muriati Mukhtar And Shahnorbanun Sahran.  (2014).  An Investigation Of Lead Benchmarking Implementation: A Comparison Of Small/medium Enterprises And Large Companies.  - Benchmarking.  121-145. 
Wassim A. Hussein, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah.  (2014).  Patch-levy-based Initialization Algorithm For Bees Algorithm.  - Applied Soft Computing.  23(2014):104-121. 
Waleed Khamees Alomoush, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Rizuana Iqbal Hussain.  (2014).  Segmentation Of Mri Brain Images Using Fcm Improved By Firefly Algorithms.  - Journal Of Applied Sciences.  14(1):66-71. 
Abdullah Al Masri, Shahnorbanun Sahran.  (2014).  Time Window, Spike Time And Threshold Boundary For Spiking Neural Network Applications.  - Journal Of Applied Sciences.  317-324. 
Baher H. Nayef, Siti Norul Huda Sheikh Abdullah, Rizuana Iqbal Hussain, Shahnorbanun Sahran, Abdullah H. Almasri.  (2014).  Brain Images Application And Supervised Learning Algorithms: A Review.  - Journal Of Medical Sciences.  14(3):108-122. 
Emami M.s., Omar K., Sahran S., Abdullah S.n.h.s..  (2014).  A Real-time Ownership Identification Approach For Semi-blind Invisible Watermarking Using Statistical Information Of Watermark Bit Stream.  - Advanced Science Letters.  473-476. 
Emami M.s., Omar K., Sahran S., Abdullah S.n.h.s..  (2014).  A Study On The Resiliency Of Spatial Domain Watermarking Techniques To Geometric Attacks Using Approximation Perspective Versus Direct Correlation View.  - Advanced Science Letters.  510-513. 
Nahlah Shatnawi, Mohammad Faidzul, Shahnorbanun Sahran.  (2013).  Optimization Of Multilevel Image Thresholding Using The Bees Algorithm.  - Journal Of Applied Sciences.  13(3):458-464. 
Zahra Lotfi, Fariza Hanum Md Nasaruddin, Shahnorbanun Sahran, Muriati Mukhtar.  (2013).  Collaborative E-learning Tool For Secondary Schools.  - Journal Of Applied Sciences.  13(1):22-35. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran.  (2013).  Peak Signal-to-noise Ratio Based On Threshold Method For Image Segmentation.  - Journal Of Applied And Theoretical Information Technology.  57(2):158-168. 
Zahra Lotfi, Shahnorbanun Sahran, Muriati Mukhtar.  (2013).  A Product Quality-supply Chain Integration Framework.  - Journal Of Applied Sciences.  13(1):36-48. 
Nahlah Shatnawi, Shahnorbanun Sahran, Mohammad Faidzul.  (2013).  A Memory-based Bees Algorithm: An Enhancement.  - Journal Of Applied Sciences.  13(3):497-502. 
Ali Taei Zadeh, Muriati Mukhtar, Shahnorbanun Sahran.  (2013).  Infrastructural Phases Of Automated Service Identification Framework (asif).  - Journal Of Theoretical And Applied Information Technology.  56(2):167-175. 
Feybi Ariani Goni, Abdoulmohammad Gholamzadeh Chofreh, Muriati Mukhtar, Shahnorbanun Sahran, Syaimak Abdul Shukor.  (2012).  Segments And Elements Influenced On Erp System Implementation.  - Australian Journal Of Basic And Applied Sciences.  6(10):209-221. 
Ali Taei Zadeh, Muriati Mukhtar, Shahnorbanun Sahran, Mr Khabbazi.  (2012).  A Systematic Input Selection For Service Identification In Smes.  - Journal Of Applied Sciences.  12(12):1232-1244. 
Ali Taei Zadeh, Muriati Mukhtar And Shahnorbanun Sahran.  (2012).  A Comparative Study Of Enterprise Resource Planning Vs Service Oriented Architecture In Small Medium Enterprises.  - Journal Of Computer Science.  8(8):1389-1396, 2012. 
A. H. Pratomo, A. S. Prabuwono, S. N. H. S. Abdullah, M. S. Zakaria, M. F. Nasrudin, K. Omar, S. Sahran And M. J. Nordin.  (2011).  The Development Of Ball Control Techniques For Robot Soccer Based On Predefined Scenarios.  - Journal Of Applied Sciences.  11(1):111-117. 
Awang Hendrianto Pratomo, Anton Satria Prabuwono, Mohd. Shanudin Zakaria, Khairuddin Omar, Md. Jan Nordin, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah And Anton Heryanto.  (2010).  Position And Obstacle Avoidance Algorithm In Robot Soccer.  - Journal Of Computer Science.  6(2):173-179. 

Prosiding Terindeks

Wan Noor Aziezan Baharuddin , Siti Norul Huda Sheikh Abdullah , Shahnorbanun Sahran, Ashwaq Qasem, And Azizi Bin Abdullah, Rizuana Iqbal, Fuad Ismail.  (2016).  Type 2 Fuzzy Logic For Mammogram Breast Tissue Classification.  - 2016 International Conference On Industrial Informatics And Computer Systems (ciics). 
Kahwaji A., Arshad H., Sahran S., Garba A.g., Hussain R.i..  (2016).  Hexagonal Microstrip Antenna Simulation For Breast Cancer Detection.  - 2016 International Conference On Industrial Informatics And Computer Systems, Ciics 2016.  1-4. 
Mohammed Omar Salameh ; Azizi Abdullah ; Shahnorbanun Sahran.  (2016).  Ensemble Of Vector And Binary Descriptor For Loop Closure Detection.  - The 4th International Conference On Robot Intelligence Technology And Applications, Bucheon South Korea.  329-340. 
Suri Mawarne Kaidar, Rizuana Iqbal Hussain, Farah Aqilah Bohani, Shahnorbanun Sahran, Nurnaima Binti Zainuddin, Fuad Ismail, Jegan Thanabalan, Ganesh Kalimuthu, And Siti Norul Huda Sheikh Abdullah.  (2013).  Brain Tumor Treatment Advisory System.  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Shahrul Azman Noah, Azizi Abdullah, Haslina Arshad, Azuraliza Abu Bakar, Zulaiha Ali Othman, Shahnorbanum Sahran, Nazlia Omar, Zalinda Othman.  (2013).  Soft Computing Applications And Intelligent Systems : Communications In Computer And Information Science (ccis).  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Wasim A. Hussein, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah.  (2013).  A New Initialization Algorithm For Bees Algorithm.  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Baher H Nayef, Rizuana Iqbal Hussain, Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah.  (2013).  Brain Imaging Classification Based On Learning Vector Quantization.  - 1st International Conference On Communications, Signal Processing, And Their Applications (iccspa) 2013. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran.  (2011).  Comparison Single Thresholding Method For Handwritten Images Segmentation.  - 2011 International Conference On Pattern Analysis And Intelligent Robotics (icpair). 
Masoomeh Zeinalnezhad, Shahnorbanun Sahran And Muriati Mukhtar.  (2011).  Management Of Industrial Clusters: A Focus On Smes.  - 2nd International Conference On Manufacturing Science And Engineering, Icmse 2011;guilin (advanced Materials Research). 
Nor Hanisah Zainal Abidin, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Farshid Pirahansiah.  (2011).  License Plate Recognition With Multi-threshold Based On Entropy.  - 2011 International Conference On Electrical Engineering And Informatics, Iceei 2011; Bandung. 
Amir Hossein Aghamohammadi, Anton Satria Prabuwono, Shahnorbanun Sahran, Marzieh Mogharrebi,.  (2011).  Solar Cell Panel Crack Detection Using Particle Swarm Optimization Algorithm.  - 2011 International Conference On Pattern Analysis And Intelligent Robotics (icpair). 
F. Pirahansiah, S. N. H. S. Abdullah, S. Sahran.  (2010).  Adaptive Image Segmentation Based On Peak Signal To Noise Ratio For A License Plate Recognition System.  - International Conference On Computer Applications And Industrial Electronics (iccaie 2010). 
Haslina Arshad, Jaslinda Jamal, Shahnorbanun Sahran.  (2010).  Teaching Robot Kinematic In A Virtual Environment.  - World Congress On Engineering And Computer Science 2010. 
Shahnorbanun Sahran,siti Nurul Huda Sheikh Abdullah , Haslina Arshad ,nazlia Omar, And Rosilah Hassan.  (2010).  A Computational Biological Network For Wood Defect Classification.  - World Congress On Engineering And Computer Science 2010. 
Masoomeh Zeinalnzehad, Shahnorbanun Sahran, Muriati Mukhtar.  (2010).  Benchmarking Implementation And Cluster Approach In Manufacturing Smes: A Review.  - Advanced Materials Research. 
Shahnorbanun Sahran, Feybi Ariani Goni, Muriati Mukhtar.  (2010).  Erp Implementation Challenges In Small And Medium Enterprise: A Framework And Case Study.  - 2010 International Conference On Manufacturing Engineering And Automation, Icmea2010; Guangzhou(advanced Materials Research). 
Abdullah S.n.h.s., Omar K., Sahran S., Khalid M..  (2009).  License Plate Recognition Based On Support Vector Machine.  - Proceedings Of The 2009 International Conference On Electrical Engineering And Informatics, Iceei 2009. 

Buku Penyelidikan

Farshid Pirahansiah, Shahnorbanun Sahran, And Siti Norul Huda Sheikh Abdullah.  (2022).  Control Engineering In Robotics And Industrial Automation.  - 18. 
Syaimak Abdul Shukor, Feybi Ariani Goni, Shahnorbanun Sahran, Muriati Mukhtar.  (2021).  Kampus Digital: Ke Arah Kampus Yang Lestari.  - 17. 
Mansour Esmaeilpour, Shahnorbanun Sahran, Zarina Shukur.  (2021).  Cadar: A Knowledge Analysis Application Using Cellular Learning Automata And Distributed Learning Automata.  - 113. 
Shahnorbanun Sahran, Ashwaq Qasem, Khairuddin Omar, Dheeb Albashih, Afzan Adam, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Rizuana Iqbal Hussain, Fuad Ismail, Norlia Abdullah, Suria Hayati Md Pauzi, Nurdashima Abd Shukor.  (2018).  Breast Cancer And Surgery.  - 19. 
Afzan Adam & Shahnorbanun Sahran.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 8. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah & Shahnorbanun Sahran.  (2017).  Computational Intelligence For Data Science Application.  - 7. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Anton Satria Prabuwono.  (2013).  Pengecaman Pola Teori Dan Aplikasi.  - 327. 
Siti Norul Huda Sheikh Abdullah, Khairuddin Omar, Abdul Sahli Fakharudin, Noorashikin Mustafa, Remon Redika, Muhammad Faidzul Nasruddin, Shahnorbanun Sahran.  (2013).  Pengecaman Pola Teori Dan Aplikasi.  - 1:35-129. 
Suri Mawarne Kaidar, Rizuana Iqbal Hussain, Farah Aqilah Bohani, Shahnorbanun Sahran, Nurnaima Binti Zainuddin, Fuad Ismail, Jegan Thanabalan, Ganesh Kalimuthu, Siti Norul Huda Sheikh Abdullah.  (2013).  Soft Computing Applications And Intelligent Systems.  - 78-88. 

Bab Dalam Buku

Farshid Pirahansiah, Shahnorbanun Sahran, And Siti Norul Huda Sheikh Abdullah.  (2022).  Control Engineering In Robotics And Industrial Automation.  - 18. 
Syaimak Abdul Shukor, Feybi Ariani Goni, Shahnorbanun Sahran, Muriati Mukhtar.  (2021).  Kampus Digital: Ke Arah Kampus Yang Lestari.  - 17. 
Shahnorbanun Sahran, Ashwaq Qasem, Khairuddin Omar, Dheeb Albashih, Afzan Adam, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Rizuana Iqbal Hussain, Fuad Ismail, Norlia Abdullah, Suria Hayati Md Pauzi, Nurdashima Abd Shukor.  (2018).  Breast Cancer And Surgery.  - 19. 
Afzan Adam & Shahnorbanun Sahran.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 8. 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah & Shahnorbanun Sahran.  (2017).  Computational Intelligence For Data Science Application.  - 7. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Siti Norul Huda Sheikh Abdullah, Khairuddin Omar, Abdul Sahli Fakharudin, Noorashikin Mustafa, Remon Redika, Muhammad Faidzul Nasruddin, Shahnorbanun Sahran.  (2013).  Pengecaman Pola Teori Dan Aplikasi.  - 1:35-129. 
Suri Mawarne Kaidar, Rizuana Iqbal Hussain, Farah Aqilah Bohani, Shahnorbanun Sahran, Nurnaima Binti Zainuddin, Fuad Ismail, Jegan Thanabalan, Ganesh Kalimuthu, Siti Norul Huda Sheikh Abdullah.  (2013).  Soft Computing Applications And Intelligent Systems.  - 78-88. 

Penulisan Dalam Bahasa Melayu

Mansour Esmaeilpour, Shahnorbanun Sahran, Zarina Shukur.  (2021).  Cadar: A Knowledge Analysis Application Using Cellular Learning Automata And Distributed Learning Automata.  - 113. 
Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Anton Satria Prabuwono.  (2013).  Pengecaman Pola Teori Dan Aplikasi.  - 327. 

Penerbitan Lain-lain

Afzan Adam, Shahnorbanun Sahran, Siti Nurul Huda Sheikh Abdullah, Goh Jee Yuan, Suria Hayati Md Pauzi, Nordashima Abd Shukor.  (2021).  The User Interface Evaluation Of Integrated Cancer Diagnosing System.  - International Congress Of Pathology & Laboratory Medicine.  1. 
Rosilah Binti Hassan;kamsuriah Binti Ahmad;shahnorbanun Binti Sahran;nor Effendy Bin Othman;dahlila Putri Binti Dahnil Sikumbang;azana Hafizah Binti Mohd Aman.  (2021).  A New Quality Of Service (qos) Scheme To Enhance The Performance Of The Audio/video (av) For Real-time Streams Of Wireless Local Area Network.  -
Cheah Yen Hong, Shahnorbanun Sahran.  (2020).  Pengesanan Dan Pengelasan Ketulan Untuk Mamogram Mengunakan Pembelajaran Mendalam.  - 1-11. 
Leu Zhi Yi, Shahnorbanun Sahran.  (2020).  Jenis Penapis Terhadap Rangkaian Pemdalaman Neural Konvolusional Bagi Imej Super Resolusi.  - Pta-ftsm-2020-154.  1-14. 
Chia Siok Teng, Ma Jee Meng & Shahnorbanun Sahran.  (2019).  Configuration On Forcepoint Dlp Policy And Upgrade The Server.  - Li-ftsm-2019-002. 
Zarina Binti Shukur;ibrahim Bin Mohamed;shahnorbanun Binti Sahran;ravie Chandren A/l Muniyandi.  (2019).  Process Mining Algorithm Based On The Learning Automata Families For Detecting Anomalous Event.  - 1-7. 
Abdul Hadi Bin Abd Rahman;aini Bt. Hussain;mohd. Ekhwan Bin Toriman;riza Bin Sulaiman;azizi Bin Abdullah;siti Norul Huda Bt. Sheikh Abdullah;shahnorbanun Binti Sahran;salwani Binti Abdullah;mohamad Hanif Bin Md Saad;mohammad Faidzul Bin Nasrudin;nasharudd.  (2019).  Cloud-based Monitoring And Edutainment Robot.  -
Kong Yee Teng, Ma Jee Meng & Shahnorbanun Sahran.  (2019).  Product Deployment Of Symantec Endpoint Encryption And Arcsight Smartconnectors Regex.  - Li-ftsm-2019-001. 
Haslina Binti Arshad;riza Bin Sulaiman;elankovan A/l A Sundararajan;shahnorbanun Binti Sahran;syaimak Binti Abdul Shukor;bahari Bin Idrus;azrulhizam Bin Shapi`i;rizuana Binti Iqbal Hussain;nazatul Aini Binti Abd Majid;zainal Rasyid Bin Mahayuddin;mohammad.  (2018).  Mobile Sensing Technology For Augmented Reality And Medical Application.  -
Nuradliena Mohd Adnan, Ibrahim Mohamed & Shahnorbanun Sahran.  (2018).  Emum & Etani System.  - Li-ftsm-2018-060. 
Ereena Nadjmin Muzaffar , Mohamad Firham Efendy Md Senan, Nazri Ahmad Zamani & Shahnorbanun Sahran.  (2018).  Data Visualization Of Cyber Threat Intelligence Program (ctip).  - Li-ftsm-2018-066. 
Abdul Hadi Abd Rahman.  (2018).  Ala Carte Pagi Bernama Radio.  - Robot Autonomi Dipacu Data. 
Mohammed Omar Salameh, Azizi Abdullah & Shahnorbanun Sahran.  (2018).  Correcting Vehicle Heading In Visual Odometry By Combining Keypoint Detectors.  - An Assemble Of Image Prim. 
Shahnorbanun Sahran.  (2018).  Empowering The Nation Via 4ir.  - Berita Tv1 Dan Astroawani. 
Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah, Masnizah Mohd, Nor Samsiah Sani, Afzan Adam, Nor Ana Mansor & Wasim Abdulqawi Ahmed Hussein.  (2017).  Laporan Seminar Siswazah Teknologi Kecerdasan Buatan Caitps 2016.  - Laporan Seminar Siswazah Teknologi Kecerdasan Buatan Caitps 2016. 
Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Mohamad Amirul Asraf Mohammad Razali, Abbas Salimi, Bedir Yilmaz, Fasihah Nabihah Rahman, Afzan Adam, Shahnorbanun Sahran & Masri Ayob.  (2017).  Vehicle Classification Using Surf Bow And Support Vector Machine.  - An Assemble Of Image Prim. 
Ali Kahwaji,haslina Arshad,shahnorbanun Sahran, Ali Garba Garba, Rizuana Iqbal Hussain.  (2016).  Hexagonal Microstrip Antenna Simulation For Breast Cancer Detection.  - 2016 International Conference On Industrial Informatics And Computer Systems (ciics). 
Farshid Pirahansiah, S.n.h.s. Abdullah, Shahnorbanun Sahran.  (2015).  Augmented Optical Flow Methods For Video Stabilization.  - The 4th Cait Postgraduate Seminar Caitps 2015. 
Mohammad Omar Salameh, Azizi Abdullah, Shahnorbanun Sahran.  (2015).  Ensemble Of Bayesian Filters For Loop Closure.  - Jaist Symposium On Advanced Science And Technology 2015. 
Mohd Syazwan Baharuddin, Abdullah Mohd. Zin, Muriati Mukhtar, Muhd Juzaiddin Abd Aziz,faridah Hussin, Shahnorbanun Sahran, Asmaul-husna Mohd Husaimi, Haslina Arshad, Rais Imam, Azuraliza Abu Et Al.....  (2015).  Laporan Tahunan Fakulti Teknologi Dan Sains Maklumat 2013-2014.  -
Hazura Mohamed, Rofizah Mohamad, Hairulliza Mohamad Judi, Ruzzakiah Jenal, Siti Aishah Hanawi, Noraidah Sahari, Nur Fazidah Elias, Shahnorbanun Shahran.  (2015).  Students` Satisfaction Towards Research Environment.  - Global Multidisciplinary Academic Conference (gmac) 2015. 
Feybi Ariani Goni, Syaimak Abdul Shukor, Muriati Mukhtar, Shahnorbanun Sahran.  (2014).  Environmental Sustainability: Research Growth And Trends.  - The 1st 2014 International Conference On Science And Technology Applications In Climate Change (staclim 2014). 
Khairuddin Bin Omar, Mohamad Shanudin Bin Zakaria, Mohd. Zamri Bin Murah, Fuad Bin Ismail, Norlia Bt. Abdullah, Liong Choong Yeun, Md. Jan Bin Nordin, Azizi Abdullah, Christopher Ho Chee Kong, Et. Al..  (2014).  Automated Medical Imaging Diagnostic Based On Four Critical Diseases: Brain, Breast, Prostate And Lung Cancer.  -
Omar Al Akash, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Rizuana Iqbal Hussain.  (2014).  An Initialization Scheme For Fuzzy C-means Algorithm On Image Segmentation Based On Affinity Propagation.  - The 3rd National Doctoral Seminar On Aritificial Intelligence Technology. 
Hazura Mohamed, Rofizah Mohamad, Hairulliza Mohamad Judi, Ruzzakiah Jenal, Siti Aishah Hanawi, Noraidah Sahari, Nur Fazidah Elias, Shahnorbanun Sahran.  (2014).  A Comparison Of Local And International Postgraduate Students In Supervision Service Experience.  - Framework Of Visual Inter. 
Feybi Ariani Goni, Shahnorbanun Sahran, Muriati Mukhtar, Syaimak Abdul Shukor, Abdoulmohammad Gholamzadeh Chofreh.  (2013).  Aligning An Information System Strategy With Sustainability Strategy Towards Sustainable Campus.  - 3rd International Conference On Research And Innovation In Information Systems (icriis`13). 
Farshid Pirahansiah, Siti Norul Huda Sheikh Abdullah, And Shahnorbanun Sahran.  (2012).  Creating 2d Versus 3d Map For Environment Movement Objects.  - The 2nd National Doctoral Seminar On Artifiial Intelligence Technology. 
Siti Aishah Hanawi, Ruzzakiah Jenal, Hazura Mohamed, Hairulliza Mohamad Judi, Noraidah Sahari@ashaari, Shahnorbanun Sahran,
hazilah Mohd Amin & Shahrina Shahrani.  (2011).  Persepsi Pelajar Terhadap Kualiti Perkhidmatan Staf Sokongan.  - Kongres Pengajaran Dan Pembelajaran Ukm 2011. 
Zaidi Muhamad, Massudi Mahmuddin, Mohammad Faidzul Nasrudin And Shahnorbanun Sahran.  (2011).  Local Search Manoeuvres Recruitment In The Bees Algorithm.  - 3rd International Conference On Computing And Informatics 2011 (icoci 2011). 
Masoomeh Zeinalnezhad, Muriati Mukhtar, Shahnorbanun Sahran, And Towhid Pourrostam.  (2010).  Benchmarking, Benchlearning And Innovation A Literature Review And A Research Agenda.  - The 2010 International Conference On Innovation And Management. 
Siti Norul Huda Sheikh Abdullah,farshid Pirahanshah, Nor Hanisah Haji Zainal Abidin, Shahnorbanun Sahran.  (2010).  Multi-threshold Approach For License Plate Recognition System.  - World Academy Of Science, Engineering And Technology 20. 
Mohammad Khatim Hasan, Hazura Mohamed, Noraidah Sahri, Shahnorbanun Sahran, Siti Aishah Hanawi.  (2002).  Statistik Untuk It Dan Pengurusan (ma 202 01) - Unit 1 (statistik Dan Keperihalannya).  -
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

An Ensemble Multimodal Decision Analytics Approach For Collaborative Pandemic Surveillance Model , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
Development and assessment of fetal growth standards in Malaysian population , Penyelidik Bersama , 23-05-2022 sehingga 22-05-2024 , Universiti
A Cloud-based Scheme with Energy-Efficient RNS Homomorphic Encryption for Secured Deep CNN Classification of Dyslexia Neural-Biomarkers , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan
An Ensemble of Calibrated Fully Convolutional Networks for Tiny Object Detection , Penyelidik Bersama , 01-09-2021 sehingga 31-08-2023 , Universiti
Integrating decision trees and improved exploration in Differential Search Algorithm for optimal knockout reactions set of ethanol production , Penyelidik Bersama , 01-09-2021 sehingga 31-08-2023 , Universiti
Pengesanan dan Kawalan Penyakit Tanaman Kelapa Sawit Berasaskan Model Pembelajaran Mendalam , Penyelidik Bersama , 01-09-2021 sehingga 28-02-2023 , Kebangsaan
Blood Cancer Speed Screening , Penyelidik Bersama , 01-01-2021 sehingga 31-12-2022 , Kebangsaan
Ensemble of Convolutional Neural Networks Using Multiple Heterogeneous Filter Models for Image Classification. , Penyelidik Bersama , 01-09-2019 sehingga 30-11-2022 , Kebangsaan

Tamat

A KNOWLEDGE ANALYSIS APPLICATION USING CELLULAR LEARNING AUTOMATA AND DISTRIBUTED LEARNING AUTOMATA , Ketua Projek , 17-08-2020 sehingga 16-02-2021 , Universiti
Detecting COVID-19 via Holistic Approach using Convolutional Neural Networks Model , Ketua Projek , 01-08-2020 sehingga 30-04-2022 , Universiti
Commute- time convolution kernels for graph clustering to represent images , Ketua Projek , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Diagnostic Services Nexus for Breast Cancer , Ketua Projek , 07-11-2013 sehingga 06-05-2016 , Universiti
spike response model function stability with mathematical rigorous analysis , Ketua Projek , 01-04-2013 sehingga 31-03-2015 , Kebangsaan
SPIKING-LVQ NETWORK FOR BRAIN TUMOR DETECTION , Ketua Projek , 01-09-2011 sehingga 30-08-2013 , Kebangsaan
Exploring the automation process for brain tumour progression via hybrid expert system and fuzzy techiques , Ketua Projek , 08-08-2011 sehingga 07-08-2012 , Universiti
Quality information sharing for continuous improvement: A Study in an SME , Ketua Projek , 01-09-2010 sehingga 31-05-2012 , Universiti
Process Control Using Interactive Simulation In A Virtual Factory , Ketua Projek , 01-06-2008 sehingga 30-11-2011 , Universiti
Deep Learning with Spiking Neural P System for effective diagnosis and efficient predictions of learning pattern in autism spectrum disorder , Penyelidik Bersama , 15-12-2019 sehingga 14-06-2022 , Universiti
Dynamic Compression Method based on Lossless and Reversible Decoder for High Resolution Images. , Penyelidik Bersama , 01-09-2019 sehingga 31-05-2022 , Kebangsaan
The Risk Factors and Survival Outcomes of Hepatocellular Carcinoma In Patients with Type 2 Diabetes Mellitus in Malaysia , Penyelidik Bersama , 16-05-2019 sehingga 15-06-2020 , Kebangsaan
Adaptive Load Balancing Task based on Genetic Programming in MapReduce for Parallel Computing , Penyelidik Bersama , 01-01-2019 sehingga 31-03-2022 , Kebangsaan
A New Quality of Service (QoS) Scheme to Enhance the performance of the Audio/Video (AV) for Real-Time streams of Wireless Local Area Network , Penyelidik Bersama , 14-12-2018 sehingga 13-06-2021 , Universiti
Cloud-based Monitoring and Edutainment Robot , Penyelidik Bersama , 01-03-2018 sehingga 31-08-2019 , Universiti
Program Asas Rekabentuk dan Pengaturcaraan Robot , Penyelidik Bersama , 01-11-2017 sehingga 31-10-2019 , Universiti
Intelligent Vehicle Identity Recognition for Surveillance , Penyelidik Bersama , 04-10-2016 sehingga 03-10-2018 , Kebangsaan
A Novel Sardine Feast Metaheuristic Optimization Algorithm for Transportation Scheduling , Penyelidik Bersama , 01-08-2016 sehingga 31-07-2019 , Kebangsaan
Process Mining Algorithm based on the Learning Automata Families for Detecting Anomalous Event , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Ensemble of Appearance Based Visual Loop-Closure Detection for Multiple Destinations Robot navigation , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
OBJECT DESCRIPTOR VIA OPTIMIZED UNSUPERVISED LEARNING APPROACHES (PEMERIHALAN OBJEK SECARA KAEDAH PEMBELAJARAN TAK TERSELIA BEROPTIMASI) , Penyelidik Bersama , 01-01-2016 sehingga 31-12-2017 , Kebangsaan
Pembangunan Sistem Diagnostik Automatik untuk Pengelasan Sista/Nekrosis/Solid pada Imej MRI Otak , Penyelidik Bersama , 12-11-2015 sehingga 11-11-2018 , Kebangsaan
Machine Learning in Decision Making With Uncertainty With Application to Jawi/Arabic Manusripts, Biometric Authentication, Intelligence Robot, Medical Image Database and Security and Digital Forensic Data , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
Industrial Informatic:Reseacrh Issues and Path Forward , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
PROSTATE CANCER DETECTION AND RECOGNITION SYSTEM (PCDRS) , Penyelidik Bersama , 01-01-2015 sehingga 31-12-2017 , Kebangsaan
Surjective Fuzzy Dissimilarity Algorithm for Medical Image Analysis , Penyelidik Bersama , 01-08-2014 sehingga 31-07-2017 , Universiti
Improving Segmentation of Arabic Handwriting by Determination of Neighborhood Using Voronoi Diagrams , Penyelidik Bersama , 01-07-2014 sehingga 31-12-2016 , Kebangsaan
GPU ENHANCED ROPUST MULTI-DIMENSIONAL FACIAL IDENTIFICATION SYSTEM FOR CCTV EVIDENCE IN VIDEO FORENSICS ANALYSIS , Penyelidik Bersama , 30-06-2014 sehingga 01-07-2016 , Kebangsaan
Machine Learning in Decision Making With the Uncertainty With Applications to Jawi/Arabic Manusripts, Biometric Aunthentication, Medical Image Database and Security and Digital Forensic Data , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
Pembangunan Program Lonjakan Penerbitan Penyelidikan, Penerbitan dan Pendidikan FTSM , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
Development of Mobile Sensing Technology for Medical Application , Penyelidik Bersama , 01-02-2014 sehingga 31-07-2016 , Universiti
Mobile Sensing Technology for Augmented Reality and Medical Application , Penyelidik Bersama , 01-11-2013 sehingga 30-04-2017 , Universiti
Peningkatan Kualiti Perkhidmatan Penyeliaan Pasca Siswazah FTSM Melalui Sistem Pemantaun Secara On-Line , Penyelidik Bersama , 01-07-2013 sehingga 31-12-2014 , Universiti
GEO-TEMPORAL CRIME NAVIGATION BASED ON MULTI-OBJECTIVE TIME DELAY NEURAL NETWORK , Penyelidik Bersama , 20-05-2013 sehingga 19-11-2015 , Kebangsaan
Expert System for Brain Tumor Detection and Monitoring , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2016 , Universiti
PENGECAMAN POLA DAN PEMPROSESAN IMEJ DI DALAM MEMBUAT KEPUTUSAN DI DALAM HAL-HAL TAK KETENTUAN UNTUK APLIKASI MANUSKRIP JAWI, AUTENTIKASI BIOMETRIC DAN PENGKALAN DATA IMEJ DATA PERUBATAN , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
PEMANTAPAN PENYELIDIKAN KOMPUTERAN INDUSTRI , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
PEMBANGUNAN PROGRAM LONJAKAN PENYELIDIKAN, PENERBITAN DAN PENDIDIKAN FTSM , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
Imaging Processsing of the Brain Tumor Using LVQ Classifier , Penyelidik Bersama , 01-09-2012 sehingga 30-09-2013 , Universiti
Automated Medical Imaging Diagnostic Based on Four Critical Diseases: Brain, Breast, Prostate and Lung Cancer , Penyelidik Bersama , 01-08-2012 sehingga 31-07-2014 , Universiti
Incorporating Environmental Concern into Industrial Supply Chain , Penyelidik Bersama , 01-06-2012 sehingga 30-11-2015 , Kebangsaan
Generic Object Localization Algorithm for Image Segmentation , Penyelidik Bersama , 04-04-2012 sehingga 03-04-2014 , Kebangsaan
Developing Diagnostic Imaging System for Brain Tumour , Penyelidik Bersama , 01-12-2011 sehingga 31-03-2013 , Universiti
Developing Diagnostic Imaging System for Breast cancer , Penyelidik Bersama , 01-11-2011 sehingga 31-08-2012 , Universiti
New Algorithm In Hyriding Analytic Hierarchy Process (AHP) Data Envelopment Analysis (DEA) And Artificial Neural Network (ANN) to Determine Manufacturability I , Penyelidik Bersama , 08-08-2011 sehingga 07-08-2012 , Universiti
2D-3D Hybrid Face Matching via Fuzzy Bees Algorithm for Forensic Identification , Penyelidik Bersama , 21-06-2011 sehingga 20-09-2013 , Kebangsaan
Model Nilai Capai Sama bagi penglibatan pelajar Untuk Pengalaman pembelajaran Bermakna , Penyelidik Bersama , 01-04-2011 sehingga 31-03-2013 , Universiti
Memperkasa pengajaran robot bola sepak di kalangan pelajar FTSM , Penyelidik Bersama , 01-04-2011 sehingga 31-03-2013 , Universiti
Model Kepuasan pelajar terhadap Kualiti Perkhidmatan kakitangan sokongan FTSM , Penyelidik Bersama , 01-04-2011 sehingga 31-03-2013 , Universiti
Sistem pengeluaran Automatik bermodul (MAPS): Kaedah pengajaran Berasas Aplikasi Industri di FTSM , Penyelidik Bersama , 01-04-2011 sehingga 31-03-2013 , Universiti
Triz Inspired Operators for Intelligent Algorithm Development , Penyelidik Bersama , 27-12-2010 sehingga 26-12-2013 , Kebangsaan
Pengesanan logo dan teks untuk objek yang bergerak berpandukan penglihatan , Penyelidik Bersama , 01-06-2010 sehingga 01-01-2013 , Universiti
Pembangunan dan Penilaian Program Peningkatan Literasi ICT di Kalangan Guru, Kakitangan dan Pelajar Terpilih SMKTTA , Penyelidik Bersama , 01-06-2008 sehingga 31-12-2010 , Universiti
The Development and Implementation of Global Information System for Malaysian SMEs (GISSME) , Penyelidik Bersama , 01-10-2007 sehingga 30-09-2010 , Universiti
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2011
Anugerah Pengajar Cemerlang , 2012
Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2017
Anugerah Perkhidmatan 20 Tahun / Anugerah Perkhidmatan 20 Tahun , 2018
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

The Framework of Production Line Quality Control System for Semi-Processed Foods, SITI RAFIDAH BINTI LIAS, Sarjana
COMPARATIVE STUDY ON DISPATCHING RULES FOR JOB SHOP SCHEDULING, ARICKO KHENA KABAN, Sarjana
FRAMEWORK FOR ENTERPRISE RESOURCE PLANNING (ERP) SYSTEM, FEYBI ARIANI GONI, Sarjana
PROSES KONTROL MENGGUNAKAN INTERAKTIF SIMULASI DALAM LANTAI, NURZAKIAH BINTI MOHD AMINUDDIN, Sarjana
KAEDAH TUGGAL AMBANG ADABTIF UNTUK MENEMBERENGAN IMEJ BERDASARKAN KAEDAH ISYANAT HINGAR TERPUNCAK, FARSHID PIRAHANSIAH, Sarjana
Defect Detection On Solar Cell Using Morphology And Fuzzy Logic Techniques, AMIR HOSSEIN AGHAMOHAMMADI, Sarjana
MISSING COMPONENTS DETECTION ON PRINTED CIRCUIT BOARDS USING, MARZIEH MOGHARREBI, Sarjana
EXAMINE THE TIME AND COST EFFECTS OF ONLINE QUALITY CONTROL SYSTEM, SIMA FARHADI, Sarjana
2D+3D facial identification for video forensic, NIK NUR AISYAH BINTI NIK GHAZALI, Sarjana
NUR IZZATI BINTI MOHD TALIB, Sarjana
KERANGKA PERLAKSANAAN SISTEM PERKONGSIAN MAKLUMAT BAGI PERUSAHAAN KECIL DAN SEDERHANA DI MALAYSIA, NADIAH ABDUL RAHMAN, Sarjana
Kerangka Pemeliharaan Privasi Yang Dipertingkat Untuk Sanitasi dan Pemulihan Data, MD MOKHLESUR RAHMAN, Sarjana
BRAIN TUMOR IMAGING CLASSFICATION BASED ON RANDOMIZED, BAHER HANI NAYEF, Sarjana
SURI MAWARNE BINTI KAIDAR, Sarjana
NORFATIHA BINTI KAMARUL ARIFIN, Sarjana
PENGOPTIMUMAN PEMILIHAN CIRI MENGGUNAKAN ALGORITMA, HAMID YADOLLAHI, Sarjana
A New Designer Og A Mobile Early Breast Cancer Detection System Using Web, ALI GHALIB YOUNIS KAHWAJI, Sarjana
ALI GARBA GARBA, Sarjana
LUNG CANCER DETECTION, NUR SYAZWANI BINTI RAMLI, Sarjana
MOHAMMAD HAKIM ASSIDDIQ BIN RAZALAN, Sarjana
MUHD RIDZUAN BIN MUHD YUNUS, Sarjana
RAMI NOORI HASAN, Sarjana

Pelajar Doktor Falsafah

DEEP LEARNING APPROACH FOR ENDOSCOPY ABNORMALITY DETECTION, DIAH ARIANTI, Doktor Falsafah
UNSUPERVISED ANOMALY DETECTION IN TIME SERIES WITH EVOLVING SPIKING NEURAL NETWORKS, RABIA REHAN MKAMIS, Doktor Falsafah
AHMED ODAY EZZAT AL-AZZAWI, Doktor Falsafah
ABDUL ARRIFF BIN ABDUL JALAL, Doktor Falsafah
CHEN YAN, Doktor Falsafah
SITI NADIAH BINTI MOHD SAPIHIE, Doktor Falsafah
SALMA ABDULQADIR HASSAN ALMUBARAK, Doktor Falsafah
NEDA`A AHMED ABD ALMANSOUR, Doktor Falsafah
PENGESANAN DAN PENGELASAN KESELURUHAN SLAID IMEJ SEL SERVIKS SITOLOGI THINPREP MENGGUNAKAN MODEL DEEP LEARNING, NUR AFRINA HUDA BINTI ZULKAINAIN, Doktor Falsafah
PENDEKATAN PEMBELAJARAN MESIN BAGI MERAMAL KEBOLEHPASARAN GRADUAN TVET, MOHD HASHIM BIN ASHAARI, Doktor Falsafah
Spiking Neural Network with Bees Algorithm for flexible Manufacturing., ABDULLAH ALMASRI, Doktor Falsafah
CADAR: A KNOWLADGE ANALYZER USING CELLULAR LEARNING AUTOMATA AND, MANSOUR ESMAEILPOUR, Doktor Falsafah
DEVELOPMENT OF LEAD AND COLLABORATIVE BENCHLEARNING (LCB) PROCESS MODEL FOR BENCHMARKING IMPLEMENTATION WITHIN CLUSTERS OF SMES, MASOOMEH ZEINALNEZHAD, Doktor Falsafah
PRODUCT CUSTOMISATION USING CADCAM FOR WEB BASED FEEDBACK SYSTEM, SITI FAIRUZ BINTI YUSOF, Doktor Falsafah
PATCH-LEVY-BASED BEES ALGORITHM FOR STATIC AND DYNAMIC FUNCTION OPTIMIZATION, WASIM ABDULQAWI AHMED HUSSEIN, Doktor Falsafah
MEMORY BASED BEES ALGORITHM WITH LEVY - FLIGHTS FOR MULTILEVEL IMAGE THRESHOLDING, NAHLAH MOHAMMAD AMIN SHATNAWI, Doktor Falsafah
SERVICE IDENTIFICATION FRAMEWORK FOR MEDIUM ENTERPRISES, ALI TAEI ZADEH, Doktor Falsafah
EMBEDDING MODEL TO REPRESENT DEPRESSION LINGUISTIC CUES FEATURES IN SOCIAL MEDIA FOR DEPRESSION DETECTION, ESSA OMAR IBRAHIM GHRIBA, Doktor Falsafah
ZAHRA LOTFI, Doktor Falsafah
IMAGE CLASSIFICATION USING IMPROVED CONVOLUTIONAL NEURAL NETWORK, LIAO XUANZHI, Doktor Falsafah
Algoritma Penemuan Model Proses Berasaskan Senarai Terpaut Titisan Pekat Dan Selular, VAHIDEH NADERIFAR, Doktor Falsafah
Enhance Calibration And Fuzzy Optical Flow For Stereo Vision Humanoid Robot Localization, FARSHID PIRAHANSIAH, Doktor Falsafah
Rangka Kerja Kampus Lestari Dengan Persepaduan Sistem Maklumat Untuk Institusi Pengajian Tinggi, FEYBI ARIANI GONI, Doktor Falsafah
Expert System For Tumor Detection and Monitoring, OMAR MAHMOUD NAYEF AL-AKASH, Doktor Falsafah
Algoritma Pengoptimuman Berinspirasi Burung Laut Terjun Junam Dalam Koordinat Polar Dengan Levy Flight, MOAATH MOHAMMAD AMIN SHATNAWI, Doktor Falsafah
NORMAWATI ABD RAHMAN, Doktor Falsafah
Himpunan Pelbagai Deskriptor Visual Untuk Pengesanan Gelung Dan Anggaran Trajektori Odometer Visual, MOHAMMED OMAR MOH'D SALAMEH, Doktor Falsafah
AREF MALEKIDARONKOLAEI, Doktor Falsafah
NAZRI BIN MOHD SHAH, Doktor Falsafah
Kaedah Pemilihan Sifat Terbenam Terselia Berdasarkan Mesin Sokongan Vektor Untuk Penggredan Histopatologi, DHEEB ABDELKARIM MOH'D ALBASHISH, Doktor Falsafah
Model Pencantasan Pembelajaran Penggabungan Berdasarkan Algoritma Lebah Bagi Pengelasan Kanser Payu Dara, ASHWAQ MUKRED SAEED QASEM, Doktor Falsafah
BAHAREH ZOHOORI, Doktor Falsafah
NADIAH BINTI ABDUL RAHMAN, Doktor Falsafah
Ramalan Myeloid Leukemia akut menggunakan Teknik Pembelajaran Mesin, YASMIN BINTI HJ MUMTAZ AHMAD, Doktor Falsafah
NOOR FADZILAH AB RAHMAN, Doktor Falsafah
PENCARIAN GRID DAN PEMBELAJARAN PENGUKUHAN DALAM PENGOPTIMUMAN PENJADUALAN PENGURUSAN SUMBER SPARK, HASMILA AMIRAH BT. OMAR, Doktor Falsafah
Faktor Risiko, Trend Kemandirian Dan Model Ramalan Pembelajaran Mesin Untuk Karsinoma Hepatoselular Dalam Pesakit Diabetes Jenis 2., DR. NOOR ATIKA BINTI AZIT, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

UKM , 23-12-2014 sehingga 23-12-2014 , Kebangsaan
Proceeding of Abstracts CAIT 2014 , 22-11-2014 sehingga 22-11-2014 , Kebangsaan
PANEL PENILAI HACKATHON DATA TERBUKA 2017 , 11-09-2017 sehingga 13-09-2017 , Kebangsaan
STFC-MOHE Networking Workshop , 11-09-2017 sehingga 13-09-2017 , Antarabangsa
Juruaudit MACE 2016-2017 , 01-02-2016 sehingga 28-02-2017 , Kebangsaan
Workshop UKM-Korea-Japan , 01-12-2017 sehingga 02-01-2018 , Antarabangsa
Universiti Utara Malaysia , 25-03-2018 sehingga 26-03-2018 , Kebangsaan
MALAYSIAN SOCIETY OF AUTOMATIC CONTROL ENGINEERS , 01-02-2018 sehingga 28-02-2019 , Kebangsaan
UNIVERSITI TEKNOLOGI PETRONAS , 25-01-2019 sehingga 24-01-2022 , Kebangsaan
Jawatankuasa Penilaian Perunding , 02-01-2020 sehingga 01-01-2021 , Kebangsaan
1st IJN Data Science Seminar , 24-02-2020 sehingga 24-02-2020 , Kebangsaan
Konsortium Kecerdasan Buatan (AI Consortium) , 12-02-2020 sehingga 01-01-1970 , Kebangsaan
2020 International Congress of Pathology and Laboratory Medicine ICPaLM , 25-06-2020 sehingga 27-06-2020 , Antarabangsa
BI-DIRECTIONAL MONTE CARLO TREE SEARCH, , 23-10-2020 sehingga 30-11-2020 , Antarabangsa

Khidmat Dalam

PENILAI GERAN GUP PERINGKAT FTSM , 01-04-2020 sehingga 04-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Ahli Jawatankuasa Penilai Geran Penyelidikan di bawah Dana UP Tahun 2020 , 15-05-2020 sehingga 31-12-2020 , Universiti
CAITPS 2016 , 20-12-2016 sehingga 21-12-2016 , Fakulti / Institut / Pusat Perkhidmatan
DANA PENERBITAN BUKU 2021 , 12-04-2021 sehingga 31-12-2021 , Universiti
Digital Pathalogy Workshop , 02-11-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.1/2019 , 08-01-2019 sehingga 08-01-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.18/2018 , 08-05-2018 sehingga 08-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.19/2018 , 01-06-2018 sehingga 01-06-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.21/2018 , 21-05-2018 sehingga 21-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.23/2018 , 24-05-2018 sehingga 24-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.24/2018 , 28-05-2018 sehingga 28-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.25/2018 , 06-06-2018 sehingga 06-06-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.27/2018 , 27-07-2018 sehingga 27-07-2018 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Bil.28/2018 , 09-08-2018 sehingga 09-08-2018 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Bil.3/2018 , 19-01-2018 sehingga 19-01-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.31/2018 , 05-10-2018 sehingga 15-10-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.32/2018 , 12-10-2018 sehingga 12-10-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.35/2018 , 21-11-2018 sehingga 21-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.36/2018 , 23-11-2018 sehingga 23-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.38/2018 , 05-12-2018 sehingga 05-12-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.4/2018 , 22-02-2018 sehingga 22-02-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.5/2018 , 21-02-2018 sehingga 21-02-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.7/2018 , 30-03-2018 sehingga 30-03-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.9/2018 , 05-04-2018 sehingga 05-04-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran , 31-01-2019 sehingga 31-01-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.16/2019 , 17-05-2019 sehingga 17-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.17/2019 , 28-05-2019 sehingga 28-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.21/2019 , 14-06-2019 sehingga 14-06-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.22/2019 , 31-07-2019 sehingga 31-07-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.7/2019 , 10-04-2019 sehingga 10-04-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.9/2019 , 19-04-2019 sehingga 19-04-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawankuasa Penilai Sesi Mempertahan Usulan , 17-12-2020 sehingga 17-12-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan iMINDA , 01-02-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kecemerlangan FTSM , 02-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kenaikan Pangkat , 24-11-2020 sehingga 24-11-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatankuasa Kepakaran IIR4.0 , 01-08-2020 sehingga 31-07-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Minggu Mesra Mahasiswa 2021 , 04-10-2021 sehingga 04-10-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pakar Rujuk Arificial Intelligence (AI)@UKM , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pementoran FTSM , 01-03-2020 sehingga 30-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pemeriksa dan Peperiksaan Lisan Siswazah - Sarjana , 02-01-2017 sehingga 29-12-2017 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana Muda Teknologi Maklumat , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penilai Geran Transformasi Komuniti & Komuniti P&P , 01-10-2020 sehingga 31-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawatankuasa Program Ijazah Sarjana (Kecerdasan Buatan) , 15-11-2020 sehingga 14-11-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Task Force MCAIT , 01-01-2020 sehingga 31-12-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawwatankuasa Makmal CAIT , 02-01-2020 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
Ketua Kumpulan Pengajaran , 28-09-2020 sehingga 27-09-2022 , Fakulti / Institut / Pusat Perkhidmatan
PANEL PENILAI GERAN FRGS FASA 1/2016 , 29-01-2016 sehingga 28-04-2016 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2021 , 01-01-2021 sehingga 31-12-2021 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2022 , 24-03-2022 sehingga 31-12-2022 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1/2018 PERINGKAT UKM , 15-01-2018 sehingga 16-04-2018 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI PERINGKAT UNIVERSITI KEBANGSAAN MALAYSIA (UKM) - SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1/2019 , 15-01-2019 sehingga 11-04-2019 , Universiti
PERSIDANGAN ASEAN JAPAN JOINT-WORKSHOP ON COMPUTATIONAL LINGUISTICS 2017 (AJCLI2017) , 02-10-2017 sehingga 22-11-2017 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2022 , 01-06-2022 sehingga 31-12-2022 , Universiti
Panel Penilai PRGS Fasa 1/2018 - Sistem MyGrants , 09-02-2018 sehingga 26-02-2018 , Universiti
Pelantikan Sebagai Ahli Jawatankuasa Penilaian Program Dana Penyelidikan Kementerian Pengajian Tinggi (DP KPT) Tahun 2020 Peringkat Universiti Kebangsaan Malaysia , 01-01-2020 sehingga 31-12-2020 , Universiti
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan Dana Universiti , 26-05-2022 sehingga 26-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan di bawah Dana RU Tahun 2021 , 01-05-2021 sehingga 31-12-2021 , Universiti
Program Sarjana Muda Teknologi Maklumat , 01-03-2019 sehingga 28-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
RESEARCH DAY @ FTSM , 27-10-2016 sehingga 27-10-2016 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA SAINS DATA , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
STUDENT PROGRESS SEMINAR 2017 (SPS2017) , 03-07-2017 sehingga 07-07-2017 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Mempertahankan Usulan , 29-01-2021 sehingga 29-01-2021 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
The 4th Artificial Intelligence Technology Postgraduate Seminar (CAITP 2015) , 22-12-2015 sehingga 23-12-2015 , Fakulti / Institut / Pusat Perkhidmatan
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan