Advances in Artificial Intelligence 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 - June 2, 2010, Proceedings /
Advances in Artificial Intelligence 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 - June 2, 2010, Proceedings / [electronic resource] :
edited by Atefeh Farzindar, Vlado Keselj.
- 1st ed. 2010.
- XVI, 426 p. 77 illus. online resource.
- Lecture Notes in Artificial Intelligence, 6085 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 6085 .
Invited Talks -- Acquisition of ‘Deep’ Knowledge from Shallow Corpus Statistics -- University and Industry Partnership in NLP, Is It Worth the “Trouble”? -- Corpus-Based Term Relatedness Graphs in Tag Recommendation -- Regular Papers -- Improving Multiclass Text Classification with Error-Correcting Output Coding and Sub-class Partitions -- Offensive Language Detection Using Multi-level Classification -- A Three-Way Decision Approach to Email Spam Filtering -- Hierarchical Approach to Emotion Recognition and Classification in Texts -- Supervised Machine Learning for Summarizing Legal Documents -- Toward a Gold Standard for Extractive Text Summarization -- MeSH Represented MEDLINE Query Results -- Argumentation-Based Reasoning with Inconsistent Knowledge Bases -- Finding a Single, All, or the Most Probable Solution to a Finite or Non-finite Interval Algebra Network -- A Dynamic Pricing Approach in E-Commerce Based on Multiple Purchase Attributes -- The IMAP Hybrid Method for Learning Gaussian Bayes Nets -- Feature Subset-Wise Mixture Model-Based Clustering via Local Search Algorithm -- Cascading Customized Naïve Bayes Couple -- Semi-supervised Probability Propagation on Instance-Attribute Graphs -- Offline Recognition of Handwritten Numeral Characters with Polynomial Neural Networks Using Topological Features -- Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization -- The Ant Search Algorithm: An Ant Colony Optimization Algorithm for the Optimal Searcher Path Problem with Visibility -- Automatic Discovery of Network Applications: A Hybrid Approach -- Overlap versus Imbalance -- Robustness of Classifiers to Changing Environments -- Belief Revision of Product-Based Causal Possibilistic Networks -- A Survey on Statistical Relational Learning -- ShortPapers -- Exploiting Frame Information for Prepositional Phrase Semantic Role Labeling -- Phrase-Based Statistical Machine Translation for a Low-Density Language Pair -- Coordination of Subject Markers in Arabic and Typed Categorial Logic -- Word Reordering Approaches for Bangla-English Statistical Machine Translation -- Comparison of Feature Selection Methods for Sentiment Analysis -- Unsupervised Extraction of Appraisal Expressions -- Automatic Text Segmentation for Movie Subtitles -- Using Classifier Performance Visualization to Improve Collective Ranking Techniques for Biomedical Abstracts Classification -- Annotation Concept Synthesis and Enrichment Analysis -- Using Learned PSR Model for Planning under Uncertainty -- Notes on Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism -- A Model for Reasoning about Interaction with Users in Dynamic, Time Critical Environments for the Application of Hospital Decision Making -- A Novel Approach for Recommending Ranked User-Generated Reviews -- A Semantic Model for Social Recommender Systems -- Winner Determination Based on Preference Elicitation Methods -- A Domain Ontology Model for Mould Design Automation -- Dynamic Reasoning for Description Logic Terminologies -- Deep Distributed News: Ontologies to the Rescue of Journalism -- Improving Bayesian Learning Using Public Knowledge -- Potential AI Strategies to Solve the Commons Game: A Position Paper -- Score Calibration for Optimal Biometric Identification -- Detection of Mine-Like Objects Using Restricted Boltzmann Machines -- Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines -- Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets -- Using Non Boolean Similarity Functions for Frequent Similar Pattern Mining -- Evaluation of Rare Event Detection -- CAI-GS 2010 Graduate Student Symposium -- On Multi-robot Area Coverage -- Exploiting Rhetorical Relations in Blog Summarization -- Peer-Based Intelligent Tutoring Systems: A Corpus-Oriented Approach -- On Sketch Based Anonymization That Satisfies Differential Privacy Model -- Predicting Optimal Constraint Satisfaction Methods -- A Computer Approach for Face Aging Problems -- Automatically Expanding the Lexicon of Roget’s Thesaurus -- Privacy Preserving Publication of Longitudinal Health Data -- Reasoning about Interaction for Hospital Decision Making -- Semantic Annotation Using Ontology and Bayesian Networks -- Optimizing Advisor Network Size in a Personalized Trust-Modelling Framework for Multi-agent Systems -- An Adaptive Trust and Reputation System for Open Dynamic Environment.
9783642130595
10.1007/978-3-642-13059-5 doi
Data mining.
Database management.
Computer engineering.
Computer networks .
Artificial intelligence.
Pattern recognition systems.
Natural language processing (Computer science).
Data Mining and Knowledge Discovery.
Database Management.
Computer Engineering and Networks.
Artificial Intelligence.
Automated Pattern Recognition.
Natural Language Processing (NLP).
QA76.9.D343
006.312
Invited Talks -- Acquisition of ‘Deep’ Knowledge from Shallow Corpus Statistics -- University and Industry Partnership in NLP, Is It Worth the “Trouble”? -- Corpus-Based Term Relatedness Graphs in Tag Recommendation -- Regular Papers -- Improving Multiclass Text Classification with Error-Correcting Output Coding and Sub-class Partitions -- Offensive Language Detection Using Multi-level Classification -- A Three-Way Decision Approach to Email Spam Filtering -- Hierarchical Approach to Emotion Recognition and Classification in Texts -- Supervised Machine Learning for Summarizing Legal Documents -- Toward a Gold Standard for Extractive Text Summarization -- MeSH Represented MEDLINE Query Results -- Argumentation-Based Reasoning with Inconsistent Knowledge Bases -- Finding a Single, All, or the Most Probable Solution to a Finite or Non-finite Interval Algebra Network -- A Dynamic Pricing Approach in E-Commerce Based on Multiple Purchase Attributes -- The IMAP Hybrid Method for Learning Gaussian Bayes Nets -- Feature Subset-Wise Mixture Model-Based Clustering via Local Search Algorithm -- Cascading Customized Naïve Bayes Couple -- Semi-supervised Probability Propagation on Instance-Attribute Graphs -- Offline Recognition of Handwritten Numeral Characters with Polynomial Neural Networks Using Topological Features -- Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization -- The Ant Search Algorithm: An Ant Colony Optimization Algorithm for the Optimal Searcher Path Problem with Visibility -- Automatic Discovery of Network Applications: A Hybrid Approach -- Overlap versus Imbalance -- Robustness of Classifiers to Changing Environments -- Belief Revision of Product-Based Causal Possibilistic Networks -- A Survey on Statistical Relational Learning -- ShortPapers -- Exploiting Frame Information for Prepositional Phrase Semantic Role Labeling -- Phrase-Based Statistical Machine Translation for a Low-Density Language Pair -- Coordination of Subject Markers in Arabic and Typed Categorial Logic -- Word Reordering Approaches for Bangla-English Statistical Machine Translation -- Comparison of Feature Selection Methods for Sentiment Analysis -- Unsupervised Extraction of Appraisal Expressions -- Automatic Text Segmentation for Movie Subtitles -- Using Classifier Performance Visualization to Improve Collective Ranking Techniques for Biomedical Abstracts Classification -- Annotation Concept Synthesis and Enrichment Analysis -- Using Learned PSR Model for Planning under Uncertainty -- Notes on Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism -- A Model for Reasoning about Interaction with Users in Dynamic, Time Critical Environments for the Application of Hospital Decision Making -- A Novel Approach for Recommending Ranked User-Generated Reviews -- A Semantic Model for Social Recommender Systems -- Winner Determination Based on Preference Elicitation Methods -- A Domain Ontology Model for Mould Design Automation -- Dynamic Reasoning for Description Logic Terminologies -- Deep Distributed News: Ontologies to the Rescue of Journalism -- Improving Bayesian Learning Using Public Knowledge -- Potential AI Strategies to Solve the Commons Game: A Position Paper -- Score Calibration for Optimal Biometric Identification -- Detection of Mine-Like Objects Using Restricted Boltzmann Machines -- Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines -- Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets -- Using Non Boolean Similarity Functions for Frequent Similar Pattern Mining -- Evaluation of Rare Event Detection -- CAI-GS 2010 Graduate Student Symposium -- On Multi-robot Area Coverage -- Exploiting Rhetorical Relations in Blog Summarization -- Peer-Based Intelligent Tutoring Systems: A Corpus-Oriented Approach -- On Sketch Based Anonymization That Satisfies Differential Privacy Model -- Predicting Optimal Constraint Satisfaction Methods -- A Computer Approach for Face Aging Problems -- Automatically Expanding the Lexicon of Roget’s Thesaurus -- Privacy Preserving Publication of Longitudinal Health Data -- Reasoning about Interaction for Hospital Decision Making -- Semantic Annotation Using Ontology and Bayesian Networks -- Optimizing Advisor Network Size in a Personalized Trust-Modelling Framework for Multi-agent Systems -- An Adaptive Trust and Reputation System for Open Dynamic Environment.
9783642130595
10.1007/978-3-642-13059-5 doi
Data mining.
Database management.
Computer engineering.
Computer networks .
Artificial intelligence.
Pattern recognition systems.
Natural language processing (Computer science).
Data Mining and Knowledge Discovery.
Database Management.
Computer Engineering and Networks.
Artificial Intelligence.
Automated Pattern Recognition.
Natural Language Processing (NLP).
QA76.9.D343
006.312