Dr. Kabir Opeyemi Olorede

@kwasu.edu.ng

Lecturer, Statistics and Mathematical Sciences/Faculty of Pure and Applied Sciences
Kwara State Universiry

Dr. Kabir Opeyemi Olorede


                        Download Compact PDF  
https://researchid.co/kabirolorede

EDUCATION

University of Ilorin, Ilorin, Nigeria
Ph.D. Statistics, September 2022
Thesis Topic: Sparse Sufficient Dimension Reduction Methods for High-Dimensional Regressions and Classifications with Information Complexity
Advisor: Professor Waheed Babatunde Yahya (UNILORIN)


University of Ilorin, Ilorin Nigeria
M.Sc. Statistics, January 2013
Thesis Topic: Comparison of Partial Least Squares and Principal Component Regression Methods: Evidence from Students’ Results Data

University of Ilorin, Ilorin, Nigeria
B.Sc. Statistics (Second Class Upper Division), July 2010
Thesis Topic: Comparison of Partial Least Squares and Principal Component Regression Methods: Evidence from Students’ Results Data
GPA: 4.26/5
CNET/EP (3.55/4)

Kwara State Polytechnic, Ilorin, Nigeria
National Diploma in Statistics, October 2006
GPA: 3.63/4
CNET/EP (3.74/4)

RESEARCH, TEACHING, or OTHER INTERESTS

Statistics, Probability and Uncertainty, Artificial Intelligence, Energy
80

Scholar Citations

6

Scholar h-index

1

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Beyond the hypes on data rebalancing in imbalance learning: towards a balanced framework and recommender system
    RM Isiaka, KO Olorede, RS Babatunde, FJ Ajao
    International Journal of Data Science and Analytics 21 (1), 58 , 2026
    2026
    Citations: 1
  • AI for Solving SDGs: A Trend Analysis of Public Interest in Sustainable Development Goals and Artificial Intelligence in Africa
    KO Olorede, A Ade-Ibijola
    ADCAIJ: Advances in Distributed Computing and Artificial Intelligence … , 2025
    2025
  • Efficient multiclass prediction using sliced inverse regression with covariance hybridisation: an application to degrees classification problem
    KO Olorede, WB Yahya
    International Journal of Data Science and Analytics 20 (5), 4963-4972 , 2025
    2025
  • Genetic diagnosis, classification, and risk prediction in cancer using next-generation sequencing in oncology
    KA Dauda, KO Olorede, AW Banjoko, WB Yahya, YO Ayipo
    Computational Approaches in Biomaterials and Biomedical Engineering … , 2024
    2024
    Citations: 3
  • A novel hybrid dimension reduction technique for efficient selection of bio-marker genes and prediction of heart failure status of patients
    KA Dauda, KO Olorede, SA Aderoju
    Scientific African 12, e00778 , 2021
    2021
    Citations: 8
  • Ethnobotanical Survey and Habitat Mapping of Medicinal Plants and Its Implication on Conservation Management in Rural Kwara Communities
    OKO Olalubi A. O., Salako G., Ajiboye A.T., Adetunde O. T.
    Research in Health Sciences 6 (2), 39-58 , 2021
    2021
  • Numerical Verification of Strut and Tie Models and Failure Modes of Reinforced Self-Compacting Concrete Deep Beams
    MA Akinpelu, BA Ibitoye, SO Odeyemi, KO Olorede
    International Journal of Engineering Research in Africa 53, 76-100 , 2021
    2021
    Citations: 6
  • Sufficient Dimension Reduction Based Classification of Nigerian Cities by Crimes against Properties Safety
    KO Olorede, WB Yahya
    Professional Statisticians Society of Nigeria (PSSN) , 2020
    2020
  • A new covariance estimator for sufficient dimension reduction in high-dimensional and undersized sample problems
    KO Olorede, WB Yahya
    arXiv preprint arXiv:1909.13017 , 2019
    2019
    Citations: 5
  • A New Covariance Estimator for Sufficient Dimension Reduction in High-Dimensional and Undersized Sample Problems
    K Opeyemi Olorede, W Babatunde Yahya
    arXiv e-prints, arXiv: 1909.13017 , 2019
    2019
  • ON THE STRENGTH OF AGREEMENT BETWEEN INITIAL AND FINAL ACADEMIC PERFORMANCES OF STUDENTS IN A NIGERIA UNIVERSITY SYSTEM
    AW Banjoko, WB Yahya, HS Abiodun, RB Afolayan, MK Garba, ...
    ABACUS (Mathematics Science Series) 45 (1) , 2018
    2018
  • Effectiveness of Contraceptive Usage among Reproductive Ages in Nigeria Using Artificial Neural Network (ANN).
    KA Dauda, AN Babatunde, KO Olorede, SO Abdulsalam, OR Ogundokun
    Computing & Information Systems 22 (1) , 2018
    2018
    Citations: 6
  • Competing risk modeling using cumulative incidence function: Application to recurrent bladder cancer data
    KA Dauda, WB Yahya, AW Banjoko, KO Olorede
    FUOYE Journal of Engineering and Technology, Federal University of Science … , 2018
    2018
    Citations: 1
  • On the Strength of Agreement between Initial and Final Academic performances in a Nigerian University System
    AW Banjoko, WB Yahya, HS Abiodun, RB Afolayan, MK Garba, ...
    ABACUS, Published by Mathematical Association of Nigeria , 2018
    2018
  • Partial Least Squares-Based Classification and Selection of Predictive Variables of Crimes against Properties in Nigeria
    KO Olorede, WB Yahya, AO Garuba, AW Banjoko, KA Dauda
    Edited Conference Proceedings of the 1st International Conference of the … , 2017
    2017
  • The Trade-off Between the PLSR and PCR Methods for Modeling Data with Collinear Structure
    Y WB, KO Olorede, G MK, AW Banjoko, KA Daudal
    Journal of the Nigerian Association of Mathematical Physics 39, 199-214 , 2017
    2017
    Citations: 1
  • Multiclass Feature Selection and Classification with Support Vector Machine in Genomic Study
    AW Banjoko, WB Yahya, MK Garba, OR Olaniran, LB Amusa, NF Gatta, ...
    group 1 (2), 51 , 2017
    2017
  • On the Approximation of Pareto Distribution to Exponential Distribution Using the Gini Coefficient of Inequality
    WB Yahya, MK Garba, L Amidu, KO Olorede, NF Gatta, LB Amusa
    Edited Conference Proceedings of the 1st International Conference of the … , 2017
    2017
  • Diversity and abundance of Anopheles (Diptera: Culicidae) species complex in some selected settlements in Ogbomoso Local Government Area of Oyo-State, Nigeria
    AO Oluwasogo, MA Adeyemi, S Gabriel, OO Kabir, AA Owolabi, OS Henry
    Malaria Contr Elimination MCE, an open access journal , 2016
    2016
    Citations: 4
  • On the Efficiency of Maximum Likelihood and Restricted Maximum Likelihood Estimators for Linear Mixed Effects Models
    WB Yahya, IA Adeniyi, RM Olayemi, KA Dauda, AW Banjoko, KO Olorede, ...
    Mathematical Association of Nigeria (MAN) , 2016
    2016

MOST CITED SCHOLAR PUBLICATIONS

  • Efficient support vector machine classification of diffuse large b-cell lymphoma and follicular lymphoma mRNA tissue samples
    AW Banjoko, WB Yahya, MK Garba, OR Olaniran, KA Dauda, KO Olorede
    Annals. Computer Science Series 13 (2), 69-79 , 2015
    2015
    Citations: 16
  • Peace and conflict management in Nigeria: Mapping the historical role of language in peace journalism in the 21st century
    SO Olerede, KO Olorede
    Peace and Conflict 5 (3) , 2015
    2015
    Citations: 9
  • Economic analysis and modelling of effects of NPK fertilizer levels on yield of yam
    KO Olorede, MA Alabi
    Math Theo Model 3 , 2013
    2013
    Citations: 9
  • A novel hybrid dimension reduction technique for efficient selection of bio-marker genes and prediction of heart failure status of patients
    KA Dauda, KO Olorede, SA Aderoju
    Scientific African 12, e00778 , 2021
    2021
    Citations: 8
  • Numerical Verification of Strut and Tie Models and Failure Modes of Reinforced Self-Compacting Concrete Deep Beams
    MA Akinpelu, BA Ibitoye, SO Odeyemi, KO Olorede
    International Journal of Engineering Research in Africa 53, 76-100 , 2021
    2021
    Citations: 6
  • Effectiveness of Contraceptive Usage among Reproductive Ages in Nigeria Using Artificial Neural Network (ANN).
    KA Dauda, AN Babatunde, KO Olorede, SO Abdulsalam, OR Ogundokun
    Computing & Information Systems 22 (1) , 2018
    2018
    Citations: 6
  • A new covariance estimator for sufficient dimension reduction in high-dimensional and undersized sample problems
    KO Olorede, WB Yahya
    arXiv preprint arXiv:1909.13017 , 2019
    2019
    Citations: 5
  • Diversity and abundance of Anopheles (Diptera: Culicidae) species complex in some selected settlements in Ogbomoso Local Government Area of Oyo-State, Nigeria
    AO Oluwasogo, MA Adeyemi, S Gabriel, OO Kabir, AA Owolabi, OS Henry
    Malaria Contr Elimination MCE, an open access journal , 2016
    2016
    Citations: 4
  • Hydration status in Nigeria: a cross-sectional study
    Y Olufadi, ABO Soboyejo, KO Olorede, AK Dauda
    Pakistan Journal of Nutrition 13 (5), 243-249 , 2014
    2014
    Citations: 4
  • Economic Selection of Efficient Level of NPK 16: 16: 16 Fertilizer for Improved Yield Performance of a Maize Variety in the South Guinea Savannah Zone of Nigeria
    KO Olorede, IW Mohammed, LB Adeleke
    International Institute for Science, Technology and Education 3 (1), 2224-5804 , 2013
    2013
    Citations: 4
  • Genetic diagnosis, classification, and risk prediction in cancer using next-generation sequencing in oncology
    KA Dauda, KO Olorede, AW Banjoko, WB Yahya, YO Ayipo
    Computational Approaches in Biomaterials and Biomedical Engineering … , 2024
    2024
    Citations: 3
  • A Test Procedure for Ordered Hypothesis of Population Proportions Against a Control.
    WB Yahya, OR Olaniran, MK Garba, I Oloyede, AW Banjoko, KA Dauda, ...
    Turkiye Klinikleri Journal of Biostatistics 8 (1) , 2016
    2016
    Citations: 2
  • Beyond the hypes on data rebalancing in imbalance learning: towards a balanced framework and recommender system
    RM Isiaka, KO Olorede, RS Babatunde, FJ Ajao
    International Journal of Data Science and Analytics 21 (1), 58 , 2026
    2026
    Citations: 1
  • Competing risk modeling using cumulative incidence function: Application to recurrent bladder cancer data
    KA Dauda, WB Yahya, AW Banjoko, KO Olorede
    FUOYE Journal of Engineering and Technology, Federal University of Science … , 2018
    2018
    Citations: 1
  • The Trade-off Between the PLSR and PCR Methods for Modeling Data with Collinear Structure
    Y WB, KO Olorede, G MK, AW Banjoko, KA Daudal
    Journal of the Nigerian Association of Mathematical Physics 39, 199-214 , 2017
    2017
    Citations: 1
  • On the Strength of Agreement Between Students’ Initial and Final Academic Performances in Nigerian University System
    AW Banjoko, WB Yahya, HS Abiodun, MO Adeleke, RB Afolayan, ...
    Mathematical Association of Nigeria , 2015
    2015
    Citations: 1
  • AI for Solving SDGs: A Trend Analysis of Public Interest in Sustainable Development Goals and Artificial Intelligence in Africa
    KO Olorede, A Ade-Ibijola
    ADCAIJ: Advances in Distributed Computing and Artificial Intelligence … , 2025
    2025
  • Efficient multiclass prediction using sliced inverse regression with covariance hybridisation: an application to degrees classification problem
    KO Olorede, WB Yahya
    International Journal of Data Science and Analytics 20 (5), 4963-4972 , 2025
    2025
  • Ethnobotanical Survey and Habitat Mapping of Medicinal Plants and Its Implication on Conservation Management in Rural Kwara Communities
    OKO Olalubi A. O., Salako G., Ajiboye A.T., Adetunde O. T.
    Research in Health Sciences 6 (2), 39-58 , 2021
    2021
  • Sufficient Dimension Reduction Based Classification of Nigerian Cities by Crimes against Properties Safety
    KO Olorede, WB Yahya
    Professional Statisticians Society of Nigeria (PSSN) , 2020
    2020