Sciweavers

301 search results - page 1 / 61
» Metrics for Mining Multisets
Sort
View
SGAI
2007
Springer
13 years 11 months ago
Metrics for Mining Multisets
Abstract. We propose a new class of distance measures (metrics) designed for multisets, both of which are a recurrent theme in many data mining applications. One particular instanc...
Walter A. Kosters, Jeroen F. J. Laros
SDM
2009
SIAM
223views Data Mining» more  SDM 2009»
14 years 1 months ago
Context Aware Trace Clustering: Towards Improving Process Mining Results.
Process Mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms...
R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aa...
KDD
2012
ACM
177views Data Mining» more  KDD 2012»
11 years 7 months ago
Random forests for metric learning with implicit pairwise position dependence
Caiming Xiong, David Johnson, Ran Xu, Jason J. Cor...
ICTAI
2007
IEEE
13 years 11 months ago
Multisets and Clustering XML Documents
We propose a novel and efficient solution to the problem of clustering XML documents based on their structure. We use operations on multisets of paths of document trees to define...
Swami Iyer, Dan A. Simovici
KDD
1997
ACM
243views Data Mining» more  KDD 1997»
13 years 9 months ago
Development of Multi-Criteria Metrics for Evaluation of Data Mining Algorithms
Gholamreza Nakhaeizadeh, Alexander Schnabl