Noorul Islam Centre for Higher Education

Education

Ph.D - Computer Science and Engineering, Noorul Islam Centre for Higher Education (2016)
M.E - Software Engineering, Periyar Maniammai Institute of Technology for Women (2008)
B.Tech - Information Technology, Jayamatha Engineering College (2006)

Experience

Associate Professor, Noorul Islam Centre for Higher Education (2019-04-18 - Present)
Assistant Professor, Noorul Islam Centre for Higher Education (2010-09-01 - 2019-04-17)
Lecturer, Noorul Islam College of Engineering (2008-01-21 - 2010-08-31)

Journal Publications

Hand Gesture Recognition using Python and OpenCV by K.S. Jyothi Lekshmi, T Brindha, Journal on Pattern Recognition (2024)
A Multi-Objective Clustered Input Oriented Salp Swarm Algorithm in Cloud Computing by Juliet A. Murali, Brindha T, CMC-Computers, Materials & Continua (2024)
Innovative Melanoma Diagnosis: Harnessing VI Transformer Architecture by Sreelakshmi Jayasankar, T. Brindha, International Journal of Advanced Computer Science and Applications (IJACSA) (2024)
Deep Learning Fusion for Intracranial Hemorrhage Classification in Brain CT Imaging by Padma Priya S. Babu, Dr. T. Brindha, International Journal of Advanced Computer Science and Applications (IJACSA) (2024)
Performance analysis on cluster head selection approaches for WSN-IoT by R. Ramya, Dr. T. Brindha, International Journal of Industrial and Systems Engineering (2024)
Design of A Multi-Constraint PSO for Resource Allocation and Task Scheduling by Rajkumar Kalimuthu, Brindha Thomas, International Journal of Intelligent Systems and Applications in Engineering (2023)
A meta-heuristic clustered grey wolf optimization algorithm for cloud resource scheduling by Murali, J.A., Brindha, International Journal of Advanced Technology and Engineering (2023)
A systematic analysis and review of COVID-19 detection techniques using CT image by Ameera Beegom, J., Brindha, T, Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization (2023)
A Novel Authentication and Key Agreement-Based Mechanism for an Efficient Data Migration in Cloud Environment by Never Chatsengela, Dr. T. Brindha, International Journal of Innovative Science and Research Technology (2023)
Impeccable MRI Image Compression with Non-Uniform Partition and U-System by Sr.J. Rani, Dr.T. Brindha, Dr.G. Glorindal and Dr. Ignatius A Herman, International Journal of Creative Research Thoughts (2022)
A Comprehensive Review on Optimal Cluster Head Selection in WSN-IoT by R. Ramya, Dr. T. Brindha, Advances in Engineering Software (2022)
An Effective Multi-objective Task Scheduling and Resource Optimization in Cloud Environment using Hybridized Metaheuristic Algorithm by Journal of Intelligent and Fuzzy Systems, Raj Kumar Kalimuthu, Brindha Thomas (2022)
TaylorCSROA-based Deep Residual Network: An Optimization driven Deep Network for the multilevel spinal cord disease classification by Jasim, M., Brindha, T, Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization (2022)
An integrated review on machine learning approaches for heart disease prediction: Direction towards future research gaps by Fathima Aliyar Vellameeran, Thomas Brindha, Bio-Algorithms and Med-Systems (2022)
Spinal Injury Detection with Crow Search – DCNN Method by Munavar Jasim K, T. Brindha, Transactions on Innovations in Science and Technology (2021)
A new variant of deep belief network Assisted with Optimal Feature Selection for heart disease diagnosis using IoT Wearable Medical Devices by Fathima Aliyar Vellameeran, Thomas Brindha, Computer Methods in Biomechanics and Biomedical Engineering (2021)
Task scheduling in cloud using resistive and ranking metaheuristic optimization approach by Rajkumar Kalimuthu & Brindha Thomas, Indian Journal of Computer Science and Engineering (2021)
Spinal cord segmentation and injury detection using a Crow Search-Rider optimization algorithm by Jasim, M., Brindha, T., Biomedizinische Technik (2021)
Injury classification and level detection of the spinal cord based on the optimized recurrent neural network by Munavar Jasim, K., Brindha, T., Bio-Algorithms and Med-Systems (2021)
Optimal feature selection with hybrid classification for automatic face shape classification using fitness sorted Grey wolf update by Sukumaran, A., Brindha, T., Multimedia Tools and Applications (2021)
Nature-inspired hybrid deep learning for race detection by face shape features by Sukumaran, A., Brindha, T., International Journal of Intelligent Computing and Cybernetics (2020)
Literature review and research issues:green aware cloud load balancing and scheduling techniques by Rajkumar Kalimuthu, Brindha Thomas, International Journal of Engineering & Technology (2018)
A secure transaction of cloud data using conditional source trust attributes encryption mechanism by Brindha, T., Shaji, R.S., Soft Computing (2018)
A study on spinal cord segmentation techniques by Jasim, M., Brindha, T., Control and Cybernetics (2018)
Scheduling Algorithms in Cloud Environments: A Comparative Study by J.A Murali, T Brindha, International Journal of Engineering & Technology (2018)
Deep Learning an Overview by Asha Sukumaran and Thomas Brindha, International Journal of Engineering and Technology (2018)
A Methodological Review on Attack and Defense Strategies in Cyber Warfare by R.S Shaji, V.S Dev, T Brindha,, Wireless Networks (2018)
An Instance Communication Channel Key Organizer Model for Enhancing Security in Cloud Computing by Brindha T, Shaji R.S., International Arab Journal of Information Technology (2016)
An Efficient Framework for Providing Secured Transaction of Data in Cloud Environment by Brindha T, Shaji R S, Indian Journal of Science and Technology (2016)
A Survey on the Architectures of Data Security in Cloud Storage Infrastructure by Brindha T, Shaji R S, International Journal of Engineering and Technology (2013)

Books Published

Analysis of Scheduling Algorithms in Hadoop, ISBN: 1865-0929, Publisher: Springer
Communication and Storage Security in Cloud Computing, ISBN: -, Publisher: EverScience Publications

Patents

Scalable Blockchain Integration for Decentralized Cloud Computing Security, 202541004625 A, 2025, The Patent Office Journal - Design - Granted
Smart Luminescent Multifunctional Headwear, 6369348, 2024, UK - Design - Granted

Conferences

Inception-Capsnet with GAP: A Novel Approach for Epileptic Seizure Detection Combining Inception and Capsnet, International Conference on Emerging Trends in Engineering Management and Applications (April 30, 2025)
A Review and Research Analysis on Clustering Approaches in WSN-IoT, International Conference on Emerging Trends in Engineering Management and Applications (April 30, 2025)
Emerging Trends in Disease Detection: A Survey of Machine Learning and Deep Learning Approaches, International Conference Proceedings on Emerging Trends in Engineering Management and Applications (April 30, 2025)
A Case Study on the Performance of Ensemble Models in Melanoma Detection, International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
AI-Driven Epilepsy and Seizure Detection: A Future Framework using Deep Learning, IoT, and Edge AI Integration, International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
A Literature Survey on Brain Hemorrhage Detection using Machine Learning Models, International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
An Internet of Things-aided Novel Heart Disease Diagnosis Mechanism using Sparse Autoencoder with Bi-directional LSTM, International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
A Comprehensive Taxonomy of Smart Agriculture in IoT-Enabled WSN, Proceedings of International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
Leveraging Hybrid LSTM-GRU Classifiers for Enhanced Security Attack Prediction in Smart Intrusion Detection Systems, Proceedings of International Conference on Innovations in Engineering and Technology (ICIET – 2025) (April 2, 2025)
CT Scans Reimagined: Early Intracranial Hemorrhage Detection with AI, 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT) (August 8, 2024)
An advanced hierarchical virtual resource management model in cloud data centers, AIP Conference Proceedings (November 21, 2023)
A Systematic Review on Detection and Classification of Melanoma, 2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) (November 8, 2023)
Grey Wolf Optimizer(GWO) and Salp Swarm Algorithm(SSA) for Optimization Problems: A Comparison of Swarm Intelligence Algorithms, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
A Systematic Survey on Malignant Melanoma Detection using Publicly Available Datasets, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
A Study on Early Detection and Segmentation of Intracranial Hemorrhage from CT images using Deep Neural Networks, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
A Comprehensive Survey on IoT Security Issues and its Possible Solutions, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
Cheetah Optimizer Algorithm for Optimal Cluster Head Selection in WSN-IoT, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
An Efficient Heart Disease Diagnosis Framework in Internet of Things using Deep Belief Network, International Conference on Networks, Image and Security, ICNIS 2023 (August 23, 2023)
A Stochastic Weighted Model for Task Scheduling and Resource Utilization in the Cloud, International Conference on Innovation in Computer Science and Engineering (September 17, 2022)
Spinal Segmentation with Riding Method, National Conference on Computational and Scientific Era (October 9, 2021)
Implementation of E-Blood Bank System using Cloud Computing and AES Algorithm, International Conference on Recent Innovations in Science and Technology (June 19, 2021)
Utilizing IoT Wearable Medical Device For Heart Disease Prediction Using Deep Belief Network, National Conference on Computational and Scientific Era (May 6, 2021)
An Enhanced Hierarchical Model for Cloud Computing Environments, International Conference on Advances in Computing, Communication, Embedded and Secure Systems (May 20, 2020)
Power of Transfer Learning in Machine Learning, Multidisciplinary Research in Global Challenges and Perspectives of Sustainable Development (December 21, 2019)
Resource Management Models for Cloud Computing, International Conference on Networks, Images and Security (April 11, 2019)
Scientific Study on Spinal Segmentation Methods, International Conference on Networks, Image and Security (April 10, 2019)
Methods for Face Detection and Feature Extraction - A Review, International Conference on Networks, Image and Security (April 11, 2018)
Towards Analysis of Secure Data Storage in Cloud Computing Environment, International Conference on Technical Innovation in Electrical, Electronics, Computer Communications (ICTIEECC 2018) (March 14, 2018)
A Data Duplication Methodology for Enhancing Security of Data in Cloud, International Conference on Enhancements in Electrical, Electronics and Computer Engineering (April 13, 2016)
Optimal Video Multicast in Broadband Wireless Data Systems, International Conference on Innovative Trends in Computing and Technology (March 14, 2013)
Preserving the confidentiality of messages by using MPI, National conference on Changing scenario of mechanical engineering and technology (September 14, 2012)
Preserving the Confidentiality of Messages by using MPI, National Conference on Changing Scenario of Mechanical Engineering and Technology (September 14, 2012)
A Deterministic Methodology for Preventing the Flooding-Based Attacks, National Conference on Internet and Multimedia Communication (March 27, 2008)
Mitigating the Distributed Denial–of-Service Attacks for Sustaining the Availability of Web Services, National Conference on Networks, Image and Security (March 14, 2008)

Projects

No projects available.

Faculty Development Programs (FDP)

AI in Health Management - FDP (July 16, 2025 to July 22, 2025)
Mastering the Technologies Shaping Education and Industry - FDP (May 19, 2025 to May 23, 2025)
Artificial Intelligence - FDP (March 17, 2025 to March 31, 2025)
Cloud Computing - FDP (January 20, 2025 to April 11, 2025)
Workflow Automation with AI in Excel/Word - FDP (December 16, 2024 to December 20, 2024)
Artifical Intelligence's Impact on Transforming Software, Robotics, Electrical Electronics & Mechanical Fields - FDP (August 5, 2024 to August 10, 2024)
Exploring Machine Learning Cyber Security: Tools - FDP (August 5, 2024 to August 9, 2024)
Insight into the NBA and NAAC Accreditation Processes - FDP (May 20, 2024 to May 25, 2024)
AI Nexus Advancing AI Education - FDP (January 8, 2024 to January 12, 2024)
Microsoft power BI data analyst associate - FDP (December 6, 2023 to December 6, 2023)
Software Automation through Selenium and Machine Learning using Python - FDP (June 21, 2021 to June 25, 2021)
Emerging Technologies in IT Industry 2020 - FDP (July 6, 2020 to July 10, 2020)
Cloud Computing - FDP (June 15, 2020 to June 20, 2020)
Devops and Cyber Security - FDP (June 10, 2020 to June 12, 2020)
Artificial Intelligence and Data Science - FDP (June 10, 2020 to June 14, 2020)
Modern IOT Technology Tools and Design For Real Time Applications - FDP (June 3, 2020 to June 3, 2020)
Recent Trends and Future Applications in Electronics And Communication Technologies - FDP (May 29, 2020 to June 2, 2020)
Internet of Things - FDP (May 20, 2020 to May 20, 2020)
Neural and Fuzzy methods in Engineering - FDP (September 27, 2013 to September 28, 2013)
Refresher - FDP (February 18, 2013 to February 23, 2013)

Online Courses

Cloud Computing - Swayam(NPTEL) (January 20, 2025 to April 11, 2025)
Data Base Management System - NPTEL (July 1, 2019 to September 1, 2019)

Events Organized

Dr. Brindha T - Workshop on Full Stack Web Development
Dr. Brindha T - Women's Day Celebration
Dr. Brindha T - Guest Lecture on Cyber Security
Dr. Brindha T - Women's Day Celebration
Dr. Brindha T - Workshop on Embedded Intelligence
Dr. Brindha T - Seminar on Ethical Thinking and Cyber Security
Dr. Brindha T - Workshop on An Insight into Deep Learning
Dr. Brindha T - International Conference on Innovations in Engineering and Technology

Awards

Dr. Brindha T - Received best paper award for “A Systematic Survey on Malignant Melanoma Detection using Publicly Available Datasets”, International Conference on Networks, Image and Security, ICNIS 2023, Department of Information Technology, Noorul Islam Centre for Higher Education, 23rd and 24th Aug 2023.

Guest Activities

No guest activities available.

Additional Contributions

Workshop - One Week Workshop on Basics of Machine and Deep Learning (July 22, 2024)
Training Program - Professional Development Programme on Application of Artificial Intelligence and Operations Research in Industry (May 28, 2024)
Training Program - Professional Development Programme on Innovating Education: The Rise of AI in Schools and Universities (May 22, 2024)
Workshop - Laravel Mastery & Database Migration Strategies (April 15, 2024)
Workshop - Digital Defenders - Strengthening Security Awareness (March 22, 2024)
Workshop - Two Days Workshop on Agile Methodology and Web Application Development (February 24, 2023)
Training Program - Professional Development Programme on Microsoft Azure Fundamentals (December 17, 2022)
Workshop - National Level Workshop on The power of Open Source Technologies (October 19, 2022)
Workshop - Machine Learning using Python (November 23, 2021)
Workshop - Cloud Computing and Programming (January 20, 2020)
Other - Two Days International Conference on Networks, Image and Security (April 10, 2019)
Workshop - Two days Workshop on MATLAB with Image Processing (April 24, 2018)
Workshop - Two Days Workshop on Advanced Java Phase - I (March 16, 2017)
Workshop - Two days Works on Core Java Phase - II (January 21, 2016)
Other - Seminar on Mobile Security (December 28, 2015)
Other - International Conference on Control Instrumentation Communication and Computational Technologies(ICCICCT-2015) (December 18, 2015)
Workshop - Two days Workshop on Core Java Phase - I (September 15, 2015)
Workshop - Cyber Security and Cyber Forensics-2015 (March 31, 2015)
Workshop - National Workshop on New Generation of Business Computing Through Cloud (March 28, 2014)

Dr. Brindha T