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.