Article

Mamman, H. and Basri, S. and Balogun, A.O. and Imam, A.A. and Kumar, G. and Capretz, L.F. (2024) BiasTrap: Runtime Detection of Biased Prediction in Machine Learning Systems. Journal of Advanced Research in Applied Sciences and Engineering Technology, 40 (2). pp. 127-139.

Almomani, M. and Balogun, A.O. and Basri, S. and Imam, A.A. and Alazzawi, A.K. and Adeyemo, V.E. and Kumar, G. (2023) EMPIRICAL ANALYSIS OF THRESHOLD VALUES FOR RANK-BASED FILTER FEATURE SELECTION METHODS IN SOFTWARE DEFECT PREDICTION. Journal of Engineering Science and Technology, 18 (1). pp. 187-209. ISSN 18234690

Kumar, G. and Imam, A.A. and Mamman, H. and Basri, S. and Balogun, A.O. and Capretz, L.F. (2023) A Novel Multidimensional Reference Model for Heterogeneous Textual Datasets using Context, Semantic and Syntactic Clues. International Journal of Advanced Computer Science and Applications, 14 (10). pp. 754-763.

Mamman, H. and Balogun, A.O. and Basri, S. and Capretz, L.F. and Adeyemo, V.E. and Imam, A.A. and Kumar, G. (2023) Software Requirement Risk Prediction Using Enhanced Fuzzy Induction Models. Electronics (Switzerland), 12 (18).

AbuSalim, S. and Zakaria, N. and Islam, M.R. and Kumar, G. and Mokhtar, N. and Abdulkadir, S.J. (2022) Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review. Healthcare (Switzerland), 10 (10). ISSN 22279032

Junaid, S.B. and Imam, A.A. and Shuaibu, A.N. and Basri, S. and Kumar, G. and Surakat, Y.A. and Balogun, A.O. and Abdulkarim, M. and Garba, A. and Sahalu, Y. and Mohammed, A. and Mohammed, Y.T. and Abdulkadir, B.A. and Abba, A.A. and Kakumi, N.A.I. and Alazzawi, A.K. (2022) Artificial Intelligence, Sensors and Vital Health Signs: A Review. Applied Sciences (Switzerland), 12 (22). ISSN 20763417

Junaid, S.B. and Imam, A.A. and Balogun, A.O. and De Silva, L.C. and Surakat, Y.A. and Kumar, G. and Abdulkarim, M. and Shuaibu, A.N. and Garba, A. and Sahalu, Y. and Mohammed, A. and Mohammed, T.Y. and Abdulkadir, B.A. and Abba, A.A. and Kakumi, N.A.I. and Mahamad, S. (2022) Recent Advancements in Emerging Technologies for Healthcare Management Systems: A Survey. Healthcare (Switzerland), 10 (10). ISSN 22279032

Junaid, S.B. and Imam, A.A. and Abdulkarim, M. and Surakat, Y.A. and Balogun, A.O. and Kumar, G. and Shuaibu, A.N. and Garba, A. and Sahalu, Y. and Mohammed, A. and Mohammed, T.Y. and Abdulkadir, B.A. and Abba, A.A. and Iliyasu Kakumi, N.A. and Hashim, A.S. (2022) Recent Advances in Artificial Intelligence and Wearable Sensors in Healthcare Delivery. Applied Sciences (Switzerland), 12 (20). ISSN 20763417

Alazzawi, A.K. and Rais, H.M. and Basri, S. and Alsariera, Y.A. and Imam, A.A. and Abed, S.A. and Balogun, A.O. and Kumar, G. (2022) Recent t-way Test Generation Strategies Based on Optimization Algorithms: An Orchestrated Survey. Lecture Notes in Electrical Engineering, 758. pp. 1055-1060. ISSN 18761100

Kumar, G. and Basri, S. and Imam, A.A. and Khowaja, S.A. and Capretz, L.F. and Balogun, A.O. (2021) Data harmonization for heterogeneous datasets: A systematic literature review. Applied Sciences (Switzerland), 11 (17). ISSN 20763417

Balogun, A.O. and Basri, S. and Mahamad, S. and Abdulkadir, S.J. and Capretz, L.F. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) Empirical analysis of rank aggregation-based multi-filter feature selection methods in software defect prediction. Electronics (Switzerland), 10 (2). pp. 1-16. ISSN 20799292

Balogun, A.O. and Basri, S. and Capretz, L.F. and Mahamad, S. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Alazzawi, A.K. and Bajeh, A.O. and Kumar, G. (2021) Software defect prediction using wrapper feature selection based on dynamic re-reranking strategy. Symmetry, 13 (11). ISSN 20738994

Balogun, A.O. and Basri, S. and Capretz, L.F. and Mahamad, S. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) An adaptive rank aggregation-based ensemble multi-filter feature selection method in software defect prediction. Entropy, 23 (10). ISSN 10994300

Balogun, A.O. and Basri, S. and Mahamad, S. and Capretz, L.F. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) A novel rank aggregation-based hybrid multifilter wrapper feature selection method in software defect prediction. Computational Intelligence and Neuroscience, 2021. ISSN 16875265

Kumar, G. and Basri, S. and Imam, A.A. and Balogun, A.O. (2020) Data Harmonization for Heterogeneous Datasets in Big Data - A Conceptual Model. Advances in Intelligent Systems and Computing, 1294. pp. 723-734. ISSN 21945357

Aslam, M. and Ahmad, R. and Yasin, M. and Khan, A.L. and Shahid, M.K. and Hossain, S. and Khan, Z. and Jamil, F. and Rafiq, S. and Bilad, M.R. and Kim, J. and Kumar, G. (2018) Anaerobic membrane bioreactors for biohydrogen production: Recent developments, challenges and perspectives. Bioresource Technology, 269. pp. 452-464. ISSN 09608524

Conference or Workshop Item

Basri, S.B. and Kumar, G. and Fahrurazi, F.F. and Emieldza Balqis Azmi, P. and Balogun, A.O. and Mamman, H. (2023) Current Trend of Software Requirement Engineering Process in IT Small and Medium Enterprises (SMEs)-A Systematic Literature Review. In: UNSPECIFIED.

Mamman, H. and Basri, S. and Balogun, A.O. and Imam, A.A. and Kumar, G. and Capretz, L.F. (2023) Search-Based Fairness Testing: An Overview. In: UNSPECIFIED.

Imam, A.A. and Basri, S. and Gonzalez-Aparicio, M.T. and Balogun, A.O. and Kumar, G. (2022) NoInjection: Preventing Unsafe Queries on NoSQL-Document-model Databases. In: UNSPECIFIED.