Assistant Professor

Faculty Details

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  • Administrative position Held Coordinator, Dept of E&C Engineering, IOT, KU
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Research Papers Published

  • "A survey on instance segmentation: state of the art" Int J Multimed Info Retr, 9(3): DOI No. 10.1007/s13735-020-00195-x {ISSN: 2192-6611}
  • "Reinforcement learning applied to machine vision: state of the art" International Journal of Multimedia Information Retrieval, 10(1): 71 -82 {ISSN: 2192-662X}
  • "Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers" Lecture Notes in Networks and Systems, Springer, Singapore, 190(1): 445 -455
  • "Image classification using convolutional neural network tree ensembles" Multimedia Tools and Applications, Springer, 81(1): DOI No. 10.1007/s11042-022-13604-6 {ISSN: 1573-7721}
  • "A Survey of Deep Q-Networks used for Reinforcement Learning: State of the Art" Lecture Notes on Data Engineering and Communications Technologies, Springer, 131(1): DOI No. 10.1007/978-981-19-1844-5_30 {ISSN: 978-981-19}
  • "Reinforcement Learning with an Ensemble of Binary Action Deep Q-Networks" Computer Systems Science and Engineering, 46(3): DOI No. 10.32604/csse.2023.031720 {ISSN: 0267-6192}
  • "Formula-Driven Supervised Learning in Computer Vision: A Literature Survey" Applied Sciences, MDPI, 13(2): DOI No. 10.3390/app13020723 {ISSN: 2076-3417}

Books Published

  • "A Survey of Deep Learning Techniques for Medical Diagnosis. In: Tuba M., Akashe S., Joshi A. (eds) Information and Communication Technology for Sustainable Development. Advances in Intelligent Systems and Computing". Springer, Singapore. {ISBN: 978-981-13-7166-0} pp 10
  • "Fast Training of Deep Networks with One-Class CNNs. In: Gunjan V.K., Zurada J.M. (eds) Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough. Studies in Computational Intelligence, Vol 956". Springer. {ISBN: 978-3-030-68291-0} pp 12
  • "Image Classification by Reinforcement Learning With Two-State Q-Learning". Wiley, USA. {ISBN: 9781119792642} pp 10
  • "A Novel SOM Ensemble Classification Technique for Limited Data". IGI Global, USA. {ISBN: 9781668442258} pp 13