Items where Author is "Perumal, Thinagaran"

Mohamed, Raihani and Azizan, Nur Hidayah and Perumal, Thinagaran and Abd Manaf, Syaifulnizam and Marlisah, Erzam and Hardhienata, Medria Kusuma Dewi (2024) Discovering and recognizing of imbalance human activity in healthcare monitoring using hybrid SMOTE Tomek technique and decision tree model. Journal of Advanced Research in Applied Sciences and Engineering Technology, 33 (2). pp. 340-350. ISSN 2462-1943

Ramanujam, E. and Perumal, Thinagaran (2022) MLMO-HSM: Multi-label Multi-output Hybrid Sequential Model for multi-resident smart home activity recognition. Journal of Ambient Intelligence and Humanized Computing, 14 (3). pp. 2313-2325. ISSN 1868-5137; ESSN: 1868-5145

Babangida, Lawal and Perumal, Thinagaran and Mustapha, Norwati and Yaakob, Razali (2022) Internet of Things (IoT) based activity recognition strategies in smart homes: a review. IEEE Sensors Journal, 22 (9). 8327 - 8336. ISSN 1530-437X; ESSN: 1558-1748

Prapti, Dipika Roy and Mohamed Shariff, Abdul Rashid and Che Man, Hasfalina and Mohamed Ramli, Norulhuda and Perumal, Thinagaran and Mohamed Shariff (2021) Internet of Things IoT based aquaculture: an overview of IoT application on water quality monitoring. Reviews in Aquaculture, 14 (2). 979 - 992. ISSN 1753-5131

Ibrahim, Mohammed and Abdullah, Mohd Taufik and Abdullah, Azizol and Perumal, Thinagaran (2021) IoTContact: a strategy for predicting contagious IoT nodes in mitigating ransomware attacks. Turkish Journal of Computer and Mathematics Education, 12 (3). 1957 - 1962. ISSN 1309-4653

Muhamad Yusof, Mazlan and Ab Jalil, Habibah and Perumal, Thinagaran (2021) Exploring teachers’ practices in teaching robotics programming in primary school. Asian Social Science, 17 (11). 122 - 132. ISSN 1911-2017; ESSN: 1911-2025

Ramanujam, E. and Perumal, Thinagaran and Padmavathi, S. (2021) Human activity recognition with smartphone and wearable sensors using deep learning techniques: a review. IEEE Sensors Journal, 21 (12). 13029 - 13040. ISSN 1530-437X

Jethanandani, Manan and Sharma, Abhishek and Perumal, Thinagaran and Chang, Jieh Ren (2020) Multi-label classification based ensemble learning for human activity recognition in smart home. Internet of Things, 12. art. no. 100324. pp. 1-13. ISSN 2542-6605

Kasim, Hisyamuddin and Abdul Rahiman, Amir Rizaan and Abdul Hamid, Nor Asilah Wati and Perumal, Thinagaran (2020) Minimizing the cleaning cost in flash based storage sub-systems by proliferating the valid data copying process. Advances in Science, Technology and Engineering Systems, 5 (2). 561 - 566. ISSN 2415-6698

Vadla, Pradeep Kumar and Kolla, Bhanu Prakash and Perumal, Thinagaran (2020) FLA-SLA aware cloud collation formation using fuzzy preference relationship multi-decision approach for federated cloud. Pertanika Journal of Science & Technology, 28 (1). pp. 117-140. ISSN 0128-7680; ESSN: 2231-8526

Ibrahim, Mohammed and Abdullah @ Selimun, Mohd Taufik and Abdullah, Azizol and Perumal, Thinagaran (2020) An epidemic based model for the predictions of OOFI in an IoT platform. SSRG International Journal of Engineering Trends and Technology (pt. 2). 52 -56. ISSN 2349-0918; ESSN: 2231-5381

A., Malkawi and Kamaruddin, Azrina and Admodisastro, Novia Indriaty and Perumal, Thinagaran (2019) Outdoor mobility assistive technologies for people with vision impairment or blindness – a state of the art. International Journal of Advanced Science and Technology, 28 (2). pp. 244-250. ISSN 2005-4238

Mohd Rum, Siti Nurulain and Md Sultan, Abu Bakar and Yaakob, Razali and Perumal, Thinagaran (2018) Asynchronous web technology in online counselling system. Indian Journal of Science and Technology, 11 (20). pp. 1-9. ISSN 0974-6846; ESSN: 0974-5645

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati and Zainudin, Muhammad Noorazlan Shah (2018) Multi label classification on multi resident in smart home using classifier chains. Advanced Science Letters, 24 (2). pp. 1316-1319. ISSN 1936-6612; ESSN: 1936-7317

Mohamed, Raihani and Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Perumal, Thinagaran and Mustapha, Norwati (2018) Multi-label classification for physical activity recognition from various accelerometer sensor positions. Journal of Information and Communication Technology, 18 (2). pp. 209-231. ISSN 1675-414X; ESSN: 2180-3862

Zainudin, M. N. Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2018) Pairwise classification using combination of statistical descriptors with spectral analysis features for recognizing walking activities. Journal of Telecommunication, Electronic and Computer Engineering, 9 (2-11). 55 - 60. ISSN 2180-1843; ESSN: 2289-8131

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md Nasir and Mustapha, Norwati and Perumal, Thinagaran and Mohamed, Raihani (2018) Solving classification problem using ensemble binarization classifier. International Journal of Engineering and Technology (UAE), 7 (4.31). 280 - 284. ISSN 2227-524X

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran and Mohamed, Raihani (2018) Two-stage feature selection using ranking self-adaptive differential evolution algorithm for recognition of acceleration activity. Turkish Journal of Electrical Engineering and Computer Sciences, 26. 1378 - 1389. ISSN 1378–1389

Shahi, Ahmad and Sulaiman, Md Nasir and Mustapha, Norwati and Perumal, Thinagaran and Meimandi Parizi, Reza (2017) Sustainability in intelligent building environments using weighted priority scheduling algorithm. Journal of Ambient Intelligence and Smart Environments, 9 (6). 689 - 705. ISSN 1876-1364; ESSN: 1876-1372

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md Nasir and Mustapha, Norwati and Perumal, Thinagaran and Mohamed, Raihani (2017) Recognizing complex human activities using hybrid feature selections based on an accelerometer sensor. International Journal of Technology, 8 (5). 968 - 978. ISSN 2086-9614; ESSN: 2087-2100

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran and Ahmad Nazri, Azree Shahrel and Mohamed, Raihani and Abd Manaf, Syaifulnizam (2017) Feature selection optimization using hybrid relief-f with self-adaptive differential evolution. International Journal of Intelligent Engineering and Systems, 10 (2). pp. 21-29. ISSN 2185-3118

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati (2017) Multi resident complex activity recognition in smart home: a literature review. International Journal of Smart Home, 11 (6). pp. 21-32. ISSN 1975-4094

Abdul Raziff, Abdul Rafiez and Sulaiman, Nasir and Mustapha, Norwati and Perumal, Thinagaran (2017) Smote and OVO multiclass method for multiple handheld placement gait identification on smartphone’s accelerometer. Journal of Engineering and Applied Sciences, 12 (2). 374 - 382. ISSN 1816-949X; ESSN: 1818-7803

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati and Abd Manaf, Syaifulnizam (2017) Tracking and recognizing the activity of multi resident in smart home environments. Journal of Telecommunication, Electronic and Computer Engineering, 9 (2-11). pp. 39-43. ISSN 2180-1843; ESSN: 2289-8131

Mohd Pozi, Muhammad Syafiq and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2016) Improving anomalous rare attack detection rate for intrusion detection system using support vector machine and genetic programming. Neural Processing Letters, 44 (2). pp. 279-290. ISSN 1370-4621; ESSN: 1573-773X

Mohd Pozi, Muhammad Syafiq and Sulaiman, Md Nasir and Mustapha, Norwati and Perumal, Thinagaran (2015) 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, 6 (7). pp. 568-577. ISSN 2150-704X; ESSN: 2150-7058

Shahi, Ahmad and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2015) Naive Bayesian decision model for the interoperability of heterogeneous systems in an intelligent building environment. Automation in Contruction, 54. pp. 83-92. ISSN 0926-5805

Babakura, Abba and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2014) HMM-based decision model for smart home environment. International Journal of Smart Home, 8 (1). pp. 129-138. ISSN 1975-4094

Chui, Yew Leong and Ramli, Abdul Rahman and Perumal, Thinagaran (2014) IP based network public address for intelligent building environment. International Journal of Smart Home , 8 (6). pp. 77-86. ISSN 1975-4094

Perumal, Thinagaran and Ramli, Abdul Rahman and Chui, Yew Leong (2014) SOA-based framework for home and building automation systems (HBAS). International Journal of Smart Home, 8 (5). pp. 197-206. ISSN 1975-4094

Perumal, Thinagaran and Sulaiman, Md Nasir and Leong, Chui Yew (2013) ECA-based interoperability framework for intelligent building. Automation in Contruction, 31. pp. 274-280. ISSN 0926-5805

Perumal, Thinagaran and Sulaiman, Md. Nasir and Sharif, Khaironi Yatim and Ramli, Abdul Rahman and Chui, Yew Leong (2013) Development of an embedded smart home management scheme. International Journal of Smart Home, 7 (2). pp. 15-26. ISSN 1975-4094

Ramli, Abdul Rahman and Perumal, Thinagaran and Chui, Yew Leong (2011) Interoperability Framework for Smart Home Systems. IEEE Transactions on Consumer Electronics, 57 (4). pp. 1607-1611. ISSN 0098-3063

Perumal, Thinagaran and Ramli, Abd Rahman and Chui, Yew Leong and Samsudin, Khairulmizam and Mansor, Shattri (2010) Middleware for heterogeneous subsystems interoperability in intelligent buildings. Automation in Construction, 19 (2). pp. 160-168. ISSN 0926-5805

Chui, Yew Leong and Ramli, Abdul Rahman and Perumal, Thinagaran (2009) A rule-based framework for heterogeneous subsystems management in smart home environment. IEEE Transactions on Consumer Electronics, 55 (3). pp. 1208-1213. ISSN 0098-3063

Ramli, Abdul Rahman and Samsudin, Khairulmizam and Mansor, Shattri and Perumal, Thinagaran and Chui, Yew Leong (2008) Interoperability for smart home environment using web services. International Joutnal of Smart Home, 2 (4). p. 16. ISSN 1975-4094

Zailan, Muhd Amirul Hakim and Ishak, Iskandar and Sidi, Fatimah and Perumal, Thinagaran (2019) Approaches in sensor-based system data modelling: a survey. In: International Symposium on ICT Management and Administration (ISICTMA2019), 31 July-2 Aug. 2019, Putrajaya Marriott Hotel, Malaysia. (pp. 22-27).

Jethanandani, Manan and Perumal, Thinagaran and Liaw, Yuh Ching and Chang, Jieh Ren and Sharma, Abhishek and Bao, Yipeng (2019) Binary relevance model for activity recognition in home environment using ambient sensors. In: 6th IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), 20-22 May 2019, Yilan, Taiwan. .

Natani, Anubhav and Sharma, Abhishek and Perumal, Thinagaran and Suman, Sukhavasi (2019) Deep learning for multi-resident activity recognition in ambient sensing smart homes. In: 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), 15-18 Oct. 2019, Osaka, Japan. (pp. 340-341).

Suman, Sukhavasi and Perumal, Thinagaran and Mustapha, Norwati and Yaakob, Razali (2019) Device verification and compatibility for heterogeneous semantic IoT systems. In: 4th International Conference and Workshops on Recent Advances and Innovations in Engineering (ICRAIE 2019), 27-29 Nov. 2019, Universiti Teknologi MARA (UiTM) Kedah Branch, Malaysia. .

Mittal, Harsh and Sharma, Abhishek and Perumal, Thinagaran (2019) FPGA implementation of handwritten number recognition using artificial neural network. In: 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), 15-18 Oct. 2019, Osaka, Japan. (pp. 1010-1011).

Suman, Sukhavasi and Perumal, Thinagaran and Ahmadon, Mohd Anuaruddin and Mustapha, Norwati and Yaakob, Razali and Yamaguchi, Shingo (2019) IoT device management using semantics for distinguishing device compatibility. In: 2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech 2019), 12-14 Mar. 2019, Osaka, Japan. (pp. 185-188).

Jethanandani, Manan and Perumal, Thinagaran and Chang, Jieh Ren and Sharma, Abhishek and Bao, Yipeng (2019) Multi-resident activity recognition using multi-label classification in ambient sensing smart homes. In: 6th IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), 20-22 May 2019, Yilan, Taiwan. .

Jethanandani, Manan and Perumal, Thinagaran and Sharma, Abhishek (2019) Random k-labelsets method for human activity recognition with multi-sensor data in smart home. In: 2019 IEEE 16th India Council International Conference (INDICON), 13-15 Dec. 2019, Rajkot, India. .

Suman, Sukhavasi and Perumal, Thinagaran and Mustapha, Norwati and Yaakob, Razali and Ahmadon, Mohd Anuaruddin and Yamaguchi, Shingo (2019) Semantic interoperability test method for data schema comparison with constrained application protocol. In: 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), 15-18 Oct. 2019, Osaka, Japan. (pp. 640-641).

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2018) Activity recognition using one-versus-all strategy with relief-f and self-adaptive algorithm. In: 2018 IEEE Conference on Open Systems (ICOS), 21-22 Nov. 2018, Holiday Villa Beach Resort & Spa, Langkawi, Kedah. (pp. 31-36).

Chui, Yew Leong and Perumal, Thinagaran and Kwan, Wei Peng and Yaakob, Razali (2018) Enabling indoor localization with internet of things (IoT). In: 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), 9-12 Oct. 2018, Nara, Japan. (pp. 571-573).

Panneerselvam, Athimahendran and Yaakob, Razali and Perumal, Thinagaran and Marlisah, Erzam (2018) Fall detection framework for smart home. In: 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), 9-12 Oct. 2018, Nara, Japan. (pp. 351-352).

Perumal, Thinagaran and Datta, Soumya Kanti and Ramachandran, Thinaharan and Chui, Yew Leong and Bonnet, Christian (2018) Fuzzy based prediction schema framework for IoT based indoor environmental monitoring. In: 2018 IEEE International Conference on Consumer Electronics (ICCE), 12-14 Jan. 2018, Las Vegas, Nevada, USA. .

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati and Yamaguchi, Shigo (2018) Resolution mechanism model for heterogeneous systems in smart home environment. In: 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), 9-12 Oct. 2018, Nara, Japan. (pp. 574-575).

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati and Razali, Mohd Norhisham (2017) Conflict resolution using enhanced label combination method for complex activity recognition in smart home environment. In: 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE 2017), 24-27 Oct. 2017, Nagoya, Japan. .

Hu, Shi Ming and Chou, Jung Te and Liu, Bing Hong and Chu, Shao I and Perumal, Thinagaran and Pham, Van Trung (2017) Detecting critical nodes for network vulnerability assessment under cascading failures. In: International Conference on System Science and Engineering 2017 (ICSSE 2017), 21-23 July 2017, Ho Chi Minh City, Vietnam. (pp. 542-545).

Ahmadon, Mohd Anuaruddin and Yamaguchi, Shingo and Perumal, Thinagaran (2017) Elgar framework: context-aware service orchestration with data Petri net. In: 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE 2017), 24-27 Oct. 2017, Nagoya, Japan. .

Chui, Yew Leong and Perumal, Thinagaran and Yaakob, Razali and Kwan, Wei Peng (2017) Enhancing indoor positioning service for location based internet of things (IoT): a source selecting approach with error compensation. In: 2017 IEEE 21st International Symposium on Electronics (ISCE 2017), 14-15 Nov. 2017, Universiti Putra Malaysia. (pp. 52-55).

Ramachandran, Thinaharan and Perumal, Thinagaran and Boursier, Patrice (2017) Fuzzy logic predictive method for indoor environment parametric dataset. In: 2017 IEEE 21st International Symposium on Electronics (ISCE 2017), 14-15 Nov. 2017, Universiti Putra Malaysia. (pp. 50-51).

Perumal, Thinagaran and Chui, Yew Leong and Ahmadon, Mohd Anuaruddin and Yamaguchi, Shingo (2017) IoT based activity recognition among smart home residents. In: 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE 2017), 24-27 Oct. 2017, Nagoya, Japan. .

Nguyen, Tan Dat and Chu, Shao I and Liu, Bing Hong and Chen, Chao Ho and Dang, Hoang Sa and Perumal, Thinagaran (2017) Mobile charging and data gathering in multiple sink wireless sensor networks: how and why. In: International Conference on System Science and Engineering 2017 (ICSSE 2017), 21-23 July 2017, Ho Chi Minh City, Vietnam. (pp. 550-553).

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2017) Monitoring daily fitness activity using accelerometer sensor fusion. In: 2017 IEEE 21st International Symposium on Electronics (ISCE 2017), 14-15 Nov. 2017, Universiti Putra Malaysia. (pp. 35-36).

Zainudin, Muhammad Noorazlan Shah and Mohamed, Raihani and Sulaiman, Md. Nasir and Perumal, Thinagaran and Mustapha, Norwati and Ahmad Nazri, Azree Shahrel (2017) Multi-label classification using label combination to recognize human activity based on various sensor positions. In: 6th International Conference on Computing and Informatics (ICOCI 2017), 25-27 Apr. 2017, Kuala Lumpur, Malaysia. (pp. 669-674).

Mohamed, Raihani and Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati (2017) Multi-resident activity recognition using label combination approach in smart home environment. In: 2017 IEEE 21st International Symposium on Electronics (ISCE 2017), 14-15 Nov. 2017, Universiti Putra Malaysia. (pp. 69-71).

Prakash, Kolla Bhanu and Rajaraman, Arun and Perumal, Thinagaran and Kolla, Padma (2016) Foundations to frontiers of big data analytics. In: 2016 2nd International Conference on Contemporary Computing and Informatics (IC3I), 14-17 Dec. 2016, Noida, India. (pp. 242-247).

Abdul Raziff, Abdul Rafiez and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2016) Gait identification using one-vs-one classifier model. In: 2016 IEEE Conference on Open Systems (ICOS), 10-12 Oct. 2016, Langkawi, Kedah, Malaysia. (pp. 71-75).

Perumal, Thinagaran and Sulaiman, Md. Nasir and Datta, Soumya Kanti and Ramachandran, Thinaharan and Chui, Yew Leong (2016) Rule-based conflict resolution framework for Internet of Things device management in smart home environment. In: 2016 IEEE 5th Global Conference on Consumer Electronics (GCCE 2016), 11-14 Oct. 2016, Kyoto, Japan. .

Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2015) Activity recognition based on accelerometer sensor using combinational classifiers. In: 2015 IEEE Conference on Open Systems (ICOS), 24-26 Aug. 2015, Holiday Inn Hotel, Melaka, Malaysia. (pp. 68-73).

Perumal, Thinagaran and Sulaiman, Md. Nasir and Leong, C. Y. (2015) Internet of Things (IoT) enabled water monitoring system. In: 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE 2015), 27-30 Oct. 2015, Osaka, Japan. (pp. 86-87).

Perumal, Thinagaran and Datta, Soumya Kanti and Bonnet, Christian (2015) IoT device management framework for smart home scenarios. In: 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE 2015), 27-30 Oct. 2015, Osaka, Japan. (pp. 54-55).

Soozaei, Ahmad Shahi and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2015) Priority scheduling approach for heterogeneous systems in an intelligent building environment. In: 4th International Conference on Computer Science and Computational Mathematics (ICCSCM 2015), 7-8 May 2015, Langkawi, Malaysia. (pp. 144-147).

Perumal, Thinagaran and Sulaiman, Md. Nasir and Mustapha, Norwati and Soozaei, Ahmad Shahi and R., Thinaharan (2014) Proactive architecture for Internet of Things (IoTs) management in smart homes. In: 2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE 2014), 7-10 Oct. 2014, Tokyo, Japan. (pp. 16-17).

Chui, Yew Leong and Ramli, Abdul Rahman and Perumal, Thinagaran and Sulaiman, Mohd Yusof and Ali, Mohd Liakot (2005) Design and implementation of multimedia digital matrix system. In: International Advanced Technology Congress: Conference on Intelligent Systems and Robotics, 6-8 Dec. 2005, Putrajaya, Malaysia. .

Perumal, Thinagaran and Ramli, Abd Rahman and Chui, Yew Leong and Shafie @ Musa, Siti Mariam and Mansor, Yaakob (2005) Embedded multimedia gateway for smart home environment. In: International Advanced Technology Congress: Conference on Intelligent Systems and Robotics, 6-8 Dec. 2005, Putrajaya, Malaysia. .

Perumal, Thinagaran (2011) Design and Implementation of Intelligent Interoperability Framework for Heterogeneous Subsystems in Smart Home Environment. PhD thesis, Universiti Putra Malaysia.

Perumal, Thinagaran (2006) Development of an Embedded Smart Home System. Masters thesis, Universiti Putra Malaysia.