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Artificial intelligence research5th Southern African conference, SACAIR 2024, Bloemfontein, South Africa, December 2-6, 2024, proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence researchedited by Aurona Gerber, Jacques Maritz, Anban W. Pillay.
其他題名:	5th Southern African conference, SACAIR 2024, Bloemfontein, South Africa, December 2-6, 2024, proceedings /
其他題名:	SACAIR 2024
其他作者:	Gerber, Aurona.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2025.
面頁冊數:	xix, 510 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence
電子資源:	https://doi.org/10.1007/978-3-031-78255-8
ISBN:	9783031782558$q(electronic bk.)

Artificial intelligence research5th Southern African conference, SACAIR 2024, Bloemfontein, South Africa, December 2-6, 2024, proceedings /
Artificial intelligence research5th Southern African conference, SACAIR 2024, Bloemfontein, South Africa, December 2-6, 2024, proceedings /[electronic resource] :SACAIR 2024edited by Aurona Gerber, Jacques Maritz, Anban W. Pillay. - Cham :Springer Nature Switzerland :2025. - xix, 510 p. :ill., digital ;24 cm. - Communications in computer and information science,23261865-0937 ;. - Communications in computer and information science ;229..

-- 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.

This book constitutes the refereed proceedings of the 5th Southern African Conference on Artificial Intelligence Research, SACAIR 2024, held in Bloemfontein, South Africa, during December 2-6, 2024. The 29 full papers presented in these proceedings were carefully reviewed and selected from 101 submissions. The papers are organized in the following topical sections: algorithmic and Data Driven AI; socio-technical and human-centred AI (Information Systems); responsible and Ethical AI (Philosophy, Law and Humanities); symbolic AI and Knowledge Representation and Reasoning.

ISBN: 9783031782558$q(electronic bk.)

Standard No.: 10.1007/978-3-031-78255-8doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: Q334

Dewey Class. No.: 006.3

Artificial intelligence research5th Southern African conference, SACAIR 2024, Bloemfontein, South Africa, December 2-6, 2024, proceedings /
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