The Resource AI 2008: Advances in Artificial Intelligence : 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings, edited by Wayne Wobcke, Mengjie Zhang, (electronic resource)

AI 2008: Advances in Artificial Intelligence : 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings, edited by Wayne Wobcke, Mengjie Zhang, (electronic resource)

Label
AI 2008: Advances in Artificial Intelligence : 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings
Title
AI 2008: Advances in Artificial Intelligence
Title remainder
21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings
Statement of responsibility
edited by Wayne Wobcke, Mengjie Zhang
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
This book constitutes the refereed proceedings of the 21th Australasian Joint Conference on Artificial Intelligence, AI 2008, held in Auckland, New Zealand, in December 2008. The 42 revised full papers and 21 revised short papers presented together with 1 invited lecture were carefully reviewed and selected from 143 submissions. The papers are organized in topical sections on knowledge representation, constraints, planning, grammar and language processing, statistical learning, machine learning, data mining, knowledge discovery, soft computing, vision and image processing, and AI applications
Member of
Is Subseries of
http://bibfra.me/vocab/relation/corporateauthor
RdTYCGBJHBg
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • EqqkmkwrxEM
  • cky8XyjG5g4
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2008
http://bibfra.me/vocab/lite/meetingName
Australasian Joint Conference on Artificial Intelligence
Nature of contents
dictionaries
http://bibfra.me/vocab/lite/organizationName
Australasian Joint Conference on Artificial Intelligence
http://library.link/vocab/relatedWorkOrContributorName
  • Australasian Joint Conference on Artificial Intelligence
  • Wobcke, Wayne.
  • Zhang, Mengjie.
Series statement
Lecture Notes in Artificial Intelligence
Series volume
5360
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computer science
  • Data mining
  • Artificial Intelligence
  • Programming Techniques
  • Programming Languages, Compilers, Interpreters
  • Mathematical Logic and Formal Languages
  • Data Mining and Knowledge Discovery
  • Information Systems Applications (incl. Internet)
Label
AI 2008: Advances in Artificial Intelligence : 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings, edited by Wayne Wobcke, Mengjie Zhang, (electronic resource)
Instantiates
Publication
Note
Previous title: Australian Joint Conference on Artificial Intelligence
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Invited Paper -- Stereo-Vision-Support for Intelligent Vehicles - The Need for Quantified Evidence -- Knowledge Representation -- Introspective Forgetting -- A Fixed-Point Property of Logic-Based Bargaining Solution -- Re-representation in a Logic-Based Model for Analogy Making -- Knowledge Generation for Improving Simulations in UCT for General Game Playing -- Propositional Automata and Cell Automata: Representational Frameworks for Discrete Dynamic Systems -- Constructing Web Corpora through Topical Web Partitioning for Term Recognition -- An Ontology Formalization of Relation Type Hierarchy in Conceptual Structure Theory -- Exploiting Ontological Structure for Complex Preference Assembly -- Constraints -- A Refutation Approach to Neighborhood Interchangeability in CSPs -- Infeasibility Driven Evolutionary Algorithm (IDEA) for Engineering Design Optimization -- Constraint-Based Multi-agent Path Planning -- Planning -- An Optimality Principle for Concurrent Systems -- Partial Order Hierarchical Reinforcement Learning -- Optimal Global Path Planning in Time Varying Environments Based on a Cost Evaluation Function -- Grammar and Language Processing -- Using Probabilistic Feature Matching to Understand Spoken Descriptions -- Working for Two: A Bidirectional Grammar for a Controlled Natural Language -- Improving Metrical Grammar with Grammar Expansion -- FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage -- Learning to Find Relevant Biological Articles without Negative Training Examples -- Humor Prevails! - Implementing a Joke Generator into a Conversational System -- Statistical Learning -- Improving Transductive Support Vector Machine by Ensembling -- Kernels Based on Distributions of Agreement Subtrees -- Practical Bias Variance Decomposition -- Using Gaussian Processes to Optimize Expensive Functions -- Discriminant Analysis Methods for Microarray Data Classification -- Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis -- Machine Learning -- Improving Promoter Prediction Using Multiple Instance Learning -- Revisiting Multiple-Instance Learning Via Embedded Instance Selection -- Decision Tree Induction from Numeric Data Stream -- L1 LASSO Modeling and Its Bayesian Inference -- Discriminating Against New Classes: One-class versus Multi-class Classification -- Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method -- Locality Spectral Clustering -- Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search -- Cross-Domain Knowledge Transfer Using Semi-supervised Classification -- On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts -- An Approach for Generalising Symbolic Knowledge -- Single-Cycle Image Recognition Using an Adaptive Granularity Associative Memory Network -- Data Mining -- Combined Pattern Mining: From Learned Rules to Actionable Knowledge -- Efficient Single-Pass Mining of Weighted Interesting Patterns -- Pattern Taxonomy Mining for Information Filtering -- An AI-Based Causal Strategy for Securing Statistical Databases Using Micro-aggregation -- Additive Regression Applied to a Large-Scale Collaborative Filtering Problem -- A Novel Recommending Algorithm Based on Topical PageRank -- DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB -- Knowledge Discovery -- L-Diversity Based Dynamic Update for Large Time-Evolving Microdata -- Knowledge Discovery from Honeypot Data for Monitoring Malicious Attacks -- Detecting the Knowledge Boundary with Prudence Analysis -- Soft Computing -- Clustering with XCS on Complex Structure Dataset -- Evolution of Multiple Tree Structured Patterns from Tree-Structured Data Using Clustering -- Application of a Memetic Algorithm to the Portfolio Optimization Problem -- Predicting Trading Signals of Stock Market Indices Using Neural Networks -- A Fuzzy Decision Support System for Garment New Product Development -- A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique -- Vision and Image Processing -- Learning Object Representations Using Sequential Patterns -- Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling -- Learning a Generative Model for Structural Representations -- AI Applications -- Using Stereotypes to Improve Early-Match Poker Play -- CASPER: A Case-Based Poker-Bot -- A Generalized Joint Inference Approach for Citation Matching -- Agent-Based Collaborative System and Case-Based Conflict Resolution Process in Preliminary Ship Design
Dimensions
unknown
Extent
1 online resource (XVI, 616 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540893783
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-89378-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000545770
  • (SSID)ssj0000316119
  • (PQKBManifestationID)11273104
  • (PQKBTitleCode)TC0000316119
  • (PQKBWorkID)10262718
  • (PQKB)10660561
  • (DE-He213)978-3-540-89378-3
  • (MiAaPQ)EBC3063783
  • (EXLCZ)991000000000545770
Label
AI 2008: Advances in Artificial Intelligence : 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings, edited by Wayne Wobcke, Mengjie Zhang, (electronic resource)
Publication
Note
Previous title: Australian Joint Conference on Artificial Intelligence
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Invited Paper -- Stereo-Vision-Support for Intelligent Vehicles - The Need for Quantified Evidence -- Knowledge Representation -- Introspective Forgetting -- A Fixed-Point Property of Logic-Based Bargaining Solution -- Re-representation in a Logic-Based Model for Analogy Making -- Knowledge Generation for Improving Simulations in UCT for General Game Playing -- Propositional Automata and Cell Automata: Representational Frameworks for Discrete Dynamic Systems -- Constructing Web Corpora through Topical Web Partitioning for Term Recognition -- An Ontology Formalization of Relation Type Hierarchy in Conceptual Structure Theory -- Exploiting Ontological Structure for Complex Preference Assembly -- Constraints -- A Refutation Approach to Neighborhood Interchangeability in CSPs -- Infeasibility Driven Evolutionary Algorithm (IDEA) for Engineering Design Optimization -- Constraint-Based Multi-agent Path Planning -- Planning -- An Optimality Principle for Concurrent Systems -- Partial Order Hierarchical Reinforcement Learning -- Optimal Global Path Planning in Time Varying Environments Based on a Cost Evaluation Function -- Grammar and Language Processing -- Using Probabilistic Feature Matching to Understand Spoken Descriptions -- Working for Two: A Bidirectional Grammar for a Controlled Natural Language -- Improving Metrical Grammar with Grammar Expansion -- FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage -- Learning to Find Relevant Biological Articles without Negative Training Examples -- Humor Prevails! - Implementing a Joke Generator into a Conversational System -- Statistical Learning -- Improving Transductive Support Vector Machine by Ensembling -- Kernels Based on Distributions of Agreement Subtrees -- Practical Bias Variance Decomposition -- Using Gaussian Processes to Optimize Expensive Functions -- Discriminant Analysis Methods for Microarray Data Classification -- Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis -- Machine Learning -- Improving Promoter Prediction Using Multiple Instance Learning -- Revisiting Multiple-Instance Learning Via Embedded Instance Selection -- Decision Tree Induction from Numeric Data Stream -- L1 LASSO Modeling and Its Bayesian Inference -- Discriminating Against New Classes: One-class versus Multi-class Classification -- Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method -- Locality Spectral Clustering -- Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search -- Cross-Domain Knowledge Transfer Using Semi-supervised Classification -- On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts -- An Approach for Generalising Symbolic Knowledge -- Single-Cycle Image Recognition Using an Adaptive Granularity Associative Memory Network -- Data Mining -- Combined Pattern Mining: From Learned Rules to Actionable Knowledge -- Efficient Single-Pass Mining of Weighted Interesting Patterns -- Pattern Taxonomy Mining for Information Filtering -- An AI-Based Causal Strategy for Securing Statistical Databases Using Micro-aggregation -- Additive Regression Applied to a Large-Scale Collaborative Filtering Problem -- A Novel Recommending Algorithm Based on Topical PageRank -- DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB -- Knowledge Discovery -- L-Diversity Based Dynamic Update for Large Time-Evolving Microdata -- Knowledge Discovery from Honeypot Data for Monitoring Malicious Attacks -- Detecting the Knowledge Boundary with Prudence Analysis -- Soft Computing -- Clustering with XCS on Complex Structure Dataset -- Evolution of Multiple Tree Structured Patterns from Tree-Structured Data Using Clustering -- Application of a Memetic Algorithm to the Portfolio Optimization Problem -- Predicting Trading Signals of Stock Market Indices Using Neural Networks -- A Fuzzy Decision Support System for Garment New Product Development -- A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique -- Vision and Image Processing -- Learning Object Representations Using Sequential Patterns -- Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling -- Learning a Generative Model for Structural Representations -- AI Applications -- Using Stereotypes to Improve Early-Match Poker Play -- CASPER: A Case-Based Poker-Bot -- A Generalized Joint Inference Approach for Citation Matching -- Agent-Based Collaborative System and Case-Based Conflict Resolution Process in Preliminary Ship Design
Dimensions
unknown
Extent
1 online resource (XVI, 616 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540893783
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-89378-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000545770
  • (SSID)ssj0000316119
  • (PQKBManifestationID)11273104
  • (PQKBTitleCode)TC0000316119
  • (PQKBWorkID)10262718
  • (PQKB)10660561
  • (DE-He213)978-3-540-89378-3
  • (MiAaPQ)EBC3063783
  • (EXLCZ)991000000000545770

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