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Tables of Contents for Pattern Detection and Discovery
Chapter/Section Title
Page #
Page Count
General Issues
Pattern Detection and Discovery
1
12
David J. Hand
Detecting Interesting Instances
13
11
Katharina Morik
Complex Data: Mining Using Patterns
24
12
Arno Siebes
Zbyszek Struzik
Determining Hit Rate in Pattern Search
36
13
Richard J. Bolton
David J. Hand
Niall M. Adams
An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes
49
14
Paul Cohen
Brent Heeringa
Niall Adams
If You Can't See the Pattern, Is It There?
63
14
Antony Unwin
Association Rules
Dataset Filtering Techniques in Constraint-Based Frequent Pattern Mining
77
15
Marek Wojciechowski
Maciej Zakrzewicz
Concise Representations of Association Rules
92
18
Marzena Kryszkiewicz
Constraint-Based Discovery and Inductive Queries: Application to Association Rule Mining
110
15
Baptiste Jeudy
Jean-Francois Boulicaut
Relational Association Rules: Getting WARMeR
125
15
Bart Goethals
Jan Van den Bussche
Text and Web Mining
Mining Text Data: Special Features and Patterns
140
14
M. Delgado
M.J. Martin-Bautista
D. Sanchez
M.A. Vila
Modelling and Incorporating Background Knowledge in the Web Mining Process
154
16
Myra Spiliopoulou
Carsten Pohle
Modeling Information in Textual Data Combining Labeled and Unlabeled Data
170
10
Dunja Mladenic
Discovery of Frequent Word Sequences in Text
180
10
Helena Ahonen-Myka
Applications
Pattern Detection and Discovery: The Case of Music Data Mining
190
9
Pierre- Yves Rolland
Jean-Gabriel Ganascia
Discovery of Core Episodes from Sequences
199
15
Frank Hoppner
Patterns of Dependencies in Dynamic Multivariate Data
214
13
Ursula Gather
Roland Fried
Michael Imhoff
Claudia Becker
Author Index
227