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. 

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. 

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 *, 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. 

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. 

mahdi sahlabadi, ravie chandren muniyandi, zarina shukur, faizan qamar.  (2022).  lightweight software architecture evaluation for industry: a comprehensive review.  - sensors.  1-27. 

opeyemi lateef usman, ravie chandren muniyandi, khairuddin omar, mazlyfarina mohamad.  (2022).  an energy-efficient homomorphic residue number system based cnn model for classification of dyslexia neural-biomarkers.  - e-proceedings of seminar on information retrieval and knowledge management 2022 (sirkm'22).  1-4. 

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.  - .  . 

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. 

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, 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. 

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. 

khairul azmi bin abu bakar;zarina binti shukur;ravie chandren a/l muniyandi.  (2021).  location based authentication using visible light communication.  - .  . 

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. 

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.  - prosiding k-novasi 2021.  11-13. 

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. 

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. 

kazeem idowu rufai, opeyemi lateef usman, ravie chandren muniyandi, lateef o.a oyinkanola.  (2021).  modelling credit card payment fraud detection system for financial institutions in nigeria using an improved firefly algorithm.  - international journal of information processing and communication (ijipc).  9-25. 

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. 

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. 

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. 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. 

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. 

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. 

usman opeyemi lateef, ogunnaike michael jimi, ravie chandren muniyandi, adenubi ademola olaide.  (2020).  the teaching and learning of literature in schools: the pedagogical enhancement through information and communication technology.  - proceeding of malaysia international convention on education research and management (micer).  327-343. 

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. 

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. 

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. 

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. 

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 muniyandi.  (2019).  course modules - programming paradigm.  - .  1-650. 

rufai kazeem idowu & ravie chandren muniyandi.  (2019).  advances in nature-inspired computing and applications.  - .  15. 

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. 

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. 

md. akizur rahman, ravie chandren muniyandi, kh tohidul islam, md. mokhlesur rahman.  (2019).  ovarian cancer classification accuracy analysis using 15-neuron artificial neural networks model.  - ieee xplore.  1-5. 

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. 

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.  . 

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.  . 

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. 

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. 

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. 

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. 

mahdi sahlabadi, amirhossein sahlabadi, ravie chandren muniyandi, zarina shukur.  (2017).  evaluation and extracting factual software architecture of distributed system by process mining techniques.  - asia-pacific journal of information technology and multimedia.  1-14. 

naimeh elkhani & ravie chandren muniyandi.  (2017).  kernel p system multi objective binary particle swarm optimization on gpu.  - pre-proceedings of asian conference of membrane computing 2017 (acmc2017).  444-456. 

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. 

ahmed salih khirbeet, ravie chandren muniyandi.  (2017).  new heuristic model for optimal crc polynomial.  - international journal of electrical and computer engineering.  521-525. 

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. 

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. 

naeimeh elkhani, ravie chandren muniyandi.  (2017).  membrane computing inspired feature selection model for microarray cancer data.  - intelligent data analysis.  137-157. 

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. 

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. 

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. 

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. 

zarina shukur, khairul azmi abu bakar, ravie chandren muniyandi, rossilawati sulaiman & zulkarnain md. ali.  (2017).  penyelidikan komputeran dalam era revolusi industri 4.0.  - .  7. 

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. 

nurfajrina naserudin & ravie chandren muniyandi.  (2017).  perlindungan hak cipta buku elektronik menggunakan kaedah penyulitan blowfish.  - softam-atur-2017-24.  . 

nurul raihanah hazman & ravie chandren muniyandi.  (2017).  pengawalan sistem keselamatan pengurusan maklumat pesakit menggunakan teknik piawaian penyulitan terkehadapan (aes).  - softam-atur-2017-25.  . 

nik fathira w. baharuddin & ravie chandren muniyandi.  (2017).  pengawalan kaedah pengesahan dalam perbankan internet menggunakan kaedah penyulitan madu.  - softam-atur-2017-26.  . 

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. 

othman alesawy and ravie chandren muniyandi.  (2016).  elliptic curve diffie-hellman random keys using artificial neural network and genetic algorithm for secure data over private cloud.  - information technology journal.  77-83. 

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. 

rufai kazeem idowu, ravie chandren muniyandi, zulaiha ali othman.  (2016).  tackling the menace of curse of dimensionality in intrusion detection systems: membrane computing approach.  - proceedings of the 2nd interdisciplinary conference of tasued-ucc 2016.  1540-1549. 

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.  (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. 

rufai kazeem idowu, ravie chandren muniyandi & zulaiha ali othman.  (2016).  bio inspired computing : theories and applications.  - integrated membraneccomputing framework for modeling intrusion detection systems.  336-346. 

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. 

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. 

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. 

ahmed mohammed fahad and ravie chandren muniyandi.  (2016).  harmony search algorithm to prevent malicious nodes in mobile ad hoc networks (manets).  - information technology journal.  84-90. 

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. 

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. 

ravie chandren muniyandi, ali maroosi.  (2015).  effectiveness of algorithm visualisation in studying complex algorithms: a case study using trakla2.  - international journal on e-learning and higher education.  109-121. 

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. 

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. 

naeimeh elkhani, ravie chandren muniyandi.  (2015).  membrane computing to model feature selection of microarray cancer data.  - the fifth ase international conference on big data (bigdata2015).  9. 

hanif mohaddes, iman tabatabaei ardekani, ravie chandren muniyandi, abdolhossein sarrafzadeh.  (2015).  effects of software security on software development life cycle and related security issues.  - international journal of computational intelligence and information security.  4-12. 

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. 

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.  (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.  . 

rufai kazeem idowu, ravie chandren muniyandi, zulaiha ali othman.  (2015).  exploring the applicability of membrane computing to network security.  - the 5th international conference on electrical engineering and informatics 2015, bali, indonesia.  298-303. 

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. 

ali abdulkareem mahmood, ali maroosi, ravie chandren muniyandi.  (2015).  p systems with active membranes to solve minimum dominating set problems in linear time.  - international workshop on graph algorithms (iwga 2015).  161-168. 

ali maroosi, ravie chandren muniyandi.  (2014).  accelerated p systems with active membranes on a graphics processing unit.  - asian conference on 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.  . 

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. 

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.  . 

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 abdulkareem mahmood, ravie chandren muniyandi.  (2014).  implementing minimum dominating set problem by using membrane computing.  - international research conference on information technology and computer sciences (ircitcs) / phuket, thailand.  . 

bareq shaalan mohan, ravie chandren muniyandi.  (2014).  replicating the map kinase cascade in membrane computing.  - international research conference on information technology and computer sciences (ircitcs) / phuket, thailand.  . 

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. 

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).  . 

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).  . 

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 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, 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).  . 

rufai kazeem idowu, ravie chandren muniyandi , zulaiha ali othman.  (2013).  the prospects of using spiking neural p system for intrusion detection.  - international journal of information & network security (ijins).  2(6):492-498. 

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. 

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. 

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).  . 

ali maroosi, ravie chandren muniyandi.  (2013).  membrane computing inspired genetic algorithm on multi-core processors.  - journal of computer science.  9(2):264-270. 

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.  . 

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.  . 

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. 

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 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, 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.  . 

ravie chandren muniyandi and abdullah mohd. zin.  (2011).  membrane computing as a modeling tool for discrete systems.  - journal of computer science.  7(11):1667-1673. 

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 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, abdullah mohd. zin and zarina shukor.  (2010).  model checking the biological model of membrane computing with probabilistic symbolic model checker by using two biological systems.  - journal of computer science.  6(7):666-676. 

rodziah latih, ahmed moosajee patel, ravie chandran, rosilah hassan, zulkarnain mohd ali.  (2009).  teaching and learning tool for data communication course.  - kongres pengajaran & pembelajaran ukm 2009 - seminar pendidikan sains & teknologi maklumat (stem`09), 14-16 disember 2009, awana porto malai, langkawi.  . 

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. 

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.