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MLDM
2009
Springer
15 years 6 months ago
Assisting Data Mining through Automated Planning
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
Fernando Fernández, Daniel Borrajo, Susana ...
139
Voted
KDD
1997
ACM
213views Data Mining» more  KDD 1997»
15 years 6 months ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
131
Voted
ACSW
2004
15 years 3 months ago
Visualisation and Comparison of Image Collections based on Self-organised Maps
Self-organised maps (SOM) have been widely used for cluster analysis and visualisation purposes in exploratory data mining. In image retrieval applications, SOMs have been used to...
Da Deng, Jianhua Zhang, Martin K. Purvis
92
Voted
RIDE
1997
IEEE
15 years 6 months ago
Generalization and Decision Tree Induction: Efficient Classification in Data Mining
Micheline Kamber, Lara Winstone, Wang Gon, Jiawei ...
116
Voted
KDD
2009
ACM
174views Data Mining» more  KDD 2009»
15 years 9 months ago
Visual exploration of categorical and mixed data sets
For categorical data there does not exist any similarity measure which is as straight forward and general as the numerical distance between numerical items. Due to this it is ofte...
Sara Johansson