Advances in Data Mining. Applications and Theoretical Aspects : 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20 - 22, 2009. Proceedings / edited by Petra Perner.

Format:

Book

Contributor:

Perner, Petra, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 5633.

Lecture Notes in Artificial Intelligence ; 5633

Language:

English

Subjects (All):

Data mining.

Application software.

Artificial intelligence.

Multimedia systems.

Optical data processing.

Data Mining and Knowledge Discovery.

Computer Applications.

Artificial Intelligence.

Multimedia Information Systems.

Image Processing and Computer Vision.

Information Systems Applications (incl. Internet).

Local Subjects:

Data Mining and Knowledge Discovery.

Computer Applications.

Artificial Intelligence.

Multimedia Information Systems.

Image Processing and Computer Vision.

Information Systems Applications (incl. Internet).

Physical Description:

1 online resource (XI, 402 pages).

Edition:

First edition 2009.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 9th Industrial Conference on Data Mining, ICDM 2009, held in Leipzig, Germany in July 2009. The 32 revised full papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in topical sections on data mining in medicine and agriculture, data mining in marketing, finance and telecommunication, data mining in process control, industry and society, data mining on multimedia data and theoretical aspects of data mining.

Contents:

Invited Talk

Distances in Classification

Data Mining in Medicine and Agriculture

Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms

Data Mining of Agricultural Yield Data: A Comparison of Regression Models

Study of Principal Components on Classification of Problematic Wine Fermentations

A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check

Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation

Computer-Aided Diagnosis in Brain Computed Tomography Screening

Knowledge Representation in Difficult Medical Diagnosis

Data Mining in Marketing, Finance and Telecommunication

Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System

Visualizing the Competitive Structure of Online Auctions

Credit Risk Handling in Telecommunication Sector

Sales Intelligence Using Web Mining

A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods

Data Mining in Process Control, Industry and Society

Screening Paper Runnability in a Web-Offset Pressroom by Data Mining

Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques

SO_MAD: SensOr Mining for Anomaly Detection in Railway Data

Online Mass Flow Prediction in CFB Boilers

Integrating Data Mining and Agent Based Modeling and Simulation

Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring

A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence

Data Mining on Multimedia Data

Ordinal Evaluation: A New Perspective on Country Images

Evaluation of Fusion for Similarity Searching in Online Handwritten Documents

Self-training Strategies for Handwriting Word Recognition

On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background

Theoretical Aspects of Data Mining

Clustering with Domain Value Dissimilarity for Categorical Data

The Normalized Compression Distance as a Distance Measure in Entity Identification

Attribute Constrained Rules for Partially Labeled Sequence Completion

Mining Determining Sets for Partially Defined Functions

On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features

On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies

Responsible Data Releases.

Other Format:

Printed edition:

ISBN:

978-3-642-03067-3

9783642030673

Access Restriction:

Restricted for use by site license.