Sciweavers

12863 search results - page 296 / 2573
» Dynamic Data Mining
Sort
View
SDM
2004
SIAM
214views Data Mining» more  SDM 2004»
15 years 8 months ago
Making Time-Series Classification More Accurate Using Learned Constraints
It has long been known that Dynamic Time Warping (DTW) is superior to Euclidean distance for classification and clustering of time series. However, until lately, most research has...
Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh
ICTAI
2002
IEEE
15 years 11 months ago
A Tool for Extracting XML Association Rules
The recent success of XML as a standard to represent semi-structured data, and the increasing amount of available XML data, pose new challenges to the data mining community. In th...
Daniele Braga, Alessandro Campi, Stefano Ceri, Mik...
KDD
2002
ACM
150views Data Mining» more  KDD 2002»
16 years 7 months ago
Querying multiple sets of discovered rules
Rule mining is an important data mining task that has been applied to numerous real-world applications. Often a rule mining system generates a large number of rules and only a sma...
Alexander Tuzhilin, Bing Liu
ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
15 years 4 months ago
Discovering Temporal Features and Relations of Activity Patterns
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...
Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
16 years 1 days ago
An Anomaly Detection Method for Spacecraft Using Relevance Vector Learning
This paper proposes a novel anomaly detection system for spacecrafts based on data mining techniques. It constructs a nonlinear probabilistic model w.r.t. behavior of a spacecraft ...
Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida