Franklin

AI 2009: Advances in Artificial Intelligence [electronic resource] : 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009, Proceedings / edited by Ann Nicholson, Xiaodong Li.

Edition:
1st ed. 2009.
Publication:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Series:
Computer Science (Springer-11645)
Lecture notes in computer science. Lecture notes in artificial intelligence 5866
Lecture Notes in Artificial Intelligence ; 5866
Format/Description:
Book
1 online resource (XVI, 688 pages)
Subjects:
Artificial intelligence.
Computers.
Data mining.
Information storage and retrieval.
Natural language processing (Computer science).
User interfaces (Computer systems).
Local subjects:
Artificial Intelligence. (search)
Theory of Computation. (search)
Data Mining and Knowledge Discovery. (search)
Information Storage and Retrieval. (search)
Natural Language Processing (NLP). (search)
User Interfaces and Human Computer Interaction. (search)
System Details:
text file PDF
Summary:
This book constitutes the refereed proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence, AI 2009, held in Melbourne, Australia, in December 2009. The 68 revised full papers presented were carefully reviewed and selected from 174 submissions. The papers are organized in topical sections on agents; AI applications; computer vision and image processing; data mining and statistical learning; evolutionary computing; game playing; knowledge representation and reasoning; natural language and speech processing; soft computing; and user modelling.
Contents:
Agents
Experimental Market Mechanism Design for Double Auction
Model Checking Games for a Fair Branching-Time Temporal Epistemic Logic
Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times
Simple Default Reasoning in Theories of Action
From My Agent to Our Agent: Exploring Collective Adaptive Agent via Barnga
AI Applications
Classification of EEG for Affect Recognition: An Adaptive Approach
Effect of Experimental Factors on the Recognition of Affective Mental States through Physiological Measures
A Distance Measure for Genome Phylogenetic Analysis
Pattern Prediction in Stock Market
Balancing Workload in Project Assignment
Topical Analysis for Identification of Web Communities
Collaborative-Comparison Learning for Complex Event Detection Using Distributed Hierarchical Graph Neuron (DHGN) Approach in Wireless Sensor Network
Square Root Unscented Particle Filtering for Grid Mapping
Computer Vision and Image Processing
Towards Automatic Image Segmentation Using Optimised Region Growing Technique
Texture Detection Using Neural Networks Trained on Examples of One Class
Learning and Recognition of 3D Visual Objects in Real-Time
Learning Motion Detectors by Genetic Programming
Information-Theoretic Image Reconstruction and Segmentation from Noisy Projections
Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280
Face Image Enhancement via Principal Component Analysis
Data Mining and Statistical Learning
On Using Adaptive Binary Search Trees to Enhance Self Organizing Maps
Topic-Based Computing Model for Web Page Popularity and Website Influence
Classifying Multiple Imbalanced Attributes in Relational Data
Algorithms for the Computation of Reduced Convex Hulls
Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data
Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics
The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence Classification
Using Topic Models to Interpret MEDLINE's Medical Subject Headings
A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling
Ensemble Approach for the Classification of Imbalanced Data
Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis
MML Invariant Linear Regression
DMCS: Dual-Model Classification System and Its Application in Medicine
A Graph Distance Based Structural Clustering Approach for Networks
Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks
Enhancing MML Clustering Using Context Data with Climate Applications
Evolutionary Computing
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning
Multi-Objective Genetic Programming for Classification with Unbalanced Data
Scheduling for the National Hockey League Using a Multi-objective Evolutionary Algorithm
Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems
Unsupervised Text Normalization Approach for Morphological Analysis of Blog Documents
Novel Memetic Algorithm for Protein Structure Prediction
Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression
Unsupervised Elimination of Redundant Features Using Genetic Programming
A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences
Balancing Parent and Offspring Selection in Genetic Programming
Game Playing
A Memory-Based Approach to Two-Player Texas Hold'em
Decomposition of Multi-player Games
Knowledge Representation and Reasoning
Extended Full Computation-Tree Logic with Sequence Modal Operator: Representing Hierarchical Tree Structures
A Data Model for Fuzzy Linguistic Databases with Flexible Querying
Modelling Object Typicality in Description Logics
Efficient SAT Techniques for Relative Encoding of Permutations with Constraints
Uniform Interpolation for Revisited
Modeling Abstract Behavior: A Dynamic Logic Approach
Natural Language and Speech Processing
Restoring Punctuation and Casing in English Text
A Novel Connectionist Network for Solving Long Time-Lag Prediction Tasks
An Abstraction-Based Data Model for Information Retrieval
Vietnamese Document Representation and Classification
Can Shallow Semantic Class Information Help Answer Passage Retrieval?
English Article Correction System Using Semantic Category Based Inductive Learning Rules
Towards Interpreting Task-Oriented Utterance Sequences
Soft Computing
Fuzzy Rank Linear Regression Model
Numerical versus Analytic Synchronization in Small-World Networks of Hindmarsh-Rose Neurons
Outline Capture of Images by Multilevel Coordinate Search on Cubic Splines
User Modelling
Aggregation Trade Offs in Family Based Recommendations
Using Keyword-Based Approaches to Adaptively Predict Interest in Museum Exhibits
Behaviour Recognition from Sensory Streams in Smart Environments
Probabilistic Seeking Prediction in P2P VoD Systems.
Contributor:
Nicholson, Ann, editor., Editor,
Li, Xiaodong, editor., Editor,
SpringerLink (Online service)
Contained In:
Springer eBooks
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-642-10439-8
9783642104398
Publisher Number:
10.1007/978-3-642-10439-8 doi
Access Restriction:
Restricted for use by site license.
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