UTP Scholars: Ts. Dr Shakirah binti Mohd Taib


Office Address
02-03-028
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P: +6053687497
Email: shakita@utp.edu.my
Scopus
Author ID
Document Count
39
Total Citations
289
h-Index
9
Co-authors
71
Google Scholar Citations
Author Profile URL
Citations
639
h-Index
13
Research Gate
Author Profile URL
Publications
42
Citations
473
Reads
20,961

Note: Updated as of Quarter 2, 2025 (May)


Research Project:
  • YUTP Grant-"AI Model with Multi-object Optimization for CO2 Storage Capacity Prediction in Saline Aquifers Using Evolutionary Algorithms" June 2025-May 2028.
  • MRA-"Advanced Seismic Inpainting for CO2 Storage Screening" April 2025-November 2026.

Membership:
  • MBOT.
  • IEEE.

Course Teaching:
  • Structured Programming.
  • Artificial Intelligence.

Industrial experience:
  • Web Developer.
Title:
Senior Lecturer

Specialization:
  • Data Science
  • Machine Learning
  • Knowledge Management Technology
  • E-learning/M-learning

Qualifications:
  • PhD in Computer Science, Universiti Kebangsaan Malaysia.
  • Master of Computing by University of Tasmania, Australia.
  • Degree in Bachelor IT (Multimedia) (Universiti Utara Malaysia) by Universiti Utara Malaysia.

Other Information:

Short Biography:

Dr. Shakirah Mohd Taib is a Senior Lecturer in Computing at Universiti Teknologi PETRONAS (UTP), with extensive experience in teaching, research, and industry engagement. She holds a PhD in Computer Science from Universiti Kebangsaan Malaysia, a Master of Computing from the University of Tasmania, and a Bachelor of Information Technology from Universiti Utara Malaysia. Her research interests span data science, machine learning, data mining, time series representation, and semantic knowledge representation. Dr. Shakirah has led and contributed to numerous research grants, including projects on anomaly detection and AI applications using deep learning and large language models.

Dr. Shakirah is also active in consultancy, having served as Principal Investigator and Co-PI on various analytics projects. She was a certified Azure AI Engineer and a Professional Technologist under the Malaysia Board of Technologists (MBOT). Committed to academic excellence, she teaches courses in Data Mining, Machine Learning, Programming (C++ & Python), and Data Visualization. She is a member of IEEE, MyAIS, and IAENG, and regularly engages in professional training programs to stay at the forefront of technological advancements.



Number of items: 32.

Muneer, A. and Taib, S.M. and Hasan, M.H. and Alqushaibi, A. (2023) Colorectal Cancer Recognition Using Deep Learning on Histopathology Images. In: UNSPECIFIED.

Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Gamal, M. and Al-Tashi, Q. and Taib, S.M. and Alhussian, H. (2023) Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization. Computers, Materials and Continua, 75 (2). pp. 3223-3238.

Sabri, M.H.B.M. and Muneer, A. and Taib, S.M. (2022) Cryptocurrency Price Prediction using Long Short-Term Memory and Twitter Sentiment Analysis. In: UNSPECIFIED.

Arshad, K. and Ali, R.F. and Muneer, A. and Aziz, I.A. and Naseer, S. and Khan, N.S. and Taib, S.M. (2022) Deep Reinforcement Learning for Anomaly Detection: A Systematic Review. IEEE Access, 10. pp. 124017-124035. ISSN 21693536

Amir, K.A.A.K. and Taib, S.M. and Hasan, M.H. (2022) A Hybrid Filter Feature Selection Approach for Remaining Useful Life Prediction of Industrial Machinery. International Journal of Intelligent Systems and Applications in Engineering, 10 (4). pp. 88-95. ISSN 21476799

Akbar, N.A. and Muneer, A. and Taib, S.M. and Mohamed Fati, S. (2022) Measuring Accuracy Towards Facial Video Heart-Rate Estimation Using Haar-Cascade and CNN Method. In: UNSPECIFIED.

Muneer, A. and Ali, R.F. and Alghamdi, A. and Taib, S.M. and Almaghthawi, A. and Abdullah Ghaleb, E.A. (2022) Predicting customers churning in banking industry: A machine learning approach. Indonesian Journal of Electrical Engineering and Computer Science, 26 (1). pp. 539-549. ISSN 25024752

Muneer, A. and Ali, R.F. and Almaghthawi, A. and Taib, S.M. and Alghamdi, A. and Ghaleb, E.A.A. (2022) Short term residential load forecasting using long short-term memory recurrent neural network. International Journal of Electrical and Computer Engineering, 12 (5). pp. 5589-5599. ISSN 20888708

Muneer, A. and Taib, S.M. and Fati, S.M. and Balogun, A.O. and Aziz, I.A. (2022) A hybrid deep learning-based unsupervised anomaly detection in high dimensional data. Computers, Materials and Continua, 70 (3). pp. 6073-6088. ISSN 15462218

Muneer, A. and Taib, S.M. and Naseer, S. and Ali, R.F. and Aziz, I.A. (2021) Data-driven deep learning-based attention mechanism for remaining useful life prediction: Case study application to turbofan engine analysis. Electronics (Switzerland), 10 (20). ISSN 20799292

Muneer, A. and Taib, S.M. and Fati, S.M. and Alhussian, H. (2021) Deep�learning based prognosis approach for remaining useful life prediction of turbofan engine. Symmetry, 13 (10). ISSN 20738994

Ali, R.F. and Muneer, A. and Dominic, P.D.D. and Taib, S.M. (2021) Hyperledger Fabric Framework with 5G Network for Blockchain-based Security of IoT Smart Home Applications. In: UNSPECIFIED.

Ali, R.F. and Muneer, A. and Dominic, P.D.D. and Taib, S.M. and Ghaleb, E.A.A. (2021) Internet of Things (IoT) Security Challenges and Solutions: A Systematic Literature Review. Communications in Computer and Information Science, 1487 C. pp. 128-154. ISSN 18650929

Mausor, F.H. and Jaafar, J. and Taib, S.M. and Razali, R. (2021) Iterative Fuzzy C Means, Fuzzy Silhouette, and Imputation for Missing Values in a Dataset. In: UNSPECIFIED.

Sohaidan, F.N.B. and Muneer, A. and Taib, S.M. (2021) Remaining Useful Life Prediction of Turbofan Engine using Long-Short Term Memory. In: UNSPECIFIED.

Fati, S.M. and Muneer, A. and Akbar, N.A. and Taib, S.M. (2021) A continuous cuffless blood pressure estimation using tree-based pipeline optimization tool. Symmetry, 13 (4). ISSN 20738994

Mausor, F.H. and Jaafar, J. and Taib, S.M. (2020) Missing Values Imputation Using Fuzzy C Means Based on Correlation of Variable. In: UNSPECIFIED.

Taib, S.M. and Mohd Zabidi, Z.A. and Aziz, I.A. and Mousor, F.H. and Bakar, A.A. and Mokhtar, A.A. (2018) Discovery of corrosion patterns using symbolic time series representation and N-gram model. International Journal of Advanced Computer Science and Applications, 9 (12). pp. 554-560. ISSN 2158107X

Norizan, N.A.M. and Taib, S.M. and Zakaria, N. (2018) E-internship system with genetic algorithm. In: UNSPECIFIED.

Savita, K.S. and Marrima, J.J.D.A. and Muniandy, M. and Abidin, A.I.Z. and Taib, S.M. (2018) Help Me MyDem Application for Early Stage Dementia Patients. In: UNSPECIFIED.

Savita, K.S. and Hasbullah, N.A. and Taib, S.M. and Abidin, A.I.Z. and Muniandy, M. (2018) How's the Turnout to the Class? A Face Detection System for Universities. In: UNSPECIFIED.

Taib, S.M. and Bakar, A.A. and Hamdan, A.R. and Abdullah, S.M.S. (2015) Classifying weather time series using featurebased approach. International Journal of Advances in Soft Computing and its Applications, 7 (Specia). pp. 56-71. ISSN 20748523

Rahim, N.F.A. and Taib, S.M. and Mahamad, S. (2013) Courses enrollment pattern analysis. Lecture Notes in Electrical Engineering, 152 LN. pp. 283-292. ISSN 18761100

Xuan, T.W. and Taib, S.M. and Mahamad, S. (2013) Interactive mind map desktop widget: A proposed concept. Lecture Notes in Electrical Engineering, 152 LN. pp. 829-837. ISSN 18761100

Hashim, M.A. and Jaafar, J. and Taib, S.M. (2012) Interval type 2 fuzzy logic for significant wave height forecasting. In: UNSPECIFIED.

Mahamad, S. and Taib, S.M. and Ibrahim, M.N. (2011) Analyzing speed accuracy trade-off in control movement mechanism with error enforcement. Applied Mechanics and Materials, 39. pp. 169-175. ISSN 16609336

Amran, A.A. and Shukri, S.R.M. and Taib, S.M. (2011) Entrepreneurship game: Digital 'Catur Bistari'. World Academy of Science, Engineering and Technology, 75. pp. 486-491. ISSN 2010376X

Using, S.N.M. and Ahmad, R. and Taib, S.M. (2010) Ontology of programming resources for semantic searching of programming related materials on the Web. In: UNSPECIFIED.

Esa, A.M. and Taib, S.M. and Hong, N.T. (2010) Prototype of semantic search engine using ontology. In: UNSPECIFIED.

Mazlan, E.M. and Taib, S.M. and Karim, Z.A. (2009) E-Mentor : Sharing and preserving knowledge in organization. In: UNSPECIFIED.

Zamin, N. and Hashim, M.H. and Taib, S.M. (2009) VXML: Proposing an alternative technology for accessing website contents in Malaysia. World Academy of Science, Engineering and Technology, 38. pp. 1119-1124. ISSN 2010376X

Ab Rahim, L. and Taib, S.M. and Shazi, A.R. (2007) XMLtemplate: Framework that minimizes the number of software components. In: UNSPECIFIED.

This list was generated on Mon Sep 15 17:52:27 2025 +08.