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KI 2022 = advances in artificial int...

German Conference on Artificial Intelligence (2022 :)

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KI 2022 = advances in artificial intelligence : 45th German Conference on AI, Trier, Germany, September 19-23, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	KI 2022/ edited by Ralph Bergmann ... [et al.].
其他題名:	advances in artificial intelligence : 45th German Conference on AI, Trier, Germany, September 19-23, 2022 : proceedings /
其他作者:	Bergmann, R.
團體作者:	German Conference on Artificial Intelligence
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xxii, 225 p. :ill. (some col.), digital ;24 cm.
內容註:	An Implementation of Nonmonotonic Reasoning with System W -- Leveraging implicit gaze-based user feedback for interactive machine learning -- The Randomness of Input Data Spaces is an A Priori Predictor for Generalization -- Communicating Safety of Planned Paths via Optimally-Simple Explanations -- Assessing the Accuracy-Explainability-Cost Trade-off on Model Selection for Retail Article Categorization -- Enabling Supervised Machine Learning for SMEs through Data Pooling: A Case Study in the Service Industry -- Unsupervised Alignment of Distributional Word Embeddings. NeuralPDE: Modelling Dynamical Systems from Data -- Deep Neural Networks for Geometric Shape Deformation -- Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling -- Optimal Fixed-Premise Repairs of EL TBoxes -- Health And Habit: an Agent-based Approach -- Knowledge Graph Embeddings with Ontologies: Reification for Representing Arbitrary Relations -- Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning -- HanKA: Enriched Knowledge Used by an Adaptive Cooking Assistant -- Automated Kantian Ethics: A Faithful Implementation and Testing Framework -- PEBAM: A Profile-based Evaluation Method for Bias Assessment on Mixed Datasets.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-15791-2
ISBN:	9783031157912

KI 2022 = advances in artificial intelligence : 45th German Conference on AI, Trier, Germany, September 19-23, 2022 : proceedings /
KI 2022advances in artificial intelligence : 45th German Conference on AI, Trier, Germany, September 19-23, 2022 : proceedings /[electronic resource] :edited by Ralph Bergmann ... [et al.]. - Cham :Springer International Publishing :2022. - xxii, 225 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,134040302-9743 ;. - Lecture notes in computer science ;13404..

An Implementation of Nonmonotonic Reasoning with System W -- Leveraging implicit gaze-based user feedback for interactive machine learning -- The Randomness of Input Data Spaces is an A Priori Predictor for Generalization -- Communicating Safety of Planned Paths via Optimally-Simple Explanations -- Assessing the Accuracy-Explainability-Cost Trade-off on Model Selection for Retail Article Categorization -- Enabling Supervised Machine Learning for SMEs through Data Pooling: A Case Study in the Service Industry -- Unsupervised Alignment of Distributional Word Embeddings. NeuralPDE: Modelling Dynamical Systems from Data -- Deep Neural Networks for Geometric Shape Deformation -- Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling -- Optimal Fixed-Premise Repairs of EL TBoxes -- Health And Habit: an Agent-based Approach -- Knowledge Graph Embeddings with Ontologies: Reification for Representing Arbitrary Relations -- Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning -- HanKA: Enriched Knowledge Used by an Adaptive Cooking Assistant -- Automated Kantian Ethics: A Faithful Implementation and Testing Framework -- PEBAM: A Profile-based Evaluation Method for Bias Assessment on Mixed Datasets.

Chapter "Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

ISBN: 9783031157912

Standard No.: 10.1007/978-3-031-15791-2doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .G47 2022

Dewey Class. No.: 006.3

KI 2022 = advances in artificial intelligence : 45th German Conference on AI, Trier, Germany, September 19-23, 2022 : proceedings /
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