Vision & Mission
ranjeetkumarrout@nitsri.net
8895125180
Department of Computer Science and Engineering, National Institute of Technology, Srinagar.
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Dr.Ranjeet Kumar Rout

Assistant Professor

Computer Vision, Biometric, Information Security and Privacy, Computational Biology (Biological data Analytics) and Cyber Physical Systems.

Education

Degree Institute CGPA Year Subject Description
Ph. D. 2018 Indian Institute of Engineering Science and Technology(IIEST), Shibpur Classification of Boolean Functions and Applications
M.TECH 2010 CSE Computer Science and Engineering
B.TECH 2005 CSE Computer Science and Engineering

Publications Journal

Month-Year Authors Paper Title Volume PageNo DOI Impact Factor Type Journal Name
JAN 2022 Ghosh, Anay, Saiyed Umer, Muhammad Khurram Khan, Ranjeet Kumar Rout, and Bibhas Chandra Dhara. "Smart sentiment analysis system for pain detection using cutting edge techniques in a smart healthcare framework." Cluster Computing (2022): 1-17(SCI, IF=1.809).
JUN 2022 Sardar, Alamgir, Saiyed Umer, Ranjeet Kumar Rout, and Muhammad Khurram Khan. "A Secure and Efficient Biometric Template Protection Scheme for Palmprint Recognition System." IEEE Transactions on Artificial Intelligence (2022).
JUN 2022 Maharana, Deepak Kumar, Pranati Das, and Ranjeet Kumar Rout. "Automated segmentation of blood vessels in retinal images based on entropy weighted thresholding." Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (2022): 1-12.
MAY 2022 Ranjeet Kumar Rout, Sk Sarif Hassan, Sabha Sheikh, Saiyed Umer, Kshira Sagar Sahoo, and Amir H. Gandomi. "Feature-extraction and analysis based on spatial distribution of amino acids for SARS-CoV-2 Protein sequences." Computers in Biology and Medicine 141 (2022): 105024.
MAY 2022 Umer, Saiyed, Ranjeet Kumar Rout, Chiara Pero, and Michele Nappi. "Facial expression recognition with trade-offs between data augmentation and deep learning features." Journal of Ambient Intelligence and Humanized Computing 13, no. 2 (2022): 721-735.
JUN 2022 Sardar, Alamgir, Saiyed Umer, Ranjeet Kr Rout, Shui-Hua Wang, and M. Tanveer. "A Secure Face Recognition for IoT-Enabled Healthcare System." ACM Transactions on Sensor Networks (TOSN) (2022).
FEB 2022 Saiyed Umer, Ranjeet Kumar Rout, Chiara Pero, Michele Nappi Facial expression recognition with trade-offs between data augmentation and deep learning features 1-15 SCI Journal of Ambient Intelligence and Humanized Computing
DEC 2021 Saiyed Umer, Ranjan Mondal, Hari Mohan Pandey, Ranjeet Kumar Rout Deep features based convolutional neural network model for text and non-text region segmentation from document images 113 107917 SCI Applied Soft Computing
NOV 2021 Saiyed Umer, Partha Pratim Mohanta, Ranjeet Kumar Rout, Hari Mohan Pandey Machine learning method for cosmetic product recognition: a visual searching approach 80 34997-35023 SCI Multimedia Tools and Applications
JAN 2021 Saiyed Umer, Ranjeet kumar Rout, C. Pero, et al. Facial expression recognition with trade-offs between data augmentation and deep learning features. J Ambient Intell Human Comput (2021). https://doi.org/10.1007/s12652-020-02845-8 (IF-7.104)
AUG 2021 Hassan, S. S., Rout, R. K., Sahoo, K. S., Jhanjhi, N., Umer, S. et al. (2021). A Vicenary Analysis of SARS-CoV-2 Genomes. CMC-Computers, Materials & Continua, Vol.69, No.3, 2021, pp.3477-3493, doi:10.32604/cmc.2021.017206 (IF-3.772)
AUG 2021 Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh, Sanchit Sindhwani & Smitarani Pati (2021) EightyDVec: a method for protein sequence similarity analysis using physicochemical properties of amino acids, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, DOI: 10.1080/21681163.2021.1956369
SEP 2021 Saiyed Umer, Ranjan Mondal, Hari Mohan Pandey, Ranjeet Kumar Rout, Deep features based convolutional neural network model for text and non-text region segmentation from document images, Applied Soft Computing, 2021, 107917, ISSN 1568-4946, https://doi.org/10.1016/j.asoc.2021.107917. (https://www.sciencedirect.com/science/article/pii/S1568494621008395) (IF:6.725)
NOV 2021 Ranjeet Kumar Rout, Sk Sarif Hassan, Sabha Sheikh, Saiyed Umer, Kshira Sagar Sahoo, Amir H. Gandomi, Feature-extraction and analysis based on spatial distribution of amino acids for SARS-CoV-2 Protein sequences, Computers in Biology and Medicine, 2021, 105024, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2021.105024.(\textbf{SCI, IF- 4.589})
JUN 2020 Umer, Saiyed, Partha Pratim Mohanta, Ranjeet Kumar Rout, and Hari Mohan Pandey. "Machine learning method for cosmetic product recognition: a visual searching approach." Multimedia Tools and Applications (2020): 1-27.
MAY 2020 Ranjeet Rout, Hari Pandey, Sanchit Sindhwani, et al. Investigation of protein sequence similarity based on physio-chemical properties of amino acids. Authorea. May 06, 2020.
APR 2020 Hassan, S.S.; Rout, R.K. A Quantitative Comparisons of ß-Coronavirus Genomes and Their Associated Genes. Preprints 2020, 2020040486 (doi: 10.20944/preprints202004.0486.v1).
MAY 2020 Rout, R.K.; Hassan, S.S. Spatial Distribution of Amino Acids of the SARS-CoV2 Proteins. Preprints 2020, 2020040034 (doi: 10.20944/preprints202004.0034.v2).
JUN 2020 Sk. Sarif Hassan, Atanu Moitra, Ranjeet Kumar Rout, Pabitra Pal Choudhury, Prasanta Pramanik, Siddhartha Sankar Jana,"On spatial molecular arrangements of SARS-CoV2 genomes of Indian patients",https://doi.org/10.1101/2020.05.01.071985
MAY 2020 Hassan, S.S.; Kumar Rout, R.; Sharma, V. A Quantitative Genomic View of the Coronaviruses: SARS-COV2. Preprints 2020, 2020030344 (doi: 10.20944/preprints202003.0344.v1).
FEB 2020 Saiyed Umer, Alamgir Sardar, Bibhas Chandra Dhara, Ranjeet Kumar Rout, Hari Mohan Pandey Person identification using fusion of iris and periocular deep features 122 407-419 SCI Neural Networks
FEB 2019 R. K. Rout, S. P. Maity, P. Pal. Choudhury, J.K. Das, Sk. Hassan and H. M. Pandey, "Analysis of Boolean functions based on Interaction graphs Properties and their influence in System Biology" DOI: 10.1007/s00521-019-04102-2, Neural Computing and Applications, Springer(SCI, IF-5.606)).
MAY 2019 Hassan, Sk Sarif, Moole Parameswar Reddy, and Ranjeet Kumar Rout. "Dynamics of the Modified n-Degree Lorenz System." Applied Mathematics and Nonlinear Sciences 4, no. 2 (2019): 315-330.
JUL 2019 Rout, Ranjeet Kumar, SK Sarif Hassan, SANCHIT SINDHWANI, HARI MOHAN PANDEY, and Saiyed Umer. "Intelligent Classification and Analysis of Essential Genes Species Using Quantitative Methods." ACM Transactions on Mulitmedia Computing, Communications, and Applications (TOMM) (2019): TOMM-2019.(SCI,IF-3.144)
NOV 2019 Saiyed Umer, Alamgir Sardar, Bibhas Chandra Dhara, Ranjeet Kumar Rout, Hari Mohan Pandey,” Person Identification using Fusion of Iris and Periocular Deep Features” Neural Network (Elsevier (IF-8.050) ) Manuscript ID-NEUNET-D-19-00350.
MAR 2018 Ranjeet Kumar Rout, Pabitra Pal Choudhury, Santi Prasad Maity, BS Daya Sagar, Sk Sarif Hassan Fractal and mathematical morphology in intricate comparison between tertiary protein structures 6 192-203 SCOPUS Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2017 R. K. Rout, P. Pal. Choudhury, S. P. Maity, B. S. Daya Sagar and Sk. Sarif Hassan, Fractal and Mathematical Morphology in Intricate Comparison between Tertiary Protein Structures, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 1-12. (Taylor & Francis) DOI:10.1080/21681163.2016.1214850.
2017 T. Bhattacharjee, R. K. Rout, and Santi P. Maity. "Affine Boolean classification in secret image sharing for progressive quality access control." Journal of Information Security and Applications Vol. 33 Issue C, Pages 16-29 (Elsevier(SCI, IF-3.872)). DOI:10.1016/j.jisa.2017.01.001
2016 R. K. Rout, S. P. Maity, P. Pal. Choudhury, J.K. Das and Sk. Hassan "Analysis of Boolean functions based on Interaction graphs Properties and their influence in System Biology"(Provisionally Accepted) in IET System Biology)
2014 R. K. Rout, P Pal Choudhury, B. Barman, S. Singh and U. Chakra borty, Underlying Effect of miRNA Patterns for Identification of Human Diseases.(Published in NCWBCB-2014-SMIT)(International Journal of Computer Application and Engineering Science, Vol-IV, Issue-II,2014).
2014 R. K. Rout, P. Pal. Choudhury and S. Sahoo, Classification of Boolean Functions Where Affine functions are uniformly Distributed,Journal of Discrete Mathematics, vol.2013,Article ID 270424, 12 pages. doi:10.1155/2013/270424.
2014 R. K. Rout P. Pal Choudhury, S. Sahoo and Camellia Ray, Partitioning 1- variable Boolean functions for various Classification on n-variable Boolean Functions, (2014), International Journal of Computer Mathematics, (doi = 10.1080/00207160.2014.975418, Taylor and Francis (SCI, IF-1.954)).

Publications Conference

Month-year Authors Type Identifier Title Conference Name
MAY 2022 Protein-protein interaction prediction from primary sequences using supervised machine learning algorithm. Khandelwal, Monika, Ranjeet Kumar Rout, and Saiyed Umer. "Protein-protein interaction prediction from primary sequences using supervised machine learning algorithm." In 2022 12th International Conference on Cloud Computing, Data Science & Engineering (Confluence), pp. 268-272. IEEE, 2022.
APR 2022 An Effective Optimization Method for Energy Efficient Clustering in EH Wireless Sensor Networks. Gupta, Amar Deep, and Ranjeet Kumar Rout. "An Effective Optimization Method for Energy Efficient Clustering in EH Wireless Sensor Networks." In 2021 International Conference on Technological Advancements and Innovations (ICTAI), pp. 699-702. IEEE, 2021.
JUL 2021 A Novel Template Protection Scheme for Cancelable Face Recognition System Alamgir Sardar, Saiyed Umer, Ranjeet Kumar Rout, A Novel Template Protection Scheme for Cancelable Face Recognition System, CAMSE 2021, NIT Jalandhar.
JUL 2021 Encryption and Decryption Scheme for IoT Communications Using Multilevel Encryption Sindhwani S., Sheikh S., Umer S., Rout R.K. (2021) Encryption and Decryption Scheme for IoT Communications Using Multilevel Encryption. Information and Communication Technology for Competitive Strategies (ICTCS 2020). Lecture Notes in Networks and Systems, vol 190. Springer, Singapore. https://doi.org/10.1007/978-981-16-0882-7_81
APR 2021 Machine Learning Techniques for IoT Data Analytics Nailah Afshan and Ranjeet Kumar Rout, Machine Learning Techniques for IoT Data Analytics", (Book Chapter)https://onlinelibrary.wiley.com/doi/10.1002/9781119740780.ch3
OCT 2020 Visual Effects of Second Order Recurrence Equations through Space-Time Diagrams Sudhakar Sahoo, Suryakanta Pal and Ranjeet Kumar Rout, Visual Effects of Second Order Recurrence Equations through Space-Time Diagrams, Accepted, CIMS-2020, NIT Jalandhar.
APR 2020 ANT Colony Optimization based Optimal Path Selection and Data Gathering in WSN. Sahoo, Biswa Mohan, Ranjeet Kumar Rout, Saiyed Umer, and Hari Mohan Pandey. "ANT Colony Optimization based Optimal Path Selection and Data Gathering in WSN." In 2020 International Conference on Computation, Automation and Knowledge Management (ICCAKM), pp. 113-119. IEEE, 2020.
JAN 2019 Mathematical Characterization of Membrane Protein Sequences of Homo-sapiens P. D. Upadhayay, R. Ch. Agarwal , R. K. Rout, A P. Agrawal Mathematical Characterization of Membrane Protein Sequences of Homo-sapiens, Accepted in Proceeding IEEE Xplore archived Confluence 2019 at Amity University, Noida.
DEC 2018 Isomorphic Sub graph for identification of singleton attractors of Boolean Networks S. Punase and R. K. Rout, Isomorphic Sub graph for identification of singleton attractors of Boolean Networks, Accepted for publication in Soft Computing: Theories and Applications 2018 (SoCTA2018) at NIT, Jalandhar.
FEB 2018 Solution of 16-Queens Problem using 3-variable Affine Boolean functions (2^n+1) R. K. Rout, Shubham, J. K. Das and P. Pal Choudhury, Solution of 16-Queens Problem using 3-variable Affine Boolean functions (2^n+1), Proceeding IEEE Xplore archived Confluence 2018 at Amity University, Noida.
FEB 2018 A study of P53 gene and its regulatory genes network J. K. Das, S. Ghosh, R. K. Rout and P. Pal Choudhury, A study of P53 gene and its regulatory genes network, Proceeding IEEE Xplore archived Confluence 2018 at Amity University, Noida.
AUG 2016 Identification of Olfactory Receptors using a Parametric model P. Sakhare, R. Rani and R. K. Rout, Identification of Olfactory Receptors using a Parametric model, Proceeding IEEE Xplore archived ICACCI 2016 at LMNIT Jaipur
AUG 2016 Morphological Approach for detection of protein spots from 2D-Gel Image B. M. Sahoo, R. K. Rout and M. K. Sah, Morphological Approach for detection of protein spots from 2D-Gel Image, Accepted in the Proceeding IEEE Xplore archived ICICCS 2016 at Amity University, Greater Noida.
DEC 2014 Analysis of Boolean functions based on Interaction graphs and their influence in System Biology R. K. Rout, J. K. Das, and P Pal Choudhury, Analysis of Boolean functions based on Interaction graphs and their influence in System Biology, Presented on Indo- US workshop on Statistical Methods for Bioinformatics (Indian Institute of Science (IISc), Bangalore)).
JUL 2014 Fractal and Mathematical Morphology in Intricate Comparison between Tertiary Protein Structures R. K. Rout, P. Pal. Choudhury, B. S. Daya Sagar and Sk. Sarif Hassan, Fractal and Mathematical Morphology in Intricate Comparison between Tertiary Protein Structures, Dynamics Days Asia Pacific 08 conference, July 21-24, 2014 at IIT Madras
APR 2014 Classification of Mer Proteins in a Quantitative Manner R. K. Rout, S. Ghosh and P Pal Choudhury, Classification of Mer Proteins in a Quantitative Manner. (Published in NCWBCB-2014-SMIT).
APR 2014 Determination of network interactions in Gene regulatory networks: using interaction graph and Boolean functions R. K. Rout, J. K. Das, and P Pal Choudhury, Determination of network interactions in Gene regulatory networks: using interaction graph and Boolean functions.(Presented in International Symposium - Complex Dynamical Systems and Applications (11th Mar 2014) (Indian Statistical Institute (ISI) Kolkata)).

Book Published

  • Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh and Amrit Lal Sangal,”Artificial Intelligence Technologies for Computational Biology” https://www.routledge.com/Artificial-Intelligence-Technologies-for-Computational-Biology/Rout-Umer-Sheikh-Sangal/p/book/9781032160009. , 2021
  • Roohie Naaz Mir, Vipul Kumar Sharma, Ranjeet Kumar Rout, Saiyed Umer,”Advancement of Deep Learning and its Applications in Object Detection and Recognition” to be published in” River Publishers Group https://www.riverpublishers.com/book_details.php?book_id=1021”, 2021

Patents

Month-Year Title Status Agency Details
2022
2021
2021

Professional Qualifications / Membership

Society/Orgnisation Prof Membership/Fellowship From Date To Date
IEEE Member (Membership No.-94128392) 14-03-2016 15-03-2017
ISTE Life Member (Membership No.- LM 70058) 11-06-2012 22-11-2018
Editorial Board Member in Biomed Communication Journal. 06-06-2018 06-11-2021
Editorial Board Member in Biomedicines-Open Access Journal. 24-09-2018 25-09-2020