Jitendra Kumar Rout

Department Computer Science & Engineering
Designation Associate Professor
Educational Qualification Ph.D.
E-Mail jkrout.cs@nitrr.ac.in
Contact Number
Areas of Interest
  • Natural Language Processing
  • AI and Machine Learning
  • Data Analytics
  • Privacy in Social Networks
  • Cryptography
  • IoT
Publications

Research Papers Published in Journals

  • N Behera, AP Singh, Jitendra Kumar Rout, BK Balabantaray, SK Mishra. Enhanced Skin Melanoma Detection Technique Based on Black-Hat Transformation and Ensemble of Deep Learning Models. SN Computer Science. 2026 Mar 6;7(3):253. (Scopus) (Accepted: 16 February 2026, Published: 6 Mar 2026)
  • Praful R. Pardhi, Jitendra Kumar Rout, Pratik K. Agrawal, and Niranjan Kumar Ray. "Blockchain for decentralized malware detection on android devices." Journal of Integrated Science and Technology 13, no. 4 (2025): 1084-1084. (Scopus) (4Feb 2025) (https://doi.org/10.62110/sciencein.jist.2025.v13.1084 )
  • Nirupama Parida, Bunil Kumar Balabantaray, Rajashree Nayak, and Jitendra Kumar Rout. "Price prediction using modified deep learning using VMD and optimized kernel ELM and LSTM." Intelligent Decision Technologies (2024): 18724981241302411. (ESCI, Scopus
  • N. Behera, A.P. Singh, Jitendra Kumar Rout et al. “Melanoma skin cancer detection using deep learning-based lesion segmentation.” International Journal of Information Technology (2024): 1-16. (2024). DOI: 10.1007/s41870-024-02004-8. (Accepted: 30 May 2024, Published: 11 June 2024) (Scopus)
  • Naeem Ahmad, Sunit Ghosh, and Jitendra Kumar Rout. "CNN-based hybrid deep learning framework for human activity classification." International Journal of Sensor Networks, Inderscience, 44 (2), pp. 74-83 (2024). DOI: 10.1504/IJSNET.2024.136697,  (Published: 16 Feb 2024)(Scopus)
  • Chetana Thaokar, Jitendra Kumar Rout, Minakhi Rout, and Niranjan Kumar Ray. "N-Gram Based Sarcasm Detection for News and Social Media Text Using Hybrid Deep Learning Models." SN Computer Science 5, no. 1 (2024): 163. ( Accepted: 20 Nov 2023, Published: 08 Jan 2024) (Scopus, Q2, H-index- 25) (Electronic ISSN: 2661-8907) 
  • Praful R. Pardhi, Jitendra Kumar Rout, NK Ray, and Santosh Kumar Sahu. "Classification of Malware from the Network Traffic Using Hybrid and Deep Learning Based Approach." SN Computer Science 5, no. 1 (2024): 162. ( Accepted: 21 Nov 2023, Published: 08 Jan 2024) (Scopus, Q2, H-index- 25)
  • AK Swain, A Swetapadma, BK Balabantaray, Jitendra Kumar Rout. “Classification of non-small cell lung cancer types using sparse deep neural network features”. Biomedical Signal Processing and Control, Elsevier, vol. 87, p.105485. (Accepted 12 Sep 2023)(SCI, Q1 Journal, H-Index-94) (Online ISSN: 1746-8108)
  • Chetana Thaokar, Himansu Das, Minakhi Rout, Jitendra Kumar Rout. Fake content detection on benchmark datasets using various Deep Learning models, Int. J. of Computational Science and Engineering (IJCSE) Vol. 27, no. 5 (2024): 570-581. (.Accepted: 26May2023)(Scopus). (Q3-Journal, H-Index 24)
  • Binayak Chakrabarti, Amol Jain, Pavit Nagpal, Jitendra Kumar Rout. A Spatiotemporal Context Aware Hierarchical Model for Corporate Bankruptcy Prediction. Multimedia Tools and Applications, Springer, vol. 83, no. 10, pp. 28281-28303. (Communicated Oct 6, 2021).  DOI: 10.1007/s11042-023-15353-6 (Accepted:15Apr2023, Published:  6 Sep 2023)(SCI)(Q1-Journal, H-Index-93) (Electronic ISSN: 1573-7721)
  • Anil Kumar Swain, Aleena Swetapadma, Jitendra Kumar Rout and Bunil Kumar Balabantaray. A hybrid learning method for distinguishing lung adeno-carcinoma and squamous cell carcinoma. Data Technologies and Applications (Emerald), DOI: 10.1108/DTA-10-2022-0384.(SCIE)
  • Jitendra Kumar Rout, Kshirasagar Sahoo, Anmol Dalmia, S. Bakshi, M. Bilal and H. Song, "Understanding Large-Scale Network Effects in Detecting Review Spammers," in IEEE Transactions on Computational Social Systems, ISSN 2329-924X, Feb 2023, DOI: 10.1109/TCSS.2023.3243139.(SCI
  • SK Sahu, DP Mohapatra, Jitendra Kumar Rout, KS Sahoo, QV Pham, NN Dao. Title: A LSTM-FCNN based multi-class intrusion detection using scalable framework. Journal of Computers and Electrical Engineering, Elsevier, Vol. 99,107720, ISSN: 0045-7906, Feb 2022. DOI: 10.1016/j.compeleceng.2022.107720 (SCI). 
  • Jitendra Kumar Rout, A Dalmia, SK Rath, BK Mohanta, S Ramasubbareddy, A Gandomi. “Detecting Product Review Spammers using Principles of Big Data”. Transactions on Engineering Management, IEEE. ISSN: 0018-9391, Aug 2021. DOI: 10.1109/TEM.2021.3097805 (SCI)
  • SK Sahu, DP Mohapatra, Jitendra Kumar Rout, KS Sahoo, AK Luhach. “An Ensemble-based Scalable Approach for Intrusion Detection using Big Data Framework”. Journal of Big Data, Mary Ann Liebert, Vol. 9, Issue. 4, 16 Aug 2021. DOI: 10.1089/big.020.0201. ISSN: 2167-6461 (SCI)
  • Naliniprava Behera, Akhilendra Pratap Singh, Jitendra Kumar Rout, and Bunil Kumar Balabantaray.  Early Detection of Melanoma Skin Cancer using Deep Learning based Lesion Segmentation. Computers, Materials & Continua, Tech Science Press.  ISSN: 1546-2218 (SCI, Accepted)
  • Amer Tabbakh, Jitendra Kumar Rout, Kshira Sagar Sahoo, NZ Jhanjhi, Mudassar Hussain Shah, Minakhi Rout. “Bankruptcy Prediction using Robust Machine Learning Model”. Turkish Journal of Computer and Mathematics Education, pp. 3060-3073, Vol.12 No.10, 2021. DOI: 10.17762/turcomat.v12i10.4957.
  • Anil Kumar Swain, Bunil Kumar Balabantaray, Jitendra Kumar Rout, and Suneeta Satpathy. "An Optimal Deep Learning Approach for Classification of Age Groups in Social Network." Journal on Systemics, Cybernetics and Informatics (JSCI), pp. 76-81 Volume-18, No. 2, ISSN: 1690-4524, 2020.
  • S Haidari, Amiya Kumar Dash, Jitendra Kumar Rout. “A Novel Encryption Scheme for Securing Data in HDFS Environment Inspired by DNA” International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Volume-8 Issue-6, pp. 4034-4038, March2020. Blue Eyes Intelligence Engineering & Sciences Publication. DOI:10.35940/ijrte.F9379.038620.
  • Jitendra Kumar Rout, Kim-Kwang Raymond Choo, Amiya Kumar Dash, Sambit Bakshi Sanjay Kumar Jena, and K L Williams. “A Model for Sentiment and Emotion Analysis of Unstructured Social Media Text." Electronic Commerce Research (Apr 2017): Volume 18(1), pp. 181-199, ISSN-15729362, DOI- 10.1007/s10660-017-9257-8, Springer. (SCI)
  • Jitendra Kumar Rout, Anmol Dalmia, Kim-Kwang Raymond Choo, Sambit Bakshi, and Sanjay Kumar Jena. “Revisiting Semi-Supervised Learning for Online Deceptive Review Detection.” IEEE Access (2017): Volume 5, pp. 1319-1327, ISSN- 21693536, DOI-10.1109/ACCESS.2017.2655032, IEEE. (SCI)
  • Jitendra Kumar Rout, Smriti Singh, Sanjay Kumar Jena, and Sambit Bakshi. "Deceptive review detection using labeled and unlabeled data." Multimedia Tools and Applications (Aug 2016): Volume 76, Issue 3, pp. 3187-3211, ISSN-15737721, DOI-10.1007/s11042-016-3819-y, Springer. (SCI)
  • Sanjaya Kumar Panda, Debasis Dash, and Jitendra Kumar Rout. "A Group based Time Quantum Round Robin Algorithm using Min-Max Spread Measure." International Journal of Computer Applications (2013): Volume 64, Issue 10, pp.1-7, ISSN- 09758887, DOI- 10.5120/10623-5343.
  • Jitendra Kumar Rout, Sourav Kumar Bhoi, and Sanjaya Kumar Panda. "SFTP: A Secure and Fault-Tolerant Paradigm against Blackhole Attack in MANET." International Journal of Computer Applications (2013): Volume 64, Issue 4, pp.27-32, ISSN-09758887, DOI- 10.5120/10623-5343.

List of Papers Published in Conferences:

  • P Kashyap, and Jitendra Kumar Rout. "Depression Detection Using Stacking Ensemble with Pronoun-Based Linguistic Features." In 2025 13th International Conference on Intelligent Systems and Embedded Design (ISED), pp. 1037-1041. IEEE, 2025.
  • S Nayak, S Sharma, A Behura, P P Dev, Jitendra Kumar Rout, and Madhukrishna Priyadarsini. "Multi-Attribute AI-based Storytelling Framework with IoT Deployment for Real-Time Narration: A Parameter-Efficient Approach." In 2025 13th International Conference on Intelligent Systems and Embedded Design (ISED), pp. 882-889. IEEE, 2025.
  • AK Pradhan, Jitendra Kumar Rout, AK Pandey, AK Bhagat, and D Paikaray. "Chronic Kidney Disease Prognosis Using Various Machine Learning Based Classifiers." In 2025 13th International Conference on Intelligent Systems and Embedded Design (ISED), pp. 501-506. IEEE, 2025.
  • Steve Samson, and Jitendra Kumar Rout. "A Variational Autoencoder with Attention Based Approach for Redundancy Elimination and Sentiment Filtering in High Frequency Stock Data." In 2025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC), pp. 1-6. IEEE, 2025.
  • Steve Samson, and Jitendra Kumar Rout. "Denoising Time Series Data by Integrating Fourier and Wavelet Transform on Stock Prices." In International Conference on Machine Learning, IoT and Big Data, pp. 386-395. Cham: Springer Nature Switzerland, 2025.
  • SK Jena, DK Behera, AK Jena, and Jitendra Kumar Rout. "A Novel Ensemble Machine Learning Framework for Improved Diabetes Prediction and Complication Prevention." Procedia Computer Science 258 (2025): 4008-4017.
  • AK Pradhan, Jitendra Kumar Rout, D Ghosh, and SK Sinha. "A Deep Learning Based Approach for Detecting Mango Leaf Diseases." In 2024 6th International Conference on Computational Intelligence and Networks (CINE), pp. 1-6. IEEE, 2024.
  • Akash Shrivastava, Jitendra Kumar Rout, and Santosh Kumar Sahu. "Enhancing Network Intrusion Detection Systems with Machine Learning: A Comparative Study with intrusion datasets." In 2024 OITS International Conference on Information Technology (OCIT), pp. 708-713. IEEE, 2024.
  • Samanwita Sahu, Mayank Bhushan, and Jitendra Kumar Rout. "Integrating Deep Learning and Statistical Model for Stock Market Prediction." In 2024 OITS International Conference on Information Technology (OCIT), pp. 500-505. IEEE, 2024.
  • Arepalli, Peda Gopi, Jairam Naik K, and Jitendra Kumar Rout. "Aquaculture Water Quality Classification with Sparse Attention Transformers: Leveraging Water and Environmental Parameters." In Proceedings of the 2024 13th International Conference on Software and Computer Applications, pp. 318-325. 2024.
  • A. K Swain, A. Swetapadma, Jitendra Kumar Rout and B. K. Balabantaray, "A Review on Lung Cancer Detection and Classification using Shallow Learning and Deep Learning," 2023 OITS International Conference on Information Technology (OCIT), Raipur, India, 2023, pp. 570-573, doi: 10.1109/OCIT59427.2023.10431005. (19 Feb 2024)
  • N. P. Behera, A. Pratap Singh, Jitendra Kumar Rout, B. Kumar Balabantaray and A. Swetapadma, "Skin cancer detection using image features and ensemble learning," 2023 OITS International Conference on Information Technology (OCIT), Raipur, India, 2023, pp. 559-563, doi: 10.1109/OCIT59427.2023.10431321. (19 Feb 2024)
  • P. R. Pardhi, Jitendra Kumar Rout, V. V. Bais, K. V. Pawar, M. R. Yadav and H. C. Gade, "Android Malware Detection And Family Classification using Permission Features With Intrusion Awareness," 2023 OITS International Conference on Information Technology (OCIT), Raipur, India, 2023, pp. 11-16, doi: 10.1109/OCIT59427.2023.10431229. (19 Feb 2024)
  • Snehal Sarangi, Jitendra Kumar Rout, and Subhasis Dash. "Aspect-Based Sentiment Classification: Survey." In International Conference on Intelligent Computing and Networking, pp. 265-279. Singapore: Springer Nature Singapore, 2023. DOI: 10.1007/978-981-99-3177-4_19 (Online ISBN: 978-981-99-3177-4) (05 August 2023).
  • A. K. Swain, A. Swetapadma, Jitendra Kumar Rout and B. K. Balabantaray, "A Non-small Cell Lung Cancer Detection Technique Using PET/ CT Images," 2023 Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT), Erode, India, 2023, pp. 1-4, doi: 10.1109/ICECCT56650.2023.10179811.
  • U Singh, A P Singh, S Nayak, A Behura, and Jitendra Kumar Rout. “Prevention of border infiltration by militants in J&K region using IoT.” In AIP Conference Proceedings, vol. 2745, no. 1. AIP Publishing, 2023.
  • N Parida, B K Balabantaray, R Nayak, and Jitendra Kumar Rout. “A Deep Learning based Approach to Stock Market Price Prediction using Technical indicators.” In 2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS), pp. 1-7. IEEE, 2023. DOI: 10.1109/AICAPS57044.2023.10074445. (27 Mar 2023)
  • C. B. Thaokar, M. Rathod, S. Ahmed, Jitendra Kumar Rout and M. Rout, “A Multi-Linguistic Fake news detector on Hindi, Marathi and Telugu,” 2022 OITS International Conference on Information Technology (OCIT), Bhubaneswar, India, 2022, pp. 324-329, doi: 10.1109/OCIT56763.2022.00068.  (07 March 2023)
  • P. R. Pardhi, J. K. Rout and N. K. Ray, "A Study on Performance Comparison of Algorithms for Detecting the Flooding DDoS Attack," 2022 OITS International Conference on Information Technology (OCIT), Bhubaneswar, India, 2022, pp. 433-438, doi: 10.1109/OCIT56763.2022.00087. (07 March 2023)
  • D Prusti, Jitendra Kumar Rout and S K Rath. Detection of credit card fraud by applying genetic algorithm and particle swarm optimization. 3rd International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND-2021, pp. 357-369, vol. 946, DOI: 10.1007/978-981-19-5868-7_27. (Springer, 11th-12th Dec 2021, NIT Raipur)(Online: 1 Jan 2023).
  • S S Rout, L K Vashishtha, K Chatterjee, Jitendra Kumar Rout. Android Malware Detection using Ensemble Feature Learning, In proceedings of 4th International Conference on Information Systems and Management Science (ISMS), pp. 531-539, vol. 521,. Springer. 10.1007/978-3-031-13150-9_43, Dec 14-15, 2021, NIT Raipur.  (Online: 29 Nov 2022). 
  • N Manna, S Kumar, R Kakar, S Nayak, and Jitendra Kumar Rout, Bunil Kumar Balabantaray.  IFChatbot: Convolutional Neural Network based chatbot for Image Forgery Detection and Localization.  In proceedings of 2022 IEEE India Council International Subsections Conference (INDISCON), pp. 1-6. IEEE, 2022. DOI: 10.1109/INDISCON54605.2022.9862926 (July 15-17, 2022, KIIT Bhubaneswar, India.) (Online: 24 August 2022)
  • S Sarangi and Jitendra Kumar Rout. "Survey on Natural Language-Based Person Search." In proceedings of Cognitive Informatics and Soft Computing (CISC) 2021, pp. 609-617, vol. 375, Springer, 2022, DOI: 10.1007/978-981-16-8763-1_50. (Online: 31 May 2022)
  • Astik Kumar Pradhan, Satyajit Swain, Jitendra Kumar Rout, Niranjan Kumar Ray. Prediction of Stroke Disease using Different Types of Gradient Boosting Classifiers. International Conference on Advances in Data Computing, Communication and Security, 2021 (I3CS2021),08th Sep 2021-10th Sep, 2021, pp. 337--346, vol. 106 DOI: 10.1007/978-981-16-8403-6_30, Online ISBN: 978-981-16-8403-6, NIT, Kurukshetra, India. (29 March 2022).
  • Astik Pradhan, Jitendra Kumar Rout, Aurobinda Bharat Maharana, Bunil Kumar Balabantaray, and Niranjan Ray. A Machine Learning Approach for the Prediction of Fetal Health Using CTG. 19th OITS International Conference on Information Technology (OCIT), IEEE, 16th-18th December 2021, SIT Bhubaneswar, India, pp. 239--244, DOI 10.1109/OCIT53463.2021.00056. Feb 2022.
  • Chetana Thaokar, Jitendra Kumar Rout and Minakhi Rout. Classification of News with Relational Multi Attributes Using Machine Learning Approach. 19th OITS International Conference on Information Technology (OCIT), IEEE, 16th-18th December 2021, SIT Bhubaneswar, India, pp. 216--220. DOI 10.1109/OCIT53463.2021.00051. Feb 2022.
  • Praful Pardhi, Jitendra Kumar Rout, Niranjan Ray. Implementation of a Malware Scanner Using Signature-Based Approach for Android Applications. 19th OITS International Conference on Information Technology (OCIT), IEEE, 16th-18th December 2021, SIT Bhubaneswar, India, pp. 14-19, DOI: DOI 10.1109/OCIT53463.2021.00015. Feb 2022.
  • Amol Jain, Binayak Chakrabarti, Yashaswi Upmon, and Jitendra Kumar Rout. Exploring Historical Stock Price Movement from News Articles using Knowledge Graphs and Unsupervised Learning. In 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021), June 25 - 26, 2021, pp. 511--519. DOI: 978-981-16-6624-7_51, Online ISBN: 978-981-16-6624-7. (01 January 2022).
  • Khushboo Singh, Jitendra Kumar Rout, Himansu Das, "Diabetes Prediction using Machine Learning Techniques”, International Conference on Intelligent Computing and Remote Sensing (ICICRS 2019), 19th-20th July, 2019, C. V. Raman College of Engineering, Bhubaneswar, INDIA. pp. 1-6, DOI: 10.1109/ICICRS46726.2019.9555885, IEEE. Oct 2021.
  • Tabbakh, Amer, Jitendra Kumar Rout, and Minakhi Rout. "Analysis and Prediction of the Survival of Titanic Passengers Using Machine Learning." In Advances in Distributed Computing and Machine Learning, pp. 297-304. ISBN= 10.1007/978-981-15-4218-3_29, Springer, June 2020.
  • Bishnu Pada Saha and Jitendra Kumar Rout. Analysis and Prevention of Road Accidents. In proceedings of 2nd International Conference on Emerging Trends and Advances in Electrical Engineering and Renewable Energy (ETAEERE-2020), 5th – 6th March, 2020, KIIT University, Bhubaneswar, India, pp. 107-118, Springer.
  • Mengiste, Belete Kassaye, Hrudaya Kumar Tripathy, and Jitendra Kumar Rout. "Analysis and Prediction of Cardiovascular Disease Using Machine Learning Techniques." In Proceedings 2nd International Conference on Emerging Trends and Advances in Electrical Engineering and Renewable Energy (ETAEERE-2020), 5th – 6th March, 2020, pp. 133-141. Springer.
  • Acharya, Biswaranjan, Roshan Gupta, Pradyumna Kumar Sahoo, Jitendra Kumar Rout, and Niranjan Ray. "Edge of Things-Based Smart Speed Monitoring System: A Smart City Initiative." In Proceedings of 2nd International Conference on Emerging Trends and Advances in Electrical Engineering and Renewable Energy (ETAEERE-2020), 5th – 6th March, 2020, KIIT University, Bhubaneswar, India., pp. 75-83. Springer.
  • Minakhi Rout, Ajay Kumar Jena, Jitendra Kumar Rout, and Himansu Das. "Teaching–Learning Optimization Based Cascaded Low-Complexity Neural Network Model for Exchange Rates Forecasting." In Proceedings of 3rd International Conference on Smart Computing and Informatics (SCI), pp. 635-645. Springer, Sep 2020.
  • Amiya Kumar Dash, Roshni Pradhan, Jitendra Kumar Rout, Niranjan Ray. “A Constructive Model for Sentiment Analysis of Speech using Deep Learning”. In Proceedings of 17th International Conference on Information Technology (ICIT), pp 01-06, DOI 10.1109/ICIT.2018.00013, IEEE, India, May 2019(978-1-7281-0259-7/18).
  • Jitendra Kumar Rout, Amiya Kumar Dash and Niranjan Kumar Ray. “A Framework for Fake Review Detection: Issues and Challenges”, In Proceedings of 17th International Conference on Information Technology (ICIT), pp 07-10, DOI 10.1109/ICIT.2018.00014, IEEE, India, 2018(978-1-7281-0259-7/18).
  • Jitendra Kumar, Jitendra Kumar Rout, Anshu Katiyar and Sanjay Kumar Jena. “Sentiment Analysis using Weight Model based on SentiWordNet 3.0”, In Proceedings of 5th International Conference on Advanced Computing, Networking and Informatics, pp 131-139, DOI-10.1007/978-981-10-8633-5_14. Springer, India, Nov. 2018. (Vol AISC 709).
  • Rohit Narayan, Jitendra Kumar Rout, and Sanjay Kumar Jena. “Review Spam Detection using Opinion Mining.” In Proceedings of 4th International Conference on Advanced Computing, Networking and Informatics, pp. 273-279, DOI-10.1007/978-981-10-3376-6_30. Springer, India, Aug 2017.
  • Rohit Narayan, Jitendra Kumar Rout, and Sanjay Kumar Jena. “Review Spam Detection using Semi-Supervised Technique.” In Proceedings of 4th International Conference on Advanced Computing, Networking and Informatics, pp. 281-286, DOI- 10.1007/978-981-10-3376-6_31. Springer, India, Aug 2017.
  • Amiya Kumar Dash, Jitendra Kumar Rout, and Sanjay Kumar Jena. "Harnessing Twitter for Automatic Sentiment Identification Using Machine Learning Techniques." In Proceedings of 3rd International Conference on Advanced Computing, Networking and Informatics, pp. 507-514, DOI- 10.1007/978-81-322-2529-4_53. Springer India, 2016.
  • Smriti Singh, Jitendra Kumar Rout, and Sanjay Kumar Jena. "Construct-Based Sentiment Analysis Model." In Proceedings of the International Conference on Signal, Networks, Computing, and Systems, pp. 171-178, DOI- 10.1007/978-81-322-3589-7_18. Springer India, 2016.
  • Rasula Venkatesh, Jitendra Kumar Rout, and Sanjay Kumar Jena. "Malicious Account Detection Based on Short URLs in Twitter." In Proceedings of the International Conference on Signal, Networks, Computing, and Systems, pp. 243-251, DOI- 10.1007/978-81-322-3592-7_24. Springer India, Oct 2016.

List of Book Chapters:

  • Chetana Thaokar, Jitendra Kumar Rout, and Minakhi Rout. "Veracity Detection Using Hybrid Deep Learning for News and Social Media Text." In Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 4, pp. 293-325. Singapore: Springer Nature Singapore, 2025.
  • Akash Kumar, Sujit Sangram Sahoo, Sumit Kumar, Pravas Ranjan Bal, Jitendra Kumar Rout, and Vijay Kumar Chaurasiya. "Secure Certificateless Maximum Achievable Throughput in Successive IoT Relay Networks." In Information Technology Security: Modern Trends and Challenges, pp. 189-208. Singapore: Springer Nature Singapore, 2024.
  • S Nayak, A Narayan, Jitendra Kumar Rout. “IoT Enabled Smart Dustbin”. In IoT-Based Smart Waste Management for Environmental Sustainability, pp. 99-120, 2022, CRC Press. eBook ISBN: 9781003184096. DOI: 10.1201/9781003184096. (14 June 2022)
  • Subhashree Swain, Jitendra Kumar Rout, Kshira Sagar Sahoo. “Hybrid approach to prevent accidents at Railway: An assimilation of Big data, IoT and Cloud.” pp. 189--222. Springer, 2022. Online ISBN: 978-981-16-8930-7, DOI: 10.1007/978-981-16-8930-7_8, (01 Jan 2022)
  • Astik Kumar Pradhan, Satyajit Swain and Jitendra Kumar Rout. “Role of Machine Learning and Cloud driven Platform in IoT based Smart Farming”. Machine Learning and Internet of Things for Societal Issues, pp. 43-54, Online ISBN=978-981-16-5090-1, DOI: 10.1007/978-981-16-5090-1_4, Springer. (01 Jan 2022).
  • Jitendra Kumar Rout, Bhagyashree Mohanty, Shruti Priya, Pankhuri Mehrotra and Nidhi Bhattacherjee. "The Farmers Support System: IoT in Agriculture.", In IoT Applications, Security Threats, and Countermeasure, pp. 119-141. CRC Press. (eBook ISBN 9781003124252). (SEP 2021)
  • Anil Kumar Swain, Bunil Kumar Balabantaray, Jitendra Kumar Rout. “Machine Learning-Based Smart Health-care Systems”. In IoT Applications, Security Threats, and Countermeasure, pp. 195-208. CRC Press. (eBook ISBN 9781003124252). (SEP 2021).
  • Astik Kumar Pradhan, Jitendra Kumar Rout, and Niranjan Kumar Ray. "Exploring and Presenting Security Measures in Big Data Paradigm." Privacy and Security Issues in Big Data: An Analytical View on Business Intelligence: pp. 51--68. DOI:10.1007/978-981-16-1007-3_4. (Online ISBN: 978-981-16-1007-3, Print ISBN: 978-981-16-1006-6) (APR 2021)

List Books:

Edited Books:

  • Book Title: Applied Intelligent Decision Making in Machine Learning, Editors: Himansu Das Jitendra Kumar Rout, Suresh Ch. Moharana, Nilanjan Dey, Publisher: CRC Press (Taylor & Francis Group), ISBN: 978-0-367-50336-9, eBook ISBN: 9781003049548, Number of Pages: 266. (2021)
  • Book Title: Machine Learning for Intelligent Decision Science, Editors: Jitendra Kumar Rout, Minakhi Rout, Himansu Das, Series Title: Algorithms for Intelligent Systems, Publisher: Springer Singapore, eBook ISBN: 978-981-15-3689-2, DOI: 10.1007/978-981-15-3689-2, Hardcover ISBN: 978-981-15-3688-5, Series ISSN: 2524-7565, Number of Pages: 209. (2020)
  • Book Title: Nature Inspired Computing for Data Science, Editors: Minakhi Rout, Jitendra Kumar Rout, Himansu Das, Series Title: Studies in Computational Intelligence, Publisher: Springer International Publishing, Series Volume: 871, eBook ISBN: 978-3-030-33820-6, DOI: 10.1007/978-3-030-33820-6_12, Hardcover ISBN: 978-3-030-33819-0, Series ISSN:1860-949X, Number of Pages: 295.  (Scopus Indexed). (Jan 2020).

Projects:

1

Title: VISHWAKARMA (VIrtual Successful House Work Application KARMAshala): 3D Mobile App for Construction Training of PMAY-G Houses

Funding Agency: Department of Panchayat and Rural Development, Chhattisgarh

Amount: 15,00,000

Duration: 13-04-2026 to 12-04-2027

Role: Co-PI

Status: Ongoing

2

Title: Investigating the Effectiveness of Potth Laika Initiative to Combat Malnutrition in Rajnandgaon: A Perception-based Behavioural Study.

Funding Agency: UNICEF

Amount:1,22,500

Duration: 31-01-2025 to 31-12-2025

Role: Co-PI

Status: Completed

3

Title: Automation of Measurement Book Using .NET Framework under PHED

(Public Health Engineering Department, Chhattisgarh)

Funding Agency: UNICEF

Amount: 1,20,000

Duration: 17/03/2025 to till date

Role: PI

Status: Ongoing

4

Title: Partnership in Research for Advanced Technologies in Healthcare, AI, Materials & Energy (PRATHAME)

Funding Agency: ANRF

Amount:23000000

Role: Co-PI

Status: Ongoing

Research Profile:

Goole Scholar:  https://scholar.google.co.in/citations?hl=en&user=kWDOTCUAAAAJ

Scopus: https://www.scopus.com/authid/detail.uri?authorId=56928063800

 

Other Info.

Educational Qualifications:

  • Ph.D. (CSE, 2013-2018), Department of Computer Science and Engineering, National Institute of Technology Rourkela, Odisha, India. 

Title of Thesis: Detection of Deceptive Online Reviews using Machine Learning Techniques.

  • M.Tech. (CSE-IS, 2011-2013), National Institute of Technology Rourkela, Odisha, India
  • B.E. (CSE, 2002-2006), UCE Burla (Currently VSSUT Burla), Sambalpur, Odisha, India.

Work Experience 

  • Associate Professor in Department of Computer Science & Engineering, National Institute of Technology Raipur, Chhattisgarh, India (29 May 2026-Till Date).
  • Assistant Professor (I) in Department of Computer Science & Engineering, National Institute of Technology Raipur, Chhattisgarh, India (22 October 2022- 28 May 2026).
  • Assistant Professor (II) in Department of Computer Science & Engineering, National Institute of Technology Raipur, Chhattisgarh, India (August 2021- October 2022).
  • Assistant Professor in School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India (August 2017- August 2021).
  • Lecturer in Department of Computer Science & Engineering, TempleCity Institute of Technology & Engineering, Khurda, Odisha, India (Feb 2008 –August 2011).
  • Lecturer in Department of Computer Science & Engineering, Gandhi Institute for Technological Advancement, Bhubaneswar, Odisha, India (July 2007 –Jan 2008).

Ph. D. Thesis Supervision:

Completed/Submitted:

Sl. No.

Name

Thesis Title

Status

Role

Remark

1

Snehal Sarangi (1981036)

An Optimisation-Driven Framework for Enhanced Sentiment Analysis using Deep Learning Models

Submitted

(13/02/2026)

Supervisor

Co-Supervisor:  Dr. Subhasis Dash

2

Naliniprava Behera

(P20CS002)

Detection and Classification of Skin Lesions in Dermoscopy Images

Submitted

Co-Supervisor

Supervisor:  Dr. Akhilendra Pratap Singh

3

Anil Kumar Swain (P19CS007)

 

Development of AI-Driven Techniques for Enhanced Lung Cancer Detection and Classification

Complete

(07/03/2025)

Co-Supervisor

Supervisor: Dr. Bunil Kumar Balabantaray

4

Chetana Thaokar(1881052)

Verity Check in News and Media Text using Deep Learning

Complete

(14/05/2024)

Supervisor

Co-Supervisor:  Dr. Minakhi Rout

5

Prafulla Rameshrao Pardhi

(1881041)

Threat analysis, assessment and security solutions for smart devices

Complete

(11/09/2024)

Supervisor

Co-Supervisor:  Dr. Niranjan Kumar Ray

In Progress:

Sl. No.

Name

Research Area

Role

Remark

1

Ekta (22315002)

5G/IoT, Network Security

Guide

Co-Supervisor Dr. Veena Anand, Dr. Pavan Mishra

2

Steve Samson(23315010)

Financial Analytics

Guide

 ---

3

Ananya Pandey (24315001)

IOT, ML

Guide

Co-Supervisor: Dr. Deepak Singh

4

Snehalata Agasti (24315009)

Deep Learning Applications

Co-Guide

Guide: Dr. Deepak Singh

5

Sankalp Nayak (23315505)

IoT, Edge Devices

Guide

Co-Supervisor: Dr. Madhukrishna Priyadarshini

6

Rupali Vyas(25315004)

Medical image analysis

Guide

---

7

Shovana Das (24315507)

Intrusion Detection System, Network Security

Guide

Co-Supervisor: Dr. Madhukrishna Priyadarshini


 Significant Outreach Institute Activities

Keynote Speaker/Invited Talk/Expert Lectures

  • Delivered a talk on "AI and ML for EDGE Devices” ( Date: 21st May 2026, Time: 2.30 PM-4.30PM) at ANRF Sponsored National workshop on "Edge Intelligence: Demystifying the intersection of Edge computing and Artificial intelligence" held at Dept. of CSE, NIT Rourkela between 18th May to 22nd May 2026.
  •  Keynote talk on “Natural language Processing: Trends and Possibilities” at 1st International conference on Sustainability-oriented Learning for a Viable Earth: An interdisciplinary Perspective (SOLVE 2026), 26th -28th Feb 2026. 
  • Delivered a talk on “Data Foundations on Financial Analytics” (3.45 PM-6.00 PM, 08/09/2025) at One Week Faculty Development Programme on “Applied Artificial Intelligence and Machine Learning in Financial Analytics, Market Dynamics, and Managerial Decision-Making” held from 8th to 13th September 2025, AIU-Academic and Administrative Development Centre (AADC), Berhampur University, Bhanja Vihar, Berhampur-760007, Odisha, India. 
  • Delivered a talk on Natural Language Processing (03:00 PM to 05:00 PM, 23/07/2025), at E & ICT Sponsored Online FDP on Transforming Data into Decision: Leveraging AI and Data Science for Intelligent Insight (15th July 2025 to 26th July 2025) for research scholars, faculty members and industry personals organized by Dept. of CSE, NIT Warangal and Dept. of CSE, IIIT Bhubaneswar.
  • Delivered a talk on Introduction Natural Language Processing (05:05 PM to 07:05 PM, 23/07/2025), at E & ICT Sponsored Online FDP on Data Science and its Applications (23rd July 2025 to 1st August 2025) for research scholars, faculty members and industry personals organized by Dept. of CSE, NIT Warangal and Dept. of CSE, GEC Kalahandi, Bhawanipatna, Odisha.
  • Delivered a talk on Introduction to machine learning and evaluation parameters for classifiers (10:00 AM to 11:00 AM, 13/07/2025), at one-Week National Level Self-Financed Online Short-Term Training Programme (STTP) on “Frontiers in Applied Mathematics: Modelling, Computation, and Quantum-Driven Techniques (FAMMCQDT-2025) (July 09 to 13, 2025) for research scholars, faculty members and industry personals organized by Department of Mathematics, NIT Raipur, India, in collaboration with the Continuing Education Cell, NIT Raipur.
  • Delivered a talk on Understand the background of classifiers: Decision Trees as a case study (11:15 AM to 12:15 PM, 13/07/2025), at one-Week National Level Self-Financed Online Short-Term Training Programme (STTP) on “Frontiers in Applied Mathematics: Modelling, Computation, and Quantum-Driven Techniques (FAMMCQDT-2025) (July 09 to 13, 2025) for research scholars, faculty members and industry personals organized by Department of Mathematics, NIT Raipur, India, in collaboration with the Continuing Education Cell, NIT Raipur.
  • Delivered a talk on Decision Tress (11:00 AM to 1:10 PM, 28/05/2025), at E & ICT Sponsored Hybrid FDP on AI and ML Models: Frameworks, Applications and Challenges (23rd  to 29th May 2025) for research scholars, faculty members and industry personals organized by  E & ICT Academy, NIT Warangal and Department of CSE-(Cys, DS) and AI & DS, VNR Vignana Jyothi Institute of Engineering & Technology (VNRVJIET), Hyderabad, Telangana.
  • Keynote talk on “Machine Learning for all” during the pre-conference workshop at DAMITS for 12th IEEE International Conference on Intelligent Systems and Embedded Design (ISED 2024) during 20th Dec to 22nd Dec 2024. 

Chaired Sessions at International/National Conferences

  • Session Chair during International Conference on Emerging Trends in Advancements and Applications of Computational Intelligence Techniques (ETAACT 2026), 10th -11th April, 2026, SOA University, Bhubaneswar, Odisha (11th April 2026, Online Session 15, Time 11:00 AM to 1:00 PM)
  • Session Chair during 3rd IEEE International Conference on Industrial Electronics: Development & Applications (ICIDeA 2025), 21-22 Feb 2025, KIIT University, Bhubaneswar. 
  • Session Chair for Technical Session TS-18, on December 14, 2024, from 11 AM to 1 PM for 22nd OITS International Conference on Information Technology (OCIT 2024), December 12-14, 2024, at SRM University AP.
  • Session chair for Technical Session #1: 7:00 PM-8:00PM at 12th International Conference on Intelligent Systems and Embedded Design (ISED 2024), 20-22 Dec 2024, NIT Rourkela. 
  • Session chair for the session “Advancements in AI for Predictive Modeling, Quality Enhancement, and Real-Time Detection Across Various Domains - I” at 3rd International Conference on “Computing, Communication and Learning” (CoCoLe 2024), 13-15 September 2024, NIT Warangal. 
  • Conference session chair, 3rd IEEE International Conference on Communication Systems and Network Technologies (CSNT 2024), 6-7 Apr 2024, TS09, 6/4/2024, 16:15 PM to 17:45 PM, GGITS, Jabalpur. 

List of Workshops/Seminars/Conferences Organized:

  • 13th IEEE International Conference on Intelligent Systems and Embedded Design (ISED-2025) during 17th – 19th December 2025, Organized by Department of Computer Science and Engineering, NIT Raipur, Raipur – 492010, Chhattisgarh, India. (Role: Organizing Secretary).
  • 4th Online Workshop on "Data Science and its Applications" from January 13-29 January 2025, for research scholars, faculty members and industry personnel. (Coordinator)
  • Chhattisgarh Green Summit-2024 during 3rd-5th Oct 2024, DDU Auditorium Raipur, organized by NIT Raipur and VIBGYOR (N.E. Foundation). (Role: Organizing Secretary).
  • 21st IEEE OITS International Conference on Information Technology (OCIT), 13-15 Dec 2023, Organized by Department of Computer Science and Engineering, NIT Raipur, Raipur – 492010, Chhattisgarh, India. (Role: Organizing Secretary).
  • Online Short Term Training Program on Aesthetic of Scientific Writing Using LaTeX (4th - 8th July 2022), Department of Computer Science and Engineering, NIT Raipur, CG, India. (Role: Coordinator). 
  • Online Faculty Development Programme (FDP) on Data Science for Engineering Applications: Theory and Practice (6th – 15th June 2022), Organized by Department of Computer Science and Engineering, NIT Raipur, Raipur – 492010, Chhattisgarh in association with E & ICT Academy, NIT Warangal, Telangana. (Role: Coordinator). 
  • 4th International Conference on Information Systems and Management Science (ISMS 2021), 14-15Dec 2021, NIT Raipur. (Role: Organizing Secretary)
  • 2nd International Conference on Computing Analytics and Networking (ICCAN 2019), 14-15 Dec 2019, SCE, KIIT DU. (Role: Program Chair).
  • 5-Day's National Workshop on Aesthetic of Scientific Writing using Latex, KIIT Deemed to be University, Bhubaneswar, Odisha, Convener, 20th May 2019 to 24th May 2019. (Role: Convener)


Adminstrative Responsibilities:

  • Professor (I/C)-I, NCC NIT Raipur [08-08-2024-Present] 
  • Member, PI Unit Unnat Bharat Cell, NIT Raipur [25/09/2024-Present]
  • FIC-Timetable, CSE Dept. NIT Raipur [04/01/2023-Present]
  • FIC, Training Cell-Internal Training, Career Development Center (CDC), NIT Raipur [03-08-2023 to 28-04-2025]
  • Nodal officer, Tobacco Free Youth Campaign 2.0, 2024 (TFYC 2.0) [4 Oct 2024 to 01-11-2025]
  • Assistant Exam Superintendent, NIT Raipur [07/11/2022 to 07/11/2024]

Professional Affiliations

  • Life Member, Computer Society of India (CSI). Membership No.- 4092220001.
  • Professional Member, Association of Computing Machinery (ACM), USA. Membership No.- 4654428.
  • Senior Member, Institute of Electrical and Electronics Engineers (IEEE), USA. Membership No.- 93806580.
  • Member, Institution of Engineers (India), Membership No.- M-1643015.
  • Life Member, Orissa Information Technology Society (OITS), L19/476