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.