UTP Scholars: Ts. Dr Yew Kwang Hooi
02-03-018
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P:
Email: yewkwanghooi@utp.edu.my
As at November 2023
- Principal investigator, Investigation and Development of Knowledge Base for Automated Compliancy Monitoring of Degree Programme using Rule-set Model, grant : Universiti Teknologi PETRONAS STIRF Period: April 2010-April 2011, Value: RM7,368. Status: Completed.
- Principal investigator, "Safety analysis and accident prevention management of absorption separation system at high pressure and high carbon dioxide content natural gas (Theme: CO2 management)". YUTP Fundamental Research Grant (YUTP-FRG), Yayasan UTP Grant Value: RM 242,600 Period: Nov 2011-Nov 2013, cost center no: 15-8209-011. Status: Completed.
- Sun Certified Programmer for the Java Platform, SE 6.0 (065), awarded by Sun Microsystems Inc. (Now Oracle), May 17, 2010
- Microsoft-Iverson Certified .NET Programmer, MS2310c, MS2956, MS2957 2009
- 1 Years with Industry
- 20 Years with Academia (research, training & teaching)
- Introduction to Information and Communication Technology
- Structured Programming (C)
- Determining the Precursors of Cyberbullying among the Students of Malaysian Institutes of Higher Learning
- The Development of Customer Value Co-Creation Behavior Model in Malaysian Retail Industry
- Petronas Group Technology Services (GTS) Electrical Safety and Operability Review (ELSOR) Tool for plant safety audit. For Institute Technology PETRONAS Sdn Bhd Group Technology Services (GTS) Period: 10/8/2008-10/2/2010 (Phase 1); RM200,000 Cost Center 00136C-007 Role: Co-Principal Investigator Goal: tool conceptualization and development.
- Petronas Group Technology Services (GTS) PETRONAS Electrical Safety and Operability Review (PELSOR) Tool for plant safety audit-Usability & Features Enhancement For Institute Technology PETRONAS Sdn Bhd Group Technology Services (GTS) 10/2/2011-10/5/2011 (Phase 2) RM50,000 Role: Co-Principal Investigator Goal: tool usability and output enhancement.
- Machine Learning
- Ontology Engineering
- Natural Language Processing
- Information Retrieval (PETRONAS GTS P-ELSOR, PETRONAS i-CR)
- Software Engineering (HRDF trainer, Certified Requirements Engineering, Certified Tester Foundation Level, Certified Java Programmer)
- 2004, Degree of Technology (Hons) in Information Technology (minor in Finance)by Universiti Teknologi PETRONAS
- 2006, Master of Engineering in Computer Science by Cornell University
- 2019, PhD in Information Technology by Universiti Teknologi PETRONAS
Dr Yew is a senior lecturer and a program leader of postgraduate studies in Computer Information Sciences Department, Universiti Teknologi PETRONAS after working as a Software Engineer in International Business Machine (IBM) Malaysia. Dr Yew specializes in software engineering of Artificial Intelligence applications, data analytics, knowledge capture from digitization of domain artefacts. He has applied the specializations in digitalization, analytics and automation of documents and organizational processes especially in engineering audit such as infrastructure electrical safety review and civil construction constructability review. Currently, he is serving as a consulting author for Pelangi Publications and Praxis Publication Singapore. He has authored several Oxford-Fajar Malaysia ICT textbooks at undergraduate, matriculations, polytechnic and secondary school levels. Notable contribution is Computer Science Textbook for Form 4 Secondary school with the Malaysian Ministry of Education.
Amur, Z.H. and Hooi, Y.K. and Bhanbro, H. and Bhatti, M.N. and Soomro, G.M. (2023) Machine Learning Model for Automated Assessment of Short Subjective Answers. International Journal of Advanced Computer Science and Applications, 14 (8). pp. 104-112.
Bhanbhro, H. and Hooi, Y.K. and Zakaria, M.N.B. and Hassan, Z. and Pitafi, S. (2023) Single Line Electrical Drawings (SLED): A Multiclass Dataset Benchmarked by Deep Neural Networks. In: UNSPECIFIED.
Bhanbhro, H. and Hooi, Y.K. and Kusakunniran, W. and Amur, Z.H. (2023) Symbol Detection in a Multi-class Dataset Based on Single Line Diagrams using Deep Learning Models. International Journal of Advanced Computer Science and Applications, 14 (8). pp. 43-56.
Amur, Z.H. and Hooi, Y.K. and Soomro, G.M. and Bhanbhro, H. and Karyem, S. and Sohu, N. (2023) Unlocking the Potential of Keyword Extraction: The Need for Access to High-Quality Datasets. Applied Sciences (Switzerland), 13 (12).
Rosli, L.H. and Hooi, Y.K. and Bin, O.K. (2023) Unsupervised Document Binarization of Engineering Drawings via Multi Noise CycleGAN. International Journal of Advanced Computer Science and Applications, 14 (7). pp. 838-844.
Amur, Z.H. and Hooi, Y.K. and Soomro, G.M. (2022) Automatic Short Answer Grading (ASAG) using Attention-Based Deep Learning MODEL. In: UNSPECIFIED.
Rehman, A. and Hassan, M.F. and Hooi, Y.K. and Qureshi, M.A. and Shukla, S. and Susanto, E. and Rubab, S. and Abdel-Aty, A.-H. (2022) CTMF: Context-Aware Trust Management Framework for Internet of Vehicles. IEEE Access, 10. pp. 73685-73701. ISSN 21693536
Tsann, P.Y. and Hooi, Y.K. and Hassan, M.F.B. and Wooi, M.T.Y. (2022) EmbeddingROUGE: Malay News Headline Similarity Evaluation. In: UNSPECIFIED.
Bin, O.K. and Hooi, Y.K. and Kadir, S.J.A. and Fujita, H. and Rosli, L.H. (2022) Enhanced Symbol Recognition based on Advanced Data Augmentation for Engineering Diagrams. International Journal of Advanced Computer Science and Applications, 13 (5). pp. 537-546. ISSN 2158107X
Bhanbhro, H. and Hooi, Y.K. and Hassan, Z. (2022) Modern Approaches towards Object Detection of Complex Engineering Drawings. In: UNSPECIFIED.
Bhanbhro, H. and Hooi, Y.K. and Hassan, Z. and Sohu, N. (2022) Modern Deep Learning Approaches for Symbol Detection in Complex Engineering Drawings. In: UNSPECIFIED.
Amur, Z.H. and Hooi, Y.K. (2022) State-of-the-Art: Assessing Semantic Similarity in Automated Short-Answer Grading Systems. Information Sciences Letters, 11 (5). pp. 1851-1858. ISSN 20909551
Rehman, A. and Hassan, M.F. and Hooi, Y.K. and Qureshi, M.A. and Chung, T.D. and Akbar, R. and Safdar, S. (2021) Context and machine learning based trust management framework for internet of vehicles. Computers, Materials and Continua, 68 (3). pp. 4125-4142. ISSN 15462218
Kaibin, O. and Hooi, Y.K. (2021) Critical Literature Review of Named Entity Recognition in Symbol Spotting. In: UNSPECIFIED.
Jingyi, T. and Hooi, Y.K. and Bin, O.K. (2021) Image Processing for Enhanced OMR Answer Matching Precision. In: UNSPECIFIED.
Tsann, P.Y. and Hooi, Y.K. and Bin Hassan, M.F. and Wooi, M.T.Y. (2021) Leading Sentence News TextRank. In: UNSPECIFIED.
Rehman, A. and Hassan, M.F. and Naeem, B. and Hooi, Y.K. and Ali, M.S. (2021) The best path selection using ant colony optimization and message trust in IoV. In: UNSPECIFIED.
Fujita, H. and Itagaki, M. and Ichikawa, K. and Hooi, Y.K. and Kawahara, K. and Sarlan, A. (2020) Fine-tuned Surface Object Detection Applying Pre-trained Mask R-CNN Models. In: UNSPECIFIED.
Tachmammedov, S. and Hooi, Y.K. and Kalid, K.S. (2018) Automated multi-factor analytics for cheat-proofing attendance-taking. In: UNSPECIFIED.
Hooi, Y.K. and Hassan, M.F. and Sharifff, M.A. (2018) Pragmatic Ontology Design Pattern for Contextual Integration. In: UNSPECIFIED.
Musthafa, N.H.B. and Hooi, Y.K. and Hassan, M.F. and Shariff, A.M. and Khalid, K.S. (2017) Automatic statistical inventory reconciliation for leak detection of petrochemical storage. Advanced Science Letters, 23 (11). pp. 10777-10781. ISSN 19366612
Hooi, Y.K. and Fadzil Hassan, M. and Shariff, A.M. and Aziz, H.A. and Jamal, N.M. and Suppiah, S. (2016) Analysis of chemical plant process safety information integration model from information system perspective. Lecture Notes in Electrical Engineering, 376. pp. 289-298. ISSN 18761100
Kalid, K.S. and Hooi, Y.K. and Shan-Nice, K. (2016) KnowledgeFlood: Sharing volunteers' experience |on flood disaster using storytelling. In: UNSPECIFIED.
Hooi, Y.K. and Hassan, M.F. and Shariff, A.M. (2016) Ontology evaluation - A criteria selection framework. In: UNSPECIFIED.
Abrik, A. and Hassan, M.F.B. and Hooi, Y.K. (2016) A flexible hybrid chaining model for rule engines. Advanced Science Letters, 22 (10). pp. 2899-2904. ISSN 19366612
Ahmad, R. and Saknakosnak, P. and Hooi, Y.K. (2014) Excel-database converting system using data normalization technique. Lecture Notes in Electrical Engineering, 285 LN. pp. 23-30. ISSN 18761100
Hooi, Y.K. and Hassan, M.F. and Shariff, A.M. and Aziz, H.A. (2014) ICT in process safety management. In: UNSPECIFIED.
Hooi, Y.K. and Hassan, M.F. and Shariff, A.M. (2014) A survey on ontology mapping techniques. Lecture Notes in Electrical Engineering, 279 LN. pp. 829-836. ISSN 18761100
Hooi, Y.K. and Hassan, M.F. and Ci, T.X. (2012) Interoperation of elements in process safety management via ontology-oriented architecture. In: UNSPECIFIED.
Hooi, Y.K. and Yoong, L.S. (2011) Technique to correct displacement of vector drawings on scaled underlying raster image. In: UNSPECIFIED.
Noordin, S. and Wan Ahmad, W.F. and Hooi, Y.K. (2010) Survey on visualization: Lines and planes in 3-Dimensions. In: UNSPECIFIED.
Omar, H.M. and Hooi, Y.K. and Sulaiman, A. (2008) Design, implementation and evaluation of a virtual showroom. In: UNSPECIFIED.