Pattern Detection and Discovery

ESF Exploratory Workshop, London, UK, September 16-19, 2002.

Häftad, Engelska, 2002

AvDavid J Hand,M. Adams, Niall,Richard J. Bolton,David J. Hand,Adams,David Hand,Niall Adams

689 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

This book constitutes the refereed proceedings of an international workshop on Pattern Detection and Discovery organized by the European Science Foundation in London, UK in September 2002. The 17 revised full papers presented were carefully selected and reviewed for inclusion in this state-of-the-art book. Six papers present an introduction and general issues in the emerging field. Four papers are devoted to association rules. Four papers deal with various aspects of text mining and Web mining, and three papers explore advanced applications.

Produktinformation

Utgivningsdatum2002-09-04
Mått155 x 235 x 14 mm
Vikt376 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor232
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540441489

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Programmeringsböcker inom Data och IT
Databaser inom Data och IT
Referensverk och tvärvetenskap inom Samhälle och politik
Matematisk statistik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

General Issues.- Pattern Detection and Discovery.- Detecting Interesting Instances.- Complex Data: Mining Using Patterns.- Determining Hit Rate in Pattern Search.- An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes.- If You Can’t See the Pattern, Is It There?.- Association Rules.- Dataset Filtering Techniques in Constraint-Based Frequent Pattern Mining.- Concise Representations of Association Rules.- Constraint-Based Discovery and Inductive Queries: Application to Association Rule Mining.- Relational Association Rules: Getting Warmer.- Text and Web Mining.- Mining Text Data: Special Features and Patterns.- Modelling and Incorporating Background Knowledge in theWeb Mining Process.- Modeling Information in Textual Data Combining Labeled and Unlabeled Data.- Discovery of Frequent Word Sequences in Text.- Applications.- Pattern Detection and Discovery: The Case of Music Data Mining.- Discovery of Core Episodes from Sequences.- Patterns of Dependencies in Dynamic Multivariate Data.

Du kanske också är intresserad av

Advances in Intelligent Data Analysis

David J Hand, Joost N. Kok, Michael R. Berthold, David J. Hand, David Hand

Häftad

1 689 kr

Intelligent Data Analysis

Michael R. Berthold, David J Hand, David J. Hand, David Hand

Inbunden

2 299 kr

Advances in Intelligent Data Analysis

Frank Hoffmann, David J Hand, Niall M. Adams, Douglas Fisher, Gabriela Guimaraes, David J. Hand, David Hand

Häftad

689 kr

Del 10584

Advances in Intelligent Data Analysis XVI

Niall Adams, Allan Tucker, David Weston

Häftad

709 kr

Measurement

David J. Hand, and Chief Scientific Advisor to Winton Capital Management) Hand, David J. (Senior Research Investigator and Emeritus Professor of Mathematics at Imperial College, London, David J Hand

Häftad

169 kr