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Pan-African Conference on Artificial Intelligence

Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Taye Girma Debelee

    1. Ethiopian Artificial Intelligence Instit, Addis Adaba, Ethiopia

  2. Achim Ibenthal

    1. HAWK University of Applied Sciences and Arts, Göttingen, Germany

  3. Friedhelm Schwenker

    1. Universität Ulm, Ulm, Germany

  4. Yehualashet Megersa Ayano

    1. Ethiopian Artificial Intelligence Instit, Addis Ababa, Ethiopia

Part of the book series: Communications in Computer and Information Science (CCIS, volume 2069)

Included in the following conference series:

Conference proceedings info: PanAfriConAI 2023.

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About this book

This two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to  exchange the best practices of joint Pan-African efforts to provide solutions for Africa’s key 21st century challenges in the social, economic and ecologic domains.
The 29 papers were thoroughly reviewed and selected from 134 submissions.
The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. AI in Finance and Cyber Security

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Improving the Accuracy of Financial Bankruptcy Prediction Using Ensemble Learning Techniques

      • Anthonia Oluchukwu Njoku, Berthine Nyunga Mpinda, Olushina Olawale Awe
      Pages 3-29

    3. Deep Learning and Machine Learning Techniques for Credit Scoring: A Review

      • Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee
      Pages 30-61

    4. Refining Detection Mechanism of Mobile Money Fraud Using MoMTSim Platform

      • Denish Azamuke, Marriette Katarahweire, Joshua Muleesi Businge, Samuel Kizza, Chrisostom Opio, Engineer Bainomugisha
      Pages 62-82

    5. An Investigation and Analysis of Vulnerabilities Surrounding Cryptocurrencies and Blockchain Technology

      • Isabelle Heyl, Dewald Blaauw, Bruce Watson
      Pages 83-106

    6. Towards a Supervised Machine Learning Algorithm for Cyberattacks Detection and Prevention in a Smart Grid Cybersecurity System

      • Takudzwa Vincent Banda, Dewald Blaauw, Bruce W. Watson
      Pages 107-128

    7. Classification of DGA-Based Malware Using Deep Hybrid Learning

      • Bereket Hailu Biru, Solomon Zemene Melese
      Pages 129-150

    8. A Review and Analysis of Cybersecurity Threats and Vulnerabilities, by Development of a Fuzzy Rule-Based Expert System

      • Matida Churu, Dewald Blaauw, Bruce Watson
      Pages 151-168

  3. Autonomous Vehicles

    1. Front Matter

      Pages 169-169
      Download chapter PDF

    2. Neural Network Based Model Reference Adaptive Control of Quadrotor UAV for Precision Agriculture

      • Muluken Menebo, Lebsework Negash, Dereje Shiferaw
      Pages 171-193

  5. Back Matter

    Pages 265-266
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Other volumes

  1. Pan-African Conference on Artificial Intelligence

  2. Pan-African Conference on Artificial Intelligence

Editors and Affiliations

  • Ethiopian Artificial Intelligence Instit, Addis Adaba, Ethiopia

    Taye Girma Debelee

  • HAWK University of Applied Sciences and Arts, Göttingen, Germany

    Achim Ibenthal

  • Universität Ulm, Ulm, Germany

    Friedhelm Schwenker

  • Ethiopian Artificial Intelligence Instit, Addis Ababa, Ethiopia

    Yehualashet Megersa Ayano

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