Manimala Sureshkumar
Manimala Sureshkumar
Associate Professor, Dept of IST, College of Engineering, Guindy, Anna University, Chennai,Tamilnadu
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An integrated PSO for parameter determination and feature selection of ELM and its application in classification of power system disturbances
R Ahila, V Sadasivam, K Manimala
Applied Soft Computing 32, 23-37, 2015
Optimization techniques for improving power quality data mining using wavelet packet based support vector machine
K Manimala, K Selvi, R Ahila
Neurocomputing 77 (1), 36-47, 2012
Hybrid soft computing techniques for feature selection and parameter optimization in power quality data mining
K Manimala, K Selvi, R Ahila
Applied Soft Computing 11 (8), 5485-5497, 2011
Particle swarm optimization-based feature selection and parameter optimization for power system disturbances classification
R Ahila, V Sadasivam, K Manimala
Applied Artificial Intelligence 26 (9), 832-861, 2012
Implementation of optimized dynamic trajectory modification algorithm to avoid obstacles for secure navigation of UAV
PS Krishnan, K Manimala
Applied Soft Computing 90, 106168, 2020
Soft computing modelling of moisture sorption isotherms of milk-foxtail millet powder and determination of thermodynamic properties
HVV Simha, HA Pushpadass, MEE Franklin, PA Kumar, K Manimala
Journal of food science and technology 53, 2705-2714, 2016
A novel data selection technique using fuzzy C-means clustering to enhance SVM-based power quality classification
K Manimala, IG David, K Selvi
Soft Computing 19, 3123-3144, 2015
Implementation of hyperbolic tangent activation function in VLSI
P Pushpa, K Manimala
International Journal of Advanced Research in Computer Science & Technology …, 2014
Power disturbances classification using S-transform based GA–PNN
K Manimala, K Selvi
Journal of The Institution of Engineers (India): Series B 96, 283-295, 2015
Modelling approaches for predicting moisture transfer during baking of chhana podo (milk cake) incorporated with tikhur (Curcuma angustifolia) starch
FME Emerald, HA Pushpadass, M Manjunatha, K Manimala, D Dejey, ...
Journal of Food Measurement and Characterization 14, 2981-2997, 2020
Power quality disturbances classification using probabilistic neural network
K Manimala, K Selvi
International conference on computational intelligence and multimedia …, 2007
Big data analytics and visualization of residential electricity consumption behavior based on smart meter data
R Mathumitha, P Rathika, K Manimala
2022 International Conference on Breakthrough in Heuristics And …, 2022
Artificial intelligence techniques applications for power disturbances classification
K Manimala, K Selvi, R Ahila
International Journal of Electrical and Computer Engineering 2 (10), 2309-2316, 2008
Advancements in deep learning techniques for analyzing electronic medical records
K Manimala, EFI Raj, S Jagatheswari
Deep Learning for Healthcare Decision Making, 133-158, 2023
FW_SFS: a novel feature selection method for power quality data mining
R Ahila, M Sudhakaran, K Manimala
International Journal of Power & Energy Systems 30 (2), 139, 2010
Intelligent deep learning techniques for energy consumption forecasting in smart buildings: a review
R Mathumitha, P Rathika, K Manimala
Artificial Intelligence Review 57 (2), 35, 2024
Role of IoT, machine learning, and big data in smart building
K Manimala
Big Data Analytics and Intelligent Techniques for Smart Cities, 203-222, 2021
Optimal feature set and parameter selection for power quality data mining
K Manimala, K Selvi, R Ahila
Applied Artificial Intelligence 26 (3), 204-228, 2012
S transform based power disturbances classification: ANNs Vs SVMs
R Ahila, K Manimala
J Inst Eng (India) 91, 37-44, 2010
Differential Protection Scheme along with Backup Blockchain System
EFI Raj, K Manimala, M Appadurai
Smart and Power Grid Systems–Design Challenges and Paradigms, 135-156, 2023
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