Comparative study between deep learning and bag of visual words for wild-animal recognition. - Emmanuel Okafor; Pornntiwa Pawara; Faik Karaaba; Olarik Surinta; Valeriu Codreanu; Lambert Schomaker; Marco A. Wiering (SSCI, 2016)

Data Augmentation for Plant Classification. - Pornntiwa Pawara; Emmanuel Okafor; Lambert Schomaker; Marco A. Wiering (ACIVS, 2017)

Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition. - Pornntiwa Pawara; Emmanuel Okafor; Olarik Surinta; Lambert Schomaker; Marco A. Wiering (ICPRAM, 2017)

Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities in Soccer. - Martijn Wagenaar; Emmanuel Okafor; Wouter Frencken; Marco A. Wiering (ICPRAM, 2017)

Operational data augmentation in classifying single aerial images of animals. - Emmanuel Okafor; Rik Smit; Lambert Schomaker; Marco A. Wiering (INISTA, 2017)

Deep Learning for Classification and as Tapped-Feature Generator in Medieval Word-Image Recognition. - Sukalpa Chanda; Emmanuel Okafor; Sébastien Hamel; Dominique Stutzmann; Lambert Schomaker (DAS, 2018)

Detection and Recognition of Badgers Using Deep Learning. - Emmanuel Okafor; Gerard Berendsen; Lambert Schomaker; Marco A. Wiering (ICANN (3), 2018)

An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals. - Emmanuel Okafor; Lambert Schomaker; Marco A. Wiering (J. Inf. Telecommun., 2018)

Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation. - Floris van Beers; Arvid Lindström; Emmanuel Okafor; Marco A. Wiering (ICPRAM, 2019)

One-vs-One classification for deep neural networks. - Pornntiwa Pawara; Emmanuel Okafor; Marc Groefsema; Sheng He; Lambert R. B. Schomaker; Marco A. Wiering (Pattern Recognit., 2020)

An overview of deep reinforcement learning for spectrum sensing in cognitive radio networks. - Felix Obite; Aliyu D. Usman; Emmanuel Okafor (Digit. Signal Process., 2021)

Heuristic and deep reinforcement learning-based PID control of trajectory tracking in a ball-and-plate system. - Emmanuel Okafor; Daniel Udekwe; Yusuf Ibrahim; Muhammed Bashir Mu'azu; Ekene Gabriel Okafor (J. Inf. Telecommun., 2021)

Explainable Artificial Intelligence for Prediction of Non-Technical Losses in Electricity Distribution Networks. - Obumneme Nwafor; Emmanuel Okafor; Ahmed A. Aboushady; Chioma Nwafor; Chengke Zhou (IEEE Access, 2023)

Robust Model Selection for Plant Leaf Image Recognition Based on Evolutionary Ant Colony Optimization With Learning Rate Schedule. - Thipwimon Chompookham; Sirawan Phiphiphatphaisit; Emmanuel Okafor; Olarik Surinta (IEEE Access, 2024)

Improving Neural Network-Based Multi-Label Classification With Pattern Loss Penalties. - Worawith Sangkatip; Phatthanaphong Chomphuwiset; Kaveepoj Bunluewong; Sakorn Mekruksavanich; Emmanuel Okafor; Olarik Surinta (IEEE Access, 2024)

AIWR: Aerial Image Water Resource Dataset for Segmentation Analysis. - Sangdaow Noppitak; Emmanuel Okafor; Olarik Surinta (CoRR, 2024)

EcoCropsAID: Economic Crops Aerial Image Dataset for Land Use Classification. - Sangdaow Noppitak; Emmanuel Okafor; Olarik Surinta (CoRR, 2024)

One-Stage-TFS: Thai One-Stage Fingerspelling Dataset for Fingerspelling Recognition Frameworks. - Siriwiwat Lata; Sirawan Phiphiphatphaisit; Emmanuel Okafor; Olarik Surinta (CoRR, 2024)

Comparing actor-critic deep reinforcement learning controllers for enhanced performance on a ball-and-plate system. - Daniel Udekwe; Ore-ofe Ajayi; Osichinaka Ubadike; Kumater Ter; Emmanuel Okafor (Expert Syst. Appl., 2024)

Deep reinforcement learning with light-weight vision model for sequential robotic object sorting. - Emmanuel Okafor; Mojeed Opeyemi Oyedeji; Motaz Alfarraj (J. King Saud Univ. Comput. Inf. Sci., 2024)

Explainable deep learning diagnostic system for prediction of lung disease from medical images. - Nussair Adel Hroub; Ali Nader Alsannaa; Maad Alowaifeer; Motaz Alfarraj; Emmanuel Okafor (Comput. Biol. Medicine, 2024)

Off-Policy Inspired Imitation Learning for Generation of Adversarial Malware. - Abdul Sami Mohammed; Emmanuel Okafor (AIAI (3), 2025)

Control Optimization of Steam Boilers via Reinforcement Learning. - Emmanuel Okafor; Maad Alowaifeer (IEEE Access, 2025)

Interpretable Deep Learning for Classifying Skin Lesions. - Mojeed Opeyemi Oyedeji; Emmanuel Okafor; Hussein Samma; Motaz Alfarraj (Int. J. Intell. Syst., 2025)