Building a new taxonomy for data discretization techniques. - Azuraliza Abu Bakar; Zulaiha Ali Othman; Nor Liyana Mohd Shuib (DMO, 2009)

Data Mining Approach: Relevance Vector Machine for the Classification of Learning Style Based on Learning Objects. - Nor Liyana Mohd Shuib; Haruna Chiroma; Rukaini Abdullah; Mohammad Hafiz Ismail; Ahmad Sofiyuddin Mohd Shuib; Nur Faizah Mohd Pahme (UKSim, 2014)

Evaluation model for knowledge sharing in information security professional virtual community. - Alireza Tamjidyamcholo; Mohd Sapiyan Bin Baba; Nor Liyana Mohd Shuib; Vala Ali Rohani (Comput. Secur., 2014)

Toward Tweets Normalization Using Maximum Entropy. - Mohammad Arshi Saloot; Norisma Idris; Nor Liyana Mohd Shuib; Ram Gopal Raj; AiTi Aw (NUT@IJCNLP, 2015)

Estimation of Middle-East Oil Consumption Using Hybrid Meta-heuristic Algorithms. - Haruna Chiroma; Abdullah Khan; Adamu I. Abubakar; Younes Saadi; Sanah Abdullahi Muaz; Abdulsalam Ya'u Gital; Nor Liyana Mohd Shuib (DaEng, 2015)

Bio-inspired Algorithm Optimization of Neural Network for the Prediction of Dubai Crude Oil Price. - Haruna Chiroma; Sameem Abdul Kareem; Younes Saadi; Abdullah Khan; Adamu I. Abubakar; Sanah Abdullahi Muaz; Abdulsalam Ya'u Gital; Nor Liyana Mohd Shuib (DaEng, 2015)

A Review of the Applications of Bio-inspired Flower Pollination Algorithm. - Haruna Chiroma; Nor Liyana Mohd Shuib; Sanah Abdullahi Muaz; Adamu I. Abubakar; Lubabatu Baballe Ila; Jaafar Zubairu Maitama (SCSE, 2015)

A review of mobile pervasive learning: Applications and issues. - Nor Liyana Mohd Shuib; Shahaboddin Shamshirband; Mohammad Hafiz Ismail (Comput. Hum. Behav., 2015)

Factors influencing the use of social media by SMEs and its performance outcomes. - Sulaiman Ainin; Farzana Parveen; Sedigheh Moghavvemi; Noor Ismawati Jaafar; Nor Liyana Mohd Shuib (Ind. Manag. Data Syst., 2015)

Mobile-Based Intelligent Transportation for Bus Commuters Based on Twitter Analytics. - Tariq Mahmood; Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Nikkishah Zulfiqar Ali; Amir Bawa; Saima Karim (FIT, 2016)

Automatic Text Classification of ICD-10 Related CoD from Complex and Free Text Forensic Autopsy Reports. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Retnagowri Rajandram; Khairunisa Shaikh (ICMLA, 2016)

A new approach for forecasting OPEC petroleum consumption based on neural network train by using flower pollination algorithm. - Haruna Chiroma; Abdullah Khan; Adamu I. Abubakar; Younes Saadi; Mukhtar Fatihu Hamza; Nor Liyana Mohd Shuib; Abdulsalam Ya'u Gital; Tutut Herawan (Appl. Soft Comput., 2016)

A Review on Artificial Intelligence Methodologies for the Forecasting of Crude Oil Price. - Haruna Chiroma; Sameem Abdul Kareem; Ahmad Shukri Mohd Noor; Adamu I. Abubakar; Nader Sohrabi Safa; Nor Liyana Mohd Shuib; Mukhtar Fatihu Hamza; Abdulsalam Ya'u Gital; Tutut Herawan (Intell. Autom. Soft Comput., 2016)

Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Mohammed Ali Al-garadi; Retnagowri Rajandram; Khairunisa Shaikh (ICDM, 2017)

The Relationship between SME Owner's Personality, Facebook Usage and Organizational Performance. - Ainin Sulaiman; Farzana Parveen Tajudeen; Noor Ismawati Jaafar; Sedigheh Moghavvemi; Nor Liyana Mohd Shuib (PACIS, 2017)

Advances in Teaching and Learning on Facebook in Higher Institutions. - Haruna Chiroma; Nor Liyana Mohd Shuib; Adamu I. Abubakar; Akram M. Zeki; Abdulsalam Ya'u Gital; Tutut Herawan; Jemal H. Abawajy (IEEE Access, 2017)

Mobile Learning for English Language Acquisition: Taxonomy, Challenges, and Recommendations. - Monther M. Elaish; Nor Liyana Mohd Shuib; Norjihan Binti Abdul Ghani; Elaheh Yadegaridehkordi; Musaab Alaa (IEEE Access, 2017)

Email Classification Research Trends: Review and Open Issues. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Nahdia Majeed; Mohammed Ali Al-garadi (IEEE Access, 2017)

Adaptive feedback in computer-based learning environments: a review. - Andrew Thomas Bimba; Norisma Idris; Ahmed Al-Hunaiyyan; Rohana Mahmud; Nor Liyana Mohd Shuib (Adapt. Behav., 2017)

Bio-inspired computation: Recent development on the modifications of the cuckoo search algorithm. - Haruna Chiroma; Tutut Herawan; Iztok Fister Jr.; Iztok Fister 001; Sameem Abdul Kareem; Nor Liyana Mohd Shuib; Mukhtar Fatihu Hamza; Younes Saadi; Adamu I. Abubakar (Appl. Soft Comput., 2017)

To Facebook or to Face Book? An investigation of how academic performance of different personalities is affected through the intervention of Facebook usage. - M. Muzamil Naqshbandi; Sulaiman Ainin; Noor Ismawati Jaafar; Nor Liyana Mohd Shuib (Comput. Hum. Behav., 2017)

Multi-Class Disease Classification in Brain MRIs Using a Computer-Aided Diagnostic System. - Muhammad Faisal Siddiqui; Ghulam Mujtaba 001; Ahmed Wasif Reza; Nor Liyana Mohd Shuib (Symmetry, 2017)

Design of an Algebraic Concept Operator for Adaptive Feedback in Physics. - Andrew Thomas Bimba; Norisma Idris; Ahmed A. Al-Hunaiyyan; Rohana Binti Mahmud; Nor Liyana Bt Mohd Shuib (I3E, 2018)

Social Media Recommender Systems: Review and Open Research Issues. - Anitha Anandhan; Nor Liyana Mohd Shuib; Maizatul Akmar Ismail 001; Ghulam Mujtaba 001 (IEEE Access, 2018)

Predicting the adoption of cloud-based technology using fuzzy analytic hierarchy process and structural equation modelling approaches. - Elaheh Yadegaridehkordi; Mohd Hairul Nizam Bin Md Nasir; Nurul Fazmidar Mohd Noor; Nor Liyana Mohd Shuib; Nasrin Badie (Appl. Soft Comput., 2018)

Classification of forensic autopsy reports through conceptual graph-based document representation model. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Retnagowri Rajandram; Khairunisa Shaikh; Mohammed Ali Al-garadi (J. Biomed. Informatics, 2018)

An Enhancement of Malay Social Media Text Normalization for Lexicon-Based Sentiment Analysis. - Muhammad Fakhrur Razi Abu Bakar; Norisma Idris; Liyana Shuib (IALP, 2019)

Progress on Artificial Neural Networks for Big Data Analytics: A Survey. - Haruna Chiroma; Usman Ali Abdullahi; Shafii Muhammad Abdulhamid; Ala Abdulsalam Alarood; Lubna Abdel Kareim Gabralla; Nadim Rana; Liyana Shuib; Ibrahim Abaker Targio Hashem; Dada Emmanuel Gbenga; Adamu I. Abubakar; Akram M. Zeki; Tutut Herawan (IEEE Access, 2019)

A Survey of User Profiling: State-of-the-Art, Challenges, and Solutions. - Christopher Ifeanyi Eke; Azah Anir Norman; Liyana Shuib; Henry Friday Nweke (IEEE Access, 2019)

Development of a Mobile Game Application to Boost Students' Motivation in Learning English Vocabulary. - Monther M. Elaish; Norjihan Binti Abdul Ghani; Nor Liyana Mohd Shuib; Ahmed Al-Haiqi (IEEE Access, 2019)

Identification of personal traits in adaptive learning environment: Systematic literature review. - Nur Baiti Afini Normadhi; Nor Liyana Mohd Shuib; Mohd Hairul Nizam Bin Md Nasir; Andrew Thomas Bimba; Norisma Idris; Vimala Balakrishnan (Comput. Educ., 2019)

Decision to adopt online collaborative learning tools in higher education: A case of top Malaysian universities. - Elaheh Yadegaridehkordi; Nor Liyana Mohd Shuib; Mehrbakhsh Nilashi; Shahla Asadi (Educ. Inf. Technol., 2019)

Clinical text classification research trends: Systematic literature review and open issues. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Norisma Idris; Wai Lam Hoo; Ram Gopal Raj; Kamran Khowaja; Khairunisa Shaikh; Henry Friday Nweke (Expert Syst. Appl., 2019)

Development of a SaaS Adoption Decision-Making Model Using a New Hybrid MCDM Approach. - Elaheh Yadegaridehkordi; Mehrbakhsh Nilashi; Liyana Shuib; Shahla Asadi; Othman Ibrahim (Int. J. Inf. Technol. Decis. Mak., 2019)

A bibliometric analysis of m-learning from topic inception to 2015. - Monther M. Elaish; Nor Liyana Mohd Shuib; Norjihan Binti Abdul Ghani; Ghulam Mujtaba 001; Nader Ale Ebrahim (Int. J. Mob. Learn. Organisation, 2019)

Big data adoption: State of the art and research challenges. - Maria Ijaz Baig; Liyana Shuib; Elaheh Yadegaridehkordi (Inf. Process. Manag., 2019)

Sentiment Analysis of Noisy Malay Text: State of Art, Challenges and Future Work. - Muhammad Fakhrur Razi Abu Bakar; Norisma Idris; Liyana Shuib; Norazlina Khamis (IEEE Access, 2020)

A Systematic Review on Implicit and Explicit Aspect Extraction in Sentiment Analysis. - Jaafar Zubairu Maitama; Norisma Idris; Asad Abdi; Liyana Shuib; Rosmadi Fauzi (IEEE Access, 2020)

Sarcasm identification in textual data: systematic review, research challenges and open directions. - Christopher Ifeanyi Eke; Azah Anir Norman; Liyana Shuib; Henry Friday Nweke (Artif. Intell. Rev., 2020)

Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges. - Ghulam Murtaza 002; Liyana Shuib; Ainuddin Wahid Abdul Wahab; Ghulam Mujtaba 001; Henry Friday Nweke; Mohammed Ali Al-garadi; Fariha Zulfiqar; Ghulam Raza; Nor Aniza Azmi (Artif. Intell. Rev., 2020)

A behavioral intention model for SaaS-based collaboration services in higher education. - Elaheh Yadegaridehkordi; Mehrbakhsh Nilashi; Liyana Shuib; Sarminah Samad (Educ. Inf. Technol., 2020)

The impact of big data on firm performance in hotel industry. - Elaheh Yadegaridehkordi; Mehrbakhsh Nilashi; Liyana Shuib; Mohd Hairul Nizam Bin Md Nasir; Shahla Asadi; Sarminah Samad; Nor Fatimah Awang (Electron. Commer. Res. Appl., 2020)

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection. - Mohammad Tubishat; Norisma Idris; Liyana Shuib; Mohammad A. M. Abushariah; Seyedali Mirjalili (Expert Syst. Appl., 2020)

A scientometric analysis of mobile recommender systems. - Kasra Madadipouya; Liyana Shuib; Suraya Hamid (Int. J. Mob. Commun., 2020)

Breast Cancer Multi-classification through Deep Neural Network and Hierarchical Classification Approach. - Ghulam Murtaza 002; Liyana Shuib; Ghulam Mujtaba 001; Ghulam Raza (Multim. Tools Appl., 2020)

Ensembled deep convolution neural network-based breast cancer classification with misclassification reduction algorithms. - Ghulam Murtaza 002; Liyana Shuib; Ainuddin Wahid Abdul Wahab; Ghulam Mujtaba 001; Ghulam Raza (Multim. Tools Appl., 2020)

Machine learning algorithms for improving security on touch screen devices: a survey, challenges and new perspectives. - Auwal Ahmed Bello; Haruna Chiroma; Abdulsalam Ya'u Gital; Lubna Abdel Kareim Gabralla; Shafii Muhammad Abdulhamid; Liyana Shuib (Neural Comput. Appl., 2020)

Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. - Haruna Chiroma; Absalom E. Ezugwu; Fatsuma Jauro; Mohammed Ali Al-garadi; Idris N. Abdullahi; Liyana Shuib (PeerJ Comput. Sci., 2020)

Automated Machine Learning Approaches for Emergency Response and Coordination via Social Media in the Aftermath of a Disaster: A Review. - Lokabhiram Dwarakanath; Amirrudin Kamsin; Rasheed Abubakar Rasheed; Anitha Anandhan; Liyana Shuib (IEEE Access, 2021)

Context-Based Feature Technique for Sarcasm Identification in Benchmark Datasets Using Deep Learning and BERT Model. - Christopher Ifeanyi Eke; Azah Anir Norman; Liyana Shuib (IEEE Access, 2021)

A tree-based multiclassification of breast tumor histopathology images through deep learning. - Ghulam Murtaza 002; Ainuddin Wahid Abdul Wahab; Ghulam Raza; Liyana Shuib (Comput. Medical Imaging Graph., 2021)

E-BRIM usage by B40 citizens: the role of citizens' trust and computer self-efficacy. - Farzana Parveen Tajudeen; Ainin Sulaiman; Siti Qhairunissa Ramli; Nor Shahida Azali; Liyana Shuib (Electron. Gov. an Int. J., 2021)

Social Media Recommender Systems (SMRS): A Bibliometric Analysis Study 2000-2021. - Anitha Anandhan; Maizatul Akmar Ismail 001; Liyana Shuib; Wan Siti Nur Aiza; Monther M. Elaish (IEEE Access, 2022)

A Survey on Mobile Learning for Adult Learners: State-of-the-Art, Taxonomy, and Challenges. - Shima Sabri; Abdullah Gani; Elaheh Yadegaridehkordi; Christopher Ifeanyi Eke; Liyana Shuib (IEEE Access, 2022)

A Framework for Mobile Learning Acceptance Amongst Formal Part-Time Learners: From the Andragogy Perspective. - Shima Sabri; Abdullah Gani; Elaheh Yadegaridehkordi; Shuhadah Othman; Faizah Miserom; Liyana Shuib (IEEE Access, 2022)

Performance Comparison of Convolutional and Multiclass Neural Network for Learning Style Detection from Facial Images. - F. L. Gambo; Gregory M. Wajiga; Liyana Shuib; Etemi Joshua Garba; Aisha A. Abdullahi; Desmond Bala Bisandu (EAI Endorsed Trans. Scalable Inf. Syst., 2022)

A Genetic Algorithm based Domain Adaptation Framework for Classification of Disaster Topic Text Tweets. - Lokabhiram Dwarakanath; Amirrudin Kamsin; Liyana Shuib (Int. Arab J. Inf. Technol., 2023)

Identifying determinants of big data adoption in the higher education sector using a multi-analytical SEM-ANN approach. - Maria Ijaz Baig; Elaheh Yadegaridehkordi; Liyana Shuib; Hasimi Sallehuddin (Educ. Inf. Technol., 2023)

Factors Influencing Social Media Adoption in Government Organizations: A TOE Framework and PLS-SEM Model Analysis. - Fayez Nahedh Alsehani; Ainuddin Wahid Bin Abdul Wahab; Liyana Shuib (IEEE Access, 2024)

Technology-Assisted Language Learning Systems: A Systematic Literature Review. - Hareesh Buddha; Liyana Shuib; Norisma Idris; Christopher Ifeanyi Eke (IEEE Access, 2024)

Features, techniques and evaluation in predicting articles' citations: a review from years 2010-2023. - Wan Siti Nur Aiza; Liyana Shuib; Norisma Idris; Nur Baiti Afini Normadhi (Scientometrics, 2024)

The Factors Influencing University-Driven Technology Transfer With SMEs: A Systematic Literature Review. - Yuejie Wang; Liyana Shuib; Azah Anir Norman; Farzana Parveen Tajudeen (IEEE Access, 2025)

The role of explainability and transparency in fostering trust in AI healthcare systems: a systematic literature review, open issues and potential solutions. - Christopher Ifeanyi Eke; Liyana Shuib (Neural Comput. Appl., 2025)