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KDD
1997
ACM
108views Data Mining» more  KDD 1997»
14 years 4 days ago
Integrating and Mining Distributed Customer Databases
Ira J. Haimowitz, Özden Gür-Ali, Henry S...
TSDM
2000
189views Data Mining» more  TSDM 2000»
14 years 5 days ago
Join Indices as a Tool for Spatial Data Mining
The growing production of maps is generating huge volume of data stored in large spatial databases. This huge volume of data exceeds the human analysis capabilities. Spatial data m...
Karine Zeitouni, Laurent Yeh, Marie-Aude Aufaure
TSDM
2000
151views Data Mining» more  TSDM 2000»
14 years 5 days ago
Identifying Temporal Patterns for Characterization and Prediction of Financial Time Series Events
The novel Time Series Data Mining (TSDM) framework is applied to analyzing financial time series. The TSDM framework adapts and innovates data mining concepts to analyzing time ser...
Richard J. Povinelli
TSDM
2000
151views Data Mining» more  TSDM 2000»
14 years 5 days ago
Rough Sets in Spatio-temporal Data Mining
In this paper I define spatio-temporal regions as pairs consisting of a spatial and a temporal component and I define topological relations between them. Using the notion of rough ...
Thomas Bittner
SOFT
2000
14 years 5 days ago
Problems and Prospects in Fuzzy Data Analysis
In meeting the challenges that resulted from the explosion of collected, stored, and transferred data, Knowledge Discovery in Databases or Data Mining has emerged as a new research...
Rudolf Kruse, Christian Borgelt, Detlef Nauck
PKDD
2000
Springer
107views Data Mining» more  PKDD 2000»
14 years 5 days ago
Expert Constrained Clustering: A Symbolic Approach
Abstract. A new constrained model is discussed as a way of incorporating efficiently a priori expert knowledge into a clustering problem of a given individual set. The first innova...
Fabrice Rossi, Frédérick Vautrain
PKDD
2000
Springer
151views Data Mining» more  PKDD 2000»
14 years 5 days ago
Discovery of Characteristic subgraph Patterns Using Relative Indexing and the Cascade Model
: Relational representation of objects using graphs reveals much information that cannot be obtained by attribute value representations alone. There are already many databases that...
Takashi Okada, Mayumi Oyama
PKDD
2000
Springer
125views Data Mining» more  PKDD 2000»
14 years 5 days ago
Materialized Data Mining Views
Data mining is a useful decision support technique, which can be used to find trends and regularities in warehouses of corporate data. A serious problem of its practical applicatio...
Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzew...
PKDD
2000
Springer
120views Data Mining» more  PKDD 2000»
14 years 5 days ago
Multi-Relational Data Mining, Using UML for ILP
Although there is a growing need for multi-relational data mining solutions in KDD, the use of obvious candidates from the field of Inductive Logic Programming (ILP) has been limit...
Arno J. Knobbe, Arno Siebes, Hendrik Blockeel, Dan...
PKDD
2000
Springer
99views Data Mining» more  PKDD 2000»
14 years 5 days ago
Web Usage Mining: How to Efficiently Manage New Transactions and New Clients
Florent Masseglia, Pascal Poncelet, Maguelonne Tei...