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Thinagaran Perumal
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Human activity recognition with smartphone and wearable sensors using deep learning techniques: A review
E Ramanujam, T Perumal, S Padmavathi
IEEE Sensors Journal 21 (12), 13029-13040, 2021
2662021
Internet of Things (IoT) enabled water monitoring system
T Perumal, MN Sulaiman, CY Leong
2015 IEEE 4th Global Conference on Consumer Electronics (GCCE), 86-87, 2015
2302015
Interoperability for smart home environment using web services
T Perumal, AR Ramli, CY Leong, S Mansor, K Samsudin
International Journal of Smart Home 2 (4), 1-16, 2008
962008
A rule-based framework for heterogeneous subsystems management in smart home environment
CY Leong, AR Ramli, T Perumal
IEEE Transactions on Consumer Electronics 55 (3), 1208-1213, 2009
822009
Interoperability among heterogeneous systems in smart home environment
T Perumal, CY Leong, S Mansor, K Samsudin
2008 IEEE International Conference on Signal Image Technology and Internet …, 2008
732008
Interoperability framework for smart home systems
T Perumal, AR Ramli, CY Leong
IEEE Transactions on Consumer Electronics 57 (4), 1607-1611, 2011
722011
Design and implementation of SOAP-based residential management for smart home systems
T Perumal, AR Ramli, CY Leong
IEEE Transactions on Consumer Electronics 54 (2), 453-459, 2008
662008
IoT device management framework for smart home scenarios
T Perumal, SK Datta, C Bonnet
2015 IEEE 4th global conference on consumer electronics (GCCE), 54-55, 2015
592015
Development of an embedded smart home management scheme
T Perumal, MN Sulaiman, KY Sharif, AR Ramli, CY Leong
International Journal of Smart Home 7 (2), 15-26, 2013
572013
Internet of things (IoT) based activity recognition strategies in smart homes: A review
L Babangida, T Perumal, N Mustapha, R Yaakob
IEEE Sensors Journal 22 (9), 8327-8336, 2022
562022
Internet of Things (IoT)‐based aquaculture: An overview of IoT application on water quality monitoring
DR Prapti, AR Mohamed Shariff, H Che Man, NM Ramli, T Perumal, ...
Reviews in Aquaculture 14 (2), 979-992, 2022
522022
Multi-label classification based ensemble learning for human activity recognition in smart home
M Jethanandani, A Sharma, T Perumal, JR Chang
Internet of Things 12, 100324, 2020
512020
Improving anomalous rare attack detection rate for intrusion detection system using support vector machine and genetic programming
MSM Pozi, MN Sulaiman, N Mustapha, T Perumal
Neural Processing Letters 44, 279-290, 2016
472016
Proactive architecture for Internet of Things (IoTs) management in smart homes
T Perumal, MN Sulaiman, N Mustapha, A Shahi, R Thinaharan
2014 IEEE 3rd global conference on consumer electronics (GCCE), 16-17, 2014
472014
Activity recognition based on accelerometer sensor using combinational classifiers
MNS Zainudin, MN Sulaiman, N Mustapha, T Perumal
2015 IEEE Conference on Open Systems (ICOS), 68-73, 2015
462015
Middleware for heterogeneous subsystems interoperability in intelligent buildings
T Perumal, CY Leong, K Samsudin, S Mansor
Automation in Construction 19 (2), 160-168, 2010
432010
A comprehensive overview and comparative analysis on deep learning models: CNN, RNN, LSTM, GRU
FM Shiri, T Perumal, N Mustapha, R Mohamed
arXiv preprint arXiv:2305.17473, 2023
382023
Innovations in Computational Intelligence and Computer Vision Proceedings of ICICV 2020
MK Sharma, VS Dhaka, T Perumal, N Dey, JMRS Tavares
Proceedings of ICICV, 1, 2020
382020
Multi-label classification for physical activity recognition from various accelerometer sensor positions
R Mohamed, MNS Zainudin, MN Sulaiman, T Perumal, N Mustapha
Journal of Information and Communication Technology 17 (2), 209-231, 2018
362018
Feature Selection Optimization using Hybrid Relief-f with Self-adaptive Differential Evolution.
MN Zainudin, MN Sulaiman, N Mustapha, T Perumal, A Nazri, A Shahrel, ...
International Journal of Intelligent Engineering & Systems 10 (2), 2017
352017
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