Article

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

Mak, Yen Wei and Goh, Hui Ngo and Lim, Amy Hui Lan (2024) Forum Text Processing and Summarization. JOIV : International Journal on Informatics Visualization, 8 (1). p. 425. ISSN 2549-9610

Al-Hashedi, Mohammed and Soon, Lay Ki and Goh, Hui Ngo and Lim, Amy Hui Lan and Siew, Eu Gene (2023) Cyberbullying Detection Based on Emotion. IEEE Access, 11. pp. 53907-53918. ISSN 2169-3536

Too, Seng Wei and See, John Su Yang and Quek, Albert and Goh, Hui Ngo (2023) EmoStory: Emotion Prediction and Mapping in Narrative Stories. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2048. ISSN 2549-9610

Tey, Wei Long and Goh, Hui Ngo and Lim, Amy Hui Lan and Phang, Cheng Kar (2023) Pre- and Post-Depressive Detection using Deep Learning and Textual-based Features. International Journal of Technology, 14 (6). p. 1334. ISSN 2086-9614

Ahmad Sabri, Lokman Hakim and Lim, Amy Hui Lan and Goh, Hui Ngo (2022) Click Analysis: How E-commerce Companies Benefit from Exploratory and Association Rule Mining. Journal of System and Management Sciences, 12 (5). pp. 36-56. ISSN 1816-6075, 1818-0523

Suhaimi, Muhd Syazwan Aqrimi and Lim, Amy Hui Lan and Goh, Hui Ngo (2022) Detecting At-Risk and Withdrawal Students in STEM and Social Science Courses using Predictive and Association Rules Mining. Journal of System and Management Sciences, 12 (6). pp. 147-162. ISSN 1816-6075, 1818-0523

Ho, Ian H. J. and Goh, Hui Ngo and Tan, Yi Fei (2022) Preprocessing Impact on Sentiment Analysis Performance on Malay Social Media Text. Journal of System and Management Sciences, 12 (5). pp. 73-90. ISSN 1816-6075, 1818-0523

Goh, Hui Ngo and Soon, Lay Ki and Haw, Su Cheng (2015) Automatic discovery of person-related named-entity in news articles based on verb analysis. Multimedia Tools and Applications, 74 (8). pp. 2587-2610. ISSN 1380-7501

Goh, Hui Ngo and Soon, Lay Ki and Haw, Su Cheng (2013) Automatic dominant character identification in fables based on verb analysis – Empirical study on the impact of anaphora resolution. Knowledge-Based Systems, 54. pp. 147-162. ISSN 0950-7051

Book Section

Ho, Ian H. J. and Goh, Hui Ngo and Tan, Yi Fei (2022) Inducing a Malay Lexicon from an Unlabelled Dataset Using Word Embeddings. In: Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence. Springer Link, pp. 382-394.

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.

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.

Goh, Kun Shun and Tan, Ian Kim Teck and Goh, Hui Ngo (2024) Towards automated financial market knowledge graph construction. In: 3rd International Conference on Computer, Information Technology, and Intelligent Computing (CITIC2023), 26–28 July 2023, Virtual Conference.

Mohamad Ali, Nurulhuda and Goh, Hui Ngo and Lim, Amy Hui Lan (2023) Construction of Part of Speech Tagger for Malay Language: A Review. In: 2023 5th International Conference on Natural Language Processing (ICNLP), 24-26 Mar 2023, Guangzhou, China.

Chong, Onn Keat and Goh, Hui Ngo and See, John Su Yang (2023) What Modality Matters? Exploiting Highly Relevant Features for Video Advertisement Insertion. In: 2023 IEEE International Conference on Image Processing (ICIP), 08-11 October 2023, Kuala Lumpur, Malaysia.

Chong, Onn Keat and See, John Su Yang and Goh, Hui Ngo (2022) Framework and Techniques for Dynamic Digital Advertisement Insertion. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Nagappan, Sidharrth and Goh, Hui Ngo and Lim, Amy Hui Lan (2022) Hybrid Deep Neural Networks for Industrial Text Scoring. In: International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 26-29 July 2021, Kuala Lumpur, Malaysia.

Tan, Aristotle and Goh, Hui Ngo and Wong, Lai Kuan (2021) Acquiring Input Features from Stock Market Summaries: A NLG Perspective. In: International Conference on Multi-disciplinary Trends in Artificial Intelligence, 2-3 July 2021, Virtual Conference.

Al Hashedi, Mohammed and Soon, Lay Ki and Goh, Hui Ngo (2019) Cyberbullying Detection Using Deep Learning and Word Embeddings: An Empirical Study. In: 2019 2nd International Conference on Computational Intelligence and Intelligent Systems, 23-25 Nov. 2019, Bangkok, Thailand.

Khong, Wai Howe and Soon, Lay Ki and Goh, Hui Ngo (2019) Hybrid Models for Aspects Extraction without Labelled Dataset. In: The Second Workshop on Fact Extraction and Verification (FEVER 2019), 3-7 Nov. 2019, Hong Kong.

Tan, Aristotle and Goh, Hui Ngo and Wong, Lai Kuan (2019) Remodeling Numerical Representation for Text Generation on Small Corpus. In: 2019 2nd International Conference on Machine Learning and Natural Language Processing, 18-22 Dec. 2019, Sanya, China.

Thesis

Goh, Hui Ngo (2013) Named entity recognition based on Verbs Associated with Human Activities (VAHA). PhD thesis, Multimedia University.