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Titlebook: Artificial Intelligence Research; Third Southern Afric Anban Pillay,Edgar Jembere,Aurona Gerber Conference proceedings 2022 The Editor(s) (

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Towards a Methodology for Addressing Missingness in Datasets, with an Application to Demographic Heamework involving clustering, classification and direct imputation analysis. Our results show that models trained on synthetic and imputed datasets could make predictions with an accuracy of . and . on .) an unseen real dataset and .) an unseen reserved synthetic test dataset, respectively. Moreover,
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Adaptive Reasoning: An Affect Related Feedback Approach for Enhanced E-Learningamely boredom, confusion, frustration, and engagement. Dataset for Affective States in E-Environment (DAiSEE) was used to train, validate, and test the baseline model, which reported an accuracy of 86% on 4305 test samples. In the next stage, mappings between estimated affective states and learning
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1865-0929 organized on the topical sections on​ algorithmic, data driven and symbolic AI; socio-technical and human-centered AI; responsible and ethical AI. 978-3-031-22320-4978-3-031-22321-1Series ISSN 1865-0929 Series E-ISSN 1865-0937
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1865-0929 eld in Stellenbosch, South Africa, in  December 2022. .The 26 papers presented were thoroughly reviewed and selected from the 73 submissions. They are organized on the topical sections on​ algorithmic, data driven and symbolic AI; socio-technical and human-centered AI; responsible and ethical AI. 97
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