Dr. Soumya Ranjan Nayak
Also known as: Soumya
KIIT University, Amity University, College of Engineering and Technology, Biju Patnaik University of Technology, Chitkara University, Sushree institute of Technical Education
0000-0002-4155-884X
About
Dr. Soumya Ranjan Nayak is currently working as Assistant Professor in the School of Computer Engineering, Kalinga Institute of Industrial technology (KIIT) Deemed to be University, Odisha. He received his Ph.D and M.Tech degree in Computer Science and Engineering under MHRD Govt. of India fellowship from CET, BPUT Rourkela, India; with a preceded degree of B. Tech and Diploma in Computer Science and Engineering. He has published more than 150 articles in peer-reviewed journals and conferences of international repute like Elsevier, Springer, World Scientific, IOS Press, Taylor & Francis, Hindawi, Inderscience, IGI Global, etc.. Apart from that, 16 Book Chapter, 6 Books and 7 Indian patents (4 patents granted) and two International patents (two patents granted) under his credit. His current research interests include medical image analysis and classification, machine learning, deep learning, pattern recognition, fractal graphics and computer vision. Dr. Nayak serves as an associate editor of Journal of Electronic Imaging (SPIE), Mathematical Problems in Engineering (Hindawi), Journal of Biomedical if Imaging (Hindawi), Applied Computational Intelligence and Soft Computing (Hindawi), and PLOS One. He is also serving as Guest editor for special issues of the journal like Springer Nature, Elsevier, and Taylor & Franchise. He has associated as reviewer of many peer-reviewed reputed journals such as Applied Mathematics and Computation, Journal of Applied Remote Sensing, Mathematical Problems in Engineering, International Journal of Light and Electron optics, Journal of Intelligent and Fuzzy Systems, Future Generation Computer Systems, Pattern Recognition Letters, etc. He has also served as Technical Program Committee Member of several conferences of international repute.
Employment
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KIIT University Assistant Professor2022 - Present
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Amity University Assistant Professor-III2020 - 2022
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Chitkara University Assistant Professor in Research2019 - 2020
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Koneru Lakshmaiah University Assistant Professor2017 - 2019
Education
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College of Engineering and Technology Ph.D2013 - 2017
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College of Engineering and Technology M. Tech2010 - 2012
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Biju Patnaik University of Technology B. Tech2006 - 2009
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Sushree institute of Technical Education Diploma2002 - 2005
Projects & Funding
Projects & funding information is unavailable.
Publications (94)
- An Explainable AI-Based Ensemble Framework for Brain Tumor MRI Classification and Automated Clinical Reporting Using Deep Learning and LLM Integration Save
- Enhancing IoMT Intrusion Detection through Nature Inspired Optimization-Based Gated Recurrent Unit Neural Network Save
- XAI-Powered Smart Calorie Tracking via Image Captioning and LLMs: A Personalized AI-Based Nutrition System Save
- HyMAF-Net: A region-aware multi-agent fusion attention transformer for multiclass brain tumor classification Save
- Trust-Based Permissioned Blockchain Network for Identification and Authentication of Internet of Smart Devices: An E-Commerce Prospective Save
- Skin Cancer Classification Using Convolutional Neural Network with DWT Features Save
- Reconfigurable Neuromorphic Neural Network Architecture Save
- [Retracted] Automated Detection and Segmentation of Exudates for the Screening of Background Retinopathy Save
- Online Affinity of Instructing Methods for Using Personal-Efficacy and Reading Capacious During Covid-19 Save
- Enhanced framework for COVID-19 prediction with computed tomography scan images using dense convolutional neural network and novel loss function Save