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.

Adamu, S. and Alhussian, H. and Aziz, N. and Abdulkadir, S.J. and Alwadin, A. and Imam, A.A. and Garba, A. and Saidu, Y. (2023) Optimizing Hyperparameters for Improved Melanoma Classification using Metaheuristic Algorithm. International Journal of Advanced Computer Science and Applications, 14 (10). pp. 531-540. ISSN 2158107X

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).

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

Alazzawi, A.K. and Rais, H.M. and Basri, S. and Alsariera, Y.A. and Capretz, L.F. and Imam, A.A. and Balogun, A.O. (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 and Control, 16 (5). pp. 1-18. ISSN 18419836

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Mahamad, S. and Al-momamni, M.A. and Imam, A.A. and Kumar, G.M. (2021) Rank Aggregation Based Multi-filter Feature Selection Method for Software Defect Prediction. Communications in Computer and Information Science, 1347. pp. 371-383. ISSN 18650929

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

Imam, A.A. and Basri, S. and Ahmad, R. and Wahab, A.A. and González-Aparicio, M.T. and Capretz, L.F. and Alazzawi, A.K. and Balogun, A.O. (2020) Dsp: Schema design for non-relational applications. Symmetry, 12 (11). pp. 1-33. ISSN 20738994

Balogun, A.O. and Basri, S. and Mahamad, S. and Abdulkadir, S.J. and Almomani, M.A. and Adeyemo, V.E. and Al-Tashi, Q. and Mojeed, H.A. and Imam, A.A. and Bajeh, A.O. (2020) Impact of feature selection methods on the predictive performance of software defect prediction models: An extensive empirical study. Symmetry, 12 (7). ISSN 20738994

Basri, S. and Almomani, M.A. and Imam, A.A. and Thangiah, M. and Gilal, A.R. and Balogun, A.O. (2020) The organisational factors of software process improvement in small software industry: Comparative study. Advances in Intelligent Systems and Computing, 1073. pp. 1132-1143. ISSN 21945357

Imam, A.A. and Basri, S. and Ahmad, R. and González-Aparicio, M.T. (2019) Schema proposition model for NoSQL applications. Advances in Intelligent Systems and Computing, 843. pp. 30-39. ISSN 21945357

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Adeyemo, V.E. and Imam, A.A. and Bajeh, A.O. (2019) Software defect prediction: Analysis of class imbalance and performance stability. Journal of Engineering Science and Technology, 14 (6). pp. 3294-3308. ISSN 18234690

Imam, A.A. and Basri, S. and Ahmad, R. and Watada, J. and González-Aparicio, M.T. (2018) Automatic schema suggestion model for NoSQL document-stores databases. Journal of Big Data, 5 (1). ISSN 21961115

Imam, A.A. and Basri, S. and Ahmad, R. and Watada, J. and Gonzlez-Aparicio, M.T. and Almomani, M.A. (2018) Data modeling guidelines for NoSQL document-store databases. International Journal of Advanced Computer Science and Applications, 9 (10). pp. 544-555. ISSN 2158107X

Imam, A.A. and Basri, S. and Ahmad, R. and Gilal, A.R. (2018) Data synchronization model for heterogeneous mobile databases and server-side database. International Journal of Advanced Computer Science and Applications, 9 (1). pp. 521-531. ISSN 2158107X

Zulkafli, A.Z. and Basri, S. and Ahmad, R. and Imam, A.A. (2017) A framework for image synchronization from mobile NoSQL database to server-side SQL database. Advances in Intelligent Systems and Computing, 575. pp. 179-191. ISSN 21945357

Imam, A.A. and Basri, S. and Ahmad, R. (2015) Data synchronization between mobile devices and server-side databases: A systematic literature review. Journal of Theoretical and Applied Information Technology, 81 (2). pp. 364-382. ISSN 19928645

Imam, A.A. and Basri, S.B. and Ahmad, R.B. (2015) Synchronization algorithm for remote heterogeneous database environment. Advances in Intelligent Systems and Computing, 349. pp. 55-65. ISSN 21945357

Conference or Workshop Item

Salahudeen, S.A. and Lawan, F.I. and Wali, A.M. and Imam, A.A. and Shuaibu, A.R. and Yusuf, A. and Rabiu, N.B. and Bello, M. and Adamu, S.U. and Aliyu, S.M. and Gadanya, M.S. and Muaz, S.A. and Ahmad, M.S. and Abdullahi, A. and Jamoh, A.Y. (2023) HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis. 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.

Alazzawi, A.K. and Rais, H.M. and Basri, S. and Alsariera, Y.A. and Balogun, A.O. and Imam, A.A. (2020) A Hybrid Artificial Bee Colony Strategy for t-way Test Set Generation with Constraints Support. In: UNSPECIFIED.

Imam, A.A. and Basri, S. and Ahmad, R. and Aziz, N. and Gonzalez-Aparicio, M.T. (2017) New cardinality notations and styles for modeling NoSQL document-store databases. In: UNSPECIFIED.