Data Science Innovations for Healthcare, Real Estate, and Smart City Analytics

List of Publication

Bil Title Corresponding Authors
1 A Genetic Algorithm based Domain Adaptation Framework for Classification of Disaster Topic Text Tweets Dwarakanath L., Kamsin A., Shuib L.,
2 Predicting Return to Work after Cardiac Rehabilitation using Machine Learning Models Yuan C.J., Varathan K.D., Suhaimi A., Ling L.W.,
3 Understanding Content Features In Detecting Fake News Using A Machine Learning Approach Balakrishnan V.; Zing H.L.;
4 Machine learning approaches in diagnosing tuberculosis through biomarkers - A systematic review Balakrishnan V., Ramanathan G., Tiong C.K.,
5 Machine learning approaches in diagnosing tuberculosis through biomarkers-A systematic review Balakrishnan, V; Ramanathan, G; Tiong, CK;
6 A Scoping Review of Knowledge, Awareness, Perceptions, Attitudes, and Risky Behaviors of Sexually Transmitted Infections in Southeast Asia Balakrishnan, Vimala; Yong, Kok Khuen; Tiong, Chiong Kian; Ng, Nicholas Jian Shen; Ni, Zhao
7 Tamil Offensive Language Detection: Supervised versus Unsupervised Learning Approaches Balakrishnan, V (Balakrishnan, Vimala) [1] ; Govindan, V (Govindan, Vithyatheri) [1] ; Govaichelvan, KN (Govaichelvan, Kumanan N.) [1]
8 XML Clustering Framework Based On Document Content And Structure In A Heterogeneous Digital Library Samadi, Nafisse; Ravana, Sri Devi
9 Identifying determinants of big data adoption in the higher education sector using a multi-analytical SEM-ANN approach Baig, Maria Ijaz; Yadegaridehkordi, Elaheh; Shuib, Liyana; Sallehuddin, Hasimi
10 Cyberbullying Detection in Social Networks: A Comparison Between Machine Learning and Transfer Learning Approaches Teng, TH (Teng, Teoh Hwai) [1] ; Varathan, KD (Varathan, Kasturi Dewi) [1]
11 Optimized support vector regression predicting treatment duration among tuberculosis patients in Malaysia Balakrishnan, V (Balakrishnan, Vimala) [1] ; Ramanathan, G (Ramanathan, Ghayathri) [1] ; Zhou, SY (Zhou, Siyi) [1] ; Wong, CK (Wong, Chee Kuan) [2]
12 Advancing Process Audits With Process Mining: A Systematic Review of Trends, Challenges, and Opportunities Imran, Mohammad; Hamid, Suraya; Ismail, Maizatul Akmar
13 A Trace Clustering Framework For Improving The Behavioral And Structural Quality Of Process Models In Process Mining Imran, Mohammad; Ismail, Maizatul Akmar; Hamid, Suraya
14 Hybrid Feature Extraction for Multi-Label Emotion Classification in English Text Messages Ahanin, Zahra; Ismail, Maizatul Akmar; Singh, Narinderjit Singh Sawaran; AL-Ashmori, Ammar; Syafrudin, Muhammad; Alfian, Ganjar; Fitriyani, Norma Latif; Anshari, Muhammad
15 An Automated Precise Authentication of Vehicles for Enhancing the Visual Security Protocols Roy, Kumarmangal; Ahmad, Muneer; Ghani, Norjihan Abdul; Uddin, Jia; Shin, Jungpil
16 Influence of big data adoption on sustainable marketing and operation of SMEs: a hybrid approach of SEM-ANN Baig M.I.; Nizam Bin Md Nasir M.H.;
17 Machine learning approach for detecting and combating bring your own device (BYOD) security threats and attacks: a systematic mapping review Eke C.I.; Norman A.A.;
18 Understanding Women's Knowledge, Awareness, and Perceptions of STIs/STDs in Asia: A Scoping Review Kaur, W (Kaur, Wandeep) [1] ; Balakrishnan, V (Balakrishnan, Vimala) [2] ; Wei, INZ (Wei, Ian Ng Zhi) [3] ; Chen, AYY (Chen, Annabel Yeo Yung) [3] ; Ni, Z (Ni, Zhao) [4]
19 Mapping smart farming: Addressing agricultural challenges in data-driven era Huo, Dongyang; Malik, Asad Waqar; Ravana, Sri Devi; Rahman, Anis Ur; Ahmedy, Ismail
20 Methodical Evaluation Of Healthcare Intelligence For Human Life Disease Detection Abdul Ghani, N., Iqbal, U., Hamid, S., Jaafar, Z., Yusop, F. D., & Ahmad, M.
21 Features, techniques and evaluation in predicting articles' citations: a review from years 2010-2023 Aiza, WSN (Aiza, Wan Siti Nur) [1] , [3] ; Shuib, L (Shuib, Liyana) [1] ; Idris, N (Idris, Norisma) [2] ; Normadhi, NBA (Normadhi, Nur Baiti Afini) [1]
22 Fatal structure fire classification from building fire data using machine learning Balakrishnan, V (Balakrishnan, Vimala) [1] ; Hashim, ANM (Hashim, Aainaa Nadia Mohammed) [2] ; Lee, VC (Lee, Voon Chung) [3] ; Lee, VH (Lee, Voon Hee) [4] ; Lee, YQ (Lee, Ying Qiu) [1]