Intelligent data engineering and automated learning--IDEAL 2010 : 11th international conference, Paisley, UK, September 1-3, 2010 : proceedings / Colin Fyfe [and others] (eds.).

By: (11th : IDEAL (Conference) (11th : 2010 : Glasgow, Scotland)
Contributor(s): Fyfe, Colin
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 6283.; LNCS sublibrary: Publisher: Berlin : Springer, 2010Description: 1 online resource (xvi, 398 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642153815; 364215381XOther title: IDEAL 2010Subject(s): Database management -- Congresses | Data mining -- Congresses | Intelligent agents (Computer software) -- Congresses | Database Management Systems | Data Mining | Software | Informatique | Data mining | Database management | Intelligent agents (Computer software) | Data Mining | Wissensextraktion | Datenverwaltung | Maschinelles Lernen | Informationsverarbeitung | Bioinformatik | Mehragentensystem | Soft Computing | Pasley <2010>Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Intelligent data engineering and automated learning.DDC classification: 005.74 LOC classification: QA76.9.D3Online resources: Click here to access online
Contents:
Large Scale Instance Selection by Means of a Parallel Algorithm -- Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection -- Generalized Derivative Based Kernelized Learning Vector Quantization -- Cost Optimization of a Localized Irrigation System Using Genetic Algorithms -- Dimension Reduction for Regression with Bottleneck Neural Networks -- Analysing Satellite Image Time Series by Means of Pattern Mining -- Sentences Generation by Frequent Parsing Patterns -- Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model -- On the Power of Topological Kernel in Microarray-Based Detection of Cancer -- An Evolutionary Multi-objective Optimization of Market Structures Using PBIL -- New Application of Graph Mining to Video Analysis -- Classification by Multiple Reducts-kNN with Confidence -- Towards Automatic Classification of Wikipedia Content -- Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data -- A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm -- Simplified Self-Adapting Skip Lists -- Multi-Agent Architecture with Support to Quality of Service and Quality of Control -- Robust 1-Norm Soft Margin Smooth Support Vector Machine -- A Generalization of Independence in Naive Bayes Model -- Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification -- Histogram Distance for Similarity Search in Large Time Series Database -- The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces -- Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains -- The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach -- Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform -- Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System -- Annotation and Retrieval of Cell Images -- Adaptive Particle Swarm Optimizer for Feature Selection -- A Randomized Sphere Cover Classifier -- Directed Figure Codes with Weak Equality -- Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks -- Relevance of Contextual Information in Compression-Based Text Clustering -- Simple Deterministically Constructed Recurrent Neural Networks -- Non-negative Matrix Factorization Implementation Using Graphic Processing Units -- A Neighborhood-Based Clustering by Means of theTriangle Inequality -- Selection of Structures with Grid Optimization, in Multiagent Data Warehouse -- Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations -- Learning Negotiation Policies Using IB3 and Bayesian Networks -- Trajectory Based Behavior Analysis for User Verification -- Discovering Concept Mappings by Similarity Propagation among Substructures -- Clustering and Visualizing SOM Results -- A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors -- Evolution Strategies for Objective Functions with Locally Correlated Variables -- Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD -- Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS)Power System Load Model Using an Artificial Neural Network Paradigm -- An Efficient Approach to Clustering Real-Estate Listings -- Incremental Update of Cyclic Association Rules.
Summary: This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2010, held in Paisley, Scotland, in September 2010. The 47 revised full papers presented were carefully reviewed and selected from many submissions for inclusion in the book and present the latest theoretical advances and real-world applications in computational intelligence.
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Includes bibliographical references and index.

This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2010, held in Paisley, Scotland, in September 2010. The 47 revised full papers presented were carefully reviewed and selected from many submissions for inclusion in the book and present the latest theoretical advances and real-world applications in computational intelligence.

Large Scale Instance Selection by Means of a Parallel Algorithm -- Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection -- Generalized Derivative Based Kernelized Learning Vector Quantization -- Cost Optimization of a Localized Irrigation System Using Genetic Algorithms -- Dimension Reduction for Regression with Bottleneck Neural Networks -- Analysing Satellite Image Time Series by Means of Pattern Mining -- Sentences Generation by Frequent Parsing Patterns -- Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model -- On the Power of Topological Kernel in Microarray-Based Detection of Cancer -- An Evolutionary Multi-objective Optimization of Market Structures Using PBIL -- New Application of Graph Mining to Video Analysis -- Classification by Multiple Reducts-kNN with Confidence -- Towards Automatic Classification of Wikipedia Content -- Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data -- A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm -- Simplified Self-Adapting Skip Lists -- Multi-Agent Architecture with Support to Quality of Service and Quality of Control -- Robust 1-Norm Soft Margin Smooth Support Vector Machine -- A Generalization of Independence in Naive Bayes Model -- Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification -- Histogram Distance for Similarity Search in Large Time Series Database -- The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces -- Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains -- The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach -- Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform -- Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System -- Annotation and Retrieval of Cell Images -- Adaptive Particle Swarm Optimizer for Feature Selection -- A Randomized Sphere Cover Classifier -- Directed Figure Codes with Weak Equality -- Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks -- Relevance of Contextual Information in Compression-Based Text Clustering -- Simple Deterministically Constructed Recurrent Neural Networks -- Non-negative Matrix Factorization Implementation Using Graphic Processing Units -- A Neighborhood-Based Clustering by Means of theTriangle Inequality -- Selection of Structures with Grid Optimization, in Multiagent Data Warehouse -- Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations -- Learning Negotiation Policies Using IB3 and Bayesian Networks -- Trajectory Based Behavior Analysis for User Verification -- Discovering Concept Mappings by Similarity Propagation among Substructures -- Clustering and Visualizing SOM Results -- A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors -- Evolution Strategies for Objective Functions with Locally Correlated Variables -- Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD -- Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS)Power System Load Model Using an Artificial Neural Network Paradigm -- An Efficient Approach to Clustering Real-Estate Listings -- Incremental Update of Cyclic Association Rules.

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