MADHAVI DEVARAJ

Professor, Computer Science

Ph.D. in Computer Science, Dr. A.P.J. Abdul Kalam Technical University
Master of Philosophy in Computer Science, Madurai Kamaraj University
Master of Computer Application, V.V.V.Vanniaperumal College for Women
Bachelor of Science in Mathematics, Government Arts College for Women

Phone: 891-0800
E-mail: Click Here

PUBLICATIONS
 

• Overcoming the vanishing gradient problem of recurrent neural networks in the ISO 9001 quality management audit reports classification
  Tarnate, K.J.M., Devaraj, M., De Goma, J.C.
  (2020) International Journal of Scientific and Technology Research, 9 (3), pp. 6683-6686. 
  View at Scopus

• Processing RGB-D Data from a 3D Camera using Object Detection and Written Character Recognition in Convolutional Neural Networks for Virtual Finger Writing
  Del Rosario, E.G., Nadora, C.P., Trinidad, R.L.G., Samonte, M.J.C., Devaraj, M., De Goma, J.C.
  (2020) ACM International Conference Proceeding Series, pp. 36-40. 
  View at Scopus | View at Publisher

• DeepGX: Deep learning using gene expression for cancer classification
  De Guia, J.M., Devaraj, M., Leung, C.K.
  (2019) Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, pp. 913-920. 
  View at Scopus | View at Publisher

• Prediction of ISO 9001:2015 audit reports according to its major clauses using recurrent neural networks
  Tarnate, K.J.M., Devaraj, M.
  (2019) International Journal of Recent Technology and Engineering, 8 (2), pp. 1773-1778. 
  View at Scopus | View at Publisher

• Computing the linguistic-based cues of fake news in the philippines towards its detection
  Fernandez, A.C.T., Devaraj, M.
  (2019) ACM International Conference Proceeding Series, . 
  View at Scopus | View at Publisher

• Vehicular Obstruction Detection in the Zebra Lane Using Computer Vision
  De Goma, J.C., Ammuyutan, L.A.B., Capulong, H.L.S., Naranjo, K.P., Devaraj, M.
  (2019) 2019 IEEE 6th International Conference on Industrial Engineering and Applications, ICIEA 2019, art. no. 8715022, pp. 362-366. 
  View at Scopus | View at Publisher

• Methods and trends in information retrieval in big data genomic research
  De Guia, J.M., Deveraj, M.
  (2019) International Journal of Innovative Technology and Exploring Engineering, 8 (9 Special Issue 2), pp. 515-523. 
  View at Scopus | View at Publisher

• Cancer classification of gene expression data using machine learning models
  De Guia, J.M., Devaraj, M., Vea, L.A.
  (2019) 2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management, HNICEM 2018, art. no. 8666435, . 
  View at Scopus | View at Publisher

• A non-intrusive method for detecting visual distraction indicators of transport network vehicle service drivers using computer vision
  De Castro, M.J.C., Medina, J.R.E., Lopez, J.P.G., De Goma, J.C., Devaraj, M.
  (2019) 2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management, HNICEM 2018, art. no. 8666306, . 
  View at Scopus | View at Publisher

• Distraction detection through facial attributes of transport network vehicle service drivers
  Devaraj, M., Medina, J.R.E., De Goma, J.C., De Castro, M.J.C., Lopez, J.P.G.
  (2018) ACM International Conference Proceeding Series, pp. 112-118. 
  View at Scopus | View at Publisher

• Deep rapping: Character level neural models for automated rap lyrics composition
  Fernandez, A.C.T., Tarnate, K.J.M., Devaraj, M.
  (2018) International Journal of Innovative Technology and Exploring Engineering, 8 (2S), pp. 306-311. 
  View at Scopus

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