Emmanuel Okafor

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Top Venues

J. Inf. Telecommun.

Pattern Recognit.

Publications

Nussair Adel Hroub, Ali Nader Alsannaa, Maad Alowaifeer, Motaz Alfarraj, Emmanuel Okafor
Explainable deep learning diagnostic system for prediction of lung disease from medical images. Comput. Biol. Medicine 170 (2024)
Worawith Sangkatip, Phatthanaphong Chomphuwiset, Kaveepoj Bunluewong, Sakorn Mekruksavanich, Emmanuel Okafor, Olarik Surinta
Improving Neural Network-Based Multi-Label Classification With Pattern Loss Penalties. IEEE Access 12 (2024)
Emmanuel Okafor, Mojeed Opeyemi Oyedeji, Motaz Alfarraj
Deep reinforcement learning with light-weight vision model for sequential robotic object sorting. J. King Saud Univ. Comput. Inf. Sci. 36 (1) (2024)
Daniel Udekwe, Ore-ofe Ajayi, Osichinaka Ubadike, Kumater Ter, Emmanuel Okafor
Comparing actor-critic deep reinforcement learning controllers for enhanced performance on a ball-and-plate system. Expert Syst. Appl. 245 (2024)
Obumneme Nwafor, Emmanuel Okafor, Ahmed A. Aboushady, Chioma Nwafor, Chengke Zhou
Explainable Artificial Intelligence for Prediction of Non-Technical Losses in Electricity Distribution Networks. IEEE Access 11 (2023)
Emmanuel Okafor, Daniel Udekwe, Yusuf Ibrahim, Muhammed Bashir Mu'azu, Ekene Gabriel Okafor
Heuristic and deep reinforcement learning-based PID control of trajectory tracking in a ball-and-plate system. J. Inf. Telecommun. 5 (2) (2021)
Felix Obite, Aliyu D. Usman, Emmanuel Okafor
An overview of deep reinforcement learning for spectrum sensing in cognitive radio networks. Digit. Signal Process. 113 (2021)
Pornntiwa Pawara, Emmanuel Okafor, Marc Groefsema, Sheng He, Lambert R. B. Schomaker, Marco A. Wiering
One-vs-One classification for deep neural networks. Pattern Recognit. 108 (2020)
Floris van Beers, Arvid Lindström, Emmanuel Okafor, Marco A. Wiering
Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation. ICPRAM (2019)
Emmanuel Okafor, Gerard Berendsen, Lambert Schomaker, Marco A. Wiering
Detection and Recognition of Badgers Using Deep Learning. ICANN (3) (2018)
Sukalpa Chanda, Emmanuel Okafor, Sébastien Hamel, Dominique Stutzmann, Lambert Schomaker
Deep Learning for Classification and as Tapped-Feature Generator in Medieval Word-Image Recognition. DAS (2018)
Emmanuel Okafor, Lambert Schomaker, Marco A. Wiering
An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals. J. Inf. Telecommun. 2 (4) (2018)
Pornntiwa Pawara, Emmanuel Okafor, Olarik Surinta, Lambert Schomaker, Marco A. Wiering
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition. ICPRAM (2017)
Emmanuel Okafor, Rik Smit, Lambert Schomaker, Marco A. Wiering
Operational data augmentation in classifying single aerial images of animals. INISTA (2017)
Martijn Wagenaar, Emmanuel Okafor, Wouter Frencken, Marco A. Wiering
Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities in Soccer. ICPRAM (2017)
Pornntiwa Pawara, Emmanuel Okafor, Lambert Schomaker, Marco A. Wiering
Data Augmentation for Plant Classification. ACIVS (2017)
Emmanuel Okafor, Pornntiwa Pawara, Faik Karaaba, Olarik Surinta, Valeriu Codreanu, Lambert Schomaker, Marco A. Wiering
Comparative study between deep learning and bag of visual words for wild-animal recognition. SSCI (2016)