Transactions on Rough Sets I / edited by James F. Peters, Jerzy W. Grzymala-Busse, Bozena Kostek, Roman W. Swiniarski, Marcin S. Szczuka.

Format:

Book

Contributor:

Peters, James F., editor.

Grzymala-Busse, Jerzy W., editor.

Kostek, Boz̊ena, 1959- editor.

Swiniarski, Roman W., editor.

Szczuka, Marcin S., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Transactions on Rough Sets, 1861-2059 ; 3100.

Transactions on Rough Sets, 1861-2059 ; 3100

Language:

English

Subjects (All):

Artificial intelligence.

Data mining.

Computers.

Logic, Symbolic and mathematical.

Database management.

Pattern perception.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Computation by Abstract Devices.

Mathematical Logic and Formal Languages.

Database Management.

Pattern Recognition.

Local Subjects:

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Computation by Abstract Devices.

Mathematical Logic and Formal Languages.

Database Management.

Pattern Recognition.

Physical Description:

1 online resource (X, 406 pages).

Edition:

First edition 2004.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.

System Details:

text file PDF

Contents:

Rough Sets - Introduction

Some Issues on Rough Sets

Rough Sets - Theory

Learning Rules from Very Large Databases Using Rough Multisets

Data with Missing Attribute Values: Generalization of Indiscernibility Relation and Rule Induction

Generalizations of Rough Sets and Rule Extraction

Towards Scalable Algorithms for Discovering Rough Set Reducts

Variable Precision Fuzzy Rough Sets

Greedy Algorithm of Decision Tree Construction for Real Data Tables

Consistency Measures for Conflict Profiles

Layered Learning for Concept Synthesis

Basic Algorithms and Tools for Rough Non-deterministic Information Analysis

A Partition Model of Granular Computing

Rough Sets - Applications

Musical Phrase Representation and Recognition by Means of Neural Networks and Rough Sets

Processing of Musical Metadata Employing Pawlak's Flow Graphs

Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values

Rough Sets and Relational Learning

Approximation Space for Software Models

Application of Rough Sets to Environmental Engineering Models

Rough Set Theory and Decision Rules in Data Analysis of Breast Cancer Patients

Independent Component Analysis, Principal Component Analysis and Rough Sets in Face Recognition.

Other Format:

Printed edition:

ISBN:

978-3-540-27794-1

9783540277941

Access Restriction:

Restricted for use by site license.