Dr MANIMEKALA B
MCA, MPhil, PhD
ASSISTANT PROFESSOR
MCA, MPhil, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | LSTM-MGTO: a novel early breast cancer detection using long short term memory based modified gorilla troops optimization algorithm | Network Modeling Analysis in Health Informatics and Bioinformatics / 14 / 1 / - | 2192-6662 | 20-Feb-2025 |
| 2 | Dysgraphia Disorder Detection and Classification Using Deep Learning Technique | SN Computer Science / 6 / 3 / - | 2662-995X | 21-Feb-2025 |
| 3 | Exploration of digital image tampering detection using CNN with modified particle swarm optimization in deep learning | Bulletin of Electrical Engineering and Informatics / 14 / 3 / 1981 - 1989 | 2089-3191 | 09-Mar-2025 |
| 4 | An enhancement of machine learning model performance in disease prediction with synthetic data generation | Scientific Reports (Nature Portfolio) / / / - | 2045-2322 | 29-Sep-2025 |
| 5 | BCI Radiology Images Converting into Report Using BERT and GPT | Springer Nature / / / - | 2367-3389 | 01-Oct-2025 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Lecture Notes in Networks and Systems | MANIMEKALA B,PANDI PRABHA. S, DAYANANDA SAGAR COLLEGE OF ARTS,, SALINI SURESH. P, DAYANANDA SAGAR COLLEGE OF ARTS,, VIJAY RATHORE, JAIPUR ENGINEERING COLLEGE AND RESE | 978-981973744-4 | / |
| 2 | 2024 International Conference on Integrated Intelligence and Communication Systems | KALPANA P,DEEPA S, MANIMEKALA B, PRIYA STELLA MARY I, TEENA JOSE,IEEE, SUMATHI P | 979-8-3315-0496-0 | / |
| 3 | Data Science & Security | MANIMEKALA B,HIROKI SAYAMA, JOSEPH VARGHESE KUREETHARA, KAPIL TIWARI, MONICA, PAVITHRA, SAMIKSHA SHUKLA | 978-981964879-5 | / |
| 4 | Innovate to Integrate: Data-Driven Management and TechStrat Fusion Unveiled | MANIMEKALA B,DEEPTI AR, FARZEEN BASITH, VIJAYANANDH RAJAMANICKAM, VIVEK K | 978-183708460-9, 978 | / |
| 5 | Improving Threat Detection, Network Security, and Incident Response With AI | MANIMEKALA B,DEEPTI AR, FARZEEN BASITH, VIBINCHANDAR SELVARAJ | 979-833732117-2 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 2nd IEEE International COnference on Integrated Intelligence and Communication Systems (ICIICS 2024) | CONFERENCES | Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation | PRESENTER) | Sharnbasva University, Kalaburagi | 22/11/2024 |
| 2 | 5th International Conference on Data Science, Computation and Security (IDSCS-24) | CONFERENCES | BCI Radiology Images Converting into Report Using BERT and GPT | PRESENTER) | NCR Campus | 07/11/2024 |
| 3 | 2nd International Conference on Emergng Research in Computing, Information, Communication, Artificial Intelligence and Machine Learning | CONFERENCES | Leveraging Nanosensor and Vision Transformer for Robust Anomaly Detection in Autonomous Vehicles | PRESENTER) | NITTE Meenakshi Institute of technologyBengaluru | 07/03/2025 |
| 4 | International Conference on Intelligent Systems for Sustainable Future - ISSF 2025 | CONFERENCES | Enhanced AlexNet-Based Tomato Leaf Disease Diagnosis with 98.9% Accuracy | PRESENTER) | Bengaluru | 12/03/2025 |
| 5 | Sixteenth International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025) | CONFERENCES | Machine Learning Techniques for Financial Forecasting | PRESENTER) | IIT ? Indore, Madhya Pradesh, India | 06/07/2025 |
| 6 | International Multidisciplinary Conference on AI Driven Sustainability in Science & Technology, Management & Humanities | CONFERENCES | Predictive Modeling of Flood Events using Engineered Hydrological Features and ML Classification | PRESENTER) | CHRIST (Deemed to be University)Coimbatore | 13/02/2026 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Guest Lecture on Backtracking Techniques | Guest Lecture on Backtracking Techniques | 12/09/2024 | Dayananda Sagar College of Arts, Science and Commerce |
| 2 | Trainer for the Rise to Rank: Elite UGC-NET CS Bootcamp | Rise to Rank: Elite UGC-NET CS Bootcamp | 17/07/2025 | Christ University |
| 3 | Applications of Artificial Intelligence | Virtual Faculty Development Programme on Applications of Artificial Intelligence | 13/11/2025 | Maris Stella College (Autonomous) |
| 4 | Automation with UiPath: Strings, Datatables & REGEX | Workshop on Automation with UiPath: Strings, Datatables & REGEX | 05/03/2026 | CHRIST (Deemed to be University) |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | Sensory based Smart Sandal for Blind | MANIMEKALA B | 10-Jul-2024 |
| 2 | Mobile Cooler | KANNAN M, MANIMEKALA B, MARGARET SAVITHA P, PRIYA STELLA MARY I, UMAMAHESWARI D | 05-Jan-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | An Experimental Study of Understand and Predict Human Behaviour in Cyber Security breaches | KAVITHA S,JAYAPRIYA J,KANNAN M,MANIMEKALA B | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Faculty Industry Immersion Summit | Emuthra , Emuthra | Regional | Participant | 21/11/2025 |
| 2 | Outcome Based Education and Application of Generative AI in Teaching and Researc | The Internal Quality Assurance Cells (IQAC) and the Exam Cells of St. John Technical & Educational Campus, Palghar in association with ipsr solutions limited, St. John Technical & Educational Campus, Palghar | National | Participant | 19/11/2025 |
| 3 | Technology-Integrated Pathways to Achieve the Sustainable Development Goals (SDG) | Department of Computer Science & Engineering, Rajalakshmi Institute of Technology, Chennai, Rajalakshmi Institute of Technology, Chennai | International | Participant | 17/11/2025 |
| 4 | Recent Trends in Artificial Intelligence - Digital Era | Department of Computer Science, Faculty of Science and Humanities, SRM Institute of Science and Technology, Ramapuram, Chennai , | National | Participant | 06/10/2025 |
| 5 | IoT with Machine Learning in Defence Applications | Electronics and ICT Academy, NIT Patna, MIT Bengaluru, Electronics and ICT Academy, NIT Patna, MIT Bengal | National | Participant | 04/08/2025 |
| 6 | AIORI-2 | Christ University (Central Campus) in Collaboration with IEEE Indoa Council, MeitY, IIFON, | National | Participant | 28/07/2025 |
| 7 | 30 Day Masterclass on Prompt Engineering | Pantech E-Learning, Pantech Elearning Chennai | National | Participant | 25/07/2025 |
| 8 | Harnessing Generative AI: Smart Tools for Teaching, Learning, Evaluation & Research (TLE & R) | St. Joseph College & South Asia Centre: Globethics, St. Joseph College, Tiruchirappalli | International | Participant | 07/07/2025 |
| 9 | Recent Advancements in AI & ML | St. Joseph College of Engineering, | Regional | Participant | 30/06/2025 |
| 10 | Mastering Innovative Online Course Development | Christ University - Centre for Digital Learning, | Institutional | Participant | 05/05/2025 |
| 11 | RESEARCH, INNOVATION & INDUSTRY CONNECT: EMPOWERING EXCELLENCE IN EDUCATION | Jyoti Nivas College Autonomous, Jyoti Nivas College Autonomous, Bengaluru | National | Participant | 21/04/2025 |
| 12 | LinkedIn Optimisation | Christ University, | Institutional | Presenter | 07/02/2025 |
| 13 | Artificial Intelligence, Machine Learning & Deep Learning | Christ University & EdGate Technologies, | Institutional | Participant | 22/01/2025 |
| 14 | Exploring Immersive Learning through Augmented & Virtual Reality (AR/VR) | Fr. Conceicao Rodrigues College of Engineering , Mumbai in association with Indian Society for Technical Education, New Delhi, Fr. Conceicao Rodrigues College of Engineering | National | Participant | 11/11/2024 |
| 15 | Advanced Statistical Techniques for Academic Excellence in Data Analytics | Christ University - Department of Statistics & Data Science & Department of COmputer Science, | National | Participant | 22/10/2024 |
| 16 | International Online Faculty Development Program on Data Visualization and Analytics with Excel, Power BI, Tableau and Generative AI | PG Department of Computer Applications and IQAC of Marian College Kuttikkanam (Autonomous) in association with ipsr solutions limited and Valin - UK, USA and Canada, | International | Participant | 05/07/2024 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Best Paper Award | International Conference | NITTE Meeakshi Institute of Technology | 08 March 2025 |
| 2 | Reviewer | Reviewed Book chapter " book chapter manuscript, "Optimizing Snort for High-Speed Network Security: Multi-Core, Machine Learning, and Hardware Acceleration" | IGI Global Scientific Publishing | 25 March 2025 |
| 3 | Reviewer | Reviewed the bookmchapter "Real-Time Intrusion Detection in IoT Networks: A Novel Approach Combining Modified Salp Swarm Feature Selection and GLIRU Model"" | IGI Global Scientific Publishing | 17 April 2025 |
| 4 | Reviewer | A High Accuracy Convolutional Neural Network Model for Recognition of Kurdish Handwriting Isolated Characters | Springer Nature | 14 June 2025 |
| 5 | Reviewer | Research Article titled "Developing Adaptive Spatial Attention-based 3D Residual DenseNet with LSTM Layer for Detecting Human Abnormal Behaviours from Video Sequences' | Springer Nature | 23 June 2025 |
| 6 | Academic Syllabi Reviewer - Jain University | Reviewing the proposed syllabi for the MCA electives ? Artificial Intelligence, Cloud Computing, and Computer Science and Information Technology | Jain University | 23 June 2025 |
| 7 | Reviewer | Enhanced Signature Verification Through the Integration of Diverse Models, Optimizers and Classifiers in Deep Learning | Springer Nature | 14 July 2025 |
| 8 | Reviewer | Reviewing the Research article "Enhancing University Classroom Utilization through Intelligent Face Recognition: An Integrated Approach using MobileNet Feature Extraction and SSA-SVM Classification" | Springer Nature | 26 July 2025 |
| 9 | Reviewer | Research article review "Empowering Turkish Sign Language Recognition with Dynamic Time Warping and Decision Trees" | Springer Nature | 08 August 2025 |
| 10 | Reviewer | Scientific Report Research Article: A Novel Deep Transformer-Based CvT Model for Sign Language Recognition in Visual Communication | Springer Nature | 12 August 2025 |
| 11 | Reviewer | Reviewed research Article "Novel Hybrid Model for Emotion Detection in Text through Sequential and Transformer-Based Approaches: LSTM Enhanced RoBERTa (LER)" | Springer Nature | 19 August 2025 |
| 12 | Reviewer | Scientific Reports "A Multi-Factor Data Mining and Transformer-Based Predictive Modeling Approach for Career Success Using Educational and Behavioral Traits" | Scientific Reports: Springer Nature | 04 September 2025 |
| 13 | Reviewer | Review a manuscript for Signal, Image and Video Processing "is:starred Deciphering Emotional States: The Role of Speech Analysis in Stress Detection through Deep Learning Technique" | Springer Nature: Signal, Image and Video Processing | 06 September 2025 |
| 14 | Reviewer | Acted as a Reviewer in IEEE International Conference on Transformative Computing Technologies (ICTCT 2025) | Acharya Institute of Graduate Studies | 19 September 2025 |
| 15 | Reviewer | Research Article reviewed "An Integrated Facial Recognition System for Classroom Resource Optimization Using MobileNet and SSA-SVM" | Springer Nature: Scientific Reports | 15 October 2025 |
| 16 | Reviewer | Reviewed the research article: A Hybrid Model for Stock Market Prediction with Stacked Autoencoder for Feature Engineering | Springe Nature: Iranian Journal of Science and Technology, Transactions of Electrical Engineering | 17 October 2025 |
| 17 | Subject Expert - BoS | Acted as a Subject Expert for the Department of Computer Technology (UG), Board of Studies | Nallamuthu Gounder Mahalingam College, Pollachi | 07 March 2026 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | UMAMAHESWARI D,,BALAKRISHNAN C ,HEMANTH K S,JAYAPRIYA J,JULIET ROZARIO,KALPANA P,KANNAN M,KAVITHA,MANIMEKALA B,MARGARET SAVITHA P,PRIYA STELLA MARY I,VINAY M | Two-week virtual Faculty Development Programme on Applications of Artificial Intelligence | RESEARCH_CONSULTANCY |