KI 2022: Advances in Artificial Intelligence 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings / [electronic resource] :
edited by Ralph Bergmann, Lukas Malburg, Stephanie C. Rodermund, Ingo J. Timm.
- 1st ed. 2022.
- XXII, 225 p. 56 illus., 49 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 13404 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 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.
9783031157912
10.1007/978-3-031-15791-2 doi
Artificial intelligence.
Computer engineering.
Computer networks .
Application software.
Education--Data processing.
Computer science--Mathematics.
Artificial Intelligence.
Computer Engineering and Networks.
Computer and Information Systems Applications.
Computers and Education.
Mathematics of Computing.
Q334-342 TA347.A78
006.3
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.
9783031157912
10.1007/978-3-031-15791-2 doi
Artificial intelligence.
Computer engineering.
Computer networks .
Application software.
Education--Data processing.
Computer science--Mathematics.
Artificial Intelligence.
Computer Engineering and Networks.
Computer and Information Systems Applications.
Computers and Education.
Mathematics of Computing.
Q334-342 TA347.A78
006.3