BibTeX records: Emmanuel Okafor

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@article{DBLP:journals/access/SangkatipCBMOS24,
  author       = {Worawith Sangkatip and
                  Phatthanaphong Chomphuwiset and
                  Kaveepoj Bunluewong and
                  Sakorn Mekruksavanich and
                  Emmanuel Okafor and
                  Olarik Surinta},
  title        = {Improving Neural Network-Based Multi-Label Classification With Pattern
                  Loss Penalties},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {52237--52248},
  year         = {2024},
  url          = {https://doi.org/10.1109/ACCESS.2024.3386841},
  doi          = {10.1109/ACCESS.2024.3386841},
  timestamp    = {Mon, 22 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/SangkatipCBMOS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/cbm/HroubAAAO24,
  author       = {Nussair Adel Hroub and
                  Ali Nader Alsannaa and
                  Maad Alowaifeer and
                  Motaz Alfarraj and
                  Emmanuel Okafor},
  title        = {Explainable deep learning diagnostic system for prediction of lung
                  disease from medical images},
  journal      = {Comput. Biol. Medicine},
  volume       = {170},
  pages        = {108012},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.compbiomed.2024.108012},
  doi          = {10.1016/J.COMPBIOMED.2024.108012},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cbm/HroubAAAO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jksucis/OkaforOA24,
  author       = {Emmanuel Okafor and
                  Mojeed Opeyemi Oyedeji and
                  Motaz Alfarraj},
  title        = {Deep reinforcement learning with light-weight vision model for sequential
                  robotic object sorting},
  journal      = {J. King Saud Univ. Comput. Inf. Sci.},
  volume       = {36},
  number       = {1},
  pages        = {101896},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.jksuci.2023.101896},
  doi          = {10.1016/J.JKSUCI.2023.101896},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jksucis/OkaforOA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/access/NwaforOANZ23,
  author       = {Obumneme Nwafor and
                  Emmanuel Okafor and
                  Ahmed A. Aboushady and
                  Chioma Nwafor and
                  Chengke Zhou},
  title        = {Explainable Artificial Intelligence for Prediction of Non-Technical
                  Losses in Electricity Distribution Networks},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {73104--73115},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3295688},
  doi          = {10.1109/ACCESS.2023.3295688},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/NwaforOANZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/dsp/ObiteUO21,
  author       = {Felix Obite and
                  Aliyu D. Usman and
                  Emmanuel Okafor},
  title        = {An overview of deep reinforcement learning for spectrum sensing in
                  cognitive radio networks},
  journal      = {Digit. Signal Process.},
  volume       = {113},
  pages        = {103014},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.dsp.2021.103014},
  doi          = {10.1016/J.DSP.2021.103014},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dsp/ObiteUO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jiat/OkaforUIMO21,
  author       = {Emmanuel Okafor and
                  Daniel Udekwe and
                  Yusuf Ibrahim and
                  Muhammed Bashir Mu'azu and
                  Ekene Gabriel Okafor},
  title        = {Heuristic and deep reinforcement learning-based {PID} control of trajectory
                  tracking in a ball-and-plate system},
  journal      = {J. Inf. Telecommun.},
  volume       = {5},
  number       = {2},
  pages        = {179--196},
  year         = {2021},
  url          = {https://doi.org/10.1080/24751839.2020.1833137},
  doi          = {10.1080/24751839.2020.1833137},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiat/OkaforUIMO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pr/PawaraOGHSW20,
  author       = {Pornntiwa Pawara and
                  Emmanuel Okafor and
                  Marc Groefsema and
                  Sheng He and
                  Lambert R. B. Schomaker and
                  Marco A. Wiering},
  title        = {One-vs-One classification for deep neural networks},
  journal      = {Pattern Recognit.},
  volume       = {108},
  pages        = {107528},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.patcog.2020.107528},
  doi          = {10.1016/J.PATCOG.2020.107528},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/PawaraOGHSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/BeersLOW19,
  author       = {Floris van Beers and
                  Arvid Lindstr{\"{o}}m and
                  Emmanuel Okafor and
                  Marco A. Wiering},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {Deep Neural Networks with Intersection over Union Loss for Binary
                  Image Segmentation},
  booktitle    = {Proceedings of the 8th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2019, Prague, Czech Republic, February
                  19-21, 2019},
  pages        = {438--445},
  publisher    = {SciTePress},
  year         = {2019},
  url          = {https://doi.org/10.5220/0007347504380445},
  doi          = {10.5220/0007347504380445},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpram/BeersLOW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jiat/OkaforSW18,
  author       = {Emmanuel Okafor and
                  Lambert Schomaker and
                  Marco A. Wiering},
  title        = {An analysis of rotation matrix and colour constancy data augmentation
                  in classifying images of animals},
  journal      = {J. Inf. Telecommun.},
  volume       = {2},
  number       = {4},
  pages        = {465--491},
  year         = {2018},
  url          = {https://doi.org/10.1080/24751839.2018.1479932},
  doi          = {10.1080/24751839.2018.1479932},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jiat/OkaforSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/das/ChandaOHSS18,
  author       = {Sukalpa Chanda and
                  Emmanuel Okafor and
                  S{\'{e}}bastien Hamel and
                  Dominique Stutzmann and
                  Lambert Schomaker},
  title        = {Deep Learning for Classification and as Tapped-Feature Generator in
                  Medieval Word-Image Recognition},
  booktitle    = {13th {IAPR} International Workshop on Document Analysis Systems, {DAS}
                  2018, Vienna, Austria, April 24-27, 2018},
  pages        = {217--222},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/DAS.2018.82},
  doi          = {10.1109/DAS.2018.82},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/das/ChandaOHSS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/OkaforBSW18,
  author       = {Emmanuel Okafor and
                  Gerard Berendsen and
                  Lambert Schomaker and
                  Marco A. Wiering},
  editor       = {Vera Kurkov{\'{a}} and
                  Yannis Manolopoulos and
                  Barbara Hammer and
                  Lazaros S. Iliadis and
                  Ilias Maglogiannis},
  title        = {Detection and Recognition of Badgers Using Deep Learning},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
                  International Conference on Artificial Neural Networks, Rhodes, Greece,
                  October 4-7, 2018, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11141},
  pages        = {554--563},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01424-7\_54},
  doi          = {10.1007/978-3-030-01424-7\_54},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icann/OkaforBSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acivs/PawaraOSW17,
  author       = {Pornntiwa Pawara and
                  Emmanuel Okafor and
                  Lambert Schomaker and
                  Marco A. Wiering},
  editor       = {Jacques Blanc{-}Talon and
                  Rudi Penne and
                  Wilfried Philips and
                  Dan C. Popescu and
                  Paul Scheunders},
  title        = {Data Augmentation for Plant Classification},
  booktitle    = {Advanced Concepts for Intelligent Vision Systems - 18th International
                  Conference, {ACIVS} 2017, Antwerp, Belgium, September 18-21, 2017,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10617},
  pages        = {615--626},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-70353-4\_52},
  doi          = {10.1007/978-3-319-70353-4\_52},
  timestamp    = {Mon, 26 Jun 2023 20:46:28 +0200},
  biburl       = {https://dblp.org/rec/conf/acivs/PawaraOSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/WagenaarOFW17,
  author       = {Martijn Wagenaar and
                  Emmanuel Okafor and
                  Wouter Frencken and
                  Marco A. Wiering},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities
                  in Soccer},
  booktitle    = {Proceedings of the 6th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2017, Porto, Portugal, February
                  24-26, 2017},
  pages        = {448--455},
  publisher    = {SciTePress},
  year         = {2017},
  url          = {https://doi.org/10.5220/0006194804480455},
  doi          = {10.5220/0006194804480455},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/WagenaarOFW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/PawaraOSSW17,
  author       = {Pornntiwa Pawara and
                  Emmanuel Okafor and
                  Olarik Surinta and
                  Lambert Schomaker and
                  Marco A. Wiering},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional
                  Neural Networks for Plant Recognition},
  booktitle    = {Proceedings of the 6th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2017, Porto, Portugal, February
                  24-26, 2017},
  pages        = {479--486},
  publisher    = {SciTePress},
  year         = {2017},
  url          = {https://doi.org/10.5220/0006196204790486},
  doi          = {10.5220/0006196204790486},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/PawaraOSSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/inista/OkaforSSW17,
  author       = {Emmanuel Okafor and
                  Rik Smit and
                  Lambert Schomaker and
                  Marco A. Wiering},
  editor       = {Piotr Jedrzejowicz and
                  T{\"{u}}lay Yildirim and
                  Ireneusz Czarnowski},
  title        = {Operational data augmentation in classifying single aerial images
                  of animals},
  booktitle    = {{IEEE} International Conference on INnovations in Intelligent SysTems
                  and Applications, {INISTA} 2017, Gdynia, Poland, July 3-5, 2017},
  pages        = {354--360},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/INISTA.2017.8001185},
  doi          = {10.1109/INISTA.2017.8001185},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/inista/OkaforSSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/OkaforPKSCSW16,
  author       = {Emmanuel Okafor and
                  Pornntiwa Pawara and
                  Faik Karaaba and
                  Olarik Surinta and
                  Valeriu Codreanu and
                  Lambert Schomaker and
                  Marco A. Wiering},
  title        = {Comparative study between deep learning and bag of visual words for
                  wild-animal recognition},
  booktitle    = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2016, Athens, Greece, December 6-9, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SSCI.2016.7850111},
  doi          = {10.1109/SSCI.2016.7850111},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/OkaforPKSCSW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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