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| Link zu diesem Datensatz | https://d-nb.info/1349949981 |
| Art des Inhalts | Konferenzschrift |
| Titel | Artificial Intelligence Research : 5th Southern African Conference, SACAIR 2024, Bloemfontein, South Africa, December 2–6, 2024, Proceedings / edited by Aurona Gerber, Jacques Maritz, Anban W. Pillay |
| Person(en) |
Gerber, Aurona (Herausgeber) Maritz, Jacques (Herausgeber) Pillay, Anban W. (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIX, 510 p. 120 illus., 92 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-78254-1 Printed edition:: ISBN: 978-3-031-78256-5 |
| Inhalt | -- Algorithmic and Data Driven AI. -- Parameter-Efficient Fine-Tuning of Pre-trained Large Language Models for Financial Text Analysis. -- Optimally traversing explainability in Bayesian networks via the graphical Lasso. -- Assessing multilinguality of topic models on a short-text South African languages dataset. -- Cascaded RFM-based Fuzzy Clustering Model for Dynamic Customer Segmentation in Retail Sector. -- Automatic Assessment of Speech Impediment for South African Early Literacy Readers. -- Automated Enhancement of isiZulu Data Collection for the African Health Research Institute. -- AI in Education: An Analysis of Large Language Models for Twi Automatic Short Answer Grading. -- Enhancing Credit Risk Assessment through Transformer Based Machine Learning Models. -- Predicting and discovering weather patterns in South Africa using Spatial-Temporal Graph Neural Networks. -- Benchmarking Political Bias Classification with In-Context Learning: Insights from GPT-3.5, GPT-4, LLaMA-3, and Gemma-2. -- Uncovering the ANPR Performance Gap: A Commercial Systems Analysis. -- Neural Network-based Vehicular Channel Estimation Performance: Effect of Noise in the Training Set. -- Deep Learning-based Network Intrusion Detection Systems: A Systematic Literature Review. -- Impact of batch normalization on convolutional network representations. -- Does simple trump complex? Comparing strategies for adversarial robustness in DNNs. -- A novel approach to lion re-Identification using vision transformers. -- Assessing Data-Driven of Discriminative Deep Learning Models in Classification Task Using Synthetic Pandemic Dataset. -- Deep Neural Network Compression for Lightweight and Accurate Fish Classification. -- Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset. -- Automated Fish Detection in Underwater Environments: Performance Analysis of YOLOv8 and YOLO-NAS. -- Socio-technical and human-centred AI (Information Systems). -- The Effect of Generative AI on Cognitive Thinking Skills in Higher Education Institutions: A Systematic Literature Review. -- LLMs as Enablers of Accessible Business Process Modeling. -- The role of artificial intelligence in modern language translation and its societal applications: A systematic literature review. -- Deep Learning Forecasting of Photovoltaics Output Using Digital Twin Data. -- Responsible and Ethical AI (Philosophy, Law and Humanities). -- Requirements Engineering (RE) in Artificial Intelligence (AI) Systems Implementation: The Need to Emphasize Non-Functional Requirements (NFRs) for Ethical AI. -- Democratic AI: Justification for a Broad View of Public Reason. -- Symbolic AI and Knowledge Representation and Reasoning. -- Towards Propositional KLM-Style Defeasible Standpoint Logics. -- Non-monotonic Extensions to Formal Concept Analysis via Object Preferences. -- Knowledge Compilation for KLM-Style Defeasible Reasoning |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2412020320435.381539873499 DOI: 10.1007/978-3-031-78255-8 |
| URL | https://doi.org/10.1007/978-3-031-78255-8 |
| ISBN/Einband/Preis | 978-3-031-78255-8 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2326 |
| DDC-Notation | 496 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 490 Andere Sprachen |
| Online-Zugriff | Archivobjekt öffnen |
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