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Nisha Dayana, T R and Jeyashree, R and Arivazhagan, P and Prathiba, P and Keerthana, K (2026) Automated Data Quality Scoring using Statistical Drift Detection and Rule-based Semantic Constraints. In: 9th International Conference on Inventive Computation Technologies (ICICT-2026), 15-17 APRIL 2026, NEPAL.

Megala, M. and Nisha Dayana, T.R (2025) Emerging Semi-Supervised Skin Lesion Segmentation using Unlabelled Samples with GAN and Transformer Representations. Emerging Semi-Supervised Skin Lesion Segmentation using Unlabelled Samples with GAN and Transformer Representations. pp. 1522-1529.

Umaselvi, R V and Nisha Dayana, T R (2026) Adaptive Intrusion Detection in Heterogeneous IoT Environments Using Federated Graph Neural Networks. Adaptive Intrusion Detection in Heterogeneous IoT Environments Using Federated Graph Neural Networks, 1723. pp. 467-477. ISSN 2367-3370

Nisha Dayana, T R and .L.Sino, Aravind (2026) NLP-Based Plagiarism Detection using TF-IDF and Cosine Similarity System. International Journal of Science, Strategic Management and Technology, 02 (05). pp. 1-9. ISSN 31081762

Nisha Dayana, T R MACHINE LEARNING-DRIVEN EARLY WARNING SYSTEMS FOR PREDICTING CLIMATE CHANGE IMPACTS. In: MACHINE LEARNING-DRIVEN EARLY WARNING SYSTEMS FOR PREDICTING CLIMATE CHANGE IMPACTS.

Nisha Dayana, T R ARTIFICIAL INTELLIGENCE APPROACHES FOR NATURAL LANGUAGE PROCESSING TASKS. In: ARTIFICIAL INTELLIGENCE APPROACHES FOR NATURAL LANGUAGE PROCESSING TASKS.

Nisha Dayana, T R Machine Learning based Detection Systems with Multilayered Feature Analysis for Android Malware Detection. In: Machine Learning based Detection Systems with Multilayered Feature Analysis for Android Malware Detection.

Ziyad Ahamed, S M and Nisha Dayana, T R (2026) LOCON: A Full-Stack Geospatial Market Analysis and Competitor Intelligence Platform for Physical Business Viability Assessment. International Journal of Science, Strategic Management and Technology, 02 (05). pp. 1-9. ISSN 31081762

T R, Dr. NISHA DAYANA and P, Sivasakthi. (2026) Permission AI: A Secure Multi-Modal Architectural Framework for Intelligent Digital Assistance. International Journal of Science, Strategic Management and Technology, 02 (05). pp. 1-9. ISSN 31081762

DAYANA, Dr.T.R NISHA and .V, DANUSH and M.K, SNEHA (2026) AI Mood-Based Music and Task Recommender System. International Journal of Science, Strategic Management and Technology, 02 (04). pp. 1-9. ISSN 31081762

Nisha Dayana, T R and PRATHIBA, S and Selin Chandra, C S (2026) Internet of Things. UDHAYAS. ISBN 978-93-49030-01-5

Nisha Dayana, T R and Jeyashree, R. and Arivazhagan, R. (2026) cloud computing. In: cloud computing. UDHAYAS. ISBN 978-93-49030-19-0

Nisha Dayana, T R and A, Subash. (2026) Phishvision: A Dual-Layer Phishing Detection System using Machine Learning and Computer Vision. International Journal of Science, Strategic Management and Technology, 02 (05). pp. 1-9. ISSN 31081762

Nisha Dayana, T R and Poongody, S (2025) Smart Chat Guardian. International Journal of Multidisciplinary Research in Science, Engineering and Technology, 8 (5). pp. 8878-8880.

Arun, N and Nisha Dayana, T R (2025) Machine Learning based Multilayered Feature Analysis for Android Malware Detection. In: 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India.

Arunkumar, N and Nisha Dayana, T R (2025) Feature Extraction and Classification in Android Malware Detection with the Integration of Autoencoders and Transfer Learning. Journal of Information Systems Engineering and Management, 10 (15s). pp. 567-577. ISSN 2468-4376

Premakumari William, Malini and Priscila, S. Silvia and Kiruba, S. Briskline and Nisha Dayana, T R and Velavan, P (2024) A Comprehensive Comparison of Adaboost, Lightgbm, and Catboost for Alzheimer’s Disease Classification. FMDB Transactions on Sustainable Health Science Letters, 2 (3). pp. 175-187. ISSN 29936896

Megala, M and Nisha Dayana, T R (2025) Advancements in Skin Disease Diagnosis Through Machine Learning-Driven Lesion Segmentation Techniques. In: 2025 International Conference on Inventive Computation Technologies (ICICT), Kirtipur, Nepal.

Suresh, R. and Nisha Dayana, T R (2025) Optimized Hybrid Cryptographic Technique Using Symmetric and Asymmetric Encryption for Cloud Computing. In: 2025 Fifth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India.

Arunkumar, N and Nisha Dayana, T R (2025) Machine Learning Models for Android Malware Detection–A Comparative Study. In: 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India.

R, Suresh and Nisha Dayana, T R (2025) Block-Chain Based Multi-Layer Encryption Method for the Secure Storage of Healthcare Data in Cloud Environments. International Journal of Engineering Trends and Technology, 73 (5). pp. 161-172. ISSN 22315381

Suresh, R and Nisha Dayana, T R (2024) A Comprehensive Review of Heart Disease Prediction using Cloud-Driven Machine Learning. In: 2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC - ROBINS), Coimbatore, India.

Govindasamy, Chinnaraj and Nisha Dayana, T R and Adkar, Siddhika Dilip and Prakash, D. Shyam and Gupta, A. Shilpa and Trivedi, Sanjeev Kumar (2024) Intelligent Energy Management Energy Storage Systems Using Machine Learning. In: 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), Gurugram, India.