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@proceedings{DBLP:conf/panafricon/2023-1,
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57624-9},
doi = {10.1007/978-3-031-57624-9},
isbn = {978-3-031-57623-2},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/panafricon/2023-2,
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57639-3},
doi = {10.1007/978-3-031-57639-3},
isbn = {978-3-031-57638-6},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/AbdalazizS23,
author = {Ahmed Abdalaziz and
Friedhelm Schwenker},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Generating Synthetic Brain Tumor Data Using StyleGAN3 for Lower Class
Enhancement},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {73--87},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_4},
doi = {10.1007/978-3-031-57624-9\_4},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/AbdalazizS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/AbrahamTM23,
author = {Akalu Abraham and
Misganu Tuse and
Million Meshesha},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Automated Kidney Segmentation and Disease Classification Using CNN-Based
Models},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {60--72},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_3},
doi = {10.1007/978-3-031-57624-9\_3},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/AbrahamTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/AsmareY23,
author = {Habtamu Shiferaw Asmare and
Abdulkerim Mohammed Yibre},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Ge'ez Syntax Error Detection Using Deep Learning Approaches},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {203--220},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_11},
doi = {10.1007/978-3-031-57624-9\_11},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/AsmareY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/AzamukeKBKOB23,
author = {Denish Azamuke and
Marriette Katarahweire and
Joshua Muleesi Businge and
Samuel Kizza and
Chrisostom Opio and
Engineer Bainomugisha},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Refining Detection Mechanism of Mobile Money Fraud Using MoMTSim Platform},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {62--82},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_3},
doi = {10.1007/978-3-031-57639-3\_3},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/AzamukeKBKOB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/BandaBW23,
author = {Takudzwa Vincent Banda and
Dewald Blaauw and
Bruce W. Watson},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Towards a Supervised Machine Learning Algorithm for Cyberattacks Detection
and Prevention in a Smart Grid Cybersecurity System},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {107--128},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_5},
doi = {10.1007/978-3-031-57639-3\_5},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/BandaBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/BiruM23,
author = {Bereket Hailu Biru and
Solomon Zemene Melese},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Classification of DGA-Based Malware Using Deep Hybrid Learning},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {129--150},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_6},
doi = {10.1007/978-3-031-57639-3\_6},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/BiruM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/ChikotieWW23,
author = {Taurai T. Chikotie and
Bruce W. Watson and
Liam R. Watson},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Systems Thinking Application to Ethical and Privacy Considerations
in AI-Enabled Syndromic Surveillance Systems: Requirements for Under-Resourced
Countries in Southern Africa},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {197--218},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_9},
doi = {10.1007/978-3-031-57639-3\_9},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/ChikotieWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/ChuruBW23,
author = {Matida Churu and
Dewald Blaauw and
Bruce W. Watson},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {A Review and Analysis of Cybersecurity Threats and Vulnerabilities,
by Development of a Fuzzy Rule-Based Expert System},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {151--168},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_7},
doi = {10.1007/978-3-031-57639-3\_7},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/ChuruBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/DemisY23,
author = {Betimihirt Getnet Tsehay Demis and
Abdulkerim Mohammed Yibre},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Development of an Explainable Heart Failure Patients Survival Status
Prediction Model Using Machine Learning Algorithms},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {117--137},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_7},
doi = {10.1007/978-3-031-57624-9\_7},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/DemisY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/DemissieA23,
author = {Dereje Degeffa Demissie and
Fitsum Assamnew Andargie},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Explainable Rhythm-Based Heart Disease Detection from {ECG} Signals},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {101--116},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_6},
doi = {10.1007/978-3-031-57624-9\_6},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/DemissieA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/DenekeASMMAMMDG23,
author = {Bereket Siraw Deneke and
Rosa Tsegaye Aga and
Mesay Samuel and
Abel Mulat and
Ashenafi Mulat and
Abel Abebe and
Rahel Mekonnen and
Hiwot Mulugeta and
Taye Girma Debelee and
Worku Gachena},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Typewritten {OCR} Model for Ethiopic Characters},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {250--261},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_14},
doi = {10.1007/978-3-031-57624-9\_14},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/DenekeASMMAMMDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/EissaS23,
author = {Khaled Eissa and
Friedhelm Schwenker},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Fake vs. Real Face Discrimination Using Convolutional Neural Networks},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {219--241},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_10},
doi = {10.1007/978-3-031-57639-3\_10},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/EissaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/FeyisaADH23,
author = {Degaga Wolde Feyisa and
Yehualashet Megersa Ayano and
Taye Girma Debelee and
Samuel Sisay Hailu},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Multitask Deep Convolutional Neural Network with Attention for Pulmonary
Tuberculosis Detection and Weak Localization of Pathological Manifestations
in Chest X-Ray},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {46--59},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_2},
doi = {10.1007/978-3-031-57624-9\_2},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/FeyisaADH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/GhebregiorgisTK23,
author = {Bereket Desbele Ghebregiorgis and
Yonatan Yosef Tekle and
Mebrahtu Fisshaye Kidane and
Mussie Kaleab Keleta and
Rutta Fissehatsion Ghebraeb and
Daniel Tesfai Gebretatios},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Tigrinya End-to-End Speech Recognition: {A} Hybrid Connectionist Temporal
Classification-Attention Approach},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {221--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_12},
doi = {10.1007/978-3-031-57624-9\_12},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/GhebregiorgisTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/HabtamuG23,
author = {Robbel Habtamu and
Beakal Gizachew Assefa},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {State-of-the-Art Approaches to Word Sense Disambiguation: {A} Multilingual
Investigation},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {176--202},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_10},
doi = {10.1007/978-3-031-57624-9\_10},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/HabtamuG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/HeylBW23,
author = {Isabelle Heyl and
Dewald Blaauw and
Bruce W. Watson},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {An Investigation and Analysis of Vulnerabilities Surrounding Cryptocurrencies
and Blockchain Technology},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {83--106},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_4},
doi = {10.1007/978-3-031-57639-3\_4},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/HeylBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/LambamoSJ23,
author = {Wondimu Lambamo and
Ramasamy Srinivasagan and
Worku Jifara},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Speaker Identification Under Noisy Conditions Using Hybrid Deep Learning
Model},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {154--175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_9},
doi = {10.1007/978-3-031-57624-9\_9},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/LambamoSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/MadeboNS23,
author = {Muluken Menebo Madebo and
Lebsework Negash and
Dereje Shiferaw},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Neural Network Based Model Reference Adaptive Control of Quadrotor
{UAV} for Precision Agriculture},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {171--193},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_8},
doi = {10.1007/978-3-031-57639-3\_8},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/MadeboNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/MohamedM23,
author = {Yesuf Mohamed and
Wolfgang Menzel},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Transfer of Models and Resources for Under-Resourced Languages Semantic
Role Labeling},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {141--153},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_8},
doi = {10.1007/978-3-031-57624-9\_8},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/MohamedM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/NjokuMA23,
author = {Anthonia Oluchukwu Njoku and
Berthine Nyunga Mpinda and
Olushina Olawale Awe},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Improving the Accuracy of Financial Bankruptcy Prediction Using Ensemble
Learning Techniques},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {3--29},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_1},
doi = {10.1007/978-3-031-57639-3\_1},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/NjokuMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/SahleY23,
author = {Kalkidan A. Sahle and
Abdulkerim Mohammed Yibre},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Hybrid of Ensemble Machine Learning and Nature-Inspired Algorithms
for Divorce Prediction},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {242--264},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_11},
doi = {10.1007/978-3-031-57639-3\_11},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/SahleY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/TachbelieAAMMMM23,
author = {Martha Yifiru Tachbelie and
Solomon Teferra Abate and
Rosa Tsegaye Aga and
Rahel Mekonnen and
Hiwot Mulugeta and
Abel Mulat and
Ashenafi Mulat and
Solomon Merkebu and
Taye Girma Debelee and
Worku Gachena},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {237--249},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_13},
doi = {10.1007/978-3-031-57624-9\_13},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/TachbelieAAMMMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/TeferaDHW23,
author = {Yalemsew Abate Tefera and
Tsegamlak Terefe Debella and
Habib Mohammed Hussien and
Dereje Hailemariam Woldegebreal},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Compressed Amharic Text: {A} Prediction by Partial Match Context-Modeling
Algorithm},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {262--279},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_15},
doi = {10.1007/978-3-031-57624-9\_15},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/TeferaDHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/WubeEWD23,
author = {Hana Demma Wube and
Sintayehu Zekarias Esubalew and
Firesew Fayiso Weldesellasie and
Taye Girma Debelee},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Deep Learning and Machine Learning Techniques for Credit Scoring:
{A} Review},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2069},
pages = {30--61},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57639-3\_2},
doi = {10.1007/978-3-031-57639-3\_2},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/WubeEWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/YefouCSA23,
author = {Uriel Nguefack Yefou and
Pauline Ornela Megne Choudja and
Binta Sow and
Abduljaleel Adejumo},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Optimized Machine Learning Models for Hepatitis {C} Prediction: Leveraging
Optuna for Hyperparameter Tuning and Streamlit for Model Deployment},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {88--100},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_5},
doi = {10.1007/978-3-031-57624-9\_5},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/YefouCSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/ZewdeMADF23,
author = {Elbetel Taye Zewde and
Mersibon Melese Motuma and
Yehualashet Megersa Ayano and
Taye Girma Debelee and
Degaga Wolde Feyisa},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker and
Yehualashet Megersa Ayano},
title = {Machine Learning Based Stroke Segmentation and Classification from
CT-Scan: {A} Survey},
booktitle = {Pan-African Conference on Artificial Intelligence - Second Conference,
PanAfriCon {AI} 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2068},
pages = {3--45},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57624-9\_1},
doi = {10.1007/978-3-031-57624-9\_1},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/ZewdeMADF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/panafricon/2022,
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-31327-1},
doi = {10.1007/978-3-031-31327-1},
isbn = {978-3-031-31326-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/Assefa22,
author = {Shimelis G. Assefa},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Data Management Strategy for {AI} Deployment in Ethiopian Healthcare
System},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {50--66},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_3},
doi = {10.1007/978-3-031-31327-1\_3},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/panafricon/Assefa22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/DebeleeA22,
author = {Taye Girma Debelee and
Yehualashet Megersa Ayano},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Deep Learning Models for Audio Processing Applications Under Resource-Constrained
Devices: {A} Survey},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {209--232},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_12},
doi = {10.1007/978-3-031-31327-1\_12},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/DebeleeA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/DebeleeKWT22,
author = {Taye Girma Debelee and
Samuel Rahimeto Kebede and
Fraol Gelana Waldamichael and
Daniel Moges Tadesse},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Wheat Yield Prediction Using Machine Learning: {A} Survey},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {114--132},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_7},
doi = {10.1007/978-3-031-31327-1\_7},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/DebeleeKWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/EsubalewBF22,
author = {Sintayehu Zekarias Esubalew and
Ashenafi Kifleyohans Birhanu and
Fikir Awoke Fantahun},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Classification and Detection of Prohibited Objects in X-Ray Baggage
Security Images},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {277--296},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_16},
doi = {10.1007/978-3-031-31327-1\_16},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/EsubalewBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/FaragS22,
author = {Marwan Farag and
Friedhelm Schwenker},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Using Generative Adversarial Networks for Single Image Super-Resolution},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {154--168},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_9},
doi = {10.1007/978-3-031-31327-1\_9},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/FaragS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/HabteIBD22,
author = {Sinshaw Bekele Habte and
Achim Ibenthal and
Ephrem Teshale Bekele and
Taye Girma Debelee},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Convolution Filter Equivariance/Invariance in Convolutional Neural
Networks: {A} Survey},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {191--205},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_11},
doi = {10.1007/978-3-031-31327-1\_11},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/HabteIBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/HarerKI22,
author = {David H{\"{a}}rer and
Konrad Kraft and
Achim Ibenthal},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Small Training Datasets for Deep Learning Based Medical Diagnosis},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {135--153},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_8},
doi = {10.1007/978-3-031-31327-1\_8},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/HarerKI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/JemberAD22,
author = {Amsalu Fentie Jember and
Yehualashet Megersa Ayano and
Taye Girma Debelee},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial
Neural Network},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {3--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_1},
doi = {10.1007/978-3-031-31327-1\_1},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/JemberAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/KassaW22,
author = {Mesfin Kebede Kassa and
Hana Demma Wube},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Benefits and Challenges of Industry 4.0 in African Emerging Economies},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {261--276},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_15},
doi = {10.1007/978-3-031-31327-1\_15},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/KassaW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/NegiaTM22,
author = {Mengistu Kinfe Negia and
Rahel Mekonen Tamiru and
Million Meshesha},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Morpheme Based Amharic-Kistanigna Bi-directional Machine Translation
Using Deep Learning},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {245--257},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_14},
doi = {10.1007/978-3-031-31327-1\_14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/NegiaTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/SamuelSSBB22,
author = {Mesay Samuel Samuel and
Lars Schmidt{-}Thieme and
Durga Prasad Sharma and
Abiot Sinamo Boltena and
Abey Bruck},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Offline Handwritten Amharic Character Recognition Using Few-Shot Learning},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {233--244},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_13},
doi = {10.1007/978-3-031-31327-1\_13},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/SamuelSSBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/SenbatuGA22,
author = {Dereje Hinsermu Senbatu and
Birhanu Shimelis Girma and
Yehualashet Megersa Ayano},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Tomato Leaf Disease Detection and Classification Using Custom Modified
AlexNet},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {95--113},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_6},
doi = {10.1007/978-3-031-31327-1\_6},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/SenbatuGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/SimegnD22,
author = {Gizeaddis Lamesgin Simegn and
Mizanu Zelalem Degu},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {AI-Based Heart Disease and Brain Stroke Prediction Using Multi-modal
Patient Data},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {67--78},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_4},
doi = {10.1007/978-3-031-31327-1\_4},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/SimegnD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/SolymanS22,
author = {Shehabeldin Solyman and
Friedhelm Schwenker},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Lung Tumor Detection and Recognition Using Deep Convolutional Neural
Networks},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {79--91},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_5},
doi = {10.1007/978-3-031-31327-1\_5},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/SolymanS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/WaldamichaelKAD22,
author = {Fraol Gelana Waldamichael and
Samuel Rahimeto Kebede and
Yehualashet Megersa Ayano and
Messay Tesfaye Demissie and
Taye Girma Debelee},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {A Multi-input Architecture for the Classification of Skin Lesions
Using ResNets and Metadata},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {27--49},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_2},
doi = {10.1007/978-3-031-31327-1\_2},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/WaldamichaelKAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/panafricon/YesufA22,
author = {Mubarek Mohammed Yesuf and
Beakal Gizachew Assefa},
editor = {Taye Girma Debelee and
Achim Ibenthal and
Friedhelm Schwenker},
title = {Model Compression Techniques in Deep Neural Networks},
booktitle = {Pan-African Conference on Artificial Intelligence - First Conference,
PanAfriCon {AI} 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1800},
pages = {169--190},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-31327-1\_10},
doi = {10.1007/978-3-031-31327-1\_10},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/panafricon/YesufA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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