Eleventh Scandinavian Conference on Artificial Intelligence : SCAI 2011. için kapak resmi
Eleventh Scandinavian Conference on Artificial Intelligence : SCAI 2011.
Başlık:
Eleventh Scandinavian Conference on Artificial Intelligence : SCAI 2011.
Yazar:
Kofod-Petersen, A.
ISBN:
9781607507543
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Fiziksel Tanımlama:
1 online resource (212 pages)
Seri:
Frontiers in Artificial Intelligence and Applications
İçerik:
Title page -- Preface -- Foreword -- Contents -- Invited Talks -- Playing Games with Games -- User-Generated AI for Interactive Digital Entertainment -- Perspectives on Artificial Intelligence in a Business Environment -- Probabilistic Decision Graphs for Optimization Under Uncertainty -- Coordinating Multi-Agent Systems Using Social Laws -- Full Papers -- User-Oriented Assessment of Classification Model Understandability -- Concurrent Learning of Large-Scale Random Forests -- Learning Multi-Label Predictors Under Sparsity Budget -- Machine Learning Methods for Spatial Clustering on Precision Agriculture Data -- On Constraint Models for Parallel Planning: The Novel Transition Scheme -- Trajectory Planning on Grids: Considering Speed Limit Constraints -- Safe Reinforcement Learning for Continuous Spaces Through Lyapunov-Constrained Behavior -- Parallel Monte Carlo Tree Search on GPU -- Exploiting Global Properties in Path-Consistency Applied on SAT -- Incremental Stream Clustering for Anomaly Detection and Classification -- Respiratory Motion Prediction: A Fuzzy Logic Approach -- Case-Based Reasoning in a System Architecture for Intelligent Fish Farming -- An Overview of Fault Detection Techniques in Automated Monitoring Systems -- View-Independent Human Gait Recognition Using CBR and HMM -- Self-Exploration of Autonomous Robots Using Attractor-Based Behavior Control and ABC-Learning -- Declarative-Knowledge-Based Reconfiguration of Automation Systems Using a Blackboard Architecture -- Internal Simulation in a Bimodal System -- Extended Abstracts -- BusTUC - A Savant Level Intelligent Bus Oracle -- Modelling Explanation-Aware Ambient Intelligent Systems with Problem Frames -- Combining CBR and BN Using Metareasoning -- Bridging Virtual World Visualization and Multiagent Simulation -- A Design for a Tourist CF System.

Detecting Scareware by Mining Variable Length Instruction Sequences -- Author Index.
Özet:
This book contains the proceedings of the 11th Scandinavian Conference on Artificial Intelligence (AI), held in Trondheim in May 2011. It presents 17 full papers and an additional six short papers and posters carefully selected from the submissions after thorough peer review. The papers are arranged in four main sections: machine learning, planning, application of AI and robotics and cognition.Topics covered in the first section include: performance user centered qualities generated by supervised learning algorithms; parallel implementation of the random forests algorithm and a spatial clustering algorithm for management zone delineation. The planning section includes papers on parallel plans; including velocity constraints for trajectory planning on grids; and path consistency to solve the Boolean satisfiability problem. Application of AI addresses subjects such as anomaly detection, as well as accurate motion compensation in minimally invasive treatment. Finally, the robotics and cognition section includes contributions on how relatively simple attractor dynamics can produce complex behavior and a knowledge based system for supporting the reconfiguration of industrial robots.With its broad range of subjects, this book will be of interest to all those with an interest in, or whose work involves AI.
Notlar:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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