Article

Muhammad Azman Busst, Mikail and Sonai Muthu Anbananthen, Kalaiarasi and Kannan, Subarmaniam (2024) Aspect-Level Sentiment Analysis through Aspect-Oriented Features. HighTech and Innovation Journal, 5 (1). pp. 109-128. ISSN 2723-9535

Adebayo, Bakare Mustaphaa and Sonai Muthu Anbananthen, Kalaiarasi and Muthaiyah, Saravanan and Lurudusamy, Saravanan Nathan (2024) Comparative Analysis of Deep Learning Models for Part of Speech Tagging in the Malay Language. HighTech and Innovation Journal, 5 (2). pp. 272-281. ISSN 2723-9535

Busst, Mikail Muhammad Azman and Sonai Muthu Anbananthen, Kalaiarasi and Kannan, Subarmaniam and Krishnan, Jayakumar and Subbiah, Sridevi (2024) Ensemble BiLSTM: A Novel Approach for Aspect Extraction From Online Text. IEEE Access, 12. pp. 3528-3539. ISSN 2169-3536

Muhammad Azman Busst, Mikail and Sonai Muthu Anbananthen, Kalaiarasi and Kannan, Subarmaniam and Kannan, Rajkumar (2024) Extracting Explicit and Implicit Aspects Using Deep Learning. Emerging Science Journal, 8 (1). pp. 61-76. ISSN 2610-9182

Sharmila, P. and Sonai Muthu Anbananthen, Kalaiarasi and Nithyakala, G. and Balasubramaniam, Baarathi and Deisy, C. (2024) FTLM: A Fuzzy TOPSIS Language Modeling Approach for Plagiarism Severity Assessment. IEEE Access. p. 1. ISSN 2169-3536

Sharmila, P. and Sonai Muthu Anbananthen, Kalaiarasi and Chelliah, Deisy and Parthasarathy, S. and Balasubramaniam, Baarathi and Nathan Lurudusamy, Saravanan (2024) Transformer-Based Sequence Modeling Short Answer Assessment Framework. HighTech and Innovation Journal, 5 (3). pp. 627-639. ISSN 2723-9535

Sayeed, Md. Shohel and Mohan, Varsha and Sonai Muthu Anbananthen, Kalaiarasi (2023) BERT: A Review of Applications in Sentiment Analysis. HighTech and Innovation Journal, 4 (2). pp. 453-462. ISSN 2723-9535

Muthaiyah, Saravanan and Singh, Vivek Ajit and Zaw, Thein Oak Kyaw and Sonai Muthu Anbananthen, Kalaiarasi and Park, Byeonghwa and Kim, Myung Joon (2023) A Binary Survivability Prediction Classification Model towards Understanding of Osteosarcoma Prognosis. Emerging Science Journal, 7 (4). pp. 1294-1314. ISSN 2610-9182

Sonai Muthu Anbananthen, Kalaiarasi and Muhammad Azman Busst, Mikail and Kannan, Rajkumar and Kannan, Subarmaniam (2023) A Comparative Performance Analysis of Hybrid and Classical Machine Learning Method in Predicting Diabetes. Emerging Science Journal, 7 (1). pp. 102-115. ISSN 2610-9182

Muthaiyah, Saravanan and Zaw, Thein Oak Kyaw and Sonai Muthu Anbananthen, Kalaiarasi and Park, Byeonghwa and Kim, Myung Joon (2023) Data Driven Models for Contact Tracing Prediction: A Systematic Review of COVID-19. Emerging Science Journal, 7. pp. 17-28. ISSN 2610-9182

Sonai Muthu Anbananthen, Kalaiarasi and Subbiah, Sridevi and Baskar, Subiksha Gayathri and Selvaraj, Ratchana and Krishnan, Jayakumar and Kannan, Subarmaniam and Chelliah, Deisy (2023) The Eye: A Light Weight Mobile Application for Visually Challenged People Using Improved YOLOv5l Algorithm. Emerging Science Journal, 7 (5). pp. 1636-1652. ISSN 2610-9182

Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi and Tee, Connie (2023) Finger Vein Template Protection with Directional Bloom Filter. HighTech and Innovation Journal, 4 (2). pp. 412-433. ISSN 2723-9535

Saranya, T. and Deisy, C. and Sridevi, S. and Sonai Muthu Anbananthen, Kalaiarasi and Khan, M. K. A. Ahamed (2023) Performance Analysis of First Order Optimizers for Plant Pest Detection Using Deep Learning. Communications in Computer and Information Science, 1763. pp. 37-52. ISSN 1865-0929

Bakare, Adebayo Mustapha and Sonai Muthu Anbananthen, Kalaiarasi and Muthaiyah, Saravanan and Krishnan, Jayakumar and Kannan, Subarmaniam (2023) Punctuation Restoration with Transformer Model on Social Media Data. Applied Sciences, 13 (3). p. 1685. ISSN 2076-3417

Francis, Mercelin and Sonai Muthu Anbananthen, Kalaiarasi and Chelliah, Deisy and Kannan, Subarmaniam and Subbiah, Sridevi and Krishnan, Jayakumar (2023) Smart Farm-Care using a Deep Learning Model on Mobile Phones. Emerging Science Journal, 7 (2). pp. 480-497. ISSN 2610-9182

Saranya, T. and Deisy, C. and Sridevi, S. and Sonai Muthu Anbananthen, Kalaiarasi (2023) A comparative study of deep learning and Internet of Things for precision agriculture. Engineering Applications of Artificial Intelligence, 122. p. 106034. ISSN 0952-1976

Mogan, Jashila Nair and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi and Lim, Kian Ming (2022) Gait-DenseNet: A Hybrid Convolutional Neural Network for Gait Recognition. IAENG International Journal of Computer Science, 49 (2). pp. 1-8. ISSN 1819-9224

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Sonai Muthu Anbananthen, Kalaiarasi (2022) Gait-ViT: Gait Recognition with Vision Transformer. Sensors, 22 (19). p. 7362. ISSN 1424-8220

Subbiah, Sridevi and Sonai Muthu Anbananthen, Kalaiarasi and Thangaraj, Saranya and Kannan, Subarmaniam and Chelliah, Deisy (2022) Intrusion detection technique in wireless sensor network using grid search random forest with Boruta feature selection algorithm. Journal of Communications and Networks, 24 (2). pp. 264-273. ISSN 1229-2370

Azman, Afizan and Abdullah, Mohd Fikri Azli and Yogarayan, Sumendra and Abdul Razak, Siti Fatimah and Azman, Hartini and Sonai Muthu Anbananthen, Kalaiarasi and Ramli, Hani Suhaila (2022) Measuring driver cognitive distraction through lips and eyebrows. International Journal of Electrical and Computer Engineering (IJECE), 12 (1). p. 756. ISSN 2088-8708

Zaw, Thein Oak Kyaw and Muthaiyah, Saravanan and Sonai Muthu Anbananthen, Kalaiarasi and Min, Thu Soe @ M Sait (2022) A Novel Approach on Covid-19 Contact Tracing – Utilization of Low Calibrated Transmission Power & Signal Captures in BLE. Emerging Science Journal, 6. pp. 181-192. ISSN 2610-9182

Teng, Jackson Horlick and Ong, Thian Song and Tee, Connie and Sonai Muthu Anbananthen, Kalaiarasi and Pa, Pa Min (2022) Optimized Score Level Fusion for Multi-Instance Finger Vein Recognition. Algorithms, 15 (5). p. 161. ISSN 1999-4893

Sharmila, P. and Sonai Muthu Anbananthen, Kalaiarasi and Chelliah, Deisy and Parthasarathy, Sudhaman and Kannan, Subarmaniam (2022) PDHS: Pattern-Based Deep Hate Speech Detection With Improved Tweet Representation. IEEE Access, 10. pp. 105366-105376. ISSN 2169-3536

Tan, Kian Long and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi and Lim, Kian Ming (2022) RoBERTa-LSTM: A Hybrid Model for Sentiment Analysis With Transformer and Recurrent Neural Network. IEEE Access, 10. pp. 21517-21525. ISSN 2169-3536

Tan, Kian Long and Lee, Chin Poo and Lim, Kian Ming and Sonai Muthu Anbananthen, Kalaiarasi (2022) Sentiment Analysis With Ensemble Hybrid Deep Learning Model. IEEE Access, 10. pp. 103694-103704. ISSN 2169-3536

Sonai Muthu Anbananthen, Kalaiarasi and Kannan, Subarmaniam and Muhammad Azman Busst, Mikail and Muthaiyah, Saravanan and Lurudusamy, Saravanan Nathan (2022) Typographic Error Identification and Correction in Chatbot Using N-gram Overlapping Approach. Journal of System and Management Sciences, 12 (5). pp. 91-104. ISSN 1816-6075, 1818-0523

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Sonai Muthu Anbananthen, Kalaiarasi (2022) VGG16-MLP: Gait Recognition with Fine-Tuned VGG-16 and Multilayer Perceptron. Applied Sciences, 12 (15). p. 7639. ISSN 2076-3417

Muthaiyah, Saravanan and Sonai Muthu Anbananthen, Kalaiarasi and Nguyen, Thi Phuong Lan (2021) Orchestration of autonomous trusted third-party banking. F1000Research, 10 (899). pp. 1-12. ISSN 2046-1402

Winarno, Sri and Andono, Pulung Nurtantio and Sonai Muthu Anbananthen, Kalaiarasi and Lew, Sook Ling (2021) The effectiveness of mDPBL as a multimedia-based learning approach. Cypriot Journal of Educational Sciences, 16 (6). pp. 2946-2955. ISSN 1305-905X

Sonai Muthu Anbananthen, Kalaiarasi and Subbiah, Sridevi and Chelliah, Deisy and Sivakumar, Prithika and Somasundaram, Varsha and Velshankar, Kethaarini Harshana and Khan, M. K. A. Ahamed (2021) An intelligent decision support system for crop yield prediction using hybrid machine learning algorithms. F1000Research, 10 (1143). pp. 1-18. ISSN 2046-1402

Sonai Muthu Anbananthen, Kalaiarasi and Muhamad Amin, Anang Hudaya and Ibrahim, Siti Zainab and Raman, Kirbana Jai and Abdullah, Mohd Fikri Azli and Wei Jian, Samuel Leong and Abdul Razak, Siti Fatimah and Azman, Afizan and Yogarayan, Sumendra (2019) A Study of Wireless Communication Technologies for Vehicular Communication. Information Science and Applications (ICISA) 2016, 514. pp. 3-13. ISSN 1876-1100

Azman, Afizan and Devarajan, Logaraj V. and Yogarayan, Sumendra and Chandran, Premnath and Raman, Kirbana Jai and Abdul Razak, Siti Fatimah and Ibrahim, Siti Zainab and Sonai Muthu Anbananthen, Kalaiarasi and Abdullah, Mohd Fikri Azli (2018) An Evaluation Using Cloud Services for Car-To-Car Communication. International Journal of Engineering and Technology(UAE), 7 (4.40). pp. 37-41. ISSN 2227-524X

Winarno, Sri and Sonai Muthu Anbananthen, Kalaiarasi and Lew, Sook Ling (2018) Impacts of m-DPBL Approach towards Computer Networks Teaching and Learning Process. International Journal of Emerging Technologies in Learning (iJET), 13 (03). p. 207. ISSN 1863-0383, 1868-8799

Azman, Afizan and Yogarayan, Sumendra and Abdul Razak, Siti Fatimah and Ko, Wai Wai and Raman, Kirbana Jai and Abdullah, Mohd Fikri Azli and Ibrahim, Siti Zainab and Sonai Muthu Anbananthen, Kalaiarasi (2018) Vehicle service locator using GPS and cloud service on android platform. International Journal of Engineering and Technology(UAE), 7 (4). pp. 187-192. ISSN 2227-524X

Azman, Afizan and Yogarayan, Sumendra and Raman, Kirbana Jai and Abdul Razak, Siti Fatimah and Abdullah, Mohd Fikri Azli and Ibrahim, Siti Zainab and Sonai Muthu Anbananthen, Kalaiarasi (2018) An integrated vehicle servicing and breakdown assistance system. International Journal of Engineering and Technology(UAE), 7 (4.40). pp. 42-47. ISSN 2227-524X

Azman, Afizan and Ibrahim, Siti Zainab and Yogarayan, Sumendra and Sonai Muthu Anbananthen, Kalaiarasi and Abdul Razak, Siti Fatimah and Raman, Kirbana Jai and Abdullah, Mohd Fikri Azli (2018) A study of connected vehicle for vehicle maintenance. International Journal of Engineering and Technology(UAE), 7 (4). pp. 11-14. ISSN 2227-524X

Lew, Sook Ling and Ong, Puay Tee and Eze, Uchenna Cyril and Sonai Muthu Anbananthen, Kalaiarasi (2013) The Effect of the Information Infrastructure Capabilities of Organizations on Their Competitive Strength: An Empirical Study in Malaysia. International Journal of Management, 30 (3). pp. 65-77. ISSN 0813-0183

Sonai Muthu Anbananthen, Kalaiarasi and H. Elyasir, Ayoub Mohamed (2013) Evolution of Opinion Mining. Australian Journal of Basic and Applied Sciences, 7 (6). pp. 359-370. ISSN 1991-8178

Sonai Muthu Anbananthen, Kalaiarasi and Kannan, Rajkumar (2013) Understanding Sentiment Words and Truthful Opinions from Academic Feedbacks. Australian Journal of Basic and Applied Sciences, 7 (6). pp. 299-306. ISSN 1991-8178

Hossen, Md. Jakir and Sonai Muthu Anbananthen, Kalaiarasi and Yusof, Ibrahim and Sayeed, Md. Shohel (2013) A Framework of Modified Adaptive Fuzzy Inference Engine (MAFIE) and Its Application. International Journal of Computer Information Systems and Industrial Management Applications, 5. pp. 662-670. ISSN 2150 - 7988

Sayeed, Md. Shohel and Sonai Muthu Anbananthen, Kalaiarasi and Hossen, Md. Jakir and Yusof, Ibrahim and Al-Habsi, A. A. A. (2012) Securing Asp.Net Applications Against Sql Injections Attacks. Australian Journal of Basic and Applied Sciences, 6 (8). pp. 394-400. ISSN 1991-8178

Sonai Muthu Anbananthen, Kalaiarasi and Hossen, Md. Jakir and Sayeed, Md. Shohel (2011) Comparison of network pruning and tree pruning on artificial neural network tree. Australian Journal of Basic and Applied Sciences, 5 (9). pp. 1093-1098. ISSN 1991-8178

Deisy, C. and Sonai Muthu Anbananthen, Kalaiarasi and Baskar, M. and Gowri, M. and Ramaraj, N. (2010) A novel term weighting scheme MIDF for text categorization. Journal of Engineering Science and Technology., 5 (1). pp. 94-107. ISSN 1823-4690

Book Section

Yogarayan, Sumendra and Abdul Razak, Siti Fatimah and Azman, Afizan and Abdullah, Mohd Fikri Azli and Raman, Kirbana Jai and Sonai Muthu Anbananthen, Kalaiarasi and Ibrahim, Siti Zainab (2020) A Comprehensive Study on Vehicle Collision Prevention Assistance in Malaysia. In: Information Science and Applications. Lecture Notes in Electrical Engineering (Information Science and Applications), 621 . Springer, pp. 623-629. ISBN 9789811514647

Sonai Muthu Anbananthen, Kalaiarasi and Muhamad Amin, Anang Hudaya and Abdul Razak, Siti Fatimah and Abdullah, Mohd Fikri Azli and Yogarayan, Sumendra and Ibrahim, Siti Zainab and Mhlang, Imran Artwel Junior and Raman, Kirbana Jai (2019) Real Time Driver Anger Detection. In: Information Science and Applications 2018. Springer Verlag, Lecture Notes in Electrical Engineering, pp. 157-167. ISBN 978-981131055-3

Ong, Thian Song and Teoh, Andrew Beng Jin and Sonai Muthu Anbananthen, Kalaiarasi and Teng, Jackson Horlick (2013) Multi-instance finger vein recognition using minutiae matching. In: Image and Signal Processing (CISP), 2013 6th International Congress. IEEE, 1730 -1735. ISBN 978-1-4799-2763-0

Syaifuddin, Muhammad and Sonai Muthu Anbananthen, Kalaiarasi (2013) Framework: Diabetes management system. In: 2013 International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT). IEEE Xplore, pp. 112-116. ISBN 978-1-4799-1202-5

Sternly Kebaagetse, Simon and Sonai Muthu Anbananthen, Kalaiarasi and Lee, Seldon (2013) A Ubiquitous Personal Health Record (uPHR) Framework. In: ICACSEI-13. Advances in Intelligent Systems Research . Atlantis Press, pp. 423-427. ISBN 978-90-78677-74-1

Loo, Chu Kiong and Cheong, Soon Fatt and Seldon, Margaret A. and Mand, Ali Afzalian and Sonai Muthu Anbananthen, Kalaiarasi and Liew, Wei Shiung and Lim, Einly (2012) Genetic-optimized classifier ensemble for cortisol salivary measurement mapping to electrocardiogram features for stress evaluation. In: PRICAI 2012: Trends in Artificial Intelligence. Lecture Notes in Computer Science (7458). Springer Berlin Heidelberg, pp. 274-284. ISBN 978-3-642-32694-3

Conference or Workshop Item

Bakare, Adebayo Mustapha and Sonai Muthu Anbananthen, Kalaiarasi and Muthaiyah, Saravanan (2022) Brand Monitoring with Sentiment Analysis. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Kian Long and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi (2022) Sentiment Analysis using Machine Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Mogan, Jashila Nair and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi (2022) Speed-Invariant Gait Recognition. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Muthu Arumugam, Ganes Raj and Muthaiyah, Saravanan and Sonai Muthu Anbananthen, Kalaiarasi (2022) Optimization Of Patients Turnaround Time (PTAT) In Public Hospital. In: Postgraduate Social Science Colloquium 2022, 1 - 2 June 2022, Online.

Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi (2022) Multi-Instance Finger Vein Template Protection. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ashari, Nurul Nabihah and Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi (2021) Finger Vein Presentation Attack Detection Based on Texture Analysis. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Muthu Arumugam, Ganes Raj and Muthaiyah, Saravanan and Sonai Muthu Anbananthen, Kalaiarasi (2021) Optimization Of Patients Turnaround Time in Healthcare Facilities in Malaysia. In: 2nd Post Graduate Social Science Colloquium Proceedings 2021, 8-9 June 2021, Cyberjaya, Malaysia. (Submitted)

Raj Muthu Arumugam, Ganes and Muthaiyah, Saravanan and Zaw, Thein Oak Kyaw and Sonai Muthu Anbananthen, Kalaiarasi (2021) Optimization of Patients Turnaround Time: A Systematic Review of BLE-Based IOT Solutions. In: 2021 7th International Conference on Research and Innovation in Information Systems (ICRIIS), 25-26 Oct. 2021, Johor Bahru, Malaysia.

Azman, Afizan and Yogarayan, Sumendra and Leong, Samuel Wei Jian and Abdul Razak, Siti Fatimah and Raman, Kirbana Jai and Abdullah, Mohd Fikri Azli and Ibrahim, Siti Zainab and Muhamad Amin, Anang Hudaya and Sonai Muthu Anbananthen, Kalaiarasi (2018) Comprehensive Study of Wireless Communication Technologies for Vehicular Communication. In: 2018 3rd International Conference on Computer and Communication Systems (ICCCS), 27-30 April 2018, Nagoya, Japan.

Winarno, Sri and Sonai Muthu Anbananthen, Kalaiarasi and Lew, Sook Ling (2017) Multimedia teaching and learning for computer networks subject in the direct problem-based learning approach: A pilot study. In: 2017 International Seminar on Application for Technology of Information and Communication (iSemantic), 7-8 Oct. 2017, Semarang, Indonesia.

H. Elyasir, Ayoub Mohamed and Sonai Muthu Anbananthen, Kalaiarasi (2013) Comparison between Bag of Words and Word Sense Disambiguation. In: Proceedings of the 2013 International Conference on Advanced Computer Science and Electronics Information (ICACSEI 2013), Beijing,China.