Balogun, Abdullateef Oluwagbemiga

Balogun, Abdullateef Oluwagbemiga

Dr.

Positions

Lecturer, Computer & Information Science Department , Faculty of Science and Information Technology
Member, Positive Computing , Institute of Emerging Digital Technologies

overview

Abdullateef Oluwagbemiga Balogun received the B.Sc. and M.Sc. degrees in computer science from the University of Ilorin, Ilorin, Nigeria, in 2012 and 2015, respectively. He is currently pursuing the Ph.D. degree with Universiti Teknologi PETRONAS. His research interests include machine learning, data mining, information security, and empirical software engineering.

member of

Computer & Information Science Department

selected publications

academic article
- BiasTrap: Runtime Detection of Biased Prediction in Machine Learning Systems. Journal of Advanced Research in Applied Sciences and Engineering Technology. 40:127-139. 2024
- Blockchain-Enabled Framework for Transparent Land Lease and Mortgage Management. IEEE Access. 12:54005-54018. 2024
- Empirical analysis of tree-based classification models for customer churn prediction. Scientific African. 23:e02054. 2024
- Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction. Scientific African. 24:e02223. 2024
- A Novel Multidimensional Reference Model for Heterogeneous Textual Datasets using Context, Semantic and Syntactic Clues. International Journal of Advanced Computer Science and Applications. 14. 2023
- Correction: Fati et al. Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction. Mathematics 2023, 11, 3567. Mathematics. 11:4494. 2023
- Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction. Mathematics. 11:3567. 2023
- SMSPROTECT: An automatic smishing detection mobile application. ICT Express. 9:168-176. 2023
- SPATIAL PREDICTION OF FLOOD IN KUALA LUMPUR CITY OF MALAYSIA USING LOGISTIC REGRESSION. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLVIII-4/W6-2022:363-369. 2023
- Software Requirement Risk Prediction Using Enhanced Fuzzy Induction Models. Electronics. 12:3805. 2023
- Analysis of Pneumonia Model via Efficient Computing Techniques. Computers, Materials & Continua. 70:6073-6088. 2022
- Artificial Intelligence, Sensors and Vital Health Signs: A Review. Applied Sciences. 12:11475. 2022
- Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis. Sustainability. 14:5176. 2022
- Empirical Analysis of Data Streaming and Batch Learning Models for Network Intrusion Detection. Electronics. 11:3109. 2022
- Empirical Analysis of Forest Penalizing Attribute and Its Enhanced Variations for Android Malware Detection. Applied Sciences. 12:4664. 2022
- Intelligent Decision Forest Models for Customer Churn Prediction. Applied Sciences. 12:8270. 2022
- Performance Analysis of Machine Learning Methods with Class Imbalance Problem in Android Malware Detection. International Journal of Interactive Mobile Technologies (iJIM). 16:140-162. 2022
- Recent Advancements in Emerging Technologies for Healthcare Management Systems: A Survey. Healthcare. 10:1940. 2022
- Recent Advances in Artificial Intelligence and Wearable Sensors in Healthcare Delivery. Applied Sciences. 12:10271. 2022
- Towards the sustainability of small and medium software enterprises through the implementation of software process improvement: Empirical investigation. Journal of Software: Evolution and Process. 34. 2022
- Visual Signifier for Large Multi-Touch Display to Support Interaction in a Virtual Museum Interface. Applied Sciences. 12:11191. 2022
- A Novel Rank Aggregation-Based Hybrid Multifilter Wrapper Feature Selection Method in Software Defect Prediction. Computational Intelligence and Neuroscience. 2021:1-19. 2021
- An Adaptive Rank Aggregation-Based Ensemble Multi-Filter Feature Selection Method in Software Defect Prediction. Entropy. 23:1274. 2021
- Classification of Reservoir Recovery Factor for Oil and Gas Reservoirs: A Multi-Objective Feature Selection Approach. Journal of Marine Science and Engineering. 9:888. 2021
- Data Harmonization for Heterogeneous Datasets: A Systematic Literature Review. Applied Sciences. 11:8275. 2021
- Empirical Analysis of Rank Aggregation-Based Multi-Filter Feature Selection Methods in Software Defect Prediction. Electronics. 10:179. 2021
- HABCSm: A Hamming Based t-way Strategy based on Hybrid Artificial Bee Colony for Variable Strength Test Sets Generation. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL. 16. 2021
- Heterogeneous Ensemble with Combined Dimensionality Reduction for Social Spam Detection. International Journal of Interactive Mobile Technologies (iJIM). 15:84. 2021
- Hybrid Feature Selection Framework for Sentiment Analysis on Large Corpora. Jordanian Journal of Computers and Information Technology. 1. 2021
- Improving the phishing website detection using empirical analysis of Function Tree and its variants. Heliyon. 7:e07437. 2021
- Software Defect Prediction Using Wrapper Feature Selection Based on Dynamic Re-Ranking Strategy. Symmetry. 13:2166. 2021
- A Hybrid Artificial Bee Colony Strategy for t-way Test Set Generation with Constraints Support. Journal of Physics: Conference Series. 1529:042068. 2020
- AI Meta-Learners and Extra-Trees Algorithm for the Detection of Phishing Websites. IEEE Access. 8:142532-142542. 2020
- DSP: Schema Design for Non-Relational Applications. Symmetry. 12:1799. 2020
- Impact of Feature Selection Methods on the Predictive Performance of Software Defect Prediction Models: An Extensive Empirical Study. Symmetry. 12:1147. 2020
- Phishing Website Detection: Forest by Penalizing Attributes Algorithm and Its Enhanced Variations. Arabian Journal for Science and Engineering. 45:10459-10470. 2020
- Ensemble and Deep-Learning Methods for Two-Class and Multi-Attack Anomaly Intrusion Detection: An Empirical Study. International Journal of Advanced Computer Science and Applications. 10. 2019
- Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach. Applied Sciences. 9:2764. 2019
chapter
- An Empirical Study on Data Sampling Methods in Addressing Class Imbalance Problem in Software Defect Prediction. Software Engineering Perspectives in Systems. 594-610. 2022
- Empirical Analysis of Data Sampling-Based Ensemble Methods in Software Defect Prediction. Computational Science and Its Applications – ICCSA 2022 Workshops. 363-379. 2022
- Recent t-way Test Generation Strategies Based on Optimization Algorithms: An Orchestrated Survey. International Conference on Artificial Intelligence for Smart Community. 1055-1060. 2022
- TWEERIFY: A Web-Based Sentiment Analysis System Using Rule and Deep Learning Techniques. Proceedings of International Conference on Computational Intelligence and Data Engineering. 75-87. 2022
- Application of Shuffled Frog-Leaping Algorithm for Optimal Software Project Scheduling and Staffing. Lecture Notes on Data Engineering and Communications Technologies. 293-303. 2021
- Cascade Generalization Based Functional Tree for Website Phishing Detection. Communications in Computer and Information Science. 288-306. 2021
- Cloud-based IoMT framework for cardiovascular disease prediction and diagnosis in personalized E-health care. Intelligent IoT Systems in Personalized Health Care. 105-145. 2021
- Data Sampling-Based Feature Selection Framework for Software Defect Prediction. International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI’2020). 39-52. 2021
- Ensemble-Based Logistic Model Trees for Website Phishing Detection. Communications in Computer and Information Science. 627-641. 2021
- Investigative Study of Unigram and Bigram Features for Short Message Spam Detection. International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI’2020). 70-81. 2021
- Optimized Decision Forest for Website Phishing Detection. Lecture Notes in Networks and Systems. 568-582. 2021
- Rank Aggregation Based Multi-filter Feature Selection Method for Software Defect Prediction. Communications in Computer and Information Science. 371-383. 2021
- Rotation Forest-Based Logistic Model Tree for Website Phishing Detection. Computational Science and Its Applications – ICCSA 2021. 154-169. 2021
- An Approach for Journal Summarization Using Clustering Based Micro-Summary Generation. Software Engineering Perspectives in Intelligent Systems. 685-699. 2020
- Data Harmonization for Heterogeneous Datasets in Big Data - A Conceptual Model. Software Engineering Perspectives in Intelligent Systems. 723-734. 2020
- SMOTE-Based Homogeneous Ensemble Methods for Software Defect Prediction. Computational Science and Its Applications – ICCSA 2020. 615-631. 2020
- Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis. Intelligent Algorithms in Software Engineering. 492-503. 2020
- The Organisational Factors of Software Process Improvement in Small Software Industry: Comparative Study. Advances in Intelligent Systems and Computing. 1132-1143. 2020
- Using an Expert Panel to Validate the Malaysian SMEs-Software Process Improvement Model (MSME-SPI). Software Engineering Perspectives in Intelligent Systems. 844-859. 2020
conference paper

education and training

Ph.D. in Information Technology 2018 - 2022
M.Sc. in Computer Science, University of Ilorin, Nigeria 2013 - 2014
B.Sc. in Computer Science, University of Ilorin, Ilorin, Nigeria 2008 - 2012

full name

Abdullateef Oluwagbemiga Balogun

primary email

abdullateef.ob@utp.edu.my

additional emails

bharlow058@gmail.com

webpage

Publications in VIVO

Co-author Network

Contact Info

abdullateef.ob@utp.edu.my

bharlow058@gmail.com

Websites