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Discovery Science 发现科学

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Discovery Science 发现科学

最 低 价:¥630.50

定 价:¥700.60

作 者:GunterGrieser 著

出 版 社:北京燕山出版社

出版时间:2003-12-1

I S B N:3540202935

价格
630.50元

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The LNAI series reports state-of-the-art results in artificial intelligence re-search, 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,LNAI has grown into the most comprehensive artificial intelligence research forum available.
The scope of LNAI spans the whole range of artificial intelligence and intelli-gent information processing 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 PhD work)

内容简介

This book constitutes the refereed proceedings of the 6th International Conference on Discovery Science, DS 2003, held in Sapporo, Japan in October 2003.
The 18 revised full papers and 29 revised short papers presented together with 3 invited papers and absts of 2 invited talks were carefully reviewed and selected from 80 submissions. The papers address all current issues in discovery science including substructure discovery, Web navigation patterns discovery, graph-based induction, time series data analysis, rough sets, genetic algorithms, clustering, genome analysis, chaining patterns, association rule mining, classification, content based filtering, bioinformatics, case-based reasoning, text mining, Web data analysis, and more.

作者简介

目录

Invited Talks
Abduction and the Dualization Problem
Signal Extraction and Knowledge Discovery Based on Statistical Modeling
Association Computation for Information Access ,
Efficient Data Representations That Preserve Information
Can Learning in the Limit Be Done Efficiently?
Long Papers
Discovering Frequent Substructures in Large Unordered Trees
Discovering Rich Navigation Patterns on a Web Site
Mining Frequent Itemsets with Category-Based Constraints
Modelling Soil Radon Concentration for Earthquake Prediction
Dialectical Evidence Assembly for Discovery
Performance Analysis of a Greedy Algorithm for Inferring Boolean Functions
Performance Evaluation of Decision Tree Graph-Based Induction
Discovering Ecosystem Models from Time-Series Data
An Optimal Strategy for Extracting Probabilistic Rules by Combining Rough Sets and Genetic Algorithm
Extraction of Coverings as Monotone DNF Formulas
What Kinds and Amounts of Causal Knowledge Can Be Acquired from Text by Using Connective Markers as Clues?
Clustering Orders
Business Application for Sales Transaction Data by Using Genome Analysis Technology
Improving Efficiency of Frequent Query Discovery by Eliminating Non-relevant Candidates
Chaining Patterns
An Algorithm for Discovery of New Families of Optimal Regular Networks
Enumerating Maximal Frequent Sets Using Irredundant Dualization
Discovering Exceptional Information from Customer Inquiry by Association Rule Miner
Short Papers
Automatic Classification for the Identification of Relationships in a Meta-data Repository
Effects of Unreliable Group Profiling by Means of Data Mining
……
Author Index

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