Department: Computer Science & Engineering

• Rex Rony Jacob, Rohit Mahesh, Shannon Gomez, Syed Sahabuddin, and Vijitha Robinson. “EverTrack: A System to Track History of Used Cars Using Blockchain.” In Inventive Computation and Information Technologies: Proceedings of ICICIT 2022, pp. 415-423. Singapore: Springer Nature Singapore, 2023.
• Vijitha Robinson and Elizabeth B. Varghese, “A novel approach for ensuring the privacy of EEG signals using application-specific feature extraction and AES algorithm” 2016 International Conference on Inventive Computation Technologies (ICICT) (Coimbatore, India). Vol. 2, pp 1-6 IEEE, 2016.

Book publications:

• Vijitha Robinson, Prathibha S. Nair and Kailas Sree Chandran, Foundations of Computing: From Hardware Essentials to Web Design, January 2025.     ISBN : 978-93-342-1525-0

• Vijitha Robinson and Kailas Sree Chandran, C Programming: Mastering the Basics, January 2025.     ISBN : 978-93-341-8237-8

• Prathibha S. Nair, Vijitha Robinson and Kailas Sree Chandran, Algorithmic Thinking with Python, October 2024.    ISBN : 978-93-341-3517-6

• Vijitha Robinson and Kailas Sree Chandran, Programming in C (2nd ed.), April 2023.      ISBN: 978-93-5891-283-8

• Vijitha Robinson and Kailas Sree Chandran, Programming in C, April 2022. ISBN: 978-93-5627-840-0

• Co-coordinator, SPARSHAM
• Member, MBCET Outreach Cell

• Completed the Phase II of AICTE Mandatory Course for Inductee Teachers
• Qualified NET for Assistant professor in Computer Science and Applications
• First rank and University Gold Medal for P.G. Diploma in Intellectual Property Rights (2018 Batch) from Indira Gandhi National Open University.

• Syam, N. E., Vempeny, A. S., Biju, A. M., Abraham, E. M., & Anjali, S. (2024, December). Speech Therapy Assistance through Gamification. In 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT) (pp. 1-5). IEEE.
• Anjali, S., and S. Don. “Deep Learning-Based Video Anomaly Detection Using Optimised Attention-Enhanced Autoencoders.” ELCVIA Electronic Letters on Computer Vision and Image Analysis 24.1 (2025): 134-152.
• Ms. Anjali. S, Ms.Vinny Pious, Joel J. Sebastian, J. Krishnanunni, Joveal K. Johnson,and Ashik Mujeeb have published a paper entitled “Multi-Stage Fruit Grading System” in the Springer Book series Lecture Notes in Networks and Systems (LNNS, volume 672), Electronic ISSN 2367-3389.
• Presented the paper entitled “Speech therapy assistance through gamification in the IEEE sponsored International conference on Computing and Intelligent Reality Technologies’ organised by Karunya Intitute of Technology and Sciences, Coimbatore, India.
• Adil, A.P., Anandhu, M.G., Joy, J.E., Karethara, T.S., Anjali, S., Poorna, B.R. (2023). Accident Detection in Surveillance Camera. In: Hemanth, J., Pelusi, D., Chen, J.IZ. (eds) Intelligent Cyber Physical Systems and Internet of Things. ICoICI 2022. Engineering Cyber-Physical Systems and Critical Infrastructures, vol 3. Springer, Cham. https://doi.org/10.1007/978-3-031-1849
• Published the paper ‘Image Segmentation using Level set Based Active Contour Models’, in “The Proceedings of International Conference on Computer Vision and Robotics’ August 2011, Bhuvneshwar.
• Published the paper ‘Comparative Analysis of Image segmentation methods’ in International Journal of Computer Science Trends and Technology, IJCST- Volume 6 Issue 4/July-Aug 2018.

• POWER VORTEX – Smart Energy Forecasting and Management with IoT and Machine Learning 2025 Emerging Technologies for Intelligent Systems (ETIS) | 979-8-3315-0754-1/25/$31.00 ©2025 IEEE | DOI: 10.1109/ETIS64005.2025.10961294
• DESIGN PATENT REGISTERED
  Ms. Deepthi K Moorthy (Asst. Professor, Dept. of CSE), Mr. Shibin Shibu,Mr.Gopal S, Mr.Ashwin A and Mr.Adithya Anil (2024 CSE Passout Batch) have acquired a design registration( Design No:429741-001)in respect to the application of the design to “Smart energy forecasting and management Device”, on October 2024.
• A Review on Alzheimer’s Disease Detection 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) | 979-8-3503-2579-9/23/$31.00 ©2023 IEEE | DOI: 10.1109/ICAISS58487.2023.10250457 using Machine Learning.

•  CSI Student Branch Counselor-MBCET(CSI ID:F8004813)
• ISTE(Life time membership :LM135922)

• Lino Zachariah, Dr. K Maharajan,”Review on Vision based Human Motion Detection using Deep Learning” , International Conference on Smart Electronics & Communication 2023.
• Published paper in IJERA volume 2, issue 6 December 2012 under the title Analysis and Comparison of ECC and ECIES using IBE for securing patient’s privacy.

• “Multimodal Sentiment Analysis – A Study on Classification Techniques for Multimodal Sentiment Analysis”, International Journal of Innovative Research in Computer and Communication Engineering (IJIRCEE) Vol. 4, PP.15254-15260,Issue 8, August 2016.
• ”Facial Expression Recognition and Emotion Classification System for Sentiment Analysis” IEEE international conference on Networks and Advances in Computational Technologies, July 2017 ISBN: 978-1-5090-6590-5.

• S. Dija, J. Ajana, V. Indu and M. Sabarinath, “Web Browser Forensics for Retrieving Searched Keywords on the Internet,” 2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2021
• D. S, A. J, I. V and S. M, “Cyber Forensics: Discovering Traces of Malware on Windows Systems,” 2020 IEEE Recent Advances in Intelligent Computational Systems (RAICS), Thiruvananthapuram, India, 2020
• M. S. Darsana, V. A. M. Khosh, S. Dija and V. Indu, “Windows 10 Cloud Storage and Social Media Application Forensics,” 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Madurai, India, 2018
• S. Dija, V. Indu, A. Sajeena and J. A. Vidhya, “A Framework for Browser Forensics in Live Windows Systems,” 2017 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Coimbatore, India, 2017.

• Resource person for a session on Live Forensics during FDP at MarBaselios College of Engineering and Technology
• Delivered a talk on Cyber Forensics and CyberCrimes for final year students at MarBaselios College of Engineering and Technology

• ISTE Life Member

• GATE & UGC-NET Qualified

• M.Tech – 1st Rank Holder

• “Tastylens- AR: An AI-powered smart food ordering system with adaptive learning.” on International Conference on Empowering Engineering and Technology (ICEET 2025).
• “Tech- Wrapped Recovery: Exploring the world of Band-Aid 2.0” on
  International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES 2023).
• “A review on identification and disease detection in plants using machine learning techniques” on International Research Journal of Engineering and Technology (IRJET) volume: 07 Issue:03, mar 2020.

BOOK PUBLICATION – NATIONAL AND INTERNATIONAL:

• Published a book titled “Integrating AI with Blockchain Applications” along with four other authors.

PATENT(S)

• Published a patent of the title “AI- powered gesture and voice- controlled prosthetic hand” on 2025.
• Published a patent of the title “AI- powered disaster management system with real-time predictive analytics” with patent id: 202541009401 on February 2025.
• Published a patent of the title “Enhanced scalability with off-chain data storage in blockchain ecosystems” on 23rd February 2024.

• Awarded Best Teacher in DMI College of Engineering, Chennai for scoring 100% result in Deep Learning subject.

Journals

• Shini Renjith, Sreekumar A. and Jathavedan M. have the paper titled “An Empirical Research and Comparative Analysis of Clustering Performance for Processing Categorical and Numerical Data Extracts from Social Media” selected for publication in UEM Acta Scientiarum. Technology (ISSN: 1807-8664, SCIE, Scopus), Jan 2022.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “SemRec – An Efficient Ensemble Recommender with Sentiment based Clustering for Social Media Text Corpus” in Wiley Concurrency and Computation: Practice and Experience (ISSN: 1532-0634, SCIE, Scopus, Impact factor: 1.536 (2020)), May 2021.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “Performance Evaluation of Clustering Algorithms for Varying Cardinality and Dimensionality of Data Sets” in Elsevier Materials Today: Proceedings(ISSN: 2214-7853, Scopus), Vol. 27 Issue 1, Jan 2020.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “An Extensive Study on the Evolution of Context-Aware Personalized Travel Recommender Systems” in Elsevier Information Processing and Management(ISSN: 0306-4573, SCIE, Scopus, Impact Factor: 6.222 (2020)), Vol. 57 Issue 1, Jul 2019.
• Shini Renjithhas published the paper titled “Detection of Fraudulent Sellers in Online Marketplaces using Support Vector Machine Approach” in International Journal of Engineering Trends and Technology (IJETT) (ISSN: 2231-5381), Vol. 57 Issue 1, Mar 2018.
• Shini Renjithhas published the paper titled “B2C E-Commerce Customer Churn Management: Churn Detection using Support Vector Machine and Personalized Retention using Hybrid Recommendations” in International Journal on Future Revolution in Computer Science & Communication Engineering (IJFRCSCE) (ISSN: 2454-4248), Vol. 3 Issue 11, Nov 2017.
• Shini Renjith, Alpana Gopi, Divya P R, LittyRajan and Surya Rajan have published the paper titled “Accident Tracking and Visual Sharing Using RFID and SDN” in International Journal of Computer Engineering In Research Trends (IJCERT)(ISSN: 2349-7084), Vol. 3 Issue 10, Oct 2016.
• Shini Renjithand Dhanya Sudhakaran have published the paper titled “Context Aware Community Detection Scheme for Identification of Community in Multi-dimensional Networks” in International Journal of ICTAK (Convergence) (ISSN: 2454-5848), Vol. 2 Issue 1, Jun 2016.
• Shini Renjithand Dhanya Sudhakaran have published the paper titled “Multi Comm_Plus: A Community Detection System for Identification of Community in Multi-Dimensional Networks” in International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE) (ISSN: 2320-9801), Vol. 4 Issue 5, May 2016.
• Shini Renjithand Dhanya Sudhakaran have published the paper titled “Survey of Community Detection Algorithms to Identify the Best Community in Real-Time Networks” in International Journal of Scientific Engineering and Applied Science (IJSEAS) (ISSN: 2395-3470), Vol. 2 Issue 1, Jan 2016.
• Shini Renjithand Dhanya Sudhakaran have published the paper titled “Phase based Resource Aware Scheduler with Job Profiling for MapReduce” in International Journal of Latest Trends in Engineering and Technology (IJLTET) (ISSN: 2278-621X), Vol. 6 Issue 2, Nov 2015.
• Shini Renjithhas published the paper titled “An Integrated Framework to Recommend Personalized Retention Actions to Control B2C E-Commerce Customer Churn” in International Journal of Engineering Trends and Technology (IJETT) (ISSN: 2231-5381), Vol. 27 Issue 3, Sep 2015.
• Shini Renjithand K.G. Jijimol have published the paper titled “Load Balanced Optimal Client Server Assignment for Internet Distributed Systems” in International Journal of Applied Engineering Research (IJAER) (ISSN: 0973-9769, Scopus), Vol. 10 Issue 69, Jul 2015.
• Shini Renjithand Anjali C have published the paper titled “Fitness Function in Genetic Algorithm based Information Filtering – A Survey” in International Journal of Computer Science and Mobile Computing (IJCSMC), ICMIC13 (ISSN: 2320-088X), Dec 2013.
• Shini Renjithand Anjali C have published the paper titled “A Personalized Travel Recommender Model Based on Content-based Prediction and Collaborative Recommendation” in International Journal of Computer Science and Mobile Computing (IJCSMC), ICMIC13 (ISSN: 2320-088X), Dec 2013.

Book Chapters

• Shini Renjith, Rohit R.V., Aiswarya D.R., Athulya Roy and Vighnesh M. have the paper titled “A Novel Approach to Predict Success of Online Games Using Random Forest Regressor for Time Series Data” selected for publication in Lecture Notes in Electrical Engineering (ISSN: 1876-1119).
• Shini Renjith, Rahul Sunil, Kesia M. Joies, Abhijeet C. and Bharath T.U. have the paper titled “BitMedi: An Application to Store Medical Records Efficiently and Securely” selected for publication in Lecture Notes on Data Engineering and Communications Technologies (ISSN: 2367-4520).
• Shini Renjith and Merlin S. David have the paper titled “Comparison of Word Embeddings in Text Classification Based on RNN and CNN” selected for publication in IOP: Materials Science and Engineering (ISSN: 1757-899X).
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “SMaRT: Social Media based Recommender for Tourism” in Springer Transactions on Computational Science and Computational Intelligence(ISBN: 9783030495008, ISSN: 2569-7072), Vol. 5, Feb 2021.
• Shini Renjith, Mable Biju and Monica Merin Mathew have published the paper titled “A Sentiment-Based Recommender System Framework for Social Media Big Data Using Open-Source Tech Stack” in Springer Advances in Intelligent Systems and Computing (ISBN: 9789811535147, ISSN: 2194-5357, Scopus, Impact Factor: 0.570), Vol. 1245, Oct 2020.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “Pragmatic Evaluation of the Impact of Dimensionality Reduction in the Performance of Clustering Algorithms” in Springer Lecture Notes in Electrical Engineering (ISBN: 9789811555589, ISSN: 1876-1100,Scopus, Impact Factor: 0.340), Vol. 672, Sep 2020.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper titled “A Comparative Analysis of Clustering Quality Based on Internal Validation Indices for Dimensionally Reduced Social Media Data” in Springer Advances in Intelligent Systems and Computing (ISBN: 9789811535147, ISSN: 2194-5357, Scopus, Impact Factor: 0.570), Vol. 1133, Aug 2020.
• Shini Renjith, Sreekumar A. and Jathavedan M. have published the paper “Evaluation of Partitioning Clustering Algorithms for Processing Social Media Data in Tourism Domain” in IEEE Xplore, Proceedings of RAICS 2018 (ISBN: 9781538673362, Scopus), Dec 2018.
• Shini Renjithand Anjali C. have published the paper titled “A Personalized Mobile Travel Recommender System using Hybrid Algorithm” in IEEE Xplore, Proceedings of ICCSC 2014 (ISBN: 9781479960132, Scopus), Dec 2014.

Conferences

• Shini Renjith, Rohit R.V., Aiswarya D.R., Athulya Roy and Vighnesh M. have the paper titled “A Novel Approach to Predict Success of Online Games Using Random Forest Regressor for Time Series Data” selected for presentation at 2021 International Conference on Advances in Electrical and Computer Technologies (ICAECT 2021), Oct 2021.
• Shini Renjith, Rahul Sunil, Kesia M. Joies, Abhijeet C. and Bharath T.U. have the paper titled “BitMedi: An Application to Store Medical Records Efficiently and Securely” selected for presentation at 2021 International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN 2021), Sep 2021.
• Shini Renjith and Merlin S. David have presented the paper titled “Comparison of Word Embeddings in Text Classification Based on RNN and CNN” at 2021 Global Conference on Recent Developments in Computer and Communication Technologies (GC-RDCT 2021), Jul 2021.
• Shini Renjith, Mable Biju and Monica Merin Mathew have presented the paper titled “A Sentiment-Based Recommender System Framework for Social Media Big Data Using Open-Source Tech Stack” at 2020 International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), Mar 2020.
• Shini Renjith, Sreekumar A. and Jathavedan M. have presented the paper titled “SMaRT: Social Media based Recommender for Tourism” at 2019 International Conference on Networks & Advances in Computational Technologies (NetACT 2019), Jul 2019.
• Shini Renjith, Sreekumar A. and Jathavedan M. have presented the paper titled “A Comparative Analysis of Clustering Quality Based on Internal Validation Indices for Dimensionally Reduced Social Media Data” at 2019 International Conference on Artificial Intelligence and Data Engineering 2019 (AIDE 2019), May 2019.
• Shini Renjith, Sreekumar A. and Jathavedan M. have presented the paper titled “Pragmatic Evaluation of the Impact of Dimensionality Reduction in the Performance of Clustering Algorithms” at 2019 International Conference on Advances in Electrical and Computer Technologies (ICAECT 2019), Apr 2019.
• Shini Renjith, Sreekumar A. and Jathavedan M. have presented the paper “Performance Evaluation of Clustering Algorithms for Varying Cardinality and Dimensionality of Data Sets” at 2019 International Conference on Advances in Electrical and Computer Technologies (ICAECT 2019), Apr 2019.
• Shini Renjith, Sreekumar A. and Jathavedan M. have presented the paper titled “Evaluation of Partitioning Clustering Algorithms for Processing Social Media Data in Tourism Domain” at 2018 IEEE Recent Advances in Intelligent Computational Systems (RAICS 2018), Dec 2018.
• Shini Renjithand Dhanya Sudhakaran have presented the paper titled “Context Aware Community Detection Scheme for Identification of Community in Multi-dimensional Networks” in 2016 International Conclave on Skills, Engineering & Technology (ICSET 2016), Jun 2016.
• Shini Renjithand K.G. Jijimol have presented the paper titled “Load Balanced Optimal Client Server Assignment for Internet Distributed Systems” in 2015 International Conference on Computing Paradigms (ICCP 2015), Jul 2015.
• Shini Renjithand Anjali C. have presented the paper titled “A Personalized Mobile Travel Recommender System using Hybrid Algorithm” in 2014 International Conference on Computational Systems and Communications (ICCSC 2014), Dec 2014.
• Shini Renjithand Anjali C have presented the paper titled “Fitness Function in Genetic Algorithm based Information Filtering – A Survey” in 2013 International Conference on Mobility in Computing (ICMiC 2013), Dec 2013.
• Shini Renjith and Anjali C have presented the paper titled “A Personalized Travel Recommender Model Based on Content-based Prediction and Collaborative Recommendation” in 2013 International Conference on Mobility in Computing (ICMiC 2013), Dec 2013. This paper has also secured the Best Paper Award in ICMIC13.

• IBM Skills Academy Overall Program Coordinator and Data Science Instructor since 2020.

• Computer Society of India (CSI) Student Branch Coordinator/Counselor since 2020
• AI Research Club  and Openlabs.ai coordinator since 2020.

• Resource Person on “Python for Machine Learning” in the 5 day Workshop at University College of Engineering, Thodupuzha, Kerala (Jul 2021).

• Invited Speaker in Kaleidoscope IT Talks” conducted by Computer Society of India (CSI) Trivandrum Chapter, Thiruvananthapuram, Kerala (Mar 2021).
• Resource Person for the AICTE sponsored FDP on ” Role of Machine Learning in IOT Applications” conducted by Marian Engineering College, Thiruvananthapuram, Kerala (Dec 2019).
• Resource Person for the Talk Series by Data Analytics Group at Dept. of CSE, MBCET (Dec 2019).

• Coordinator and Resource Person of 4 day Workshop with hands-on sessions for students on Machine Learning and Deep Learning at Dept. of CSE, MBCET (Sep and Nov 2019).

• Resource Person on “Machine Learning” in the 3 day Residential Camp of Gender & Technology Programme of International Centre for Free and Open Source Software (ICFOSS), Thiruvananthapuram, Kerala (Oct 2019).

• Resource Person for 2 week Internship on Deep Learning at Dept. of CSE, MBCET during (Nov 2019).
• Staff Coordinator of the First Edition of TEDx Event held at MBCET
• Staff Coordinator of the Maiden Inter-Collegiate Tech Fest, Hash 2018 and 22 Hour Hackathon Event, organized by Department of CSE, MBCET
• Coordinator for the Baselian Computing Workshop 2017
• Organizer for Career Guidance Talk on” What After B.Tech” on behalf of ACM Chapter, MBCET
• Staff Coordinator of Association of Computer Engineers (ACE) at MBCET during 2017-2019
• Student Branch Coordinator and Faculty Advisor of Association for Computing Machinery (ACM) Chapter at MBCET during 2017-2019

• Recognized Reviewer in Elsevier Information Processing and Management Journal (SCIE, Scopus)
• Invited Reviewer in following journals:
  • Elsevier Materials Today: Proceedings (Scopus)
  • Springer Artificial Intelligence Review (SCIE, Scopus)
  • Taylor & Francis Journal of Spatial Science (SCIE, Scopus)
  • Taylor & Francis Applied Artificial Intelligence (SCIE, Scopus)
  • Taylor & Francis Connection Science (SCIE, Scopus)
  • IEEE Access (SCIE, Scopus)
  • UEM Acta Scientiarum. Technology (SCIE, Scopus)
  • World Scientific International Journal of Information Technology & Decision Making (SCIE, Scopus)
  • Indonesian Journal of Electrical Engineering and Computer Science
• Editorial Team Member of the following journals
  • International Journal of Management and Data Analytics
  • Advances in Wireless and Mobile Communications
• Designated Reviewer on the Technical Program Committee for the Fourth International Conference on Advances in Computing, Communications and Informatics (ICACCI) held at SCMS School of Engineering and Technology, Aluva, Kochi, Kerala.

• Technical Program Committee Member and Reviewer for ISTE Convention, 2021 held at MBCET.

• Member of the Organizing Committee for two editions of the National Conference on Indian Language Computing (NCILC-2018 & NCILC 2019) held at Cochin University of Science and Technology (CUSAT), Kochi, Kerala.
• Member of the Organizing Committee for two editions of the International Conference on Networks & Advances in Computational Technologies (NetACT17 & NetACT19) held at MBCET