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Pan-African Conference on Artificial Intelligence [[electronic resource] ] : Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part II / / edited by Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
| Pan-African Conference on Artificial Intelligence [[electronic resource] ] : Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part II / / edited by Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano |
| Autore | Debelee Taye Girma |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (278 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
IbenthalAchim
SchwenkerFriedhelm Megersa AyanoYehualashet |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Machine learning Robotics Application software Natural language processing (Computer science) Image processing - Digital techniques Computer vision Artificial Intelligence Machine Learning Computer and Information Systems Applications Natural Language Processing (NLP) Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN | 3-031-57639-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine 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. |
| Record Nr. | UNINA-9910847574003321 |
Debelee Taye Girma
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pan-African Conference on Artificial Intelligence [[electronic resource] ] : Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part I / / edited by Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
| Pan-African Conference on Artificial Intelligence [[electronic resource] ] : Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part I / / edited by Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano |
| Autore | Debelee Taye Girma |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (294 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
IbenthalAchim
SchwenkerFriedhelm Megersa AyanoYehualashet |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Machine learning Robotics Natural language processing (Computer science) Application software Image processing - Digital techniques Computer vision Artificial Intelligence Machine Learning Natural Language Processing (NLP) Computer and Information Systems Applications Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN | 3-031-57624-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine 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. |
| Record Nr. | UNINA-9910847588103321 |
|
Debelee Taye Girma
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||