Department: Computer Science & Engineering

2)Anne Dickson, Ciza Thomas, Identifying Network Intrusion using Enhanced Whale Optimization Algorithm,Springer series on Advances in Intelligent Systems and Computing, in the International Conference on Intelligent Systems Technologies and Applications ISTA’20, 2020.
3) Anne Dickson, Ciza Thomas, Analysis of UNSW-NB15 using Machine Learning Algorithms, Springer communications in Computer and Information Science in the Symposium on Machine Learning and Meta-heuristics Algorithms and Applications, SOMMA’20, 2020.
5) Anne Dickson, Ciza Thomas, Improved PSO for optimizing the performance of intrusion detection systems, in the International Conference (ISTA’19), Second Symposium on Machine Learning and Metaheuristics Algorithms and Applications, 2019.
6) Anne Dickson, Ciza Thomas, Optimizing False Alerts Using Multi-objective Particle Swarm Optimization Method, IEEE Xlore, IEEE SPICES, 2015.
7) Anne Dickson, Ciza Thomas, Feasibility of Machine Learning Techniques to reduce false alarms in intrusion detection, International Journal of Computer Science and Mobile Computing,ICMIC 2013.
8)Marcia Rajan, Bhavya, Hema Joy,Anne Dickson “Automated car parking system using optical character recognition”, IJSER 2020.
9)Ann Emrita C, Aswani A S, Divya Sylvester, Kavery M S, Lydia Sebastian and Anne Dickson, “Security Using Webcam”, MBCET Journal of Research, Vol.2, April 2013.

• Received Best Paper Award from NIT- Trichy for the paper “Attack Detetion Availing Feature Discretion Using Rando Forest”in the International Conference onComputational Intelligence and Paradigms (CLIP ’22).
• Anne Dickson, Ciza Thomas, Improved PSO for optimizing the performance of intrusion detection systems,  Journal of Intelligent & Fuzzy Systems, vol. 38, no. 5, pp. 6537-6547, IOS Press, 2019, DOI: 10.3233/JIFS-179734 (SCI Impact factor – 1.891)(Best paper award).

• Ms. Poorna B. R. (Asst. Professor, Dept. of CSE) has presented a research paper titled “Health care Recommender System using Machine learning” co-authored by Dr. Jesna Mohan (Associate Professor, Dept. of CSE) and Mr. Jephin John Kutty at Third International Conference on Networks and Advances in Computational Technologies (NetACT 25) from 7th to 9th August 2025, organized by the Department of Computer Science and Engineering, MBCET.
• Ms. Poorna B.R. (Assistant Professor, Dept. of CSE) and Dr. Jisha John (Professor, Dept. of CSE) presented the research paper titled “Advanced Deep Learning Techniques for Biomedical Cell Segmentation” at the International Conference on Advances in Information Technology (ICAIT 2025), held on 1st August 2025, organized by SVKM’s Institute of Technology, Maharashtra.
• Ms. Poorna B.R presented a research paper titled“ Machine Learning Techniques for Healthcare Recommendation Systems” at National Seminar on Transformative Innovations Shaping the AI-Driven Epoch , as part of 35th Annual State Convention of ISTE Kerala Section held on 18th January 2025 at Marian Engineering College, Thiruvananthapuram.
• B. R. Poorna, Dhanush D. Chandran, Varsha Sujith Krishna, Deanne Maria Rodricks, Johann Joshua Knox, “Healthcare Recommender System Using Random Forest Classifier,” in International Journal of Research in Engineering, Science and Management, vol. 7, no. 10, pp. 13-16, October 2024.
• B. R. Poorna, Edwin Charles Mathew, “Drug Recommendation System Using TF-IDF Vectorization and Cosine Similarity,” in International Journal of Research in Engineering, Science and Management, vol. 7, no. 10, pp. 1-3, October 2024.
• Tony, A., Jayaram, R., Gokul Krishna, J.K., Gokul Krishna, B., Poorna, B.R. (2022) Augmented Reality Integrated Smart Math Solver. In: Asokan, R., Ruiz, D.P., Baig, Z.A., Piramuthu, S. (eds) Smart Data Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-19-3311-0_49.
• Ismail, M., Najeeb, T., Anzar, N.S., Aditya, A., Poorna, B.R. (2022). Using Computer Vision to Detect Violation of Social Distancing in Queues. In: Smys, S., Balas, V.E., Palanisamy, R. (eds) Inventive Computation and Information Technologies. Lecture Notes in Networks and Systems, vol 336. Springer, Singapore. https://doi.org/10.1007/978-981-16-6723-7_57.
• 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/10.1007/978-3-031-18497-0_26.
• Poorna B.R presented research paper entitled “Using Computer Vision to detect violation of social distancing in Queues” at the third International Conference  on Inventive Computation and Information Technologies(ICICIT-2021) organised by RVS Technical  Campus, Coimbatore on 12 August  2021.
• Poorna B.R presented papers entitled “Using Computer Vision to Detect Violation of Social Distancing” and “Augmented Reality Integrated Smart Math Solver” in the in the 31st Annual State Faculty Convention of the ISTE Kerala Section, on “Opportunities and Challenges in Technical Education in the Post-COVID Scenario” organized by Mar Baselios College of Engineering and Technology, on 23 January 2021,
• Poorna B.R, Akhil R,Athul soori,Dileep Shankar,Mrinal Krishnan presented a paper“Detection of specific learning disabilities in children,2017” at International conference –NETACT-2017 organized by CSE,MBCET
• Poorna B.R Jesna Mohan and J Haripriya Published a research paper titled” wSafe24/7- A Personalized Women Safety Application” in IRJAES, Volume 5, Issue 3, 2020.
• Poorna B R, Reshma J P, Vidhya Varma E, “Voice Controlled Computer System using FUZZY Logic”, International Journal of Modern Trends in Engineering and Research,2015.
• Poorna B.R, Dhanusha T. John , Kavya S. Kumar , Vaishak T. Nair , P. Visakh , published a paper “Cricket Scoreboard Automation using Umpire Gestures” in International Journal of Research in Engineering, Science and Management Volume-2, Issue-7, July-2019
• Mr. Vysakh Jayan,Mr. Nikhil Anilkumar ,Mr.Augustine B,Mr.Amal saji Varghese,Ms.Poorna B.R has published a research paper titled” Personal Journal with Emotional Intelligence and Sentiment Tracking” in IJSER,June 2020
• Poorna B.R  has published a paper entitled  “Medical diagnostic system using Fuzzy logic ” in International journal of latest trends in Engineering and Technology(IJLTET)
• Poorna B.R  presented a paper entitled “Graphical Passwords” in the National Conferences On Advances And Challenges In Multimedia Communication organized by Noorul Islam College of Engineering.
• Poorna B.R presented a paper entitled “Phising:Attacks And Defence Mechanisms” in the National Conference On Internet And Multimedia Communication organized by Noorul Islam College of Engineering
• Poorna B.R presented a paper entitled ” Disease Estimation Using Fuzzy Approach” in the National Conference NC-Vcom organized by Saintgits College of Engineering.

• IBM Skills Academy -Data Science Instructor.
• Resource person for the workshop on “Machine learning and Deep learning “organized by ACM student’s chapter,during September 20 and 21 and November 9 and 10,2019 at Mar Baselios College of Engineering and Technology.
• Resource person for “Infosys Campus Connect Programme” for students who got placed in Infosys, at MBCET

• Ms. Poorna B.R received the best paper award for the paper titled“ Machine Learning Techniques for Healthcare Recommendation Systems” at National Seminar on Transformative Innovations Shaping the AI-Driven Epoch , as part of 35th Annual State Convention of ISTE Kerala Section held on 18th January 2025 at Marian Engineering College, Thiruvananthapuram.
• The project titled, “Augmented Reality Integrated Smart Math Solver”, by Ms. Poorna.BR, Assistant Professor (Principal Investigator) and Mr. Abraham Tony Itty, Mr. Gokul Krishna JK, Mr. Gokul Krishna B, Mr. Jayaram R (Student Investigators)  got  funding by the Kerala State Council for Science Technology and Environment (KSCSTE)
• The faculty project proposal  “Health care recommender system  using hybrid filtering technique“  by Ms.Poorna B.R, Asst.Professor, CSE has been approved for CERD funding.
• The papers entitled “Using Computer Vision to Detect Violation of Social Distancing” and “Augmented Reality Integrated Smart Math Solver” presented by Ms. Poorna B.R, Assistant Professor, CSE have been selected as best papers of tracks “Inclusivity in Technical Education and Society” and “Effective Technologies in Education” respectively in the 31st Annual State Faculty Convention of the ISTE Kerala Section, on “Opportunities and Challenges in Technical Education in the Post-COVID Scenario” organized by Mar Baselios College of Engineering and Technology, on 23 January 2021, at Thiruvananthapuram in association with ISTE Kerala Section.

2. Published a paper titled “Prevention of Copyright Issues of Media in Social Network” in International Journal of Computer Applications on Advanced Computing and Communication Technologies for HPC (2012)

3. A paper titled “Security Issues of Media Sharing in Social Cloud” in Procedia Engineering, Vol 38 (2012)

4. A paper titled “A Study on Traffic Classification Approaches” in International Conference on Networks, Intelligence and Computing Technologies (2011)