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IEAAIE
2000
Springer
14 years 6 days ago
Dynamic Data Mining
Business information received from advanced data analysis and data mining is a critical success factor for companies wishing to maximize competitive advantage. The use of tradition...
Vijay V. Raghavan, Aladdin Hafez
KDD
1998
ACM
95views Data Mining» more  KDD 1998»
14 years 6 days ago
Initialization of Iterative Refinement Clustering Algorithms
Usama M. Fayyad, Cory Reina, Paul S. Bradley
KDD
2010
ACM
277views Data Mining» more  KDD 2010»
14 years 6 days ago
Growing a tree in the forest: constructing folksonomies by integrating structured metadata
Many social Web sites allow users to annotate the content with descriptive metadata, such as tags, and more recently to organize content hierarchically. These types of structured ...
Anon Plangprasopchok, Kristina Lerman, Lise Getoor
CIKM
2001
Springer
14 years 8 days ago
SQL Database Primitives for Decision Tree Classifiers
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
Kai-Uwe Sattler, Oliver Dunemann
BPM
2003
Springer
115views Business» more  BPM 2003»
14 years 8 days ago
Mining Most Specific Workflow Models from Event-Based Data
This paper presents an approach on mining most specific workflow models from event-based data. The approach is embedded in the context of data mining and knowledge discovery in dat...
Guido Schimm
GFKL
2006
Springer
108views Data Mining» more  GFKL 2006»
14 years 8 days ago
Identifying and Exploiting Ultrametricity
We begin with pervasive ultrametricity due to high dimensionality and/or spatial sparsity. How extent or degree of ultrametricity can be quantified leads us to the discussion of va...
Fionn Murtagh
GFKL
2006
Springer
133views Data Mining» more  GFKL 2006»
14 years 8 days ago
Adaptive Conjoint Analysis for Pricing Music Downloads
Finding the right pricing for music downloads is of ample importance to the recording industry and music download service providers. For the recently introduced music downloads, re...
Christoph Breidert, Michael Hahsler
GFKL
2006
Springer
60views Data Mining» more  GFKL 2006»
14 years 8 days ago
Single Cluster Visualization to Optimize Air Traffic Management
In this paper we present an application of single cluster visualization (SCV) a technique to visualize single clusters of high-dimensional data. This method maps a single cluster t...
Frank Rehm, Frank Klawonn, Rudolf Kruse
GFKL
2006
Springer
113views Data Mining» more  GFKL 2006»
14 years 8 days ago
Equivalent Number of Degrees of Freedom for Neural Networks
Salvatore Ingrassia, Isabella Morlini