Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. MADYA DR. RAVIE CHANDREN A/L MUNIYANDI

PENSYARAH UNIVERSITI
PUSAT KAJIAN KESELAMATAN SIBER (CYBER)
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Ravie Chandren Muniyandi completed his Ph.D. in computer science in 2011. He is currently an Associate Prof. at the Faculty of Information Science and Technology (FTSM), National University of Malaysia (UKM). He is also the Head of the Doctoral Programme at FTSM since 2019. His research interests are in software security, network security, intelligent security (smart city, cloud, IoT), parallel and distributed computing, bio-inspired computing (membrane computing), and programming technology. He has a strong knowledge of the subject area combined with a broad subject background enabling contributions to research and teaching programs. He has a proven record of ability to conduct high-quality research which is reflected in the authorship of high-quality publications in more than 80 journals and conference proceedings, or other research outputs, in the areas of computer science. He has led five research projects that have been completed successfully. He has also shown the ability to teach and to supervise academic work by undergraduates, masters, and doctoral students. He has worked collaboratively with the researchers in UKM, Malaysia, ASEAN as well as internationally. He has delivered keynote talks in five international conferences. He has also been accorded Professional Technologist (Ts.) in Information Technology by MBOT since 2018. He has strong commitments to academic research, to high-quality teaching and fostering a positive learning environment for students, and to continuous professional development. (Email: ravie@ukm.edu.my)

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
SAINS KOMPUTER , Doktor Falsafah , UNIVERSITI KEBANGSAAN MALAYSIA , 2011
Sarjana , UKM , 1997
Sarjana Muda , UKM , 1995
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (Formal Methods, Software Engineering)
INFORMATION AND COMMUNICATION TECHNOLOGY - THEORY OF COMPUTATION (Bio-inspired Computing, Membrane Computing)
INFORMATION AND COMMUNICATION TECHNOLOGY - CYBER SECURITY (Network Security, Intrusion Detection/Prevention System, Ad hoc Networks (VANET, MANET), Wireless Sensors Network)
INFORMATION AND COMMUNICATION TECHNOLOGY - SOFTWARE (Programming Technology, Software Security)
ARTIFICIAL INTELLIGENCE - INFORMATION AND COMMUNICATION TECHNOLOGY (Intelligent System Security, Big Data, Smart City)
INFORMATION AND COMMUNICATION TECHNOLOGY - INFORMATION & COMMUNICATION (Distributed and Parallel Computing, IoT Security, Cloud Security)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Mahdi Sahlabadia, Raviechandren Muniyandi, Zarinashukur, Md Rezanur Islam, Morteza Saberikamarposhti, Kangbin Yima.  (2024).  Lpmsaef: Lightweight Process Mining-based Software Architecture Evaluation Framework For Security And Performance Analysis.  - Heliyon.  1-30. 
Ahmed Hadi Ali Al-jumaili, Ravie Chandren Muniyandi, Mohammad Kamrul Hasan, Mandeep Jit Singh, Johnny Koh Siaw Paw, Mohammad Amir.  (2023).  Advancements In Intelligent Cloud Computing For Power Optimization And Battery Management In Hybrid Renewable Energy Systems: A Comprehensive Review.  - Energy Reports.  2206-2227. 
Ahmed Hadi Ali Al-jumaili, Ravie Chandren Muniyandi, Mohammad Kamrul Hasan *, Johnny Koh Siaw Paw, And Mandeep Jit Singh.  (2023).  Big Data Analytics Using Cloud Computing Based Frameworks For Power Management Systems: Status, Constraints, And Future Recommendations.  - Sensors.  1-37. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, Faizan Qamar And Syed Hussain Ali Kazmi.  (2023).  Process Mining Discovery Techniques For Software Architecture Lightweight Evaluation Framework.  - Cmc-computers Materials & Continua.  5777-5797. 
Harpreet Vohra, Mohammad Kamrul Hasan, Harsh Shukla, Ravie Chandren Muniyandi, Hesham Alhumyani, Mohammed S. Alzaidi, Manpreet S Manna, Shayla Islam, Akm Ahasan Habib.  (2023).  A Low Overhead And Scalable Authentication And Encryption Scheme For Medical Wireless Sensor Networks.  - Human-centric Computing And Information Sciences.  1-15. 
Fahad Taha Al-dhief , Ravie Chandren Muniyandi, Naseer Sabri, Mosab Hamdan, Nurul Mu'azzah Abdul Latiff, Musatafa Abbas Abbood Albadr, Mutaz Hamed Hussien Khairi, Muzaffar Hamzah, Suleman Khan.  (2022).  Forest Fire Detection Using New Routing Protocol.  - Sensors.  1-16. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, Faizan Qamar.  (2022).  Lightweight Software Architecture Evaluation For Industry: A Comprehensive Review.  - Sensors.  1-27. 
Abdullah Ghanim Jaber, Ravie Chandren Muniyandi, Opeyemi Lateef Usman, Harprith Kaur Rajinder Singh.  (2022).  A Hybrid Method Of Enhancing Accuracy Of Facial Recognition System Using Gabor Filter And Stacked Sparse Autoencoders Deep Neural Network.  - Applied Science.  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. 
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad.  (2021).  Gaussian Smoothing And Modified Histogram Normalization Methods To Improve Neural- Biomarker Interpretations For Dyslexia Classification Mechanism.  - Plos One.  1-27. 
Md Akizur Rahman, Ravie Chandren Muniyandi, Dheeb Albashish, Md Mokhlesur Rahman, Opeyemi Lateef Usman.  (2021).  Artificial Neural Network With Taguchi Method For Robust Classification Model To Improve Classification Accuracy Of Breast Cancer.  - Peerj Computer Science.  1-27. 
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad.  (2021).  Advance Machine Learning Methods For Dyslexia Biomarker Detection: A Review Of Implementation Details And Challenges.  - Ieee Access.  36879-36897. 
Ravie Chandren Muniyandi, Faizan Qamar, Ahmed Naeem Jasim.  (2020).  Genetic Optimized Location Aided Routing Protocol For Vanet Based On Rectangular Estimation Of Position.  - Applied Sciences.  1-16. 
Md Akizur Rahman, Ravie Chandren Muniyandi.  (2020).  An Enhancement In Cancer Classification Accuracy Using A Two-step Feature Selection Method Based On Artificial Neural Networks With 15 Neurons.  - Symmetry-basel.  1-21. 
Ravie Chandren Muniyandi, Ali Maroosi.  (2020).  A Representation Of Membrane Computing With A Clustering Algorithm On The Graphical Processing Unit.  - Processes.  1-21. 
Opeyemi Lateef Usman And Ravie Chandren Muniyandi.  (2020).  Cryptodl: Predicting Dyslexia Biomarkers From Encrypted Neuroimaging Dataset Using Energy-efficient Residue Number System And Deep Convolutional Neural Network.  - Symmetry.  1-24. 
Mohammed Ahmed Jubair, Salama A. Mostafa, Ravie Chandren Muniyandi, Hairulnizam Mahdin, Aida Mustapha, Mustafa Hamid Hassan, Moamin A. Mahmoud ,yasir Amer Al-jawhar, Ahmed Salih Al-khaleefa, Ahmed Jubair Mahmood.  (2019).  Bat Optimized Link State Routing Protocol For Energy-aware Mobile Ad-hoc Networks.  - Symmetry.  1-22. 
Ali Maroosi, Ravie Chandren Muniyandi, Elankovan Sundararajan, Abdullah Mohd Zin.  (2016).  A Parallel Membrane Inspired Harmony Search For Optimization Problems: A Case Study Based On A Flexible Job Shop Scheduling Problem.  - Applied Soft Computing.  120-136. 
Ali Maroosi, Ravie Chandren Muniyandi, Elankovan Sundararajan, Abdullah Mohd Zin.  (2014).  Parallel And Distributed Computing Models On A Graphics Processing Unit To Accelerate Simulation Of Membrane Systems.  - Simulation Modelling Practice And Theory.  47:60-78. 
Ravie Chandren Muniyandi, Abdullah Mohd Zin, J.w. Sanders.  (2013).  Converting Differential-equation Models Of Biological Systems To Membrane Computing.  - Biosystems.  114(3):219-226. 

Penerbitan WOS

Ali Maroosi, Ravie Chandren Muniyandi.  (2023).  A Novel Membrane-inspired Multiverse Optimizer Algorithm For Quality Of Service-aware Cloud Web Service Composition With Service Level Agreements.  - International Journal Of Communication Systems.  1-18. 
Ravie Chandren Muniyandi, Mohammad Kamrul Hasan, Mustafa Raad Hammoodi, And Ali Maroosi.  (2021).  An Improved Harmony Search Algorithm For Proactive Routing Protocol In Vanet.  - Journal Of Advanced Transportation.  1-17. 
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. 
Ilyas Khudhair Yalwi Dubi, Ravie Chandren Muniyandi.  (2019).  Performance Investigation Of Voip Over Mobile Wimax Networks Through Opnet Simulation.  - International Journal Of Advanced Computer Science And Applications.  148-152. 
Nur Husna Azizul, Abdullah Mohd Zin, Ravie Chandren Muniyandi, Zarina Shukur.  (2019).  Authentication And Authorization Design In Honeybee Computing.  - International Journal Of Advanced Computer Science And Applications.  18-23. 
N. Elkhani, R. C. Muniyandi, G. Zhang.  (2018).  Multi-objective Binary Pso With Kernel P System On Gpu.  - International Journal Of Computers Communications & Control. 
Naeimeh Elkhani, Ravie Chandren Muniyandi.  (2017).  A Multiple Core Execution For Multiobjective Binary Particle Swarm Optimization Feature Selection Method With The Kernel P System Framework.  - Journal Of Optimization.  1-14. 
Naeimeh Elkhani, Ravie Chandren Muniyandi.  (2017).  Membrane Computing Inspired Feature Selection Model For Microarray Cancer Data.  - Intelligent Data Analysis.  137-157. 
Gexiang Zhang, Linqiang Pan, Gheorghe Paun, Ravie Chandren Muniyandi.  (2017).  Foreword: Special Issue On Membrane Computing.  - Romanian Journal Of Information Science And Technology.  3-4. 
Ravie Chandren Muniyandi, Ali Maroosi.  (2015).  Enhancing The Simulation Of Membrane System On The Gpu For The N-queens Problem.  - Chinese Journal Of Electronics.  740-743. 
Ravie Chandren Muniyandi, Abdullah Mohd Zin.  (2014).  Modeling Framework For Membrane Computing In Biological Systems: Evaluation With A Case Study.  - Journal Of Computational Science.  5(2):137-143. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2014).  Enhancement Of Membrane Computing Model Implementation On Gpu By Introducing Matrix Representation For Balancing Occupancy And Reducing Inter-block Communications.  - Journal Of Computational Science.  861-871. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2014).  Accelerated Execution Of P Systems With Active Membranes To Solve The N-queens Problem.  - Theoretical Computer Science.  39-54. 
Ravie Chandren Muniyandi, Abdullah Mohd. Zin.  (2012).  Modeling Hormone-induced Calcium Oscillations In Liver Cell With Membrane Computing.  - Romanian Journal Of Information Science And Technology.  15(1):63-76. 

Penerbitan SCOPUS/ERA

Mahdi Sahlabadia, Raviechandren Muniyandi, Zarinashukur, Md Rezanur Islam, Morteza Saberikamarposhti, Kangbin Yima.  (2024).  Lpmsaef: Lightweight Process Mining-based Software Architecture Evaluation Framework For Security And Performance Analysis.  - Heliyon.  1-30. 
Ahmed Hadi Ali Al-jumaili, Ravie Chandren Muniyandi, Mohammad Kamrul Hasan, Mandeep Jit Singh, Johnny Koh Siaw Paw, Mohammad Amir.  (2023).  Advancements In Intelligent Cloud Computing For Power Optimization And Battery Management In Hybrid Renewable Energy Systems: A Comprehensive Review.  - Energy Reports.  2206-2227. 
Lateef Opeyemi Usman, Ravie Chandren Muniyandi, Morufat Adebola Usman.  (2023).  Efficient Neuroimaging Data Security And Encryption Using Pixel-based Homomorphic Residue Number System.  - Sn Computer Science.  1-10. 
Ahmed Hadi Ali Al-jumaili, Ravie Chandren Muniyandi, Mohammad Kamrul Hasan, Mandeep Jit Singh, Johnny Koh Siaw Paw.  (2023).  Intelligent Transmission Line Fault Diagnosis Using The Apriori Associated Rule Algorithm Under Cloud Computing Environment.  - Journal Of Autonomous Intelligence.  1-11. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, Faizan Qamar And Syed Hussain Ali Kazmi.  (2023).  Process Mining Discovery Techniques For Software Architecture Lightweight Evaluation Framework.  - Cmc-computers Materials & Continua.  5777-5797. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2023).  A Novel Membrane-inspired Multiverse Optimizer Algorithm For Quality Of Service-aware Cloud Web Service Composition With Service Level Agreements.  - International Journal Of Communication Systems.  1-18. 
Ahmed Hadi Ali Al-jumaili, Ravie Chandren Muniyandi, Mohammad Kamrul Hasan *, Johnny Koh Siaw Paw, And Mandeep Jit Singh.  (2023).  Big Data Analytics Using Cloud Computing Based Frameworks For Power Management Systems: Status, Constraints, And Future Recommendations.  - Sensors.  1-37. 
Harpreet Vohra, Mohammad Kamrul Hasan, Harsh Shukla, Ravie Chandren Muniyandi, Hesham Alhumyani, Mohammed S. Alzaidi, Manpreet S Manna, Shayla Islam, Akm Ahasan Habib.  (2023).  A Low Overhead And Scalable Authentication And Encryption Scheme For Medical Wireless Sensor Networks.  - Human-centric Computing And Information Sciences.  1-15. 
Abdullah Ghanim Jaber, Ravie Chandren Muniyandi, Opeyemi Lateef Usman, Harprith Kaur Rajinder Singh.  (2022).  A Hybrid Method Of Enhancing Accuracy Of Facial Recognition System Using Gabor Filter And Stacked Sparse Autoencoders Deep Neural Network.  - Applied Science.  1-20. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, Faizan Qamar.  (2022).  Lightweight Software Architecture Evaluation For Industry: A Comprehensive Review.  - Sensors.  1-27. 
Fahad Taha Al-dhief , Ravie Chandren Muniyandi, Naseer Sabri, Mosab Hamdan, Nurul Mu'azzah Abdul Latiff, Musatafa Abbas Abbood Albadr, Mutaz Hamed Hussien Khairi, Muzaffar Hamzah, Suleman Khan.  (2022).  Forest Fire Detection Using New Routing Protocol.  - Sensors.  1-16. 
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad.  (2021).  Advance Machine Learning Methods For Dyslexia Biomarker Detection: A Review Of Implementation Details And Challenges.  - Ieee Access.  36879-36897. 
Md Akizur Rahman, Ravie Chandren Muniyandi, Dheeb Albashish, Md Mokhlesur Rahman, Opeyemi Lateef Usman.  (2021).  Artificial Neural Network With Taguchi Method For Robust Classification Model To Improve Classification Accuracy Of Breast Cancer.  - Peerj Computer Science.  1-27. 
Ravie Chandren Muniyandi, Mohammad Kamrul Hasan, Mustafa Raad Hammoodi, And Ali Maroosi.  (2021).  An Improved Harmony Search Algorithm For Proactive Routing Protocol In Vanet.  - Journal Of Advanced Transportation.  1-17. 
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. 
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad.  (2021).  Gaussian Smoothing And Modified Histogram Normalization Methods To Improve Neural- Biomarker Interpretations For Dyslexia Classification Mechanism.  - Plos One.  1-27. 
Ravie Chandren Muniyandi, Ali Maroosi.  (2020).  A Representation Of Membrane Computing With A Clustering Algorithm On The Graphical Processing Unit.  - Processes.  1-21. 
Ravie Chandren Muniyandi, Faizan Qamar, Ahmed Naeem Jasim.  (2020).  Genetic Optimized Location Aided Routing Protocol For Vanet Based On Rectangular Estimation Of Position.  - Applied Sciences.  1-16. 
Taj-aldeen Naser Abdali, Rosilah Hassan, Ravie Chandren Muniyandi, Azana Hafizah Mohd Aman, Quang Ngoc Nguyen, Ahmed Salih Al-khaleefa.  (2020).  Optimized Particle Swarm Optimization Algorithm For The Realization Of An Enhanced Energy-aware Location-aided Routing Protocol In Manet.  - Information.  1-17. 
Md Akizur Rahman, Ravie Chandren Muniyandi.  (2020).  An Enhancement In Cancer Classification Accuracy Using A Two-step Feature Selection Method Based On Artificial Neural Networks With 15 Neurons.  - Symmetry-basel.  1-21. 
Mustafa Qasim Al-shammari, Ravie Chandren Muniyandi.  (2020).  Optimised Tail-based Routing For Vanets Using Multi-objective Particle Swarm Optimisation With Angle Searching.  - International Journal Of Advanced Computer Science And Applications.  224-232. 
Yasir Adnan Hussein, Ravie Chandren Muniyandi, Adnan Hussein Ali.  (2020).  Design And Implementation Of Grid Based Clustering In Wsn Using Dynamic Sink Node.  - Test Engineering And Management.  6623-6632. 
Opeyemi Lateef Usman And Ravie Chandren Muniyandi.  (2020).  Cryptodl: Predicting Dyslexia Biomarkers From Encrypted Neuroimaging Dataset Using Energy-efficient Residue Number System And Deep Convolutional Neural Network.  - Symmetry.  1-24. 
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. 
Hasan Awni Shakir, Ravie Chandren Muniyandi, Zulkarnain Md. Ali.  (2019).  Energy Consumption In Mobile Ad-hoc Network: Challenges And Solutions.  - Journal Of Theoretical And Applied Information Technology.  755-764. 
Nur Hilda Amira Abd Wahab, Masnizah Mohd, Ravie Chandren Muniyandi, Balaji Rajendran, Gopinath Palaniappan.  (2019).  Concordance And Term Frequency In Analyzing Api Calls For Malware Behavior Detection.  - Journal Of Computer Science.  1307-1319. 
Ilyas Khudhair Yalwi Dubi, Ravie Chandren Muniyandi.  (2019).  Performance Investigation Of Voip Over Mobile Wimax Networks Through Opnet Simulation.  - International Journal Of Advanced Computer Science And Applications.  148-152. 
Mohammed Ahmed Jubair, Salama A. Mostafa, Ravie Chandren Muniyandi, Hairulnizam Mahdin, Aida Mustapha, Mustafa Hamid Hassan, Moamin A. Mahmoud ,yasir Amer Al-jawhar, Ahmed Salih Al-khaleefa, Ahmed Jubair Mahmood.  (2019).  Bat Optimized Link State Routing Protocol For Energy-aware Mobile Ad-hoc Networks.  - Symmetry.  1-22. 
Nur Husna Azizul, Abdullah Mohd Zin, Ravie Chandren Muniyandi, Zarina Shukur.  (2019).  Authentication And Authorization Design In Honeybee Computing.  - International Journal Of Advanced Computer Science And Applications.  18-23. 
A. S. Al-khaleefa, M.r. Ahmad, R.c. Muniyandi, R.f. Malik, A.a.m. Isa.  (2018).  Optimized Authentication For Wireless Body Area Network.  - Journal Of Telecommunication, Electronic And Computer Engineering. 
Amirhossein Sahlabadi, Ravie Chandren Muniyandi, Mahdi Sahlabadi, And Hossein Golshanbafghy.  (2018).  Framework For Parallel Preprocessing Of Microarray Data Using Hadoop.  - Advances In Bioinformatics.  1-9. 
Mustafa Raad Hammoodi, Ravie Chandren Muniyandi.  (2018).  An Improved Harmony Search Algorithm For Optimized Link State Routing Protocol In Vehicular Ad Hoc Network.  - International Journal Of Engineering And Technology. 
Renea Chowdhury Shormee, Ravie Chandren Muniyandi, Dip Nandi.  (2018).  Comparative Study Of Parallel Implementation For Searching Algorithms With Openmp.  - Journal Of Theoretical And Applied Information Technology. 
N. Elkhani, R. C. Muniyandi, G. Zhang.  (2018).  Multi-objective Binary Pso With Kernel P System On Gpu.  - International Journal Of Computers Communications & Control. 
Md Akizur Rahman, Ravie Chandren Muniyandi.  (2018).  Review Of Gpu Implementation To Process Of Rna Sequence On Cancer.  - Informatics In Medicine Unlocked.  17-26. 
Alhraishawi Taj Aldeen Naser Abdali, Ravie Chandren Muniyandi.  (2017).  Optimized Model For Energy Aware Location Aided Routing Protocol In Manet.  - International Journal Of Applied Engineering Research.  4631-4637. 
Bilal Mishaal Mohammed And Ravie Chandren Muiyandi.  (2017).  An Efficient Modified Binary Particle Swarm Based On Task Allocation.  - Journal Of Engineering And Applied Sciences.  7063-7068. 
Ahmad Naeem Jasim, Ravie Chandren Muniyandi.  (2017).  Comparison Study Between Aodv And Dsdv Performance Using Ns2 (reactive And Proactive).  - Journal Of Engineering And Applied Sciences.  3265-3272. 
Naeimeh Elkhani, Ravie Chandren Muniyandi.  (2017).  Membrane Computing Inspired Feature Selection Model For Microarray Cancer Data.  - Intelligent Data Analysis.  137-157. 
Shivan Qasim Ameen, Ravie Chandren Muniyandi.  (2017).  Improvement At Network Planning Using Heuristic Algorithm To Minimize Cost Of Distance Between Nodes In Wireless Mesh Networks.  - International Journal Of Electrical And Computer Engineering.  309-315. 
Mustafa Hamid Hassan, Ravie Chandren Muniyandi.  (2017).  An Improved Hybrid Technique For Energy And Delay Routing In Mobile Ad-hoc Networks.  - International Journal Of Applied Engineering Research (ijaer).  134-139. 
Fahad Taha Al-dhief, Ravie Chandren Muniyandi, Naseer Sabri.  (2017).  Performance Evaluation Of Lar And Olsr Routing Protocols In Forest Fire Detection Using Mobile Ad-hoc Network.  - Indian Journal Of Science And Technology.  1-9. 
Gexiang Zhang, Linqiang Pan, Gheorghe Paun, Ravie Chandren Muniyandi.  (2017).  Foreword: Special Issue On Membrane Computing.  - Romanian Journal Of Information Science And Technology.  3-4. 
Ahmed Salih Khirbeet, Ravie Chandren Muniyandi.  (2017).  New Heuristic Model For Optimal Crc Polynomial.  - International Journal Of Electrical And Computer Engineering.  521-525. 
Esraa Saad Abdulmajed, Ravie Chandren Muniyandi And Mustafa Abdullah Azzawi.  (2017).  A Novel Method Of Preprocessing And Evaluating The Kdd Cup 99 Data Set.  - Journal Of Advanced Research In Dynamical And Control Systems.  43-54. 
Haitham Qutaiba Ghadhban, Ravie Chandren Muniyandi.  (2016).  Improved Kalman Filter Based Lar In Vehicular Ad Hoc Network.  - International Review On Modelling And Simulations.  361-366. 
Mohammed Ahmed Jubair, Ravie Chandren Muniyandi.  (2016).  Ns2 Simulator To Evaluate The Effective Of Nodes Number And Simulation Time On The Reactive Routing Protocols In Manet.  - International Journal Of Applied Engineering Research.  11394-11399. 
Ali Maroosi, Ravie Chandren Muniyandi, Elankovan Sundararajan, Abdullah Mohd Zin.  (2016).  A Parallel Membrane Inspired Harmony Search For Optimization Problems: A Case Study Based On A Flexible Job Shop Scheduling Problem.  - Applied Soft Computing.  120-136. 
Naeimeh Elkhani And Ravie Chandren Muniyandi.  (2016).  Review Of The Effect Of Feature Selection For Microarray Data On The Classification Accuracy For Cancer Data Sets.  - International Journal Of Soft Computing.  334-342. 
Ali Abdulkareem Mahmood, Ali Maroosi And Ravie Chandren Muniyandi.  (2016).  Membrane Computing To Enhance Time Efficiency Of Minimum Dominating Set.  - Mathematics In Computer Science.  249-261. 
Farooq Basil Abdulqader, Ravie Chandren Muniyandi.  (2016).  Enhancing Multiple Channels In Wireless Mesh Networks By Using Artificial Bee Colony Scheduling Algorithm With Ranking Strategy.  - Journal Of Theoretical And Applied Information Technology.  242-249. 
Ahmed Salih Mahdi, Ravie Chandren Muniyandi.  (2016).  Enhancement Of Cloud Performance And Storage Consumption Using Adaptive Replacement Cache And Probabilistic Content Placement Algorithms.  - Journal Of Theoretical And Applied Information Technology.  376-384. 
Ravie Chandren Muniyandi, Ali Maroosi.  (2015).  Enhancing The Simulation Of Membrane System On The Gpu For The N-queens Problem.  - Chinese Journal Of Electronics.  740-743. 
Rufai Kazeem Idowu, Ravie Chandren Muniyandi, Zulaiha Ali Othman.  (2015).  Denial Of Service Attack Detection Using Trapezoidal Fuzzy Reasoning Spiking Neural P System.  - Journal Of Theoretical And Applied Information Technology.  397-404. 
Bareq Shaalan, Ravie Chandren Muniyandi.  (2015).  Implementing Mitogen Activated Protein Kinases Cascade On Membrane Computing Using P-lingua.  - Journal Of Computer Science.  178-187. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2014).  Enhancement Of Membrane Computing Model Implementation On Gpu By Introducing Matrix Representation For Balancing Occupancy And Reducing Inter-block Communications.  - Journal Of Computational Science.  861-871. 
Ravie Chandren Muniyandi, Abdullah Mohd Zin.  (2014).  Modeling Framework For Membrane Computing In Biological Systems: Evaluation With A Case Study.  - Journal Of Computational Science.  5(2):137-143. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2014).  Accelerated Execution Of P Systems With Active Membranes To Solve The N-queens Problem.  - Theoretical Computer Science.  39-54. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi And Zarina Shukur.  (2014).  Detecting Abnormal Behavior In Social Network Websites By Using A Process Mining Technique.  - Journal Of Computer Science.  10(3):393-402. 
Ali Maroosi, Ravie Chandren Muniyandi, Elankovan Sundararajan, Abdullah Mohd Zin.  (2014).  Parallel And Distributed Computing Models On A Graphics Processing Unit To Accelerate Simulation Of Membrane Systems.  - Simulation Modelling Practice And Theory.  47:60-78. 
Kazeem I. Rufai, Ravie Chandren Muniyandi, Zulaiha A. Othman.  (2014).  Improving Bee Algorithm Based Feature Selection In Intrusion Detection System Using Membrane Computing.  - Journal Of Networks.  9(3):523-529. 
Rufai Kazeem Idowu, Ravie Chandren A/l Muniyandi And Zulaiha Ali Othman.  (2013).  Improving Intrusion Detection System Using Spiking Neural P System: An Appraisal.  - Australian Journal Of Basic And Applied Sciences.  7(11):357-365. 
Ravie Chandren Muniyandi, Abdullah Mohd Zin, J.w. Sanders.  (2013).  Converting Differential-equation Models Of Biological Systems To Membrane Computing.  - Biosystems.  114(3):219-226. 
Ravie Chandren Muniyandi And Abdullah Mohd. Zin.  (2013).  Membrane Computing As The Paradigm For Modeling Systems Biology.  - Journal Of Computer Science.  9(1):122-127. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2013).  Membrane Computing Inspired Genetic Algorithm On Multi-core Processors.  - Journal Of Computer Science.  9(2):264-270. 
Ravie Chandren Muniyandi, Abdullah Mohd. Zin.  (2012).  Modeling Hormone-induced Calcium Oscillations In Liver Cell With Membrane Computing.  - Romanian Journal Of Information Science And Technology.  15(1):63-76. 
Ravie Chandren Muniyandi And Abdullah Mohd Zin.  (2011).  Evaluating Ligand-receptor Networks Of Tgf-beta With Membrane Computing.  - Pakistan Journal Of Biological Sciences.  14(24):1100-1108. 
Ravie Chandren Muniyandi And Abdullah Mohd. Zin.  (2010).  Modeling A Multi-compartments Biological System With Membrane Computing.  - Journal Of Computer Science.  6(10):1148-1155. 
Ravie Chandren Muniyandi And Abdullah Mohd Zin.  (2010).  Experimenting The Simulation Strategy Of Membrane Computing With Gillespie Algorithm By Using Two Biological Case Studies.  - Journal Of Computer Science.  6(5):525-535. 
Ravie Chandren Muniyandi And Abdullah Mohd. Zin.  (2009).  Modeling Of Biological Processes By Using Membrane Computing Formalism.  - American Journal Of Applied Science.  6(11):1961-1969. 

Prosiding Terindeks

Mahdi Sahlabadi, Zarina Shukur, Ravie Chandren Muniyandi And Morteza Saberikamarposhti.  (2023).  Gdp: Group-based Differential Privacy Framework For Secure Process Mining In The Internet Of Medical Things.  - 2023 International Conference On Electrical Engineering And Informatics (iceei).  1-7. 
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad.  (2022).  Privacy-preserving Classification Method For Neural-biomarkers Using Homomorphic Residue Number System Cnn: Horns-cnn.  - 2022 International Conference On Business Analytics For Technology And Security (icbats).  1-8. 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Nazanin Doroudian, Opeyemi Lateef Usman.  (2022).  Impact Of Cloud-based Customer Relationship Management (crm) In Healthcare Sector.  - 2022 International Conference On Business Analytics For Technology And Security (icbats).  1-7. 
Md Akizur Rahman, Priyanka Singh, Ravie Chandren Muniyandi, Domingo Mery, Mukesh Prasad.  (2019).  Prostate Cancer Classification Based On Best First Search And Taguchi Feature Selection Method.  - Image And Video Technology.  325-336. 
Ravie Chandren Muniyandi, Elankovan Sundararajan.  (2017).  Using Graphics Processing Unit To Accelerate Simulation Of Membrane Computing.  - 2017 6th International Conference On Electrical Engineering And Informatics (iceei).  1-6. 
Pradeep Isawasan, Ravie Chandren Muniyandi, Ibrahim Venkat & K. G. Subramanian.  (2017).  Array-rewriting P Systems With Basic Puzzle Grammar Rules And Permitting Features.  - Membrane Computing - 17th International Conference, Cmc 2016.  272-285. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2016).  Improved Convergence Behavior By Using Best Solutions To Enhance Harmony Search Algorithm.  - Proceedings Of Fifth International Conference On Soft Computing For Problem Solving.  889-898. 
Hanif Mohaddes Deylami, Ravie Chandren Muniyandi , Iman Tabatabaei Ardekani, Abdolhossein Sarrafzadeh.  (2016).  Taxonomy Of Malware Detection Techniques: A Systematic Literature Review.  - 2016 14th Annual Conference On Privacy, Security And Trust (pst).  629-636. 
Pradeep Isawasan, Ibrahim Venkat, Ravie Chandren Muniyandi And K.g. Subramanian.  (2015).  A Membrane Computing Model For Generation Of Picture Arrays.  - Lecture Notes In Computer Science 9429: Advances In Visual Informatics - 4th International Visual Informatics Conference, Ivic 2015 Bangi, Malaysia.  155-165. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2013).  Accelerated Simulation Of Membrane Computing To Solve The N-queens Problem On Multi-core.  - Swarm, Evolutionary, And Memetic Computing : Lecture Notes In Computer Science -4th International Conference (semcco 2013). 
Ali Maroosi, Ravie Chandren Muniyandia, Elankovan A. Sundararajan, Abdullah Mohd. Zin.  (2013).  Improved Implementation Of Simulation For Membrane Computing On The Graphic Processing Unit.  - Procedia Technology - The 4th International Conference On Electrical Engineering And Informatics (iceei 2013). 
Mahdi Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukor, Amirhossein Sahlabadi.  (2013).  Heterogeneous Hierarchical Coloured Petri Net Software/hardware Architectural View Of Embedded System Based On System Behaviours.  - Procedia Technology - The 4th International Conference On Electrical Engineering And Informatics (iceei 2013). 
Maroosi Ali, Ravie Chandren Muniyandi.  (2013).  A Hybrid Membrane Computing And Honey Bee Mating Algorithm As An Intelligent Algorithm For Channel Assignment Problem.  - Advances In Intelligent Systems And Computing - Proceedings Of The Eighth International Conference On Bio-inspired Computing: Theories And Applications (bic-ta). 
Rufai Kazeem Idowu, Ali Maroosi, Ravie Chandren Muniyandi, Zulaiha Ali Othman.  (2013).  An Application Of Membrane Computing To Anomaly-based Intrusion Detection System.  - Procedia Technology - The 4th International Conference On Electrical Engineering And Informatics (iceei 2013). 
Ravie Chandren Muniyandi, Abdullah Mohd. Zin.  (2012).  A Framework For Modeling And Verifying Biological Biological Systems Using Membrane Computing.  - Proceedings Of Seventh International Conference On Bio-inspired Computing: Theories And Applications (bic-ta 2012), Advances In Intelligent Systems And Computing. 
Muniyandi Ravie Chandren And Mohd. Zin Abdullah.  (2011).  Simulation Strategy Of Membrane Computing To Characterize The Structure And Non-deterministic Behavior Of Biological Systems: A Case Study With Ligand-receptor Network Of Protein Tgf-beta.  - 2nd International Visual Informatics Conference, Ivic 2011; Selangor Lecture Notes In Computer Science. 
Ravie Chandren Muniyandi, Abdullah Mohd. Zin.  (2011).  Comparing Membrane Computing Simulation Strategies Of Metabolic And Gillespie Algorithms With Lotka-voltera Population As A Case Study.  - 2011 International Conference On Electrical Engineering And Informatics. 
Ravie Chandren Muniyandi, Abdullah Mohd. Zin.  (2011).  Comparing Membrane Computing With Ordinary Differential Equation In Modeling A Biological Process In Liver Cell.  - 6th International Conference On Bio-inspired Computing: Theories And Applications, Bic-ta 2011; Penang. 

Buku Penyelidikan

Ravie Chandren Muniyandi And Naeimeh Elkhani.  (2021).  Membrane Computing: 21st International Conference Cmc 2020 Virtual Event September 14 To 18 2020 Revised Selected Papers.  - 31. 
Rufai Kazeem Idowu & Ravie Chandren Muniyandi.  (2019).  Advances In Nature-inspired Computing And Applications.  - 15. 
Rufai Kazeem Idowu, Ravie Chandren Muniyandi & Zulaiha Ali Othman.  (2015).  Quest For Research Excellence On Computing, Mathematics And Statistics.  - Chapters In Book: The 2nd International Conference On Computing, Mathematics And Statistics (icms2015).  Chapter 1 : 1-10. 

Bab Dalam Buku

Ravie Chandren Muniyandi And Naeimeh Elkhani.  (2021).  Membrane Computing: 21st International Conference Cmc 2020 Virtual Event September 14 To 18 2020 Revised Selected Papers.  - 31. 
Rufai Kazeem Idowu & Ravie Chandren Muniyandi.  (2019).  Advances In Nature-inspired Computing And Applications.  - 15. 
Zarina Shukur, Khairul Azmi Abu Bakar, Ravie Chandren Muniyandi, Rossilawati Sulaiman & Zulkarnain Md. Ali.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Rufai Kazeem Idowu, Ravie Chandren Muniyandi & Zulaiha Ali Othman.  (2015).  Quest For Research Excellence On Computing, Mathematics And Statistics.  - Chapters In Book: The 2nd International Conference On Computing, Mathematics And Statistics (icms2015).  Chapter 1 : 1-10. 
Francesco Bernardini, Marian Gheorghe, Natalio Krasnogor, Ravie C. Muniyandi, Mario J. Pérez-jímenez And Francisco José Romero-campero.  (2005).  Lecture Notes In Computer Science.  - 114-133. 

Penerbitan Lain-lain

Ravie Chandren A/l Muniyandi;shahnorbanun Binti Sahran.  (2024).  Deep Learning With Spiking Neural P System For Effective Diagnosis And Efficient Predictions Of Learning Pattern In Autism Spectrum Disorder.  -
Mohammad Kamrul Hasan;rosilah Binti Hassan;ravie Chandren A/l Muniyandi.  (2023).  Novel Resource-efficient Mobility Management Framework To Solve The Handover Problems In 5g Network.  -
Hazura Binti Mohamed;zaihosnita Binti Hood;ravie Chandren A/l Muniyandi;khairul Azmi Bin Abu Bakar;kauthar Binti Mohd Daud.  (2022).  Kualiti Guru Pendidikan Islam Dalam Pdp.  -
Khairul Azmi Bin Abu Bakar;zarina Binti Shukur;ravie Chandren A/l Muniyandi.  (2021).  Location Based Authentication Using Visible Light Communication.  -
Hazura Mohamed, Kauthar Mohd Daud, Khairul Azmi Abu Bakar, Ravie Chandren Muniyandi, Zaihosnita Hood, Azhar A. Kadir.  (2021).  Kesediaan Guru Menggunakan Pelantar Pembelajaran Digital Dalam Pengajaran Dan Pembelajaran Di Rumah.  - Kongres Dan Pertandingan Inovasi Dalam Pengajaran Dan Pembelajaran (knovasi) 2021 Evolusi Ke Arah Pembelajaran Tanpa Sempadan: Langkah Kehadapan.  1-14. 
Hazura Mohamed, Kauthar Mohd Daud, Khairul Azmi Abu Bakar, Ravie Chandren Muniyandi, Zaihosnita Hood, Azhar A. Kadir.  (2021).  Kesediaan Guru Menggunakan Pelantar Pembelajaran Digital Dalam Pengajaran Dan Pembelajaran Di Rumah.  - K-novasi 2021.  11-13. 
Ravie Chandren Muniyandi.  (2019).  Course Modules - Programming Paradigm.  - 1-650. 
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. 
Ravie Chandren A/l Muniyandi;abdullah Bin Mohd. Zin;elankovan A/l A Sundararajan;norfilza Binti Mohd Mokhtar.  (2019).  Membrane Computing To Accelerate The Processing Of Rna Sequence For Effective Cancer Diagnosis.  - 1-23. 
Masnizah Mohd, Siti Norul Huda Sheikh Abdullah, Khairul Azmi Abdu Bakar, Rossilawati Sulaiman & Ravie Chandren A/l Muniyandi.  (2018).  Laporan Akhir Cyber Resilience Workshop 2018.  - Laporan Teknikal Lp- Ftsm-2018-06. 
Nurfajrina Naserudin & Ravie Chandren Muniyandi.  (2017).  Perlindungan Hak Cipta Buku Elektronik Menggunakan Kaedah Penyulitan Blowfish.  - Softam-atur-2017-24. 
Nik Fathira W. Baharuddin & Ravie Chandren Muniyandi.  (2017).  Pengawalan Kaedah Pengesahan Dalam Perbankan Internet Menggunakan Kaedah Penyulitan Madu.  - Softam-atur-2017-26. 
Nurul Raihanah Hazman & Ravie Chandren Muniyandi.  (2017).  Pengawalan Sistem Keselamatan Pengurusan Maklumat Pesakit Menggunakan Teknik Piawaian Penyulitan Terkehadapan (aes).  - Softam-atur-2017-25. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2015).  Accelerated Simulation Of Membrane Computing Approach On The Graphics Processing Unit To Solve The N-queens Problem.  - Workshop On Membrane Computing (wmc) At The Conference On Unconventional Computation & Natural Computation. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2014).  Accelerated P Systems With Active Membranes On A Graphics Processing Unit.  - Asian Conference On Membrane Computing 2014. 
Rufai Kazeem Idowu, Ravie Chandren Muniyandi And Zulaiha Ali Othman.  (2014).  Advocating The Use Of Fuzzy Reasoning Spiking Neural P System In Intrusion Detection.  - Asian Conference Of Membrane Computing 2014. 
Zawiyah M. Yusof, Hazura Mohamed, Jamaiah Yahaya, Kamsuriah Ahmad, Muriati Mukhtar, Nor Azan Mat Zin, Ravie Chandren Muniyandi, Rossilawati Sulaiman, Siti Fadzilah Mat Noor.  (2014).  2014 Softam Postgraduate Seminar : Book Of Abstract.  - 2014 Softam Postgraduate Seminar. 
Ali Maroosi, Ravie Chandren Muniyandi.  (2013).  Enhancing The Simulation By Membrane Computing Of N Queens Problem On A Gpu By Reducing Unnecessary Communications.  - Asian Conference On Membrane Computing 2013. 
Rufai Kazeem Idowu, Ravie Chandren A/l Muniyandi, Zulaiha Ali Othman.  (2012).  Intrusion Detection System And Spiking Neural P System : Exploring Their Interdependency.  - The 6th Malaysian Software Engineering Conference 2012. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

A Cloud-based Scheme with Energy-Efficient RNS Homomorphic Encryption for Secured Deep CNN Classification of Dyslexia Neural-Biomarkers , Ketua Projek , 07-09-2021 sehingga 06-09-2024 , Kebangsaan

Tamat

Deep Learning with Spiking Neural P System for effective diagnosis and efficient predictions of learning pattern in autism spectrum disorder , Ketua Projek , 15-12-2019 sehingga 14-06-2022 , Universiti
Membrane Computing To Accelerate The Processing Of RNA Sequence For Effective Cancer Diagnosis , Ketua Projek , 02-11-2015 sehingga 01-11-2018 , Kebangsaan
DEVELOPMENT OF MEMBRANE COMPUTING BASED SOFTWARE FOR THE CLASSIFICATION OF CANCER , Ketua Projek , 01-07-2014 sehingga 30-06-2017 , Kebangsaan
Pemantapan penggunaan peralatan simulasi melalui kajian kes untuk pengajaran dan pembelajaran berorientasikan pelajar untuk kursus analisa dan rekabentuk algoritma , Ketua Projek , 01-07-2013 sehingga 30-06-2014 , Universiti
Pemantapan Pengajaran dan Pembelajaran Untuk Kursus Analisa dan Rekabentuk Algoritma Dengan Peralatan Simulasi , Ketua Projek , 20-06-2012 sehingga 20-06-2013 , Universiti
Spiking Neural P Systems to Enhance Intrusion Detection Systems for Network Security Management , Ketua Projek , 04-04-2012 sehingga 03-04-2015 , Universiti
ENHANCING MEMBRANE COMPUTING OR BIOLOGICAL SYSTEMS BY INTEGRATED OTHER FEATURES AND APPROACHES IN COMPUTER SCIENCE , Ketua Projek , 19-12-2011 sehingga 18-12-2013 , Universiti
Enhancing Simulation of Membrane Computing Formalism by Using High Performance Computing Approach , Ketua Projek , 21-06-2011 sehingga 20-06-2013 , Kebangsaan
Kualiti Guru Pendidikan Islam Dalam PdP , Penyelidik Bersama , 01-12-2020 sehingga 30-11-2021 , Universiti
Multi-layered Randomization Embedding and Data Compression Algorithm for High Payload Capacity and Secured Image Steganography , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan
Novel Resource-efficient Mobility Management Framework To Solve the Handover Problems in 5G Network , Penyelidik Bersama , 01-08-2020 sehingga 31-01-2023 , Universiti
Location Based Authentication Using Visible Light Communication , Penyelidik Bersama , 16-10-2017 sehingga 15-08-2020 , Kebangsaan
Process Mining Algorithm based on the Learning Automata Families for Detecting Anomalous Event , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Peningkatan Produk , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
Adaptive Congestion Control Scheme for High Performance TCP in Multi-hop Wireless Networks , Penyelidik Bersama , 01-02-2015 sehingga 31-01-2017 , Antarabangsa
Pembangunan Program Lonjakan Penyelidikan dan Penerbitan Kumpulan Pengatucaraan , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
SECURITY VERIFICATION FRAMEWORK FOR MOBILE OS , Penyelidik Bersama , 20-05-2013 sehingga 19-05-2015 , Kebangsaan
PEMBANGUNAN PROGRAM LONJAKAN PENYELIDIKAN, PENERBITAN DAN PENDIDIKAN FTSM , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
PEMBANGUNAN PROGRAM LONJAKAN PENYELIIKAN DAN PENERBITAN KUMPULAN PENGATURCARAAN , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
A Computational Intelligence Routing Protocol for Vehicular Ad Hoc Network , Penyelidik Bersama , 04-04-2012 sehingga 01-04-2015 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2014
Anugerah Perkhidmatan 20 Tahun / Anugerah Perkhidmatan 20 Tahun , 2018

Anugerah-anugerah Lain

Anugerah Kertas Terbaik , 2017
Anugerah Budaya Kualiti , 1899
Anugerah Budaya Kualiti , 1899
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

USING MEMBRANE COMPUTING FOR SOLVING THE MINIMUM DOMINATING, ALI ABDULKAREEM MAHMOOD, Sarjana
MENINGKATKAN SALURAN BERBILANG DALAM RANGKAIAN TANPA WAYAR, FAROOQ BASIL ABDULQADER, Sarjana
KEKUNCI RAWAK LENGKUK ELIPTIK DIFFIE-HELLMAN MENGGUNAKAN, OTHMAN ARAF HANSHAL, Sarjana
ALGORITMA PENGHALAAN KELAWAR UNTUK MENGOPTIMUMKAN PENGGUNAAN, MOHAMMED AHMED JUBAIR, Sarjana
SUATU TEKNIK HIBRID YANG DITINGKATKAN UNTUK TENAGA DAN, MUSTAFA HAMID HASSAN, Sarjana
MENGURANGKAN KELEWATAN SKIM PENGESANAN BAIT KOPERASI UNTUK, AHMED MOHAMMED FAHAD, Sarjana
PARALLELIZED ROBUST MULTI-ARRAY AVERAGE FOR PREPROCESSING OF MICROARRAY DATA USING HADOOP, AMIRHOSSEIN SAHLABADI, Sarjana
PENINGKATAN CARIAN HARMONI YANG DIOPTIMUMKAN UNTUK PROTOKOL, MUSTAFA RAAD HAMMOODI AL-HAMOODA, Sarjana
PROTOKOL LALUAN LOKASI DIBANTU DIOPTIMUMKAN SECARA GENETIK, AHMED NAEEM JASIM, Sarjana
PENINGKATAN PRESTASI AWAN DAN PENGGUNAAN SIMPANAN MENGGUNAKAN, AHMED SALIH MAHDI, Sarjana
IMPLEMENT MITOGEN ACTIVATED PROTEIN KINASES CASCADE PROBLEM, BAREQ SHAALAN MOHAN, Sarjana
LAR BERDASARKAN PENAPIS KALMAN YANG DITINGKATKAN DALAM, HAITHAM QUTAIBA GHADHBAN, Sarjana
Kerangka Pemeliharaan Privasi Yang Dipertingkat Untuk Sanitasi dan Pemulihan Data, MD MOKHLESUR RAHMAN, Sarjana
KHALIL HUZAIRI BIN AHMAD, Sarjana
RANGKAIAN JEJARING TANPA WAYAR BERDASARKAN ALGORITMA, SHIVAN QASIM AMEEN, Sarjana
PENAMBAHBAIKAN CRC BERASASKAN GENETIK DALAM MENINGKATKAN, AHMED SALIH KHIRBEET, Sarjana
PROTOKOL PENGHALAAN BERASASKAN PENGHALAAN YANG DIBANTU, FAHAD TAHA NAJI, Sarjana
MESIN PEMBELAJARAN URUTAN EKSTREM DALAM TALIAN YANG DIUBAH SUAI UNTUK PENGESANAN PENCEROBOHAN, ESRAA SAAD ABDULMAJED, Sarjana
PERUNTUKAN TUGAS UNTUK NOD TENAGA YANG HETEROGENIC DI DALAM, BILAL MISHAAL MOHAMMED, Sarjana
ENERGY EFFICIENT LOCATION AIDED ROUTING PROTOCOL LAR BASED ON, TAJ ALDEEN NASER ABD ALI, Sarjana
PENGOPTIMUMAN PARAMETRIC ANN UNTUK KLASIFIKASI KANSER, MD. AKIZUR RAHMAN, Sarjana
Pengiraan Efektif dan Kesedaran Secara Praktikal Pendekatan Evolusi Multi-Objektif Berasaskna Pareto Untuk Pengaturan Kedudukan Bagi Rangkaian Sensor Tanpa Wayar, MUSTAFA ALI HAMEED, Sarjana
Pengoptimuman Protokol Laluan Kawalan Tenaga Manet Untuk Acecr Dengan Nilai Ambang dan Pengoptimuman Kelompok Zarah, HASAN AWNI SHAKIR, Sarjana
LALUAN BERDASARKAN EKOR YANG DIOPTIMUMKAN UNTUK VANET, MUSTAFA QASIM HAMEED, Sarjana

Pelajar Doktor Falsafah

AL-DUJAILI MUSTAFA JAAFAR BAQER, Doktor Falsafah
SHAREEF ALI HANDHAL SHAREEF, Doktor Falsafah
ALKHALIDI ALI NAJM JASIM, Doktor Falsafah
MASHARY NAWWAF M, Doktor Falsafah
SYNCHRONIZATION CONTROL OF MEMRISTOR-BASED NEURAL NETWORKS WITH TIME DELAYS AND ITS APPLICATION IN IMAGE ENCRYPTION, CHEN YAN, Doktor Falsafah
LUO ZEPENG, Doktor Falsafah
ZHANG QINGYUE, Doktor Falsafah
DEVELOPMENT OF POWER SYSTEM DATA MANAGEMENT BASED ON INTELLIGENT CLOUD COMPUTING, AHMED HADI ALI AL-JUMAILI, Doktor Falsafah
ABDULLAH GHANIM JABER, Doktor Falsafah
SISTEM NOMBOR SISA YANG EFISEN TENAGA BERASASKAN SENIBINA MENDALAM CNN YANG SELAMAT UNTUK KLASIFIKASI PENANDA-BIO NEURAL, USMAN OPEYEMI LATEEF, Doktor Falsafah
ZHANG YA, Doktor Falsafah
HASAN MD MEHEDI, Doktor Falsafah
Komputeran Membran Untuk Pemilihan Kecirian Dengan Parameter Pengesanan Pencerobohan, RUFAI KAZEEM IDOWU, Doktor Falsafah
Rangka Kerja Mudah Untuk Penilaian Prestasi Dan Keselamatan Perisian Seni Bina Menggunakan Proses Perlombongan, MAHDI SAHLABADI, Doktor Falsafah
IMPROVEMENTS OF PERFORMANCE FOR PARALLEL SIMULATION OF MEMBRANE, ALI MAROOSI, Doktor Falsafah
Sistem Kernel P-Pengoptimum Multi Objektif Kumpulan Zarah Penduaan Bagi Ciri Kaedah Pemilihan Dalam Tatasusun Dataset Kanser, NAEIMEH ELKHANI, Doktor Falsafah
HANIF MOHADDES DEYLAMI, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

2014 Softam Postgraduate Seminar : Book of Abstract , 20-10-2014 sehingga 21-10-2014 , Kebangsaan
Asian Conference of Membrane Computing , 18-09-2014 sehingga 19-09-2014 , Antarabangsa
Syarahan Jemputan (Invited Speaker) , 17-09-2014 sehingga 17-09-2014 , Antarabangsa
Syarahan Jemputan (Invited Speaker) , 18-09-2014 sehingga 19-09-2014 , Antarabangsa
A parallel algorithm for solving the n-queens problem based on inspired computational model , 29-01-2014 sehingga 28-02-2014 , Antarabangsa
Penyelaras Program Bioinformatiks FTSM , 29-08-2014 sehingga 01-01-1970 , Kebangsaan
Penilai Kursus CITRA Kompetensi , 16-10-2014 sehingga 01-01-1970 , Kebangsaan
Jawatankuasa Aktiviti SOFTAM , 16-07-2014 sehingga 01-01-1970 , Kebangsaan
Jawatankuasa Pengajian Kedoktoran , 03-02-2014 sehingga 01-01-1970 , Kebangsaan
ACMC2016-Organising Commitee , 14-11-2016 sehingga 16-11-2016 , Antarabangsa
ACMC2016-Programme Commitee , 14-11-2016 sehingga 16-11-2016 , Antarabangsa
Pre-Prosiding of Asian Conference of Membrane Computing 2016 , 14-11-2016 sehingga 16-11-2016 , Antarabangsa
ADVISORY COMMITTEE , 15-12-2016 sehingga 16-12-2016 , Antarabangsa
Information Science (journal) , 16-11-2016 sehingga 31-12-2016 , Antarabangsa
Invited Speaker (International Conference) , 15-12-2016 sehingga 16-12-2016 , Antarabangsa
M-Cait Proceeding , 27-05-2016 sehingga 15-06-2016 , Antarabangsa
Program Committee of Asian Conference of Membrane Computing 2017 , 21-09-2017 sehingga 25-09-2017 , Antarabangsa
Romjist : Volume 20, Number 1, 2017 , 01-04-2017 sehingga 01-04-2017 , Antarabangsa
Lembaga Teknologis Malaysia , 31-05-2018 sehingga 01-01-1970 , Kebangsaan
INTRODUCTION TO BIG DATA ANALYTICS AND DATA SCIENCE , 26-06-2018 sehingga 26-06-2018 , Negeri
Anugerah Kertas Terbaik , 25-09-2017 sehingga 01-01-1970 , Antarabangsa
Lembaga Teknologis Malaysia (Professional Technologist) , 26-05-2018 sehingga 25-05-2019 , Kebangsaan
Technical Trainer , 01-06-2018 sehingga 01-06-2018 , Negeri
Collaboration Between Fakulti Teknologi & Sains Maklumat, University Kebangsaan Malaysia (FTSM ) and Sa Innovation & Applied Science Sdn Bhd (SAI) , 03-12-2018 sehingga 01-01-1970 , Kebangsaan
Program Committee - Asian Conference of Membrane Computing (ACMC) 2018 , 15-08-2018 sehingga 01-01-1970 , Antarabangsa
Organising Committee -Cyber Resilience Conference (CRC) 2018 , 13-11-2018 sehingga 15-11-2018 , Antarabangsa
Organising Committee -CYBER RESILIENCE WORKSHOP (CRW2018) , 01-12-2018 sehingga 02-12-2018 , Antarabangsa
Technical Program Committee - 7th International Conference on Smart Computing & Communications (ICSCC 2019) , 12-12-2018 sehingga 01-01-1970 , Antarabangsa
Programme Committee BICAS 2020 (3rd Biologically Inspired Parallel and Distributed Computing, Algorithms and Solutions - Special Session of HPCS 2020, Barcelona , 23-05-2020 sehingga 17-12-2020 , Antarabangsa
Organizing committee , 8th International Conference on Recent Challenges in Engineering and Technology 2020 , 01-01-2020 sehingga 31-01-2020 , Antarabangsa
Programme Committee, International Conference on Membrane Computing 2020 (ICMC2020) , 30-06-2020 sehingga 18-09-2020 , Antarabangsa
2020 APEC POLICY PARTNERSHIP ON SCIENCE, TECHNOLOGY & INNOVATION (PPSTI) MEETINGS , 01-02-2020 sehingga 29-02-2020 , Antarabangsa
Certified Publons Academy Supervisor , 01-06-2021 sehingga 31-05-2030 , Antarabangsa
8TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING & INFORMATICS (ICEEI 2021) , 12-10-2021 sehingga 13-10-2021 , Antarabangsa
PELAKSANAAN PROGRAM SENIOR EKSEKUTIF HASIL (TEKNOLOGI MAKLUMAT) ANTARA UKM-LHDNM , 01-05-2021 sehingga 31-10-2022 , Kebangsaan
PIBG , 01-01-2022 sehingga 31-12-2022 , Negeri
My Global Intec Center Sdn Bhd , 30-11-2021 sehingga 01-01-1970 , Antarabangsa
PANEL PENILAI MAJLIS AKREDITASI TEKNOLOGI DAN TEKNIKAL (TTAC) MBOT , 04-01-2022 sehingga 04-01-2024 , Kebangsaan
PAKAR BIDANG MODUL BAGI PEMBANGUNAN BAKAT BELIA DALAM KESELAMATAN SIBER , 05-01-2022 sehingga 31-12-2023 , Kebangsaan
Data Science with R for Engineers , 06-12-2022 sehingga 06-12-2022 , Kebangsaan
Emerging Technologies Webinar Python Dont Bite Bytes For All , 28-07-2022 sehingga 28-07-2022 , Kebangsaan
BACHELOR OF COMPUTER SCIENCE (CYBER SECURITY) (HONS) UNIVERSITI TENAGA NASIONAL , 13-12-2022 sehingga 14-12-2022 , Kebangsaan
RHB UKM Data Analytics - Knowledge Dissemination Programme - 4 Days Data Analytic Using R Studio , 14-06-2022 sehingga 21-06-2022 , Kebangsaan
SCHEDULING AND PREDICTIVE MAINTENANCE FOR SMART TOILET , 02-11-2022 sehingga 01-01-1970 , Kebangsaan
Domain Name System Security - Health Measurement And Intrusion Detection , 24-02-2022 sehingga 01-01-1970 , Antarabangsa
Majlis Akreditasi Teknologi dan Teknikal (TTAC) Lembaga Teknologis Malaysia (MBOT): Sarjana Muda Sains Komputer (Kepujian) Rangkaian Komputer (MBOT/FA/IT/0/02/0036) , 30-05-2023 sehingga 31-05-2023 , Kebangsaan
Appointment as a Visiting Professor , 01-04-2023 sehingga 31-03-2024 , Antarabangsa

Khidmat Dalam

PENILAI GERAN GUP PERINGKAT FTSM , 01-04-2020 sehingga 04-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Bengkel Pemilihan Calon Anugerah Emas Peringkat Kedoktoran dan Sarjana , 19-08-2019 sehingga 19-08-2019 , Universiti
JAWATANKUASA INFORMAN KUMPULAN TERFOKUS (FGD) , 27-02-2023 sehingga 31-03-2023 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Bil.7/2018 , 30-03-2018 sehingga 30-03-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.11/2020 , 11-06-2020 sehingga 11-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.12/2020 , 11-11-2020 sehingga 11-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.12020 , 13-02-2020 sehingga 13-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.2/2020 , 25-02-2020 sehingga 25-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.23/2019 , 03-09-2019 sehingga 03-09-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.3/2020 , 02-03-2020 sehingga 02-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.4/2020 , 27-04-2020 sehingga 27-04-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.5/2020 , 05-05-2020 sehingga 05-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.6/2020 , 08-05-2020 sehingga 08-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.7/2020 , 15-05-2020 sehingga 15-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.8/2020 , 20-05-2020 sehingga 20-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.9/2020 , 04-06-2020 sehingga 04-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Akademik FTSM , 01-07-2020 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan Holistik , 01-03-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kerja ChatGPT-UKM , 13-02-2023 sehingga 12-02-2025 , 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 Kedoktoran , 01-07-2021 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Kedoktoran FTSM , 01-03-2018 sehingga 31-03-2020 , Universiti
Jawatankuasa Pengajian Sarjana Muda Sains Komputer , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
MINGGU JALINAN MESRA 2017 , 01-08-2017 sehingga 09-09-2017 , Fakulti / Institut / Pusat Perkhidmatan
MOU UKM Standart Chartered Global GBS , 16-10-2017 sehingga 16-10-2017 , Universiti
Majlis Pemakaian Jubah dan Pengiktirafan Penyelia Doktor Falsafah 2019 , 01-11-2019 sehingga 01-11-2019 , Fakulti / Institut / Pusat Perkhidmatan
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENDIDIKAN TINGGI (DP KPT) TAHUN 2023 , 18-03-2023 sehingga 31-12-2023 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENDIDIKAN TINGGI (DP KPT) TAHUN 2024 , 16-12-2023 sehingga 31-12-2024 , Universiti
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2022 , 01-06-2022 sehingga 31-12-2022 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2023 , 26-07-2023 sehingga 31-12-2023 , Universiti
Pemeriksa Pembentangan Usulan , 03-06-2020 sehingga 03-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilai FRGS Peringkat Fakulti , 17-11-2023 sehingga 07-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran FRGS FTSM Tahun 2022 , 14-01-2022 sehingga 21-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan Dana Universiti , 26-05-2022 sehingga 26-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai LMCK (Citra Kompentensi) , 02-01-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Semester II 2022/2023 , 03-07-2023 sehingga 07-07-2023 , Fakulti / Institut / Pusat Perkhidmatan
Persidangan Kebingkasan Siber 2018 , 13-11-2018 sehingga 15-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
Program Sarjana Muda Sains Komputer , 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
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Mempertahankan Usulan - Ahmed Hadi Ali , 25-03-2022 sehingga 25-03-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Sesi Mempertahankan Usulan - Rahmad Abdillah , 20-04-2022 sehingga 20-04-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Special Interest Group (SIG) FTSM , 01-02-2021 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan