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Emmanuel Okafor

Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation
2019 · Floris van Beers, Arvid Lindström, et al. · International Conference on Pattern Recognition Applications and Methods · 121
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition
2017 · Pornntiwa Pawara, Emmanuel Okafor, et al. · International Conference on Pattern Recognition Applications and Methods · 120
Data Augmentation for Plant Classification
2017 · Pornntiwa Pawara, Emmanuel Okafor, et al. · Lecture notes in computer science · 114
Lead-Free Double Perovskites: A Review of the Structural, Optoelectronic, Mechanical, and Thermoelectric Properties Derived from First-Principles Calculations, and Materials Design Applicable for Pedagogical Purposes
2024 · David O. Obada, Shittu B. Akinpelu, et al. · Crystals · 95
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One-vs-One classification for deep neural networks
2020 · Pornntiwa Pawara, Emmanuel Okafor, et al. · Pattern Recognition · 84
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An overview of deep reinforcement learning for spectrum sensing in cognitive radio networks
2021 · Felix Obite, Aliyu D. Usman, et al. · Digital Signal Processing · 52
Comparative study between deep learning and bag of visual words for wild-animal recognition
2016 · Emmanuel Okafor, Pornntiwa Pawara, et al. · IEEE Symposium Series on Computational Intelligence (SSCI) · 47
Explainable deep learning diagnostic system for prediction of lung disease from medical images
2024 · Nussair Adel Hroub, Ali Nader Alsannaa, et al. · Computers in Biology and Medicine · 44
Explainable machine learning for predicting the band gaps of ABX3 perovskites
2023 · David O. Obada, Emmanuel Okafor, et al. · Materials Science in Semiconductor Processing · 44
Operational data augmentation in classifying single aerial images of animals
2017 · Emmanuel Okafor, Rik Smit, et al. · 37
An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals
2018 · Emmanuel Okafor, Lambert Schomaker, et al. · Journal of Information and Telecommunication · 29
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Hydroxyapatite materials-synthesis routes, mechanical behavior, theoretical insights, and artificial intelligence models: a review
2023 · David O. Obada, Semiyou A Osseni, et al. · Journal of the Australian Ceramic Society · 26
Heuristic and deep reinforcement learning-based PID control of trajectory tracking in a ball-and-plate system
2020 · Emmanuel Okafor, Emmanuel Okafor, et al. · Journal of Information and Telecommunication · 25
Comparing actor-critic deep reinforcement learning controllers for enhanced performance on a ball-and-plate system
2023 · Daniel Udekwe, Ore-ofe Ajayi, et al. · Expert Systems with Applications · 24
Interpretable machine learning methods to predict the mechanical properties of ABX3 perovskites
2024 · S.B. Akinpelu, S.A. Abolade, et al. · Results in Physics · 22
Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities in Soccer
2017 · Martijn Wagenaar, Emmanuel Okafor, et al. · International Conference on Pattern Recognition Applications and Methods · 19
Machine Learning for Photocatalytic Materials Design and Discovery
2025 · David O. Obada, Shittu B. Akinpelu, et al. · Crystals · 16
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Ensemble learning prediction of transmittance at different wavenumbers in natural hydroxyapatite
2020 · Emmanuel Okafor, David O. Obada, et al. · Scientific African · 15
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Explainable Artificial Intelligence for Prediction of Non-Technical Losses in Electricity Distribution Networks
2023 · Obumneme Nwafor, Emmanuel Okafor, et al. · IEEE Access · 14
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Comparative Study of Ensemble Learning Techniques for Text Classification
2021 · Yusuf Ibrahim, Emmanuel Okafor, et al. · International Conference on Multidisciplinary Engineering and Applied Science (ICMEAS) · 13
Deep reinforcement learning with light-weight vision model for sequential robotic object sorting
2023 · Emmanuel Okafor, Mojeed Oyedeji, et al. · Journal of King Saud University - Computer and Information Sciences · 12
Prediction of the reflection intensity of natural hydroxyapatite using generalized linear model and ensemble learning methods
2020 · Emmanuel Okafor, David O. Obada, et al. · Engineering Reports · 12
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Interpretable Deep Learning for Classifying Skin Lesions
2025 · Mojeed Opeyemi Oyedeji, Emmanuel Okafor, et al. · International Journal of Intelligent Systems · 9
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Vehicle image datasets for image classification
2024 · Narong Boonsirisumpun, Emmanuel Okafor, et al. · Data in Brief · 8
Optimization of RBF-SVM hyperparameters using genetic algorithm for face recognit
2021 · Y. Ibrahim, E. Okafor, et al. · Nigerian Journal of Technology · 7
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Works count: 68
Citation count: 1,092
H-index: 17
I10-index: 23
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