KI 2018: Advances in Artificial Intelligence by Anni-Yasmin Turhan
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KI 2018: Advances in Artificial Intelligence

KI 2018: Advances in Artificial Intelligence


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About the Book

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.


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Product Details
  • ISBN-13: 9783030001100
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 424
  • Spine Width: 23 mm
  • Weight: 662 gr
  • ISBN-10: 3030001105
  • Publisher Date: 31 Aug 2018
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: 41st German Conference on Ai, Berlin, Germany, September 24-28, 2018, Proceedings
  • Width: 156 mm


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