Article

Lau, Terry Shue Chien and Kamel Ariffin, Muhammad Rezal and Yip, Sook Chin and Chin, Ji Jian and Ting, Choo Yee (2024) Cryptanalysis of the SHMW signature scheme. Heliyon, 10 (2). e24185. ISSN 2405-8440

Haque, Radiah and Quek, Albert and Ting, Choo Yee and Goh, Hui Ngo and Hasan, Md Rakibul (2024) Classification Techniques Using Machine Learning for Graduate Student Employability Predictions. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 14 (1). pp. 45-56. ISSN 2088-5334

Zainudin, Nur Sara and Ting, Choo Yee and Khor, Kok Chin and Ng, Keng Hoong and Tong, Gee Kok and Kalid, Suraya Nurain (2024) Clustering Defensive Shariah-compliant Stocks Using Financial Performance as the Indicator. JOIV : International Journal on Informatics Visualization, 8 (1). p. 115. ISSN 2549-9610

Law, Theng Jia and Ting, Choo Yee and Zakariah, Helmi (2024) Detecting Need-Attention Patients using Machine Learning. JOIV : International Journal on Informatics Visualization, 8 (2). p. 803. ISSN 2549-9610

Bhattacharijee, Arpita and Ting, Choo Yee and Ghauth, Khairil Imran and Peng, Loh Yuen and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Suvon, Injamul Haque and Matsah, Wan Razali (2024) Optimizing Retail Recommendation via Similarity Measures and Machine Learning Approach. JOIV : International Journal on Informatics Visualization, 8 (3). pp. 1192-1202. ISSN 2549-9610

Yusof, Siti Nabilah and Kamel Ariffin, Muhammad Rezal and Yip, Sook Chin and Lau, Terry Shue Chien and Mahad, Zahari and Chin, Ji Jian and Ting, Choo Yee (2024) A failure in decryption process for bivariate polynomial reconstruction problem cryptosystem. Heliyon, 10 (4). e25470. ISSN 2405-8440

Baha Raja, Dhesi and Abdul Taib, Nur Asheila and Teo, Alvin Kuo Jing and Jayaraj, Vivek Jason and Ting, Choo Yee (2023) Vaccines alone are no silver bullets: a modeling study on the impact of efficient contact tracing on COVID-19 infection and transmission in Malaysia. International Health, 15 (1). pp. 1-10. ISSN 1876-3413

Suvon, Injamul Haque and Loh, Yuen Peng and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Ting, Choo Yee and Ghauth, Khairil Imran and Bhattacharijee, Arpita and Matsah, Wan Razali (2023) Business Category Classification via Indistinctive Satellite Image Analysis Using Deep Learning. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (6). pp. 2219-2230. ISSN 2088-5334

Chin, Wei Song and Ting, Choo Yee and Cham, Chin Leei (2023) No-Show Passenger Prediction for Flights. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2056. ISSN 2549-9610

Zainudin, Nur Sara and Ng, Keng Hoong and Ting, Choo Yee and Khor, Kok Chin and Tong, Gee Kok and Kalid, Suraya Nurain (2023) Portfolio Construction of Good Defensive Malaysian Shariah-Compliant Stocks Using Data Mining Techniques. Journal of System and Management Sciences, 13 (5). ISSN 1816-6075, 1818-0523

Lokman, Amar and Ramasamy, R. Kanesaraj and Ting, Choo Yee (2023) Scheduling and Predictive Maintenance for Smart Toilet. IEEE Access, 11. pp. 17983-17999. ISSN 2169-3536

Abdul Taib, Nur Asheila and Baha Raja, Dhesi and Teo, Alvin Kuo Jing and Kamarulzaman, Adeeba and William, Timothy and HS, Arvinder-Singh and Mokhtar, Siti Aisah and Ting, Choo Yee and Yap, Wei Aun and Kim, Michelle Chan Yoon and Edwin Amir, Lidwina (2022) Characterisation of COVID-19 deaths by vaccination types and status in Malaysia between February and September 2021. The Lancet Regional Health - Western Pacific, 18. p. 100354. ISSN 2666-6065

Abdul Taib, Nur Asheila and Raja, Dhesi Baha and Teo, Alvin Kuo Jing and Kamarulzaman, Adeeba and William, Timothy and HS, Arvinder-Singh and Mokhtar, Siti Aisah and Ting, Choo Yee and Yap, Wei Aun and Chan, Michelle Yoon Kim and Amir, Lidwina Edwin (2022) Comparison of vaccine efficacy must be based on good clinical data–Authors’ reply. The Lancet Regional Health - Western Pacific, 20. p. 100413. ISSN 2666-6065

Haque, Radiah and Ting, Choo Yee and Ee, Yeo Keat and Ng, Keng Hoong and Shaaban, Mohamed Najib and Pee, Chih Yang and Wong, Lai Kuan and Baha Raja, Dhesi (2022) Geospatial Features Influencing the Formation of COVID-19 Clusters. Journal of System and Management Sciences, 12 (5). pp. 1-20. ISSN 1816-6075, 1818-0523

Che Yayah, Fauzy and Ghauth, Khairil Imran and Ting, Choo Yee (2022) The Performance of Classification Method in Telco Customer Trouble Ticket Dataset. IAENG International Journal of Computer Science, 49 (2). pp. 1-10. ISSN 1819-9224

Ting, Choo Yee and Zakariah, Helmi and Mohd Yusri, Yasmin Zulaikha (2022) Probabilistic Risk Assessment of COVID-19 Patients at COVID-19 Assessment Centre. International Journal of Technology, 13 (6). p. 1193. ISSN 2086-9614

Abbas, Abdallah M. H. and Ghauth, Khairil Imran and Ting, Choo Yee (2022) User Experience Design Using Machine Learning: A Systematic Review. IEEE Access, 10. pp. 51501-51514. ISSN 2169-3536

Ting, Choo Yee and Zakariah, Helmi and Kamaludin, Fadzilah and Cheng, Darryl Lin Wei and Tan, Nicholas Yu Zhe and Yee, Hui Jia (2021) Geospatial Analytics for COVID-19 Active Case Detection. Computers, Materials and Continua, 67 (1). pp. 835-848. ISSN 1546-2218, 1546-2226

Che Yayah, Fauzy and Ghauth, Khairil Imran and Ting, Choo Yee (2021) Parallel classification and optimization of telco trouble ticket dataset. TELKOMNIKA (Telecommunication Computing Electronics and Control), 19 (3). pp. 872-885. ISSN 1693-6930

Che Yayah, Fauzy and Ghauth, Khairil Imran and Ting, Choo Yee (2021) The automated machine learning classification approach on telco trouble ticket dataset. Journal of Engineering Science and Technology., 16 (5). pp. 4263-4282. ISSN 1823-4690

Ting, Choo Yee and Yee, Hui Jia and Ho, Chiung Ching (2020) Geospatial Insights for Retail Recommendation Using Similarity Measures. Big Data, 8 (6). pp. 519-527. ISSN 2167-6461

Ting, Choo Yee and Ho, Chiung Ching and Lim, Wei Lun (2020) Sentiment Analysis by Fusing Text and Location Features of Geo-Tagged Tweets. IEEE Access, 8. pp. 181014-181027. ISSN 2169-3536

Alauddin, Md and Ting, Choo Yee (2020) Digital Click Stream Data for Airline Seat Sale Prediction using GBT. International Journal of Engineering Trends and Technology. pp. 24-31. ISSN 2231-5381

Low, Jia Ming and Tan, Ian Kim Teck and Ting, Choo Yee (2019) Recent Developments in Recommender Systems. Lecture Notes in Computer Science, 11909. pp. 38-51. ISSN 0302-9743

Che Yayah, Fauzy and Ting, Choo Yee and Ghauth, Khairil Imran (2018) Application of NLP on Big Data Using Hadoop: Case Study Using Trouble Tickets. Advanced Science Letters, 24 (10). 7696-7702(7). ISSN 1936-6612

Ting, Choo Yee and Ho, Chiung Ching and Yee, Hui Jia and Matsah, Wan Razali (2018) Geospatial Analytics in Retail Site Selection and Sales Prediction. Big Data, 6 (1). pp. 42-52. ISSN 2167-6461

Ting, Choo Yee and Sam, Yok Cheng and Wong, Chee Onn (2013) Model of conceptual change for INQPRO: A Bayesian Network approach. Computers & Education, 65. pp. 77-91. ISSN 0360-1315

Khor, Kok Chin and Ting, Choo Yee and Somnuk, Phon Amnuaisuk (2012) A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection. Applied Intelligence, 36 (2). pp. 320-329. ISSN 0924-669X

Ting, Choo Yee and Phon-Amnuaisuk, Somnuk and Chong, Yen Kuan (2008) Modeling and intervening across time in scientific inquiry exploratory learning environment. Educational Technology & Society, 11 (3). pp. 239-258. ISSN 1436-4522, 1176-3647

Book Section

Tan, Nicholas Yu Zhe and Ting, Choo Yee and Ho, Chuing Ching (2020) Location Analytics for Churn Service Type Prediction. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 709-718. ISBN 9789811500572

Ting, Choo Yee and Tan, Nicholas Yu Zhe and Hashim, Hanis Hizal and Ho, Chiung Ching and Shabadin, Akmalia (2020) Malaysian Road Accident Severity: Variables and Predictive Models. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 699-708. ISBN 9789811500572

Lim, Wei Lun and Ho, Chiung Ching and Ting, Choo Yee (2020) Tweet sentiment analysis using deep learning with nearby locations as features. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 291-299. ISBN 9789811500572

Ting, Choo Yee and Ho, Chiung Ching and Yap, Jeremy (2019) Aggregating Multiple Decision Makers’ Judgement. In: Intelligent and Interactive Computing. Springer Link, Lecture Notes in Networks and Systems, pp. 13-21. ISBN 978-981-13-6031-2

Ting, Choo Yee and Sam, Yok Cheng and Khor, Kok Chin and Ho, Chiung Ching (2014) Roles of affect in conceptual change modeling. In: 2014 Sixth International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC). IEEE, pp. 114-118. ISBN 978-1-4799-4956-4

Khor, Kok Chin and Ting, Choo Yee (2014) The effectiveness of sampling methods for the imbalanced network intrusion detection data set. In: Recent Advances on Soft Computing and Data Mining. Advances in Intelligent Systems and Computing . Springer International Publishing, pp. 613-622. ISBN 978-3-319-07692-8

Ting, Choo Yee and Ho, Chiung Ching and Cheah, Wei Nam (2013) Student engagement modeling using Bayesian Networks. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics. IEEE, pp. 2939-2944. ISBN 978-1-4799-0652-9

Poo, Kuan Hoong and Tan, Ian Kim Teck and Ting, Choo Yee and Ong, Kok Chien (2012) Road traffic prediction using Bayesian networks. In: IET International Conference on Wireless Communications and Applications (ICWCA 2012). IEEE, pp. 1-5. ISBN 978-1-84919-550-8

Ting, Choo Yee and Ling, Siew Woei and Tan, Phit Huan (2009) Learning difficulties in programming courses: Undergraduates' perspective and perception. In: 2009 International Conference on Computer Technology and Development. IEEE Xplore, pp. 42-46. ISBN 978-0-7695-3892-1

Ting, Choo Yee and Chong, Yen Kuan (2006) Conceptual change modeling using Dynamic Bayesian network. In: Intelligent Tutoring Systems. Lecture Notes in Computer Science, 4053 . Springer Berlin Heidelberg, pp. 95-103. ISBN 978-3-540-35160-3

Ting, Choo Yee and Beik Zadeh, M. Reza and Chong, Yen Kuan (2006) A decision-theoretic approach to scientific inquiry exploratory learning environment. In: Intelligent Tutoring Systems. Lecture Notes in Computer Science, 4053 . Springer Berlin Heidelberg, pp. 85-94. ISBN 978-3-540-35160-3

Conference or Workshop Item

Law, Theng Jia and Ting, Choo Yee and Goh, Hui Ngo and Ng, Hu and Quek, Albert (2024) Factors of Pre-University Study in Influencing Graduate on Time. In: 2024 16th International Conference on Advanced Computational Intelligence (ICACI), 16-19 May 2024, Zhangjiajie, China.

Haque, Radiah and Goh, Hui Ngo and Ting, Choo Yee and Quek, Albert and Hasan, Md Rakibul (2024) Imbalanced Data Classification Using Oversampling and Automatic Feature Selection Methods for Undergraduate Student Career Prediction. In: 2024 13th International Conference on Educational and Information Technology (ICEIT), 22-24 March 2024, Chengdu, China.

Law, Theng Jia and Ting, Choo Yee and Ng, Hu and Goh, Hui Ngo and Albert, Quek (2024) A Multilingual BERT Embeddings Approach in Identifying Factors Influencing Employability Among Pre-University Students. In: 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 26-28 August 2024, Kota Kinabalu, Malaysia.

Ahmad, Intan Khairina Adlina and Ting, Choo Yee and Goh, Hui Ngo and Quek, Albert and Cham, Chin Leei (2024) Predicting graduate-on-time using machine learning. In: 3rd International Conference on Computer, Information Technology, and Intelligent Computing (CITIC2023), 26–28 July 2023, Virtual Conference.

Neoh, Hoo Thye and Ng, Kok Why and Ting, Choo Yee (2022) Interpreting Machine Learning Model for Generic Needs on Marital Satisfaction. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Cheng, Darryl Lin Wei and Ting, Choo Yee and Ho, Chiung Ching (2022) Machine Learning Algorithm for Medical Diagnosis of Non-Communicable Diseases. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Bhattacharijee, Arpita and Ting, Choo Yee and Ghauth, Khairil Imran (2022) Retail Site Recommendation: AI Approach for Location Analytics. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ho, Chiung Ching and Yap, Jeremy and Ting, Choo Yee (2018) Analytic hierarchy process (AHP) for business site selection. In: AIP Conference Proceedings 2016, 2016.

Ting, Choo Yee and Ho, Chiung Ching and Yee, Hui Jia (2018) Optimal geospatial features for sales analytics. In: AIP Conference Proceedings 2016, 2016.

Yee, Hui Jia and Ting, Choo Yee and Ho, Chiung Ching (2018) Human elicited features in retail site analytics. In: 9th IGRSM International Conference and Exhibition on Geospatial & Remote Sensing (IGRSM 2018), 24–25 April 2018,, Kuala Lumpur, Malaysia.

Kalid, Suraya Nurain and Khor, Kok Chin and Ng, Keng Hoong and Ting, Choo Yee (2014) Effective classification for unbalanced bank direct marketing data with over-sampling. In: Knowledge Management International Conference (KMICe) 2014, 12 - 15 August 2014, Langkawi, Malaysia.

Ho, Chiung Ching and Ting, Choo Yee (2013) A conceptual framework for smart mobile honeypots. In: CyberSecurity for the next generation International Student Conference, 2013.

Thesis

Ting, Choo Yee (2008) Decision-Theoretic Approach To Designing Scientific Inquiry Based Learning Environment. PhD thesis, Multimedia University.