| Description |
1 online resource (xv, 464 pages) : illustrations |
| Series |
Lecture notes in computer science ; 6934 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 6934.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Machine generated contents note: Invited Talks -- Foundations and New Paradigms of Brain Computing: Past, Present, and Future / Stephen Grossberg -- Robotics as the Hub of Various Research Areas / Hiroshi Ishiguro -- Can We Design Artificial Pedagogical Agents to Be Intelligent Enough to Detect, Model, and Foster Regulatory Learning Processes? / Roger Azevedo -- Machine Learning -- Comparative Study of Thresholding Strategies in Progressive Filtering / Eloisa Vargiu -- Semi-Supervised Multiclass Kernel Machines with Probabilistic Constraints / Marco Gori -- Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison / F. Esposito -- Learning to Tag Text from Rules and Examples / Marco Maggini -- Comparison of Dispersion Models by Using Fuzzy Similarity Relations / Slawomir Potempski -- Distributed AI: Robotics and MAS -- Interaction-Oriented Agent Framework for Open Environments / Andrea Santi -- Fuzzy Conformance Checking of Observed Behaviour with Expectations / Davide Sottara -- Dealing with Crowd Crystals in MAS-Based Crowd Simulation: A Proposal / Sara Manzoni -- Agent Model of Pedestrian and Group Dynamics: Experiments on Group Cohesion / Kenichiro Shimura -- Architecture with a Mobile Phone Interface for the Interaction of a Human with a Humanoid Robot Expressing Emotions and Personality / Marcello Giardina -- Theoretical Issues: Knowledge Representation and Reasonoinng, Planning, Cognitive Modeling -- Checking Safety of Neural Networks with SMT Solvers: A Comparative Evaluation / Armando Tacchella -- Dual Association Model for Acquisition and Extinction / Lovekesh Vig -- Intelligent Supervision for Robust Plan Execution / Pietro Torasso -- Tableau Calculus for a Nonmonotonic Extension of the Description Logic DL-Litecore / Gian Luca Pozzato -- Monte-Carlo Style UCT Search for Boolean Satisfiability / Bart Selman |
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Note continued: Exploiting Macro-actions and Predicting Plan Length in Planning as Satisfiability / Mauro Vallati -- Natural Language Processing -- Clustering Web Search Results with Maximum Spanning Trees / Roberto Navigli -- Interdisciplinary Contributions to Flame Modeling / Alexandra Gabriela Tudorache -- Latent Topic Models of Surface Syntactic Information / C. Domeniconi -- Structured Learning for Semantic Role Labeling / Roberto Basili -- Cross-Language Information Filtering: Word Sense Disambiguation vs. Distributional Models / Giovanni Semeraro -- AI Applications I -- Double-Sided Recommendations: A Novel Framework for Recommender Systems / Fabiana Vernero -- Intelligent Self-repairable Web Wrappers / Robert Baumgartner -- Synthesis of Collective Tag-Based Opinions in the Social Web / Claudia Picardi -- Propagating User Interests in Ontology-Based User Model / Francesco Osborne -- Integrating Commonsense Knowledge into the Semantic Annotation of Narrative Media Objects / Dario Sergi -- AI Applications II -- Application of Fuzzy Logic to Strategic Environmental Assessment / Paolo Cagnoli -- Using Planning to Train Crisis Decision Makers / Keith Strickland -- Clustering and Classification Techniques for Blind Predictions of Reservoir Facies / Michele Febo -- Multi-sensor Fusion through Adaptive Bayesian Networks / Marco Ortolani -- Tackling the Dream Challenge for Gene Regulatory Networks Reverse Engineering / Francesca Cordero -- Poster Session -- Full Extraction of Landmarks in Propositional Planning Tasks / Eva Onaindia -- Rule-Based Creation of TimeML Documents from Dependency Trees / Matteo Grella -- Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment / Eric Lefevre -- Combining Description Logics and Typicality Effects in Formal Ontologies / Antonio Lieto |
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Note continued: Italian Anaphoric Annotation with the Phrase Detectives Game-with-a-Purpose / Udo Kruschwitz -- New Possibilistic Clustering Method: The Possibilistic K-Modes / Zied Elouedi -- Over-Subscription Planning with Boolean Optimization: An Assessment of State-of-the-Art Solutions / Luca Pulina -- Multi-platform Agent Systems with Dynamic Reputation Policy Management / Filippo Sorbello -- Integrating Built-in Sensors of an Android with Sensors Embedded in the Environment for Studying a More Natural Human-Robot Interaction / Hiroshi Ishiguro -- Probabilistic Anomaly Detection for Wireless Sensor Networks / Marco Ortolani -- From Natural Language Definitions to Knowledge Bases Axioms / Armando Tacchella -- Multimodal People Recognition System for an Intelligent Environment / Hiroshi Ishiguro -- Instance-Based Classifiers to Discover the Gradient of Typicality in Data / Francesco Gagliardi |
| Summary |
This book constitutes the refereed proceedings of the 12th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2011, held in Palermo, Italy, in September 2011. The 31 revised full papers presented together with 3 invited talks and 13 posters were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on machine learning; distributed AI: robotics and MAS; theoretical issues: knowledge representation and reasoning; planning, cognitive modeling; natural language processing; and AI applications |
| Bibliography |
Includes bibliographical references and author index |
| In |
Springer eBooks |
| Subject |
Artificial intelligence -- Congresses
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Informatique.
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Pirrone, Roberto.
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Sorbello, F. (Filippo), 1943-
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| ISBN |
9783642239540 |
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3642239544 |
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