A. Kalaivani

@ngmc.org

Assistant Professor and Department of Computer Technology, NGM College, Pollachi
Nallamuthu Gounder Mahalingam College

A. Kalaivani


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https://researchid.co/akalaivani

EDUCATION

MCA., MBA., M.Phil.,
M.Phil in Computer Science

RESEARCH INTERESTS

Data Mining, AI, Machine Learning
268

Scholar Citations

8

Scholar h-index

8

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • A SCALABLE PREDICTIVE FRAMEWORK FOR EARLY DIAGNOSIS OF MULTIPLE CHRONIC DISEASES USING MACHINE LEARNING FOR SUSTAINABLE PUBLIC HEALTH
    PS Kiran, S Sajin, B Hariharan, A Kalaivani
    Advanced Engineering Sciences 58 (1), 302-315 , 2026
    2026
  • Grocery Detection Using YOLO v11 and RF-DETR (Nano) Object Detection Model
    J Sathya, V Asha, A Kalaivani, SL Haslar
    2026 6th International Conference on Trends in Material Science and … , 2026
    2026
  • Lung Cancer Detection from CT Scan Images Using Machine Learning Algorithms
    J Sathya, V Asha, A Kalaivani, DS Shreya, TK Shubhashree, GR Sneha
    2026 9th International Conference on Intelligent Computing and Control … , 2026
    2026
  • Hybrid Model for Enhanced Crypto Currency Forecasting: Polygon (POL) Price Prediction with XGBoost GRU and BiLSTM
    A Kalaivani, V Asha, J Sathya, S Rajesh, R Nigale, P Kumar
    2026 6th International Conference on Expert Clouds and Applications (ICOECA … , 2026
    2026
  • Environmentally Resilient Crop Prediction Framework using Digital Twin and XGBoost and Remote Sensing Data
    A Kalaivani, V Asha, J Sathya, R Manogna
    2026 6th International Conference on Expert Clouds and Applications (ICOECA … , 2026
    2026
  • An IoT and Machine Learning-based Digital Framework for Smart Agriculture: Crop and Action Recommendations
    J Sathya, V Asha, A Kalaivani, SK Gumnalli
    2026 6th International Conference on Expert Clouds and Applications (ICOECA … , 2026
    2026
  • Traffic Congestion Prediction in Urban Areas using Supervised Machine Learning Algorithms
    J Sathya, V Asha, A Kalaivani, SK Patil, S Shakywar
    2026 6th International Conference on Expert Clouds and Applications (ICOECA … , 2026
    2026
  • An Improved Autoencoder and Differential Evolution Framework for Feature Selection
    V Asha, NS Sukanya, A Kalaivani, A Rawat, AC Nazre
    2026 6th International Conference on Expert Clouds and Applications (ICOECA … , 2026
    2026
  • A Machine Learning–Based Framework for Multi-Hazard Natural Disaster Severity Prediction
    A Kalaivani, V Asha, J Sathya, P KM, RB TB, S Saha
    2026 5th International Conference on Sentiment Analysis and Deep Learning … , 2026
    2026
  • Advancement in Diabetic Retinopathy Prediction: Utilizing Voting Classifiers Techniques for Early Detection
    CK Chan, P Kavitha, A Kalaivani, G Chenumalla, A Vanathi, KH Koushika, ...
    Engineering, Technology & Applied Science Research 16 (1), 31464-31468 , 2026
    2026
  • Novel Prediction Model for Air Quality And Health Risk Prediction
    V Asha, A Kalaivani, NS Sukanya, A Prasad, A MN, A Kumar
    2026 6th International Conference on Image Processing and Capsule Networks … , 2026
    2026
  • Fraud Detection in Insurance Claims Using XGBoost and Blockchain
    A Kalaivani, V Asha, J Sathya, A Prasad, R Roy, S Kehri
    2026 International Conference on Intelligent and Innovative Technologies in … , 2026
    2026
  • Cutting-Edge Deep Learning Models for Skin Lesion Diagnosis and Categorization
    A Kalaivani, A Sangeetha Devi, A Shanmugapriya
    Artificial Intelligence and Technology: Systems Management, Decisions and … , 2026
    2026
  • Smart IoT-Driven Blood Bank: Real-Time Stock Monitoring and Management
    A Shanmugapriya, A Kalaivani, A Sangeetha Devi, P Jayapriya
    2025 First International Conference of Advances in Engineering and Computing … , 2025
    2025
  • Advancing Skin Cancer Detection Using DenseNet with Data Augmentation Strategies
    A Kalaivani, A Shanmugapriya, A Sangeetha Devi, P Jayapriya
    International Conference on Edge Computing and Applications, 40-52 , 2025
    2025
  • Robust Skin Lesion Analysis Across Imaging Domains with Fine Tuned Models
    A Kalaivani, AS Devi, A Shanmugapriya, G Kiruthika
    2025 IEEE First International Conference on Innovations in Engineering and … , 2025
    2025
  • Enhancing IoT-based healthcare security with grey filter bayesian CNN and optimization algorithms
    A Kalaivani, P Kavitha, G Dhivya, D Aruna, T Thulasi, X Yong, CK Chan, ...
    Scientific Reports 15 (1), 38751 , 2025
    2025
  • Marker-free transgenic Bt rice engineered for resistance to yellow stem borer and leaffolder
    G Rajadurai, A Kalaivani, D Sudhakar, S Varanavasiappan, KK Kumar, ...
    Cereal Research Communications 53 (3), 1219-1232 , 2025
    2025
    Citations: 2
  • CNN-RBM Integrated Deep Learning Design for Categorizing Attack in an Intrusion Detection System
    A Kalaivani, R Pugazendi
    International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems … , 2025
    2025
    Citations: 1
  • Smart Agriculture: Federated and Centralized Ai Models for Real-Time Crop Disease Diagnosis
    A Kalaivani, V Asha, J Sathya, R Kumar, R NT, R Jain
    2025 6th International Conference on Inventive Research in Computing … , 2025
    2025
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • Detection and classification of skin diseases with ensembles of deep learning networks in medical imaging
    A Kalaivani, S Karpagavalli
    International journal of health sciences, 431085 , 2022
    2022
    Citations: 36
  • Generation of insect resistant marker-free transgenic rice with a novel cry2AX1 gene.
    G Rajadurai, A Kalaivani, S Varanavasiyappan, N Balakrishnan, ...
    Electronic Journal of Plant Breeding 9 (2) , 2018
    2018
    Citations: 28
  • CNN-BO-LSTM: an ensemble framework for prognosis of liver cancer
    SK KN, PP Kashyap, DA Bhyratae, SA Bhyratae, A Kalaivani
    International Journal of Information Technology 17 (2), 1103-1109 , 2025
    2025
    Citations: 20
  • Rise of artificial intelligence in business and industry
    PS Subhadra, A Kalaivani, R Markan, R Kumar, S Natarajan, ...
    Journal of Informatics , 2024
    2024
    Citations: 20
  • A survey on methodologies for handling imbalance problem in multiclass classification
    S Sridhar, A Kalaivani
    Advances in Smart System Technologies: Select Proceedings of ICFSST 2019 … , 2020
    2020
    Citations: 11
  • Preparation and investigation of physicochemical properties of g-C3N4/LaCoO3 heterostructure for photocatalytic dye degradation
    R Punniyamoorthy, S Sridhar, ER Kumar, A Kalaivani, A Raja, M Kang, ...
    Diamond and Related Materials 150, 111747 , 2024
    2024
    Citations: 10
  • Poultry farm surveillance system utilizing IoT and wireless sensor network
    A Shanmugapriya, A Sangeethadevi, A Kalaivani
    2022 International Conference on Augmented Intelligence and Sustainable … , 2022
    2022
    Citations: 10
  • The detection of video shot transitions based on primary segments using the adaptive threshold of colour-based histogram differences and candidate segments using the surf …
    A Kalaivani, S Anusuya
    Symmetry 14 (10), 2041 , 2022
    2022
    Citations: 10
  • Intelligent fuel pump system with RFID and the internet of things
    A Shanmugapriya, AS Devi, A Kalaivani, K Suganyadevi
    2023 International Conference on Networking and Communications (ICNWC), 1-6 , 2023
    2023
    Citations: 8
  • Applications of biotechnological tools to overcome climate change and its effects on agriculture
    K Lakshmi, C Anuradha, K Boomiraj, A Kalaivani
    Research News For U (RNFU) 20, 218-222 , 2015
    2015
    Citations: 8
  • Iot based cardiac monitoring system using event driven fuzzy logic approach
    A Shanmugapriya, A Kalaivani
    2022 International Conference on Edge Computing and Applications (ICECAA … , 2022
    2022
    Citations: 7
  • Improved retinal fundus image quality with hybrid image filter and enhanced contrast limited adaptive histogram equalization
    V Banupriya, A Kalaivani
    International Journal of Health Sciences, 9234-9246 , 2022
    2022
    Citations: 7
  • A review on intrusion detection system and its techniques
    A Kalaivani, R Pugazendi
    Data Analytics and Artificial Intelligence 3 (2), 132-137 , 2023
    2023
    Citations: 6
  • A Deep Ensemble Model for Automated Multiclass Classification Using Dermoscopy Images
    A Kalaivani, S Karpagavalli
    2022 6th International Conference on Computing Methodologies and … , 2022
    2022
    Citations: 6
  • Crop classification and mapping for agricultural land from satellite images
    A Kalaivani, R Khilar
    Artificial Intelligence Techniques for Satellite Image Analysis, 213-233 , 2019
    2019
    Citations: 6
  • Advanced domain adaptation for skin disease segmentation and classification using bootstrapping of fine-tuned deep learner
    A Kalaivani, S Karpagavalli
    Multimedia Tools and Applications 83 (12), 35355-35370 , 2024
    2024
    Citations: 5
  • A deep learning approach for real-time defect classification in skin disease
    A Kalaivani, S Karpagavalli, MJ Bibi
    New Arch-International Journal of Contemporary Architecture 8 (2), 443-451 , 2021
    2021
    Citations: 4
  • Integrated LSTM and CNN Model-Cardiovascular Disease Prediction using Digital Twin
    A Kalaivani, V Asha, J Sathya, R Nadagoud, P KS
    2025 3rd International Conference on Self Sustainable Artificial … , 2025
    2025
    Citations: 3
  • Innovative Approaches in Deep Neural Networks: Enhancing Performance through Transfer Learning Techniques
    A Kalaivani, P Jayapriya, AS Devi
    2024 3rd International Conference on Automation, Computing and Renewable … , 2024
    2024
    Citations: 3
  • Technological advancements in menstrual health: the role of generative pre-trained transformer and bees algorithm
    D Shiny Irene, S Indra Priyadharshini, NP Ponnuviji, A Kalaivani
    IETE Journal of Research 70 (12), 8476-8491 , 2024
    2024
    Citations: 3