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.

Junaid, L. and Bilal, K. and Shuja, J. and Balogun, A.O. and Rodrigues, J.J.P.C. (2024) Blockchain-Enabled Framework for Transparent Land Lease and Mortgage Management. IEEE Access, 12. pp. 54005-54018. ISSN 21693536

Usman-Hamza, F.E. and Balogun, A.O. and Nasiru, S.K. and Capretz, L.F. and Mojeed, H.A. and Salihu, S.A. and Akintola, A.G. and Mabayoje, M.A. and Awotunde, J.B. (2024) Empirical analysis of tree-based classification models for customer churn prediction. Scientific African, 23. ISSN 24682276

Usman-Hamza, F.E. and Balogun, A.O. and Amosa, R.T. and Capretz, L.F. and Mojeed, H.A. and Salihu, S.A. and Akintola, A.G. and Mabayoje, M.A. (2024) Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction. Scientific African, 24.

Fati, S.M. and Muneer, A. and Alwadain, A. and Balogun, A.O. (2023) Correction to: Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction (Mathematics, (2023), 11, 16, (3567), 10.3390/math11163567). Mathematics, 11 (21).

Fati, S.M. and Muneer, A. and Alwadain, A. and Balogun, A.O. (2023) Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction. Mathematics, 11 (16). ISSN 22277390

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.

Akande, O.N. and Gbenle, O. and Abikoye, O.C. and Jimoh, R.G. and Akande, H.B. and Balogun, A.O. and Fatokun, A. (2023) SMSPROTECT: An automatic smishing detection mobile application. ICT Express, 9 (2). pp. 168-176.

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

Al-Ashmori, A. and Basri, S.B. and Dominic, P.D.D. and Capretz, L.F. and Muneer, A. and Balogun, A.O. and Gilal, A.R. and Ali, R.F. (2022) Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis. Sustainability (Switzerland), 14 (9). ISSN 20711050

Balogun, A.O. and Odejide, B.J. and Bajeh, A.O. and Alanamu, Z.O. and Usman-Hamza, F.E. and Adeleke, H.O. and Mabayoje, M.A. and Yusuff, S.R. (2022) Empirical Analysis of Data Sampling-Based Ensemble Methods in Software Defect Prediction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13381 . pp. 363-379. ISSN 03029743

Adewole, K.S. and Salau-Ibrahim, T.T. and Imoize, A.L. and Oladipo, I.D. and AbdulRaheem, M. and Awotunde, J.B. and Balogun, A.O. and Isiaka, R.M. and Aro, T.O. (2022) Empirical Analysis of Data Streaming and Batch Learning Models for Network Intrusion Detection. Electronics (Switzerland), 11 (19). ISSN 20799292

Akintola, A.G. and Balogun, A.O. and Capretz, L.F. and Mojeed, H.A. and Basri, S. and Salihu, S.A. and Usman-Hamza, F.E. and Sadiku, P.O. and Balogun, G.B. and Alanamu, Z.O. (2022) Empirical Analysis of Forest Penalizing Attribute and Its Enhanced Variations for Android Malware Detection. Applied Sciences (Switzerland), 12 (9). ISSN 20763417

Odejide, B.J. and Bajeh, A.O. and Balogun, A.O. and Alanamu, Z.O. and Adewole, K.S. and Akintola, A.G. and Salihu, S.A. and Usman-Hamza, F.E. and Mojeed, H.A. (2022) An Empirical Study on Data Sampling Methods in Addressing Class Imbalance Problem in Software Defect Prediction. Lecture Notes in Networks and Systems, 501 LN. pp. 594-610. ISSN 23673370

Usman-Hamza, F.E. and Balogun, A.O. and Capretz, L.F. and Mojeed, H.A. and Mahamad, S. and Salihu, S.A. and Akintola, A.G. and Basri, S. and Amosa, R.T. and Salahdeen, N.K. (2022) Intelligent Decision Forest Models for Customer Churn Prediction. Applied Sciences (Switzerland), 12 (16). ISSN 20763417

Akintola, A.G. and Balogun, A.O. and Mojeed, H.A. and Usman-Hamza, F.E. and Salihu, S.A. and Adewole, K.S. and Balogun, G.B. and Sadiku, P.O. (2022) Performance Analysis of Machine Learning Methods with Class Imbalance Problem in Android Malware Detection. International Journal of Interactive Mobile Technologies, 16 (10). pp. 140-162. ISSN 18657923

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

Balogun, A.O. and Almomani, M. and Basri, S. and Almomani, O. and Capretz, L.F. and Khan, A.A. and Gilal, A.R. and Baashar, Y. (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 (8). ISSN 20477481

Mahamad, S. and Shuhaili, F.M. and Sulaiman, S. and Awang Rambli, D.R. and Balogun, A.O. (2022) Visual Signifier for Large Multi-Touch Display to Support Interaction in a Virtual Museum Interface. Applied Sciences (Switzerland), 12 (21). ISSN 20763417

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

Ameen, A.O. and Mojeed, H.A. and Bolariwa, A.T. and Balogun, A.O. and Mabayoje, M.A. and Usman-Hamzah, F.E. and Abdulraheem, M. (2021) Application of Shuffled Frog-Leaping Algorithm for Optimal Software Project Scheduling and Staffing. Lecture Notes on Data Engineering and Communications Technologies, 72. pp. 293-303. ISSN 23674512

Balogun, A.O. and Adewole, K.S. and Bajeh, A.O. and Jimoh, R.G. (2021) Cascade Generalization Based Functional Tree for Website Phishing Detection. Communications in Computer and Information Science, 1487 C. pp. 288-306. ISSN 18650929

Al-Tashi, Q. and Akhir, E.A.P. and Abdulkadir, S.J. and Mirjalili, S. and Shami, T.M. and Alhusssian, H. and Alqushaibi, A. and Alwadain, A. and Balogun, A.O. and Al-Zidi, N. (2021) Classification of reservoir recovery factor for oil and gas reservoirs: A multi-objective feature selection approach. Journal of Marine Science and Engineering, 9 (8). ISSN 20771312

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

Adeyemo, V.E. and Balogun, A.O. and Mojeed, H.A. and Akande, N.O. and Adewole, K.S. (2021) Ensemble-Based Logistic Model Trees for Website Phishing Detection. Communications in Computer and Information Science, 1347. pp. 627-641. ISSN 18650929

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 Mojeed, H.A. and Adewole, K.S. and Akintola, A.G. and Salihu, S.A. and Bajeh, A.O. and Jimoh, R.G. (2021) Optimized Decision Forest for Website Phishing Detection. Lecture Notes in Networks and Systems, 231 LN. pp. 568-582. ISSN 23673370

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 Akande, N.O. and Usman-Hamza, F.E. and Adeyemo, V.E. and Mabayoje, M.A. and Ameen, A.O. (2021) Rotation Forest-Based Logistic Model Tree for Website Phishing Detection. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12957 . pp. 154-169. ISSN 03029743

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

Alsariera, Y.A. and Adeyemo, V.E. and Balogun, A.O. and Alazzawi, A.K. (2020) AI Meta-Learners and Extra-Trees Algorithm for the Detection of Phishing Websites. IEEE Access, 8. pp. 142532-142542. ISSN 21693536

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

Bajeh, A.O. and Oluwatosin, O.-J. and Basri, S. and Akintola, A.G. and Balogun, A.O. (2020) Object-oriented measures as testability indicators: An empirical study. Journal of Engineering Science and Technology, 15 (2). pp. 1092-1108. ISSN 18234690

Alsariera, Y.A. and Elijah, A.V. and Balogun, A.O. (2020) Phishing Website Detection: Forest by Penalizing Attributes Algorithm and Its Enhanced Variations. Arabian Journal for Science and Engineering, 45 (12). pp. 10459-10470. ISSN 2193567X

Balogun, A.O. and Basri, S. and Jadid, S.A. and Mahamad, S. and Al-momani, M.A. and Bajeh, A.O. and Alazzawi, A.K. (2020) Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis. Advances in Intelligent Systems and Computing, 1224 A. pp. 492-503. ISSN 21945357

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

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Hashim, A.S. (2019) Performance analysis of feature selection methods in software defect prediction: A search method approach. Applied Sciences (Switzerland), 9 (13). ISSN 20763417

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

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.

Tella, A. and Ul Mustafa, M.R. and Balogun, A.O. and Okolie, C.J. and Yamusa, I.B. and Ibrahim, M.B. (2023) SPATIAL PREDICTION OF FLOOD IN KUALA LUMPUR CITY OF MALAYSIA USING LOGISTIC REGRESSION. 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.