Thinagaran Perumal

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 45

Top Topics

Indoor Positioning

Semantic Interoperability

Activity Recognition

Top Venues

IEEE Consumer Electron. Mag.

Publications

Elangovan Ramanujam, Thinagaran Perumal
MLMO-HSM: Multi-label Multi-output Hybrid Sequential Model for multi-resident smart home activity recognition. J. Ambient Intell. Humaniz. Comput. 14 (3) (2023)
Pooyan Khosravinia, Thinagaran Perumal, Javad Zarrin
Enhancing Road Safety through Accurate Detection of Hazardous Driving Behaviors with Graph Convolutional Recurrent Networks. CoRR (2023)
Elangovan Ramanujam, Sivakumar Kalimuthu, B. V. Harshavardhan, Thinagaran Perumal
Improvement in Multi-resident Activity Recognition System in a Smart Home Using Activity Clustering. IFIPIoT (1) (2023)
Thinagaran Perumal, Elangovan Ramanujam, Sukhavasi Suman, Abhishek Sharma, Harshit Singhal
Internet of Things Centric-Based Multiactivity Recognition in Smart Home Environment. IEEE Internet Things J. 10 (2) (2023)
Farhad MortezaPour Shiri, Thinagaran Perumal, Norwati Mustapha, Raihani Mohamed
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU. CoRR (2023)
Ramanujam Elagovan, Thinagaran Perumal, Shankar Krishnan
Fall Detection Systems at Night. Computer 56 (6) (2023)
Pooyan Khosravinia, Thinagaran Perumal, Javad Zarrin
Enhancing Road Safety Through Accurate Detection of Hazardous Driving Behaviors With Graph Convolutional Recurrent Networks. IEEE Access 11 (2023)
Farhad MortezaPour Shiri, Thinagaran Perumal, Norwati Mustapha, Raihani Mohamed, Mohd Anuaruddin Bin Ahmadon, Shingo Yamaguchi
A Survey on Multi-Resident Activity Recognition in Smart Environments. CoRR (2023)
Shengguo Ge, Siti Nurulain Binti Mohd Rum, Hamidah Ibrahim, Erzam Marlisah, Thinagaran Perumal
An Effective Source Number Enumeration Approach Based on SEMD. IEEE Access 10 (2022)
Mohamed Marzhar Anuar, Alfian Abdul Halin, Thinagaran Perumal, Bahareh Kalantar
Aerial Imagery Paddy Seedlings Inspection Using Deep Learning. Remote. Sens. 14 (2) (2022)
Elangovan Ramanujam, Thinagaran Perumal
AIFMS Autonomous Intelligent Fall Monitoring System for the Elderly Persons. Int. J. Ambient Comput. Intell. 13 (1) (2022)
Anubhav Natani, Abhishek Sharma, Thinagaran Perumal
Sequential neural networks for multi-resident activity recognition in ambient sensing smart homes. Appl. Intell. 51 (8) (2021)
Mohammed Ibrahim, Mohd Taufik Abdullah, Azizol Abdullah, Thinagaran Perumal
The Impact of Memory-Efficient Bots on IoT-WSN Botnet Propagation. Wirel. Pers. Commun. 119 (3) (2021)
Mohan Krishna S, Thinagaran Perumal
Making Buildings Smarter and Energy-Efficient - Using the Internet of Things Platform. IEEE Consumer Electron. Mag. 10 (3) (2021)
Sukhavasi Suman, Thinagaran Perumal, Norwati Mustapha, Razali Yaakob, Mohd Anuaruddin Bin Ahmadon, Shingo Yamaguchi
CoAP-Based Lightweight Interoperability Semantic Sensor and Actuator Ontology for IoT Ecosystem. Int. J. Ambient Comput. Intell. 12 (2) (2021)
Monica Ravishankar, Thompson Stephan, Thinagaran Perumal
Time dependent network resource optimization in cyber-physical systems using game theory. Comput. Commun. 176 (2021)
Mohammed Ibrahim, Mohd Taufik Abdullah, Azizol Abdullah, Thinagaran Perumal
Correction to: The Impact of Memory‑Efficient Bots on IoT‑WSN Botnet Propagation. Wirel. Pers. Commun. 119 (3) (2021)
Thinagaran Perumal
CESoc Malaysia Chapter Runs a Workshop on Consumer-Centric IoT. IEEE Consumer Electron. Mag. 9 (2) (2020)
Manan Jethanandani, Abhishek Sharma, Thinagaran Perumal, Jieh-Ren Chang
Multi-label classification based ensemble learning for human activity recognition in smart home. Internet Things 12 (2020)
Sukhavasi Suman, Thinagaran Perumal, Norwati Mustapha, Razali Yaakob, Mohd Anuaruddin Bin Ahmadon, Shingo Yamaguchi
Semantic Interoperability Test Method for Data Schema Comparison with Constrained Application Protocol. GCCE (2019)
Manan Jethanandani, Thinagaran Perumal, Jieh-Ren Chang, Abhishek Sharma, Yipeng Bao
Multi-Resident Activity Recognition using Multi-Label Classification in Ambient Sensing Smart Homes. ICCE-TW (2019)
Thinagaran Perumal
Workshop on Consumer Technologies-Invent the Future Today [Society News]. IEEE Consumer Electron. Mag. 8 (4) (2019)
Harsh Mittal, Abhishek Sharma, Thinagaran Perumal
FPGA Implementation of Handwritten Number Recognition using Artificial Neural Network. GCCE (2019)
Anubhav Natani, Abhishek Sharma, Thinagaran Perumal, Sukhavasi Suman
Deep Learning for Multi-Resident Activity Recognition in Ambient Sensing Smart Homes. GCCE (2019)
Manan Jethanandani, Thinagaran Perumal, Yuh-Ching Liaw, Jieh-Ren Chang, Abhishek Sharma, Yipeng Bao
Binary Relevance Model for Activity Recognition in Home Environment using Ambient Sensors. ICCE-TW (2019)
Sukhavasi Suman, Thinagaran Perumal, Mohd Anuaruddin Bin Ahmadon, Norwati Mustapha, Razali Yaakob, Shingo Yamaguchi
IoT Device Management using Semantics for Distinguishing Device Compatibility. LifeTech (2019)
Thinagaran Perumal
The Malaysia Project Competition on the IoT for Humanitarian Causes [Society News]. IEEE Consumer Electron. Mag. 8 (4) (2019)
Raihani Mohamed, Thinagaran Perumal, Md Nasir Sulaiman, Norwati Mustapha, Shingo Yamaguchi
Resolution Mechanism Model for Heterogeneous Systems in Smart Home Environment. GCCE (2018)
Khaqan Zaheer, Mohamed Othman, Mubashir Husain Rehmani, Thinagaran Perumal
A Survey of Decision-Theoretic Models for Cognitive Internet of Things (CIoT). IEEE Access 6 (2018)
Athimahendran Paneerselvam, Razali Yaakob, Thinagaran Perumal, Erzam Marlisah
Fall Detection Framework for Smart Home. GCCE (2018)
Thinagaran Perumal
Consumer-Centric Internet of Things: Driving the Digital Transformations [Society News]. IEEE Consumer Electron. Mag. 7 (2) (2018)
Chui Yew Leong, Thinagaran Perumal, Kwan Wei Peng, Razali Yaakob
Enabling Indoor Localization With Internet of Things (IoT). GCCE (2018)
Thinagaran Perumal, Soumya Kanti Datta, Thinaharan Ramachandran, Chui Yew Leong, Christian Bonnet
Fuzzy based prediction schema framework for IoT based indoor environmental monitoring. ICCE (2018)
M. N. Shah Zainudin, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal
Monitoring daily fitness activity using accelerometer sensor fusion. ISCE (2017)
Ahmad Shahi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal, Reza Meimandi Parizi
Sustainability in intelligent building environments using weighted priority scheduling algorithm. J. Ambient Intell. Smart Environ. 9 (6) (2017)
Thinagaran Perumal
Yamaguchi University Delegation Visits the CE Society Malaysia Chapter [Society News]. IEEE Consumer Electron. Mag. 6 (3) (2017)
Thinagaran Perumal, Y. L. Chui, Mohd Anuaruddin Bin Ahmadon, Shingo Yamaguchi
IoT based activity recognition among smart home residents. GCCE (2017)
Raihani Mohamed, Thinagaran Perumal, Md. Nasir bin Sulaiman, Norwati Mustapha, Mohd Norhisham Razali
Conflict resolution using enhanced label combination method for complex activity recognition in smart home environment. GCCE (2017)
Raihani Mohamed, Thinagaran Perumal, Md Nasir Sulaiman, Norwati Mustapha
Multi-resident activity recognition using label combination approach in smart home environment. ISCE (2017)
Thinaharan Ramachandran, Thinagaran Perumal, Patrice Boursier
Fuzzy logic predictive method for indoor environment parametric dataset. ISCE (2017)
Chui Yew Leong, Thinagaran Perumal, Razali Yaakob, Kwan Wei Peng
Enhancing indoor positioning service for location based Internet of Things (IoT): A source selecting approach with error compensation. ISCE (2017)
Thinagaran Perumal
Cyberphysical Systems and Consumer Electronics-The Way Forward [Society News]. IEEE Consumer Electron. Mag. 6 (2) (2017)
Mohd Anuaruddin Bin Ahmadon, Shingo Yamaguchi, Thinagaran Perumal
Elgar framework: Context-aware service orchestration with data Petri net. GCCE (2017)
Muhammad Syafiq Mohd Pozi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal
Improving Anomalous Rare Attack Detection Rate for Intrusion Detection System Using Support Vector Machine and Genetic Programming. Neural Process. Lett. 44 (2) (2016)
Thinagaran Perumal, Md Nasir Sulaiman, Soumya Kanti Datta, Thinaharan Ramachandran, Chui Yew Leong
Rule-based conflict resolution framework for Internet of Things device management in smart home environment. GCCE (2016)
Thinagaran Perumal
Membership Drive by CESoc Malaysia [Society News]. IEEE Consumer Electron. Mag. 4 (3) (2015)
Thinagaran Perumal, Soumya Kanti Datta, Christian Bonnet
IoT device management framework for smart home scenarios. GCCE (2015)
Thinagaran Perumal, Md Nasir Sulaiman, Chui Yew Leong
Internet of Things (IoT) enabled water monitoring system. GCCE (2015)
Thinagaran Perumal
One-Day Workshop at CE Malaysia Chapter: Embedded systems and Internet of Things. [Society News]. IEEE Consumer Electron. Mag. 4 (3) (2015)
Thinagaran Perumal, Md Nasir Sulaiman, Norwati Mustapha, Ahmad Shahi, R. Thinaharan
Proactive architecture for Internet of Things (IoTs) management in smart homes. GCCE (2014)
Thinagaran Perumal
A Great Year for IEEE CE Malaysia [Society News]. IEEE Consumer Electron. Mag. 3 (3) (2014)
Thinagaran Perumal, Abdul Rahman Ramli, Chui Yew Leong
Interoperability framework for smart home systems. IEEE Trans. Consumer Electron. 57 (4) (2011)
Chui Yew Leong, Abdul Rahman Ramli, Thinagaran Perumal
A rule-based framework for heterogeneous subsystems management in smart home environment. IEEE Trans. Consumer Electron. 55 (3) (2009)
Thinagaran Perumal, Abdul Rahman Ramli, Chui Yew Leong
Design and implementation of SOAP-based residential management for smart home systems. IEEE Trans. Consumer Electron. 54 (2) (2008)
Thinagaran Perumal, Abdul Rahman Ramli, Chui Yew Leong, Shattri Mansor, Khairulmizam Samsudin
Interoperability among Heterogeneous Systems in Smart Home Environment. SITIS (2008)