KI 2020 : advances in artificial intelligence : 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020, Proceedings /: advances in artificial intelligence : 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020, Proceedings. (2020)

• Record Type: Book
• Further Information: Note: Ute Schmid, Franziska Klügl, Diedrich Wolter (eds.).
• Other Names: Schmid, Ute; Klügl, Franziska; Wolter, Diedrich; German Conference on Artificial Intelligence, 43rd
• Contents: Two Algorithms for Additive and Fair Division of Mixed Manna -- Dynamic Play via Suit Factorization Search in Skat -- Dynamic Channel and Layer Gating in Convolutional Neural Network -- Contour-based Segmentation of Historical Printings -- Hybrid Ranking and Regression for Algorithm Selection -- Conditional Reasoning and Relevance -- HTN Plan Repair via Model Transformation -- Nonmonotonic Inferences with Qualitative Conditionals Based on Preferred Structures on Worlds -- Positive Free Higher-Order Logic and its Automation via a Semantical Embedding -- Low-Rank Subspace Override for Unsupervised Domain Adaptation -- Expressive Explanations of DNNs by Combining Concept Analysis with ILP -- Stable Resolving -- A Randomized Local Search Heuristic for MaxSAT -- A Virtual Caregiver for Assisted Daily Living of Pre-Frail Users -- Exploring the Effects of Role Design on Agent Learning -- Descriptor Revision for Conditionals: Literal Descriptors and Conditional Preservation -- Multi-Agent Path Finding Modulo Theory with Continuous Movements and the Sum of Costs Objective -- Meta-Induction, Probability Aggregation, and Optimal Scoring -- Cones, Negation, and All That -- Swarm-based Cluster Analysis for Knowledge Discovery -- Draw with Me: Human-in-the-Loop for Image Restoration -- Reasonable Machines: A Research Manifesto -- A Heuristic Agent in Multi-Agent Path Finding Under Destination Uncertainty -- Earnings Prediction with Deep Leaning -- Integrating Keywords into BERT4Rec for Sequential Recommendation -- Modelling and Reasoning in Biomedical Applications with Qualitative Conditional Logic -- Conformal Rule-Based Multi-label Classification -- Optimizing Constraint Satisfaction Problems by Regularization for the Sample Case of the Warehouse Location Problem -- Fast Pathfinding in Knowledge Graphs Using Word Embeddings -- A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net -- Evaluation of Deep Learning Accelerators f or Object Detection at the Edge.-Learning Choice Functions via Pareto-Embeddings -- Simulation-Based Validation of Robot Commands for Force-based Robot Motions -- Firefighter Virtual Reality Simulation for Personalized Stress Detection -- The AI Domain Definition Language (AIDDL) for Integrated Systems.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (360 pages)
• Subjects: 006.3; Artificial intelligence -- Congresses; Computer science; Computer vision; Software Engineering; Databases; Information technology: general issues; Artificial intelligence; Computers -- Computer Science; Computers -- Computer Vision & Pattern Recognition; Computers -- Software Development & Engineering -- General; Computers -- Database Management -- General; Computers -- Data Processing; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030582852
• Related ISBNs: 9783030582845
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• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.