Items where Author is "Kamalakkannan, S"

Article

Shyamala Gowri, B. and H Nair, S. Anu and Kumar, K.P. Sanal and Kamalakkannan, S (2026) MicroarrayCancerNet: Hybrid optimized deep learning with integration of graph CNN with 1D-CNN for cancer classification framework using microarray and seq expression data. Computational Biology and Chemistry, 120. p. 108706. ISSN 14769271

Radhika, Perumal and Kamalakkannan, S (2025) Hybrid Bio‐Inspired Combined Deep Learning Model for DDoS Attack Detection in Cloud: A Big Data Perspective. Transactions on Emerging Telecommunications Technologies, 36 (12). ISSN 2161-3915

Radhika, P. and Kamalakkannan, S (2025) A hybrid machine learning model with improved feature set for DDoS attack detection under bigdata perspective. Information Security Journal: A Global Perspective. pp. 1-30. ISSN 1939-3555

Shabana, A. and Kavitha, P and Kamalakkannan, S (2025) Detection of meningitis disease using Belief Bidirectional Neural Network and Informative Ant Colony Optimization techniques. Indian Journal of Engineering, 22 (58). pp. 1-17. ISSN 2319-7757

Priyah, R and Kamalakkannan, S (2025) Hybrid contrast-limited adaptive histogram equalization and Deep Learning techniques for improving liver tumor detection. Future Technology, 4 (3). pp. 67-75. ISSN 28320379

Sundaram, Srinidhi and Kamalakkannan, S and Jayaraman, Sasikala (2025) Squirrel Search Optimization-based near-duplicate image detection. The Imaging Science Journal, 73 (3). pp. 310-327. ISSN 1368-2199

Agalya, D and Kamalakkannan, S and Kavitha, P (2025) DETECTION OF BRAIN TUMOR USING VGG16 AS AUTOENCODER WITH BI-LONG SHORT TERM MEMORY METHOD. Journal of applied mathematics & informatics, 43 (5).

Agalya, D and Kamalakkannan, S (2024) Detecting Brain Tumor Stages Using Convolutional AutoEncoder (CAE) with Hybrid Deep Learning Method. 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS). pp. 796-803.

Yogeshwar, A. and Kamalakkannan, S (2023) Proposed association rule hiding based privacy preservation model with block chain technology for IoT healthcare sector. Computer Methods in Biomechanics and Biomedical Engineering, 26 (15). pp. 1898-1915. ISSN 1025-5842

Sundaram, Srinidhi and Kamalakkannan, S and Jayaraman, Sasikala (2023) Seagull optimization-based near-duplicate image detection in large image databases. The Imaging Science Journal, 71 (7). pp. 647-659. ISSN 1368-2199

Ahmed, Giramani Najeeb and Kamalakkannan, S and Kavitha, P. (2022) A Machine Learning Approach for Stochastic Pattern Analysis for the Measurement of Time-Series Datasets. Instrumentation Mesure Métrologie, 21 (5). pp. 199-205. ISSN 16314670

Sivasankari, N. and Kamalakkannan, S (2022) Detection and prevention of man-in-the-middle attack in iot network using regression modeling. Advances in Engineering Software, 169. p. 103126. ISSN 09659978

Solomon Doss, Kingsleen and Kamalakkannan, S (2022) Hybrid optimization‐based privacy preservation of database publishing in cloud environment. Concurrency and Computation: Practice and Experience, 34 (11). ISSN 1532-0626

Solomon Doss, J. Kingsleen and Kamalakkannan, S (2021) IoT System Accomplishment using BlockChain in Validating and Data Security with Cloud. 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). pp. 60-64.

Yasmin, A. and Kamalakkannan, S (2021) PACELC: Enchantment multi-dimension TensorFlow for value creation through Big Data. 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). pp. 520-526.

Yogeshwar, A and Kamalakkannan, S (2021) Healthcare Domain in IoT with Blockchain Based Security- A Researcher's Perspectives. 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS). pp. 1-9.

Senthilarasi, S. and Kamalakkannan, S (2021) Implementation of Spatial-Temporal Road Traffic Data using Agglomerative Clustering. 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS). pp. 108-117.

Revathy, M. and Kamalakkannan, S (2021) Collaborative learning for improving intellectual skills of dropout students using datamining techniques. 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS). pp. 236-240.

Senthilarasi, S and Kamalakkannan, S (2020) An Analysis on Deep Learning with its Advancements. Bioscience Biotechnology Research Communications, 13 (6). pp. 56-62. ISSN 0974-6455

Kamalakkannan, S and Thiagarajan, R. and Mathivilasini, Dr. S. and Thayammal, R. (2019) Big Data Analysis for Diabetes Recognition using Classification Algorithms. International Journal of Recent Technology and Engineering (IJRTE), 8 (2). pp. 62-65. ISSN 22773878

Sharmila, K. and Kamalakkannan, S and Devi, R. and Shanthi, Dr.C (2019) Big Data Analysis using Apache Hadoop and Spark. International Journal of Recent Technology and Engineering (IJRTE), 8 (2). pp. 167-170. ISSN 22773878

Kamalakkannan, S and Prasanna, S (2018) Discovering the behavior of the students using data mining techniques. International Journal of Engineering & Technology, 7 (3.3). p. 518. ISSN 2227-524X

Kamalakkannan, S and Prasanna, S. (2014) Analysis of web mining types and weblogs. International Journal of Applied Engineering Research, 9 (27). ISSN 0973-4562

Book Section

Yasmin, A. and Kamalakkannan, S (2023) Analytical Performance in Data Lake Storage of Big Data Analytics by Databricks Delta Lake for Stock Market Analysis. In: Analytical Performance in Data Lake Storage of Big Data Analytics by Databricks Delta Lake for Stock Market Analysis. Springer, pp. 213-226.

Devi, G. Dharani and Kamalakkannan, S (2023) Sentimental Analysis (SA) of Employee Job Satisfaction from Twitter Message Using Flair Pytorch (FP) Method. In: Sentimental Analysis (SA) of Employee Job Satisfaction from Twitter Message Using Flair Pytorch (FP) Method. Springer, pp. 367-380.

Najeeb Ahmed, G. and Kamalakkannan, S (2022) Developing an IoT-Based Data Analytics System for Predicting Soil Nutrient Degradation Level. In: Developing an IoT-Based Data Analytics System for Predicting Soil Nutrient Degradation Level. Springer, pp. 125-137.

Senthilarasi, S. and Kamalakkannan, S (2021) Unsupervised Deep Learning on Spatial-Temporal Traffic Data Using Agglomerative Clustering. In: Lecture Notes in Networks and Systems. Springer, pp. 757-776.

Conference or Workshop Item

Archana, J. and Kamalakkannan, S (2025) FL-TSA-TabNet: Federated Tabular Network for Intrusion Detection. In: 2025 4th International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), Tirupur, India.

Priyah, R and Kamalakkannan, S (2025) Contrast Limited Adaptive Histogram Equalization Approach Contrast Enhancement in Liver Tumor. In: 2025 9th International Conference on Inventive Systems and Control (ICISC), Coimbatore, India.

Janani, V. and Kamalakkannan, S and Kavitha, P (2025) IoT-based Animal Species Recognition and Behavior Analysis using Deep Learning Technique. In: 2025 6th International Conference on Data Intelligence and Cognitive Informatics (ICDICI), Tirunelveli, India.

Axcellin, T and Kamalakkannan, S (2025) Machine Learning-Based Traffic Flow Prediction and Management. In: 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India.

Sivanathbabu, R. and Kamalakkannan, S (2025) Optimized DenseNet Model for Heart Disease Prediction from Medical Health Records. In: 2025 3rd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), Erode, India.

Arul., S. and Kavitha, P and Kamalakkannan, S (2025) Deep Learning Crime Monitoring and Alerting System using Hybrid Feature Engineering technique with IoT Technology. In: 2025 2nd International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), Chennai, India.

Rumaiza, Fathima and Kamalakkannan, S (2025) Exploring The Socio-Cognitive Determinants of Antibiotic Compliance: The Mediating Role of Antimicrobial Resistance Awareness. In: 2025 International Conference on Inventive Computation Technologies (ICICT), Kirtipur, Nepal.

Chairmadurai, P. and Kavitha, P and Kamalakkannan, S (2025) Enhanced Bayesian Optimized Support Vector Machine (BO-SVM) Classification and Prediction of Heart Disease. In: 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL), Bhimdatta, Nepal.

Ramasamy, G. and Kamalakkannan, S (2025) Enhancement of Containerization-based Cloud Computing Performance using Hybrid Metaheuristic Optimization Algorithm: A Review. In: 2025 International Conference on Electronics and Renewable Systems (ICEARS), Tuticorin, India.

Radhika, P. and Kamalakkannan, S (2025) Deep Learning Model with Optimization Strategies for DDoS Attack Detection in Cloud Computing. In: 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India.

Agalya, D and Kamalakkannan, S (2025) Detection of Brain Tumor Using Transfer Learning Using Conventional Autoencoder with Long Short Term Memory Method. In: 2025 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), Goathgaun, Nepal.

Axcellin, T. and Kamalakkannan, S (2025) Score-Level Fusion Approach for Traffic Flow Prediction in Intelligent Transportation System. In: 2025 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), Goathgaun, Nepal.

Sivanathbabu, R. and Kamalakkannan, S (2024) Analysis of Cardiac Disease based on AI Prediction Techniques using data analytics approach. In: 2024 4th International Conference on Soft Computing for Security Applications (ICSCSA), Salem, India.

Arul, S. and Kavitha, P and Kamalakkannan, S (2024) Innovative Solutions for Sustainable IoT in Smart City Infrastructure. In: 2024 5th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India.

Shabana, A. and Kavitha, P. and Kamalakkannan, S (2024) Deep Generative Decision Neural Network Approach for Effective Early Prediction of Meninges. In: 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, India.

Agalya, D and Kamalakkannan, S (2024) Detecting Brain Tumor Stages Using Convolutional AutoEncoder (CAE) with Hybrid Deep Learning Method. In: 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, India.

K, Jabir. and Kamalakkannan, S and Smiles, J. Anita (2024) Efficient Lung Cancer Detection Based on Support Scalar Vector Feature Selection with Fuzzy Optimized-Multi Perceptron Neural Network Using Natural Language Processing. In: 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, India.

Rekha, S. Sasi and Kavitha, P. and Kamalakkannan, S (2024) Towards Sustainable Waste Management: Exploring Machine Learning and Deep Learning Solutions for Biodegradable and Non-Biodegradable Waste Identification. In: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN), Salem, India.

Gowri, B. Shyamala and H Nair, S. Anu and Sanal Kumar, K. P. and Kamalakkannan, S (2024) Integrating Chicken Swarm Optimization with Deep Learning for Microarray Gene Expression Classification. In: 2024 7th International Conference on Devices, Circuits and Systems (ICDCS), Coimbatore, India.

Sundaram, Srinidhi and Jayaraman, Sasikala and Kamalakkannan, S (2024) Automated Near-Duplicate Image Detection using Sparrow Search Algorithm with Deep Learning Model. In: 2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC - ROBINS), Coimbatore, India.

Radhika, P. and Kamalakkannan, S and Kavitha, P. (2023) Review of DDoS Attack Detection in Big Data with Cloud using Machine Learning. In: 2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India.

B, Shyamala Gowri and Anu H Nair, S. and Sanal Kumar, K. P. and Kamalakkannan, S (2023) An Efficient Cancer Classification Model Using Deep Neural Network with Arithmetic Optimization Algorithm-Based Optimal Gene Selection. In: 2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA), Coimbatore, India.

Sundaram, Srinidhi and Kamalakkannan, S and Jothilakshmi, S. and Jayaraman, Sasikala and Dhanalakshmi, P. (2023) Modelling of Firefly Algorithm with Densely Connected Networks for Near-Duplicate Image Detection System. In: 2023 International Conference on Sustainable Communication Networks and Application (ICSCNA), Theni, India.

Kamalakkannan, S and Yasmin, A. and Arunkumar, R and Kavitha, P. (2023) A Model for the Analytical Performance of Data Lake in Stock Market Analysis with Databricks Delta Lake. In: 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), Erode, India.

Sivasankari, N. and Kamalakkannan, S (2023) Fuzzy Logic-based Man-in-the-Middle Attack Detection and Improving Routing Efficiency in the IoT Network. In: 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC), Dharwad, India.

Kalaivani, G. and Kamalakkannan, S and Kavitha, P. (2023) A Novel Air Quality Prediction System with Long Term Storage with Hyper Parameter Tuning. In: 2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India.

Senthilarasi, S. and Kamalakkannan, S (2023) Deep learning: Spatial-Temporal road traffic data congestion using Agglomerative Clustering. In: 2023 9th International Conference on Electrical Energy Systems (ICEES), Chennai, India.

Senthilarasi, S and Kamalakkannan, S (2022) The Role of Convolutional Neural Network in Vehicle Detection on Spatial - Temporal Road Traffic Data. In: 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India.

Kalaivani, G. and Kamalakkannan, S (2022) Web Scraping Technique for Prediction of Air Quality through Comparative Analysis of Machine Learning and Deep Learning Algorithm. In: 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India.

Kavitha, P and Jayalakshmi, V and Kamalakkannan, S (2022) Classification of Skin Cancer Segmentation using Hybrid Partial Differential Equation with Fuzzy Clustering based on Machine Learning Techniques. In: 2022 International Conference on Edge Computing and Applications (ICECAA), Tamilnadu, India.

Revathy, M. and Kamalakkannan, S (2022) Jigsaw Technique in Social Media for Collaborative Learning to Enhance Intellectual Skills of Dropout Students. In: 2022 International Conference on Edge Computing and Applications (ICECAA), Tamilnadu, India.

Sivasankari., N and Kamalakkannan, S (2022) Building NIDS for IoT Network using Ensemble Approach. In: 2022 7th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India.

Yogeshwar, A and Kamalakkannan, S (2022) Building Dynamic permutation based Privacy Preservation Model with Block Chain Technology for IoT Healthcare Sector. In: 2022 International Conference on Advanced Computing Technologies and Applications (ICACTA), Coimbatore, India.

Devi, G. Dharani and Kamalakkannan, S (2022) Prediction of Job Satisfaction from the Employee Using Ensemble Method. In: 2022 International Conference on Advanced Computing Technologies and Applications (ICACTA), Coimbatore, India.

Revathy, M. and Kamalakkannan, S and Kavitha, P (2022) Machine Learning based Prediction of Dropout Students from the Education University using SMOTE. In: 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India.

Ahmed, G. Najeeb and Kamalakkannan, S (2022) Micronutrient Classification in IoT Based Agriculture Using Machine Learning (ML) Algorithm. In: 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India.

Vijayarangam, J. and Kamalakkannan, S and Smiles, J. Anita (2021) A Novel Comparison of Neural Network and Decision Tree as Classifiers using R. In: 2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Palladam, India.

Book

Kamalakkannan, S (2023) Evolution of Federated Machine Learning (Volume 1). UDHAYAS SPNC PUBLICATION. ISBN 9789391871581

Kamalakkannan, S and Kalaivani, G and Kavitha, P (2023) Introduction to Internet of Things. AN Publications. ISBN 9788196386054

Sharmila, K. and Kamalakkannan, S and Kamalakannan, T and Shanthi, C (2020) Python Programming for Beginners. Enas Publications. ISBN 9789386891181

Kamalakkannan, S and Sharmila, K. Software Testing. Charulatha Publications.