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Artificial intelligence [electronic resource] : methodology, systems, and applications : 14th international conference, AIMSA 2010, Varna, Bulgaria, September 8-10, 2010 : proceedings /
Darina Dicheva, Danail Dochev (eds.).
imprint
Berlin : Springer, [2010]
description
xiv, 286 pages : illustrations ; 24 cm.
ISBN
3642154301 (pbk. : acid-free paper), 9783642154300 (pbk. : acid-free paper)
format(s)
Book
More Details
imprint
Berlin : Springer, [2010]
isbn
3642154301 (pbk. : acid-free paper)
9783642154300 (pbk. : acid-free paper)
restrictions
Licensed for access by U. of T. users.
catalogue key
8110656
 
Includes bibliographical references and index.
A Look Inside
Summaries
Main Description
The LNAI series reports state-of-the-art results in artificial intelligence research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R & D community, with numerous individuals, as well as with prestigious organizations and societies, LNAI has grown into the most comprehensive artificial Intelligence research forum available.
Main Description
This book constitutes the refereed proceedings of the 14th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2010, held in Varna, Bulgaria in September 2010.The 26 revised full papers presented together with the 13 posters were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections on knowledge representation and reasoning; intelligent techniques for adaption, personalization, and recommendation; constraints and search; machine learning, data mining, and information retrieval; AI in education; applications.
Table of Contents
Knowledge Representation and Reasoning
Deduction in Existential Conjunctive First-Order Logic: An Algorithm and Experimentsp. 1
Use-Based Discovery of Pervasive Servicesp. 11
Expressive Approximations in DL-Lite Ontologiesp. 21
Reasoning Mechanism for Cardinal Direction Relationsp. 32
A Framework for Time-Series Analysisp. 42
Intelligent Techniques for Adaptation, Personalization, and Recommendation
Cross-Language Personalization through a Semantic Content-Based Recommender Systemp. 52
Towards Effective Recommendation of Social Data across Social Networking Sitesp. 61
Term Ranking and Categorization for Ad-Hoc Navigationp. 71
Time Optimized Algorithm for Web Document Presentation Adaptationp. 81
Constraints and Search
Discrepancy-Based Sliced Neighborhood Searchp. 91
ConstraintModels for Reasoning on Unification in Inductive Logic Programmingp. 101
Coalition Structure Generation with GRASPp. 111
Machine Learning, Data Mining, and Information Retrieval
A Bayesian Model for Entity Type Disambiguationp. 121
The Impact of Valence Shifters on Mining Implicit Economic Opinionsp. 131
Entity Popularity on the Web: Correlating ANSA News and AOL Searchp. 141
Using Machine Learning to Prescribe Warfarinp. 151
Single-Stacking Conformity Approach to Reliable Classificationp. 161
A Relative Word-Frequency Based Method for Relevance Feedbackp. 171
AI in Education
Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisationp. 181
A Deep Insight in Chat Analysis: Collaboration, Evolution and Evaluation, Summarization and Searchp. 191
Ontology-Based Authoring of Intelligent Model-Tracing Math Tutorsp. 201
Applications
Comparative Analysis of Distributed, Default, IC, and Fuzzy ARTMAP Neural Networks for Classification of Malignant and Benign Lesionsp. 211
An Adaptive Approach for Integration Analysis of Multiple Gene Expression Datasetsp. 221
EVTIMA: A System for IE from Hospital Patient Records in Bulgarianp. 231
Direct Field Oriented Neural Control of a Three Phase Induction Motorp. 241
General Shape Analysis Applied to Stamps Retrieval from Scanned Documentsp. 251
Posters
Selection of Foundational Ontology for Collaborative Knowledge Modeling in Healthcare Domainp. 261
Towards Ontological Blendingp. 263
Integration of Ontology with Development of Personalized E-Learning Facilities for Dyslexicsp. 265
A Meta Learning Approach: Classification by Cluster Analysisp. 267
Mapping Data Driven and Upper Level Ontologyp. 269
Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysisp. 271
Individualized Virtual Humans for Social Skills Trainingp. 273
Signal Classification with Self-organizing Mixture Networksp. 275
Simulation of the Autonomous Agent Behavior by Autoregressive Modelsp. 277
Semi-Partitioned Horn Clauses: A Tractable Logic of Typesp. 279
Feed Rate Profiles Synthesis Using Genetic Algorithmsp. 281
An Ontology of All of Computing: An Update on Challenges and Approachesp. 283
Author Indexp. 285
Table of Contents provided by Ingram. All Rights Reserved.

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