Intelligent Data Engineering and Automated Learning - IDEAL 2005 : 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings / edited by Marcus Gallagher, James Hogan, Frederic Maire.

Format:

Book

Contributor:

Gallagher, Marcus, editor.

Hogan, James (James M.), editor.

Maire, Frederic, Dr, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 3578.

Information Systems and Applications, incl. Internet/Web, and HCI ; 3578

Language:

English

Subjects (All):

Database management.

Algorithms.

Artificial intelligence.

Information storage and retrieval.

Application software.

Computers and civilization.

Database Management.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Computers and Society.

Local Subjects:

Database Management.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Computers and Society.

Physical Description:

1 online resource (XVI, 600 pages).

Edition:

First edition 2005.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.

System Details:

text file PDF

Contents:

Data Mining and Knowledge Engineering

EXiT-B: A New Approach for Extracting Maximal Frequent Subtrees from XML Data

Synthetic Environment Representational Semantics Using the Web Ontology Language

New Rules for Hybrid Spatial Reasoning

Using Pre-aggregation for Efficient Spatial Query Processing in Sensor Environments

Model Trees for Classification of Hybrid Data Types

Finding Uninformative Features in Binary Data

Knowledge Reduction of Rough Set Based on Partition

Multiresolution Analysis of Connectivity

Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image Retrieval

Unsupervised Image Segmentation Using Penalized Fuzzy Clustering Algorithm

Multi-attributes Image Analysis for the Classification of Web Documents Using Unsupervised Technique

Automatic Image Annotation Based on Topic-Based Smoothing

A Focused Crawler with Document Segmentation

An Intelligent Grading System Using Heterogeneous Linguistic Resources

Probabilistic Data Generation for Deduplication and Data Linkage

Mining Job Logs Using Incremental Attribute-Oriented Approach

Dimensional Reduction of Large Image Datasets Using Non-linear Principal Components

Classification by Instance-Based Learning Algorithm

Analysis/Synthesis of Speech Signals Based on AbS/OLA Sinusoidal Modeling Using Elliptic Filter

Robust Model Adaptation Using Mean and Variance Transformations in Linear Spectral Domain

Using Support Vector Machine for Modeling of Pulsed GTAW Process

Design of Simple Structure Neural Voltage Regulator for Power Systems

EEG Source Localization for Two Dipoles in the Brain Using a Combined Method

Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller

Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model

Learning Algorithms and Systems

Neural Networks: A Replacement for Gaussian Processes?

A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection

Bayesian Radial Basis Function Neural Network

An Empirical Study of Hoeffding Racing for Model Selection in k-Nearest Neighbor Classification

Designing an Optimal Network Using the Cross-Entropy Method

Generating Predicate Rules from Neural Networks

Improving Ensembles with Classificational Cellular Automata

A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection

A Novel Anomaly Detection Using Small Training Sets

Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees

Intelligent Predictive Control of a 6-Dof Robotic Manipulator with Reliability Based Performance Improvement

Sequential Search for Decremental Edition

Bearing Similarity Measures for Self-organizing Feature Maps

Efficient Spatial Clustering Algorithm Using Binary Tree

Cluster Analysis of High-Dimensional Data: A Case Study

Universal Clustering with Family of Power Loss Functions in Probabilistic Space

Circular SOM for Temporal Characterisation of Modelled Gene Expressions

Recursive Self-organizing Map as a Contractive Iterative Function System

Differential Priors for Elastic Nets

Graphics Hardware Implementation of the Parameter-Less Self-organising Map

Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image

SOM-Based Novelty Detection Using Novel Data

Multi-level Document Classifications with Self-organising Maps

Bioinformatics

Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers

Evolving Neural Networks for the Classification of Malignancy Associated Changes

Matching Peptide Sequences with Mass Spectra

Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources

A Multi-population ? 2 Test Approach to Informative Gene Selection

Gene Selection of DNA Microarray Data Based on Regularization Networks

Application of Mixture Models to Detect Differentially Expressed Genes

A Comparative Study of Two Novel Predictor Set Scoring Methods

Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm

SVM Based Prediction of Bacterial Transcription Start Sites

Exploiting Sequence Dependencies in the Prediction of Peroxisomal Proteins

Protein Fold Recognition Using Neural Networks and Support Vector Machines

Agents and Complex Systems

Support Tool for Multi-agent Development

A Hybrid Agent Architecture for Modeling Autonomous Agents in SAGE

Toward Transitive Dependence in MAS

An Architecture for Multi-agent Based Self-adaptive System in Mobile Environment

Autonomous and Dependable Recovery Scheme in UPnP Network Settings

A Transitive Dependence Based Social Reasoning Mechanism for Coalition Formation

A Multi-agent Based Context Aware Self-healing System

Combining Influence Maps and Cellular Automata for Reactive Game Agents

Patterns in Complex Systems Modeling

Global Optimization Using Evolutionary Algorithm Based on Level Set Evolution and Latin Square

Co-evolutionary Rule-Chaining Genetic Programming

A Dynamic Migration Model for Self-adaptive Genetic Algorithms

Financial Engineering

A Multicriteria Sorting Procedure for Financial Classification Problems: The Case of Business Failure Risk Assessment

Volatility Modelling of Multivariate Financial Time Series by Using ICA-GARCH Models

Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia

A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets.

Other Format:

Printed edition:

ISBN:

978-3-540-31693-0

9783540316930

Access Restriction:

Restricted for use by site license.