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Balakrishnan, Vimala (2024) Socio-demographic predictors for misinformation sharing and authenticating amidst the COVID-19 pandemic among Malaysian young adults. Information Development, 40 (2). pp. 319-331. ISSN 0266-6669, DOI https://doi.org/10.1177/02666669221118922.
Shaikh, Farhan Bashir and Ayyasamy, Ramesh Kumar and Balakrishnan, Vimala and Rehman, Mobashar and Kalhoro, Shadab (2024) Cyberbullying attitude, intention and behaviour among Malaysian tertiary students - A two stage SEM- ANN approach. Education and Information Technologies, 29 (5). pp. 6293-6317. ISSN 1360-2357, DOI https://doi.org/10.1007/s10639-023-12064-1.
Balakrishnan, Vimala and Eesan, Meesha Lini (2024) Enablers and disablers for contactless payment acceptance among Malaysian adults. Humanities & Social Sciences Communications, 11 (1). p. 534. ISSN 2662-9992, DOI https://doi.org/10.1057/s41599-024-03057-7.
Govindan, Vithyatheri and Balakrishnan, Vimala (2024) INVESTIGATING THE IMPORTANCE OF HYPERBOLES TO DETECT SARCASM USING MACHINE LEARNING TECHNIQUES. Malaysian Journal of Computer Science, 37 (1). pp. 71-88. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol37no1.3.
Balakrishnan, Vimala and Ramanathan, Ghayathri and Zhou, Siyi and Wong, Chee Kuan (2024) Optimized support vector regression predicting treatment duration among tuberculosis patients in Malaysia. Multimedia Tools and Applications, 83 (4). 11831 – 11844. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-023-16028-y.
Balakrishnan, Vimala and Kehrabi, Yousra and Ramanathan, Ghayathri and Paul, Scott Arjay and Tiong, Chiong Kian (2023) Machine learning approaches in diagnosing tuberculosis through biomarkers-A systematic review. Progress in Biophysics and Molecular Biology, 179. pp. 16-25. ISSN 00796107, DOI https://doi.org/10.1016/j.pbiomolbio.2023.03.001.
Balakrishnan, Vimala and Yong, Kok Khuen and Tiong, Chiong Kian and Ng, Nicholas Jian Shen and Ni, Zhao (2023) A scoping review of knowledge, awareness, perceptions, attitudes, and risky behaviors of sexually transmitted infections in Southeast Asia. Healthcare, 11 (8). ISSN 2227-9032, DOI https://doi.org/10.3390/healthcare11081093.
Balakrishnan, Vimala and Hii, Lee Zing and Laporte, Eric (2023) Covid-19 infodemic: Understanding content features in detecting fake news using a machine learning approach. Malaysian Journal of Computer Science, 36 (1). pp. 1-13. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol36no1.1.
Balakrishnan, Vimala and Shi, Zhongliang and Law, Chuan Liang and Lim, Regine and Teh, Lee Leng and Fan, Yue and Periasamy, Jeyarani (2022) A comprehensive analysis of transformer-deep neural network models in Twitter disaster detection. Mathematics, 10 (24). ISSN 2227-7390, DOI https://doi.org/10.3390/math10244664.
Govindan, Vithyatheri and Balakrishnan, Vimala (2022) A machine learning approach in analysing the effect of hyperboles using negative sentiment tweets for sarcasm detection. Journal of King Saud University - Computer and Information Sciences, 34 (8, A). pp. 5110-5120. ISSN 1319-1578, DOI https://doi.org/10.1016/j.jksuci.2022.01.008.
Balakrishnan, Vimala and Ng, Wei Zhen and Soo, Mun Chong and Han, Gan Joo and Lee, Choon Jiat (2022) Infodemic and fake news: A comprehensive overview of its global magnitude during the COVID-19 pandemic in 2021: a scoping review. International Journal of Disaster Risk Reduction, 78. ISSN 2212-4209, DOI https://doi.org/10.1016/j.ijdrr.2022.103144.
Kaur, Wandeep and Balakrishnan, Vimala and Chen, Yoke Yong and Periasamy, Jeyarani (2022) Mental health risk factors and coping strategies among students in Asia Pacific during COVID-19 pandemic: A scoping review. International Journal of Environmental Research and Public Health, 19 (15). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph19158894.
Balakrishnan, Vimala (2022) COVID-19 and fake news dissemination among Malaysians: Motives and its sociodemographic correlates. International Journal of Disaster Risk Reduction, 73. ISSN 2212-4209, DOI https://doi.org/10.1016/j.ijdrr.2022.102900.
Balakrishnan, Vimala and Shi, Zhongliang and Law, Chuan Liang and Lim, Regine and Teh, Lee Leng and Fan, Yue (2022) A deep learning approach in predicting products' sentiment ratings: A comparative analysis. Journal of Supercomputing, 78 (5). pp. 7206-7226. ISSN 0920-8542, DOI https://doi.org/10.1007/s11227-021-04169-6.
Balakrishnan, Vimala and Ng, Kee Seong and Kaur, Wandeep and Govaichelvan, Kumanan and Lee, Zhen Lek (2022) COVID-19 depression and its risk factors in Asia Pacific - A systematic review and meta-analysis. Journal of Affective Disorders, 298 (B). pp. 47-56. ISSN 0165-0327, DOI https://doi.org/10.1016/j.jad.2021.11.048.
Kaur, Wandeep and Balakrishnan, Vimala and Wong, Kok-Seng (2022) Improving multi-label text classification using weighted information gain and co-trained Multinomial Naive Bayes classifier. Malaysian Journal of Computer Science, 35 (1). pp. 21-36. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol35no1.2.
Balakrishnan, Vimala and Ng, Kee Seong and Arabnia, Hamid R. (2022) Unravelling social media racial discriminations through a semi-supervised approach. Telematics and Informatics, 67. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2021.101752.
Balakrishnan, Vimala and Ng, Kee Seong and Rahim, Hajar Abdul (2021) To share or not to share: The underlying motives of sharing fake news amidst the COVID-19 pandemic in Malaysia. Technology in Society, 66. ISSN 0160-791X, DOI https://doi.org/10.1016/j.techsoc.2021.101676.
Balakrishnan, Vimala and Mohamad Nor, Azmawaty and Zainal, Nor Zuraida (2021) COVID-19 nationwide lockdown and it's emotional stressors among Malaysian women. Asia Pacific Journal of Social Work and Development, 31 (3). pp. 236-250. ISSN 0218-5385, DOI https://doi.org/10.1080/02185385.2021.1886976.
Balakrishnan, Vimala and Shuib, Nor Liyana Mohd (2021) Drivers and inhibitors for digital payment adoption using the cashless society readiness-adoption model in Malaysia. Technology in Society, 65. ISSN 0160-791X, DOI https://doi.org/10.1016/j.techsoc.2021.101554.
Balakrishnan, Vimala and Lok, Pik Yin and Abdul Rahim, Hajar (2021) A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews. The Journal of Supercomputing, 77 (4). pp. 3795-3810. ISSN 0920-8542, DOI https://doi.org/10.1007/s11227-020-03412-w.
Morelli, Mara and Urbini, Flavio and Bianchi, Dora and Baiocco, Roberto and Cattelino, Elena and Laghi, Fiorenzo and Sorokowski, Piotr and Misiak, Michal and Dziekan, Martyna and Hudson, Heather and Marshall, Alexandra and Nguyen, Thanh Truc T. and Mark, Lauren and Kopecky, Kamil and Szotkowski, Rene and Toplu Demirtas, Ezgi and Van Ouytsel, Joris and Ponnet, Koen and Walrave, Michel and Zhu, Tingshao and Chen, Ya and Zhao, Nan and Liu, Xiaoqian and Voiskounsky, Alexander and Bogacheva, Nataliya and Ioannou, Maria and Synnott, John and Tzani-Pepelasi, Kalliopi and Balakrishnan, Vimala and Okumu, Moses and Small, Eusebius and Pavlova Nikolova, Silviya and Drouin, Michelle and Chirumbolo, Antonio (2021) The relationship between dark triad personality traits and sexting behaviors among adolescents and young adults across 11 countries. International Journal of Environmental Research and Public Health, 18 (5). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph18052526.
Abd Rauf, Athira Amira and Ismail, Maizatul Akmar and Balakrishnan, Vimala and Loh, Sau Cheong and Admodisastro, Novia Indriaty and Haruna, Khalid (2021) Analysis of support for parents in raising children with dyslexia. Journal of Family Issues, 42 (2). pp. 276-292. ISSN 0192-513X, DOI https://doi.org/10.1177/0192513X20948925.
Balakrishnan, Vimala and Kaity, Mohammed and Rahim, Hajar Abdul and Ismail, Nazari (2021) Social media analytics using sentiment and content analyses on the 2018 Malaysia's general election. Malaysian Journal of Computer Science, 34 (2). pp. 171-183. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol34no2.3.
Kaity, Mohammed and Balakrishnan, Vimala (2020) An integrated semi-automated framework for domain-based polarity words extraction from an unannotated non-English corpus. Journal of Supercomputing, 76 (12). pp. 9772-9799. ISSN 0920-8542, DOI https://doi.org/10.1007/s11227-020-03222-0.
Mehmood, Yasir and Balakrishnan, Vimala (2020) An enhanced lexicon-based approach for sentiment analysis: a case study on illegal immigration. Online Information Review, 44 (5). pp. 1097-1117. ISSN 1468-4527, DOI https://doi.org/10.1108/OIR-10-2018-0295.
Arabi, Hossein and Balakrishnan, Vimala and Mohd Shuib, Nor Liyana (2020) A context-aware personalized hybrid book recommender system. Journal of Web Engineering, 19 (3-4). pp. 405-427. ISSN 15409589, DOI https://doi.org/10.13052/jwe1540-9589.19343.
Rajagopal, Prabha and Ravana, Sri Devi and Koh, Yun Sing and Balakrishnan, Vimala (2019) Evaluating the effectiveness of information retrieval systems using effort-based relevance judgment. Aslib Journal of Information Management, 71 (1). pp. 2-17. ISSN 2050-3806, DOI https://doi.org/10.1108/AJIM-04-2018-0086.
Afini Normadhi, Nur Baiti and Shuib, Liyana and Md Nasir, Mohd Hairul Nizam and Bimba, Andrew and Idris, Norisma and Balakrishnan, Vimala (2019) Identification of personal traits in adaptive learning environment: Systematic literature review. Computers & Education, 130. pp. 168-190. ISSN 0360-1315, DOI https://doi.org/10.1016/j.compedu.2018.11.005.
Kaur, Wandeep and Balakrishnan, Vimala and Rana, Omer and Sinniah, Ajantha (2019) Liking, sharing, commenting and reacting on Facebook: User behaviors’ impact on sentiment intensity. Telematics and Informatics, 39. pp. 25-36. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2018.12.005.
Kaity, Mohammed and Balakrishnan, Vimala (2019) An automatic non-English sentiment lexicon builder using unannotated corpus. The Journal of Supercomputing, 75 (4). pp. 2243-2268. ISSN 0920-8542, DOI https://doi.org/10.1007/s11227-019-02755-3.
Balakrishnan, Vimala (2018) Actions, emotional reactions and cyberbullying – From the lens of bullies, victims, bully-victims and bystanders among Malaysian young adults. Telematics and Informatics, 35 (5). pp. 1190-1200. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2018.02.002.
Balakrishnan, Vimala and Arabi, Hossein (2018) HyPeRM: A hybrid personality-aware recommender for movie. Malaysian Journal of Computer Science, 31 (1). pp. 48-62. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol31no1.4.
Kaur, Wandeep and Balakrishnan, Vimala (2018) Improving sentiment scoring mechanism: a case study on airline services. Industrial Management & Data Systems, 118 (8). pp. 1578-1596. ISSN 0263-5577, DOI https://doi.org/10.1108/IMDS-07-2017-0300.
Humaidi, Norshima and Balakrishnan, Vimala (2018) Indirect effect of management support on users’ compliance behaviour towards information security policies. Health Information Management Journal, 47 (1). pp. 17-27. ISSN 1833-3583, DOI https://doi.org/10.1177/1833358317700255.
Balakrishnan, Vimala and Fernandez, Terence (2018) Self-esteem, empathy and their impacts on cyberbullying among young adults. Telematics and Informatics, 35 (7). pp. 2028-2037. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2018.07.006.
Balakrishnan, Vimala (2017) Unraveling the underlying factors SCulPT-ing cyberbullying behaviours among Malaysian young adults. Computers in Human Behavior, 75. pp. 194-205. ISSN 0747-5632, DOI https://doi.org/10.1016/j.chb.2017.04.062.
Balakrishnan, Vimala and Humaidi, N. and Lloyd-Yemoh, E. (2016) Improving document relevancy using integrated language modeling techniques. Malaysian Journal of Computer Science, 29 (1). pp. 45-55. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol29no1.4.
Balakrishnan, Vimala and Ahmadi, K. and Ravana, S.D. (2016) Improving retrieval relevance using users’ explicit feedback. Aslib Journal of Information Management, 68 (1). pp. 76-98. ISSN 2050-3806, DOI https://doi.org/10.1108/AJIM-07-2015-0106.
Balakrishnan, Vimala and Mehmood, Y. and Nagappan, Y. (2016) Moving beyond text highlights: Inferring users’ interests to improve the relevance of retrieval. Information Research, 21 (4). p. 724. ISSN 1368-1613,
Balakrishnan, Vimala and Gan, C.L. (2016) Students' learning styles and their effects on the use of social media technology for learning. Telematics and Informatics, 33 (3). pp. 808-821. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2015.12.004.
Balakrishnan, Vimala and Gan, C.L. (2016) Students’ learning styles and their effects on the use of social media technology for learning. Telematics and Informatics, 33 (3). pp. 808-821. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2015.12.004.
Lim, Bee Huang and Balakrishnan, Vimala and Raj, Ram Gopal (2012) Improving the relevancy of document search using the multi-term adjacency keyword-order model. Malaysian Journal of Computer Science, 25 (1). pp. 1-10. ISSN 0127-9084,
Balakrishnan, Vimala and Raj, Ram Gopal (2011) Exploring the relationship between urbanized Malaysian youth and their mobile phones: a quantitative approach. Telematics and Informatics, 29 (3). pp. 263-272. ISSN 0736-5853, DOI https://doi.org/10.1016/j.tele.2011.11.001.
Raj, Ram Gopal and Balakrishnan, Vimala (2011) A model for determining the degree of contradictions in information. Malaysian Journal of Computer Science, 24 (3). pp. 160-167. ISSN 0127-9084,
Balakrishnan, Vimala and Sim, Foo Guan and Raj, Ram Gopal (2011) A one-mode-for-all predictor for text messaging. Maejo International Journal of Science and Technology, 5 (2). pp. 266-278. ISSN 1905-7873,
Balakrishnan, Vimala (2017) Collaborative learning via CiA - collaborators in action. In: Learning Innovation and Teaching Enhancement Research Conference (UM-LiTeR) 2017, 15-16 March 2017, Pullman Hotel Kuala Lumpur, Bangsar.
Balakrishnan, Vimala (2014) Learning via a social media enabled tool: Do learning styles make a difference? In: International Conference on Distance Learning and Education, 08-09 Oct 2014, Switzerland.
Balakrishnan, Vimala and Lloyd-Yemoh, Ethel (2014) Stemming and lemmatization: A comparison of retrieval performances. In: Proceedings of SCEI Seoul Conferences, 10-11 Apr 2014, Seoul, Korea.
Balakrishnan, Vimala and Govindan, Vithyatheri (2011) An intelligent diagnostic system for diabetes using rule based reasoning and object-oriented methodology. In: IADIS Multi Conference on Computer Science and Information Systems, 24-26 Jul 2011, Rome, Italy.
