Publications

Journals

i) Citation indexed journals

1. Perumal T., Ramli A.R., Leong C.Y., “Design and implementation of SOAP-based residential management for smart home systems”, IEEE Transactions on Consumer Electronics, pp.453-459, 2008. DOI: 10.1109/TCE.2008.4560114

2. Perumal T., Ramli A.R., Leong C.Y., Mansor S., Samsudin K., “Interoperability for smart home environment using web services” International Journal of Smart Home, pp.1-16 ,2008.

3. Perumal T., Ramli A.R, Leong C.Y., “A rule-based framework for heterogeneous subsystems management in smart home environment”, IEEE Transactions on Consumer Electronics, pp.1208-1213, 2009. DOI: 10.1109/TCE.2009.5277977

4. Perumal T., Ramli A.R., Leong C.Y., Samsudin K., Mansor S., “Middleware for heterogeneous subsystems interoperability in intelligent buildings” , Automation in Construction, pp.160-168 ,2010. DOI: 10.1016/j.autcon.2009.11.014

5. Perumal T., Ramli A.R., Leong C.Y., “Interoperability framework for smart home systems”, IEEE Transactions on Consumer Electronics, pp.1607-1611, 2011. DOI: 10.1109/TCE.2011.6131132

6. Perumal T., Sulaiman M.N., Leong C.Y., “ECA-based interoperability framework for intelligent building”, Automation in Construction, pp.274-280, 2013. DOI: 10.1016/j.autcon.2012.12.009

7. Perumal T., Sulaiman N.M., Sharif K.Y., Ramli A.R., Leong C.Y., “Development of an embedded smart home management scheme” , International Journal of Smart Home, pp.15-29 ,2013.

8. Perumal T., Ramli A.R., Leong C.Y., “SOA-based framework for home and building automation systems (HBAS)” , ARPN Journal of Engineering and Applied Sciences, pp.1490-1494 ,2014.

9. Perumal T., Ramli A.R., Leong C.Y., “SOA-based framework for home and building automation systems (HBAS)” , International Journal of Smart Home, pp.197-206 ,2014. DOI: 10.14257/ijsh.2014.8.5.18

10. Leong C.Y., Ramli A.R., Perumal T., “IP based network public address for intelligent building environment”, International Journal of Smart Home, pp.77-86, 2014. DOI: 10.14257/ijsh.2014.8.6.08

11. Babakura A., Sulaiman M.N., Mustapha N., Perumal T., “HMM-based decision model for smart home environment” , International Journal of Smart Home, pp.129-138 ,2014. DOI: 10.14257/ijsh.2014.8.1.14

12. Shahi A., Sulaiman M.N., Mustapha N., Perumal T., “Naive Bayesian decision model for the interoperability of heterogeneous systems in an intelligent building environment”,Automation in Construction,pp.83-92 ,2015. DOI: 10.1016/j.autcon.2015.03.015

13. Mohd Pozi M.S., Sulaiman M.N., Mustapha N., Perumal T., “A new classification model for a class imbalanced data set using genetic programming and support vector machines: Case study for wilt disease classification”, Remote Sensing Letters, pp.568-577 ,2015. DOI: 10.1080/2150704X.2015.1062159

14. Mohd Pozi M.S., Sulaiman M.N., Mustapha N., Perumal T., “Improving Anomalous Rare Attack Detection Rate for Intrusion Detection System Using Support Vector Machine and Genetic Programming”, Neural Processing Letters, pp.279-290 ,2016. DOI: 10.1007/s11063-015-9457-y

15. Mohamed R., Perumal T., Sulaiman M.N., Mustapha N., Manaf S.A., “Tracking and recognizing the activity of multi resident in smart home environments” , Journal of Telecommunication, Electronic and Computer Engineering, pp.39-43 ,2017.

16. Abdul Raziff A.R., Sulaiman M.N., Mustapha N., Perumal T., Mohd Pozi M.S., “Multiclass classification method in handheld based smartphone gait identification” , Journal of Telecommunication, Electronic and Computer Engineering, pp.59-65 ,2017.

17. Shahi A., Sulaiman M.N., Mustapha N., Perumal T., Meimandi Parizi R., “Sustainability in intelligent building environments using weighted priority scheduling algorithm”, Journal of Ambient Intelligence and Smart Environments, pp.689-705 ,2017. DOI: 10.3233/AIS-170462

18. Raziff A.R.A., Sulaiman N., Mustapha N., Perumal T., “Smote and OVO multiclass method for multiple handheld placement gait identification on smartphone's accelerometer”, Journal of Engineering and Applied Sciences, pp.374-382,2017. DOI: 10.3923/jeasci.2017.171.175

19. Zainudin M.N.S., Sulaiman Md.N., Mustapha N., Perumal T., “Pairwise classification using combination of statistical descriptors with spectral analysis features for recognizing walking activities”, Journal of Telecommunication, Electronic and Computer Engineering, pp.55-60 ,2017.

20. Zainudin M.N.S., Sulaiman M.N., Mustapha N., Perumal T., Nazri A.S.A., Mohamed R., Manaf S.A., “Feature selection optimization using hybrid relief-f with self-adaptive differential evolution”, International Journal of Intelligent Engineering and Systems, pp.21-29 ,2017. DOI: 10.22266/ijies2017.0430.03

21. Abdul Raziff A.R., Sulaiman M.N., Mustapha N., Perumal T., “Gait identification using smartphone handheld placement with linear interpolation factor, single magnitude and one-vs-one classifier mapping”, International Journal of Intelligent Engineering and Systems, pp.70-80 ,2017. DOI: 10.22266/ijies2017.0831.08

22. Zainudin M.N.S., Sulaiman M.N., Mustapha N., Perumal T., Mohamed R.,“ Recognizing complex human activities using hybrid feature selections based on an accelerometer sensor”, International Journal of Technology, pp.968-978,2017. DOI: 10.14716/ijtech.v8i5.879

23. Zainudin M.N.S., Sulaiman N., Mustapha N., Perumal T., Mohamed R.,“ Two-stage feature selection using ranking self-adaptive differential evolution algorithm for recognition of acceleration activity”, Turkish Journal of Electrical Engineering and Computer Sciences, pp.1378-1389,2018. DOI: 10.3906/elk-1709-138

24. Mohamed R., Zainudin M.N.S., Sulaiman M.N., Perumal T., Mustapha N. ,“ Multi-label classification for physical activity recognition from various accelerometer sensor positions”, Journal of Information and Communication Technology, pp.209-231,2018.

25. Zaheer K., Othman M., Rehmani M.H., Perumal T., “A Survey of Decision-Theoretic Models for Cognitive Internet of Things (CIoT)”, IEEE Access, pp.22489-22512, 2018. DOI: 10.1109/ACCESS.2018.2825282

26. Shah Zainudin M.N., Sulaiman M.N., Mustapha N., Perumal T.," One-against-all binarization classification strategy to recognize interclass similarities activities from several sensor positions", Journal of Engineering Science and Technology, pp.2549-2568 ,2018.


ii) Non-citation indexed journals

1. Siti Nurulain Mohd Rum, Abu Bakar Md Sultan, Razali Yaakob, Thinagaran Perumal, “Asynchronous Web Technology in Online Counselling System”, Indian Journal of Science and Technology,Vol.11(6),2018.

2. Raihani Mohamed, Thinagaran Perumal, Md Nasir Sulaiman, Norwati Mustapha, “Multi-Resident Complex Activity Recognition in Smart Home: A Literature Review”, International Journal of Smart Home, Vol (11), Issue: 6, 2017, pp. 21-32.

3. Mohamed, Raihani; Perumal, Thinagaran; Sulaiman, Md. Nasir; Mustapha, Norwati; Zainudin, M. N. Shah, “Multi Label Classification on Multi Resident in Smart Home Using Classifier Chains”, Advanced Science Letters,Vol.24 (2), 2018, pp.1316-1319. DOI: https://doi.org/10.1166/asl.2018.10740

Proceedings / International Conferences

1. Perumal T., Datta S.K., Ramachandran T., Leong C.Y., Bonnet C.,“ Fuzzy based prediction schema framework for IoT based indoor environmental monitoring”, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018, pp.1-2,2018. DOI:10.1109/ICCE.2018.8326241

2. Perumal T, Leong C.Y., Yaakob R., Peng K.W., “Enhancing indoor positioning service for location based Internet of Things (IOT): A source selecting approach with error compensation”, Proceedings of the International Symposium on Consumer Electronics, ISCE, pp.52-55, 2018.

3. Shah Zainudin M.N., Nasir Sulaiman Md., Mustapha N., Perumal T. ,“ Monitoring daily fitness activity using accelerometer sensor fusion”, Proceedings of the International Symposium on Consumer Electronics, ISCE, pp.35-36,2018.

4. Mohamed R., Perumal T., Sulaiman M.N., Mustapha N., “Multi-resident activity recognition using label combination approach in smart home environment”, Proceedings of the International Symposium on Consumer Electronics, ISCE, pp.69-71,2018.

5. Ramachandran T., Perumal T., Boursier P.,"Fuzzy logic predictive method for indoor environment parametric dataset", Proceedings of the International Symposium on Consumer Electronics, ISCE, pp.50-51, 2018.

6. Mohamed R., Perumal T., Sulaiman N., Mustapha N., Yamaguchi S.,"Resolution Mechanism Model for Heterogeneous Systems in Smart Home Environment", 2018 IEEE 7th Global Conference on Consumer Electronics, GCCE 2018, pp.574-575 ,2018. DOI: 10.1109/GCCE.2018.8574779

7. Leong C.Y., Perumal T., Peng K.W., Yaakob R., "Enabling Indoor Localization with Internet of Things (IoT)", 2018 IEEE 7th Global Conference on Consumer Electronics, GCCE 2018, pp.537-540 ,2018. DOI: 10.1109/GCCE.2018.8574489

8. Paneerselvam A., Yaakob R., Perumal T., Marlisah E., "Fall Detection Framework for Smart Home", 2018 IEEE 7th Global Conference on Consumer Electronics, GCCE 2018, pp.101-104 ,2018. DOI: 10.1109/GCCE.2018.8574617

9. Khan S., Hashim F., Rasid M.F.A., Perumal T., "Reducing the Severity of Black Hole and DDoS Attacks in MANETs by Modifying AODV Protocol using MAC Authentication and Symmetric Encryption", 2018 2nd International Conference on Telematics and Future Generation Networks, TAFGEN 2018, pp.109-114,2018. DOI: 10.1109/TAFGEN.2018.8580488

10. Zainudin M.N.S., Sulaiman M.N., Mustapha N., Perumal T., “Activity recognition using one-versus-all strategy with relief-f and self-adaptive algorithm”, 2018 IEEE Conference on Open Systems, ICOS 2018, pp.31-36,2019. DOI: 10.1109/ICOS.2018.8632818

11. Mohamed R., Perumal T., Sulaiman M.N., Mustapha N., Zainudin M.N.S.,“ Modeling activity recognition of multi resident using label combination of multi label classification in smart home”, AIP Conference Proceedings,2017. DOI: 10.1063/1.5005427

12. Raziff A.R.A., Sulaiman M.N., Mustapha N., Perumal T.,“ Single classifier, OvO, OvA and RCC multiclass classification method in handheld based smartphone gait identification”, AIP Conference Proceedings,2017. DOI: 10.1063/1.5005342

13. Zainudin M.N.S., Sulaiman M.N., Mustapha N., Perumal T., Recognizing stationary and locomotion activities using combinational of spectral analysis with statistical descriptors features”, AIP Conference Proceedings,2017. DOI: 10.1063/1.5005485

14. Mohamed R., Perumal T., Sulaiman M.N., Mustapha N., Razali M.N.,“ Conflict resolution using enhanced label combination method for complex activity recognition in smart home environment”, 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017, pp.1-3,2017. DOI: 10.1109/GCCE.2017.8229477

15. Perumal T., Chui Y.L., Ahmadon M.A.B., Yamaguchi S.,“ IoT based activity recognition among smart home residents”, 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017, pp.1-2,2017. DOI: 10.1109/GCCE.2017.8229478

16. Ahmadon M.A.B., Yamaguchi S., Perumal T.,“ Elgar framework: Context-aware service orchestration with data Petri net”, 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017, pp.1-4,2017. DOI: 10.1109/GCCE.2017.8229465

17. Nguyen T.D., Chu S.-I., Liu B.-H., Chen C.-H., Dang H.S., Perumal T., “ Mobile charging and data gathering in multiple sink Wireless Sensor Networks: How and why”, Proceedings - 2017 International Conference on System Science and Engineering, ICSSE 2017, pp.550-553,2017. DOI: 10.1109/ICSSE.2017.8030935

18. Hu S.-M., Chou J.-T., Liu B.-H., Chu S.-I., Perumal T., Pham V.-T.,“ Detecting critical nodes for network vulnerability assessment under cascading failures”, Proceedings - 2017 International Conference on System Science and Engineering, ICSSE 2017, pp.542-545,2017. DOI: 10.1109/ICSSE.2017.8030933

19. Abdul Raziff A.R., Sulaiman M.N., Mustapha N., Perumal T., “Gait identification using One-vs-one classifier model”, ICOS 2016 - 2016 IEEE Conference on Open Systems, pp.71-75 ,2017. DOI: 10.1109/ICOS.2016.7881991

20. Perumal T., Sulaiman M.N., Datta S.K., Ramachandran T., Leong C.Y., “Rule-based conflict resolution framework for Internet of Things device management in smart home environment”, 2016 IEEE 5th Global Conference on Consumer Electronics, GCCE 2016 ,2017. DOI: 10.1109/GCCE.2016.7800444

21. Zainudin M.N.S., Sulaiman M.N., Mustapha N., Perumal T., “Activity recognition based on accelerometer sensor using combinational classifiers”, ICOS 2015 - 2015 IEEE Conference on Open Systems, pp.68-73 ,2016. DOI: 10.1109/ICOS.2015.7377280

22. Perumal T., Datta S.K., Bonnet C., “IoT device management framework for smart home scenarios”, 2015 IEEE 4th Global Conference on Consumer Electronics, GCCE 2015, pp.54-55 ,2016. DOI: 10.1109/GCCE.2015.7398711

23. Perumal T., Sulaiman M.N., Leong C.Y., “Internet of Things (IoT) enabled water monitoring system”, 2015 IEEE 4th Global Conference on Consumer Electronics, GCCE 2015, pp.86-87 ,2016. DOI: 10.1109/GCCE.2015.7398710

24. Perumal T., Sulaiman M.N., Mustapha N., Shahi A., Thinaharan R., “Proactive architecture for Internet of Things (IoTs) management in smart homes” , 2014 IEEE 3rd Global Conference on Consumer Electronics, GCCE 2014, pp.16-17 ,2014. DOI: 10.1109/GCCE.2014.7031347

25. R. Mohamed, T. Perumal, M. N. Sulaiman, N. Mustapha, and M. N. S. Zainudin Modeling Activity Recognition of Multi Resident using Label Combination of Multi Label Classification in Smart Home, International Conference on Applied Science and Technology (ICAST 2017), Langkawi Island, Malaysia, April 3rd-5th 2017. (Best Paper Award).

26. M. N. S. Zainudin, R. Mohamed, M. N. Sulaiman, N. Mustapha, T. Perumal, A. S. A. Nazri, Multi - Label Classification Using Label Combination to Recognize Human Activity Based on Various Sensor Positions, International Conference on Computing and Informatics 2017 (ICOCI2017), Sepang Selangor,April 25th-27th 2017.

27. R. Mohamed, T. Perumal, M. N. Sulaiman, N. Mustapha, and M. N. S. Zainudin, Multi Label Classification on Multi Resident in Smart Home using Classifier Chains, International Conference on Computational Science and Technology 2016, Kota Kinabalu, Malaysia ,November 28th-30th 2016.

28. Thinagaran Perumal, MN Nasir Sulaiman, SK Datta, CY Leong and T.Ramchandran, Rule-based conflict resolution framework for Internet of Things device management in smart home environment,” IEEE Global Conference on Consumer Electronics (GCCE 2016), Kyoto, Japan, 11-14th October 2016.

29. MN Shah Zainudin, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal, “Activity recognition based on accelerometer sensor using combinational classifiers”, IEEE Conference on Open Systems (ICOS),pp.68-73,2015.

30. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, Khairulmizam Samsudin, Shattri Mansor and Rosiah Osman. “A Proactive Architecture for Heterogeneous Systems Management in Smart Home Environment”, ATCi Advanced Technology Congress 2009, 3rd -5th November, PWTC, Kuala Lumpur.

31. Anwar Ali Yahya, Abd Rahman Ramli, Thinagaran Perumal, Dynamic Bayesian Networks with Ranking-based Feature Selection for Dialogue Act Recognition, ATCi Advanced Technology Congress 2009, 3rd -5th November 2009, PWTC, Kuala Lumpur

32. Thinagaran Perumal, A. R. Ramli, C. Y. Leong, S. Mansor, and K.Samsudin, "Interoperability among Heterogeneous Systems in Smart Home Environment,"IEEE International Conference on, Signal Image Technology and Internet Based Systems SITIS '08, December 2008.pp. 177- 186

33. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, Shattri Mansor, and Khairulmizam Samsudin. Interoperable smart home systems using web services, International Conference on Science and Technology (ICSTIE 2008), UiTM, Penang, December 2008

34. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, “SOAP Based Residential Management for Smart Homes”, IEEE International Workshop on Digital Infotainment and Visualization, IWDTV’08, IEEE Consumer Electronics Singapore Chapter-Universiti Malaysia Terengganu,16-18th June 2008.

35. Thinagaran Perumal, Abdul Rahman Ramli, Chui Yew Leong,Siti Mariam Shafie and Yaakob Mansor, "Embedded Multimedia Gateway for Smart Home Environment", International Conference on Intelligent Systems and Robotics (iCisar) 2005, 6-8th December 2005.

36. Chui Yew Leong, Thinagaran Perumal, Abdul Rahman Ramli, "Design and

Implementation of Digital Multimedia Matrix System", International Conference on Intelligent Systems and Robotics (iCisar) 2005, 6-8th December 2005.

National Conferences/Proceedings

1. Rosiah Osman, Abdul Rahman Ramli, Wan Azizun Wan Adnan and Thinagaran Perumal, Development of Chemicals Tracking System Using Radio Frequency Identification (RFID) Technology, 3rd National Intelligent Systems and Information Technology Symposium (ISITS2010), UPM, 13 – 14 October 2010.

2. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, Khairulmizam Samsudin, Shattri Mansor and Rosiah Osman. “A Proactive Architecture for Heterogeneous Systems Management in Intelligent Building”, ISITS 2010, 13 -14th October, ITMA,UPM

3. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, “Remote Triggering Based Embedded Server for Smart Home”, Proceedings of Intelligent Systems and Information Technology Symposium (ISITS 2007), Universiti Putra Malaysia.

4. Thinagaran Perumal, Chui Yew Leong and Abdul Rahman Ramli, (2004), “Implementation of Real-Time Embedded Firewall for Ubiquitous Application Using RISC Processor”, IEEE Computer Society National Real-Time Technology and Applications Symposium (RENTAS 2004), 24 – 25th November 2004, pp 260-266.

5. Thinagaran Perumal, Chui Yew Leong, Abdul RahmanRamli, (2004), “Design and Implementation of Embedded Linux in Field Programmable Logic Array (FPGA) With Soft Processor”, IEEE Computer Society National Real-Time Technology and Applications Symposium (RENTAS 2004), 24th – 25th November, pp 253-259.

6. R.T.K.Raja Gopal, Thinagaran Perumal, Anuradha Dorairaja, A.R.Ramli (2004), “Study of Mobile Computing Device Architecture”, IEEE Computer Society National Real-Time Technology And Applications Symposium (IEEE-RENTAS 2004), 24th – 25th November 2004,pp37-42

7. Thinagaran Perumal ,Abdul Rahman Ramli, “Web-Based Face Recognition System Using MATLAB”, Proceedings of Intelligent Systems and Information Technology Symposium (ISITS 2004), Universiti Putra Malaysia, 17 February 2004, pp. 227-234

Articles/Magazine

1. Perumal T., “Yamaguchi University Delegation Visits the CE Society Malaysia Chapter [Society News]”, IEEE Consumer Electronics Magazine, pp.8-9, 2017. DOI: 10.1109/MCE.2017.2684425

2. Thinagaran Perumal, “Cyber-Physical System and The Way Forward”, IEEE Consumer Electronics Magazine, Issue.6, Vol.2,, February 2017

3. Perumal T., “A Great Year for IEEE CE Malaysia [Society News]”, IEEE Consumer Electronics Magazine, pp.26-27, 2014. DOI: 10.1109/MCE.2014.2321631

4. Thinagaran Perumal, “Interoperability for Smart Homes”, IHomes and Buildings, Autumn Issue, 2008, Volume 5, Number 3, pp12-19.

5. Thinagaran Perumal, “Small Form Factors for Home Technologies”, Hometoys Magazine, December 2008, Volume 13, Issue 6. Available at: http://www.hometoys.com/ezine/08.12/perumal/index.htm

6. Thinagaran Perumal, “Virtualization for Smart Home Systems”, Hometoys Magazine, August 2008, Volume 13, Issue 4. Available at: http://www.hometoys.com/ezine/08.08/perumal/virtualization.htm

7. Thinagaran Perumal, “Interoperability: The Next Big Thing in Smart Homes”, Hometoys Magazine, June2008,Volume13,Issue3.Availableat: http://www.hometoys.com/ezine/08.06/perumal/interoperability.htm

8. Thinagaran Perumal, Middleware Technology for Digital Home Services, Hometoys Magazine, April 2008, Volume 13, Issue 2. Available at: http://www.hometoys.com/ezine/08.04/perumal/middleware.htm

9. Thinagaran Perumal, “Web Services for Digital Home”, Hometoys Magazine, February 2008, Volume 13, Issue 1. Available at: http://www.hometoys.com/ezine/08.02/thinagaran/webservices.htm

Book Chapter

1. Johari K., Liu JW., Perumal T., Sharma A., Chaturvedi T., Chang JR. (2019) Real Time Human Fall Detection Using Accelerometer and IoT. In: Hung J., Yen N., Hui L. (eds) Frontier Computing. FC 2018. Lecture Notes in Electrical Engineering, vol 542. Springer, Singapore, ISBN 978-981-13-3647-8

2. Thinagaran Perumal, A. R. Ramli, C. Y. Leong, S. Mansor, and K.Samsudin, Interoperability among Heterogeneous Systems in Smart Home Environment, Web-based information technologies and distributed systems (Alban Gabilion, Quan Z Sheng and Wathiq Mansor, eds.), Atlantis Ambient and Pervasive Intelligence - Vol. 2, June 2010, ISBN 978-907-86-7728-4

Course Modules

1. Thinagaran Perumal (2009), Course Module for CBRT4103 Software Engineering for Real-Time Systems, Faculty of Information Technology and Multimedia Communication, Open University Malaysia (OUM). (Published)

2. Thinagaran Perumal (2008), Course Module for CMRM 6103 Research Methodology, Centre for Graduate Studies (CGS), Open Universiti Malaysia (OUM). (Published)

Other Publications

  1. Razali Yaakob, Thinagaran Perumal, Pathiah Abdul Samat, Azrul Hazri Jantan and Amir Rizaan Abdul Rahman, “Student Mobility Programme: A Guideline for Bachelor of Computer Science (Outbound)”, First Edition, 2016, FSKTM, UPM.
  2. Thinagaran Perumal, Abd Rahman Ramli, Chui Yew Leong, Rosiah Osman, Khairulmizam Samsudin and Shattri Mansor, The Rise of Smart Building, Jurutera, June 2010, pp. 10 – 14.
  3. Thinagaran, V.P., Abd Rahman Ramli, Chui, Y.L. and Siti Mariam Shafie@Musa, Embedded Multimedia Module for Smart Home Environment, Frontier of Science and Advanced Technology – Research Bulletin 2006, Institute of Advanced Technology, UPM, Vol. 4, p. 36, December 2006.