AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes V Jackins, S Vimal, M Kaliappan, MY Lee The Journal of Supercomputing, 1-22, 2020 | 221 | 2020 |
Energy enhancement using Multiobjective Ant colony optimisation with Double Q learning algorithm for IoT based cognitive radio networks S Vimal, M Khari, RG Crespo, L Kalaivani, N Dey, M Kaliappan Computer Communications 154 (15), 481-490, 2020 | 121 | 2020 |
Cervical Cancer Identification with Synthetic Minority Oversampling Technique and PCA Analysis using Random Forest Classifier R Geetha, S Sivasubramanian, M Kaliappan, S Vimal, S Annamalai Journal of Medical Systems 43 (9), 286, 2019 | 107 | 2019 |
An attention‐based deep learning model for traffic flow prediction using spatiotemporal features towards sustainable smart city B Vijayalakshmi, K Ramar, NZ Jhanjhi, S Verma, M Kaliappan, ... International Journal of Communication Systems, e4609, 2020 | 102 | 2020 |
Development of Big Data Predictive Analytics Model for Disease Prediction using Machine learning R Venkatesh, C Balasubramanian, M Kaliappan Journal of Medical Systems 43 (8), 272, 2019 | 100 | 2019 |
Optimization using artificial bee colony based clustering approach for big data SS Ilango, S Vimal, M Kaliappan, P Subbulakshmi Cluster Computing, 1-9, 2018 | 93 | 2018 |
Development of a secure routing protocol using game theory model in mobile ad hoc networks B Paramasivan, MJV Prakash, M Kaliappan Journal of Communications and Networks 17 (1), 75-83, 2015 | 59 | 2015 |
Banana Plant Disease Classification using Hybrid Convolutional Neural Network MK K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, E. Golden ... Computational Intelligence and Neuroscience,, In--press, 2022 | 57 | 2022 |
Enhancing secure routing in mobile ad hoc networks using a dynamic bayesian signalling game model M Kaliappan, B Paramasivan Computers & Electrical Engineering 41, 301-313, 2015 | 56 | 2015 |
Collaborative approach on mitigating spectrum sensing data hijack attack and dynamic spectrum allocation based on CASG modeling in wireless cognitive radio networks S Vimal, L Kalaivani, M Kaliappan Cluster Computing, 1-11, 2017 | 50 | 2017 |
Enhancing energy efficiency and load balancing in mobile ad hoc network using dynamic genetic algorithms M Kaliappan, S Augustine, B Paramasivan Journal of Network and Computer Applications 73, 35-43, 2016 | 47 | 2016 |
Development of secured data transmission using machine learning-based discrete-time partially observed Markov model and energy optimization in cognitive radio networks S Vimal, L Kalaivani, M Kaliappan, A Suresh, XZ Gao, R Varatharajan Neural Computing and Applications, 1-11, 2018 | 45 | 2018 |
OSDDY: embedded system-based object surveillance detection system with small drone using deep YOLO M Kaliappan, S Vimal, K Vijayalakshmi, MY Lee, T Manikandan EURASIP Journal on Image and Video Processing 19, 1-14, 2021 | 39* | 2021 |
Edge Computing-Based Intrusion Detection System for Smart Cities Development Using IoT in Urban Areas S Vimal, A Suresh, P Subbulakshmi, S Pradeepa, M Kaliappan Internet of Things in Smart Technologies for Sustainable Urban Development …, 2020 | 38 | 2020 |
Trend analysis using agglomerative hierarchical clustering approach for time series big data P Subbulakshmi, S Vimal, M Kaliappan, Y Harold Robinson, K Mucheol The Journal of Supercomputing, 1-15, 2021 | 33* | 2021 |
Predictive big data analytic on demonetization data using support vector machine N Kannan, S Sivasubramanian, M Kaliappan, S Vimal, A Suresh Cluster Computing, 1-12, 2018 | 31 | 2018 |
Rainfall prediction using generative adversarial networks with convolution neural network R Venkatesh, C Balasubramanian, M Kaliappan Soft Computing, 1-14, 2021 | 25 | 2021 |
Energy efficient routing protocol using Grover’s searching algorithm for MANET E Mariappan, M Kaliappan, S Vimal Asian J. Inf. Technol 15, 4986-4994, 2016 | 23 | 2016 |
Load Balanced Clustering Technique in MANET using Genetic Algorithms. M Kaliappan, E Mariappan, MV Prakash, B Paramasivan Defence Science Journal 66 (3), 251-258, 2016 | 18 | 2016 |
A method of progression detection for glaucoma using K-means and the GLCM algorithm toward smart medical prediction S Vimal, YH Robinson, M Kaliappan, K Vijayalakshmi, S Seo The Journal of Supercomputing, 1-17, 2021 | 17 | 2021 |