KI 2018 : advances in artificial intelligence : 41st German Conference on AI, Berlin, Germany, September 24-28, 2018, Proceedings /: advances in artificial intelligence : 41st German Conference on AI, Berlin, Germany, September 24-28, 2018, Proceedings. (2018)

• Record Type: Book
• Further Information: Note: Frank Trollmann, Anni-Yasmin Turhan (eds.).
• Editors: Trollmann, Frank; Turhan, Anni-Yasmin
• Other Names: German Conference on Artificial Intelligence, 41st
• Contents: Keynote Talks.- Keynote: Session-based Recommendation - Challenges and Recent Advances.- Reasoning.- Model Checking for Coalition Announcement Logic.- Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm.- Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm.- Acquisition of Terminological Knowledge in Probabilistic Description Logic.- Multi-Agent Systems.- Group Envy Freeness and Group Pareto Efficiency in Fair Division with Indivisible Items.- Approximate Probabilistic Parallel Multiset Rewriting using MCMC.- Efficient Auction Based Coordination for Distributed Multi-Agent Planning in Temporal Domains Using Resource Abstraction.- Maximizing Expected Impact in an Agent Reputation Network.- Developing a Distributed Drone Delivery System with a Hybrid Behavior Planning System.- Robotics.- A Sequence-Based Neuronal Model for Mobile Robot Localization.- Acquiring knowledge of object arrangements from human examples for household robots.- Learning.- Solver Tuning and Model Configuration.- Condorcet's Jury Theorem for Consensus Clustering.- Sparse Transfer Classification for Text Documents.- Towards Hypervector Representations for Learning and Planning with Schemas.- LEARNDIAG: A Direct Diagnosis Algorithm Based On Learned Heuristics.- Planning.- Assembly Planning in Cluttered Environments through Heterogeneous Reasoning.- Extracting Planning Operators from Instructional Texts for Behaviour Interpretation.- Risk-Sensitivity in Simulation Based Online Planning.- Neural Networks.- Evolutionary Structure Minimization of Deep Neural Networks for Motion Sensor Data.- Knowledge Sharing For Population Based Neural Network Training.- Limited Evaluation Evolutionary Optimization of Large Neural Networks.- Understanding NLP Neural Networks by the Texts They Generate.- Visual Search Target Inference using Bag of Deep Visual Words.- Analysis and Optimization of Deep Counterfactual Value Networks.- Search. -A Variant of Monte-Carlo Tree Search for Referring Expression Generation.- Preference-Based Monte Carlo Tree Search.- Belief Revision.- Probabilistic Belief Revision via Similarity of Worlds Modulo Evidence.- Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges.- Kinds and Aspects of Forgetting in Common-Sense Knowledge and Belief Management.- Context Aware Systems.- Bounded-Memory Stream Processing.- An Implementation and Evaluation of User-centered Requirements for Smart In-House Mobility Services.- Cognitive Approach.- Predict the Individual Reasoner: A New Approach.- The Predictive Power of Heuristic Portfolios in Human Syllogistic Reasoning.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xiv, 424 pages), illustrations
• Subjects: 006.3; Computer science; Artificial intelligence -- Congresses; Computers -- Programming -- Algorithms; Computers -- Expert Systems; Computers -- Data Processing; Algorithms & data structures; Expert systems / knowledge-based systems; Public administration; Artificial intelligence; Computer software; Software engineering; Information systems; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783030001117; 3030001113
• Related ISBNs: 9783030001100
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 19, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• 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.