KI 2022: Advances in Artificial Intelligence

KI 2022: Advances in Artificial Intelligence

45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings

Bergmann, Ralph; Timm, Ingo J.; Rodermund, Stephanie C.; Malburg, Lukas

Springer International Publishing AG

09/2022

225

Mole

Inglês

9783031157905

15 a 20 dias

385

Descrição não disponível.
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.
artificial intelligence;computer hardware;computer networks;computer vision;data mining;databases;formal languages;formal logic;graph theory;Human-Computer Interaction (HCI);image processing;knowledge-based system;machine learning;neural networks;semantics;signal processing;theoretical computer science