LEADER 06112nam 22007695 450 001 9910847574003321 005 20240410152922.0 010 $a3-031-57639-X 024 7 $a10.1007/978-3-031-57639-3 035 $a(MiAaPQ)EBC31267340 035 $a(Au-PeEL)EBL31267340 035 $a(CKB)31406587000041 035 $a(DE-He213)978-3-031-57639-3 035 $a(EXLCZ)9931406587000041 100 $a20240410d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPan-African Conference on Artificial Intelligence$b[electronic resource] $eSecond Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5?6, 2023, Revised Selected Papers, Part II /$fedited by Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (278 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2069 311 $a3-031-57638-1 327 $aMachine learning based stroke segmentation and classification from CT-Scan: A survey -- Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-ray -- Automated Kidney Segmentation and Disease Classification Using CNN-based Models -- Generating Synthetic Brain Tumor Data using StyleGAN3 For Lower Class Enhancement -- Optimized Machine Learning models for hepatitis C prediction: Leveraging Optuna for Hyperparameter Tuning and Streamlit for Model deployment -- Explainable Rhythm-based Heart Disease Detection from ECG Signals -- Development of an Explainable Heart Failure Patients Survival Status Prediction Model Using Machine Learning Algorithms -- Natural Language Processing, Text and Speech Processing -- Transfer of models and resources for under-resourced languages Semantic Role Labeling -- Speaker Identification under Noisy Conditions using Hybrid Deep Learning Model -- State-of-the-Art Approaches to Word Sense Disambiguation: A Multilingual Investigation -- Ge?ez Syntax Error Detection Using Deep Learning Approaches -- Tigrinya End-to-End Speech Recognition: A Hybrid Connectionist Temporal Classification-Attention Approach -- DNN-based Supervised Spontaneous Court Hearing Transcription for Amharic -- Typewritten OCR Model for Ethiopic Characters -- Compressed Amharic Text: A Prediction by Partial Match Context-modeling Algorithm -- AI in Finance and Cyber Security -- Improving the Accuracy of Financial Bankruptcy Prediction using Ensemble Learning Techniques -- Deep Learning and Machine Learning Techniques for Credit Scoring: A Review -- MoMTSim Platform -- An Investigation and Analysis of Vulnerabilities Surrounding Cryptocurrencies and Blockchain Technology -- Towards a Supervised Machine Learning Algorithm for Cyberattacks Detectionand Prevention in a Smart Grid Cybersecurity System -- Classification of DGA-Based Malware Using Deep Hybrid Learning -- A Review and Analysis of Cybersecurity Threats and Vulnerabilities, by Development of a Fuzzy Rule-Based Expert System -- Autonomous Vehicles -- Neural Network Based Model Reference Adaptive Control of Quadrotor UAV for Precision Agriculture -- AI Ethics and Life Sciences -- Systems Thinking Application to Ethical and Privacy Considerations in AI-Enabled Syndromic Surveillance Systems: Requirements for Under-Resourced Countries in Southern Africa -- Fake vs. Real Face Discrimination Using Convolutional Neural Networks -- Hybrid of Ensemble Machine Learning and Nature-Inspired Algorithms. 330 $aThis two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to exchange the best practices of joint Pan-African efforts to provide solutions for Africa?s key 21st century challenges in the social, economic and ecologic domains. The 29 papers were thoroughly reviewed and selected from 134 submissions. The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2069 606 $aArtificial intelligence 606 $aMachine learning 606 $aRobotics 606 $aApplication software 606 $aNatural language processing (Computer science) 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial Intelligence 606 $aMachine Learning 606 $aRobotics 606 $aComputer and Information Systems Applications 606 $aNatural Language Processing (NLP) 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aArtificial intelligence. 615 0$aMachine learning. 615 0$aRobotics. 615 0$aApplication software. 615 0$aNatural language processing (Computer science). 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aArtificial Intelligence. 615 24$aMachine Learning. 615 24$aRobotics. 615 24$aComputer and Information Systems Applications. 615 24$aNatural Language Processing (NLP). 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.3 700 $aDebelee$b Taye Girma$01736167 701 $aIbenthal$b Achim$01361226 701 $aSchwenker$b Friedhelm$01361227 701 $aMegersa Ayano$b Yehualashet$01736168 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910847574003321 996 $aPan-African Conference on Artificial Intelligence$94156080 997 $aUNINA