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Advances in Intelligent Data Analysis VI智能数据分析进展 VI/会议录

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Advances in Intelligent Data Analysis VI智能数据分析进展 VI/会议录

最 低 价:¥650.90

定 价:¥723.20

作 者:A. FazelFamili 著

出 版 社:北京燕山出版社

出版时间:2005-9-1

I S B N:9783540287957

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编辑推荐

The LNCS series reports state-of-the-art results in computer science research,development,and education,at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community,with numerous individuals,as well as with prestigious organizations and societies,LNCS has grown into the most comprehensive computer science research forum available.
The scope of LNCS,including its subseries LNAI,spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes.
—proceedings (published in time for the respective conference)
—post-proceedings (consisting of thoroughly revised final full papers)
—research monographs(which may be based on outstanding PhD work,research projects,technical reports,etc.)

内容简介

This book constitutes the refereed proceedings of the 6th International Conference on Intelligent Data Analysis, IDA 2005, held in Madrid, Spain in September 2005. The 46 revised papers presented together with two tutorials and two invited talks were carefully reviewed and selected from 184 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.

作者简介

目录

Probabilistic Latent Clustering of Device Usage
Condensed Nearest Neighbor Data Domain Description
Balancing Strategies and Class Overlapping
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks
Kernel K-Means for Categorical Data
Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction
A Distance-Based Method for Preference Information Retrieval in Paired Comparisons
Knowledge Discovery in the Identification of Differentially Expressed Genes
Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction
Exploring Hierarchical Rule Systems in Parallel Coordinates
Bayesian Networks Learning for Gene Expression Datasets
Pulse: Mining Customer Opinions from Free Text
Keystroke Analysis of Different Languages: A Case Study
Combining Bayesian Networks with Higher-Order Data Representations
Removing Statistical Biases in Unsupervised Sequence Learning
Learning from Ambiguously Labeled Examples
Learning Label Preferences: Ranking Error Versus Position Error
FCLib: A Library for Building Data Analysis and Data Discovery Tools
A Knowledge-Based Model for Analyzing GSM Network Performance
Sentiment Classification Using Information Extraction Technique
Extending the SOM Algorithm to Visualize Word Relationships
Towards Automatic and Optimal Filtering Levels for Feature Selection in Text Categorization
Block Clustering of Contingency Table and Mixture Model
Adaptive Classifier Combination for Visual Information Processing Using Data Context-Awareness
Self-poised Ensemble Learning
……
Author Index

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