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PKDD
2005
Springer
92views Data Mining» more  PKDD 2005»
13 years 10 months ago
Mining Model Trees from Spatial Data
Mining regression models from spatial data is a fundamental task in Spatial Data Mining. We propose a method, namely Mrs-SMOTI, that takes advantage from a tight-integration with s...
Donato Malerba, Michelangelo Ceci, Annalisa Appice
ACL
2006
13 years 6 months ago
A DOM Tree Alignment Model for Mining Parallel Data from the Web
This paper presents a new web mining scheme for parallel data acquisition. Based on the Document Object Model (DOM), a web page is represented as a DOM tree. Then a DOM tree align...
Lei Shi, Cheng Niu, Ming Zhou, Jianfeng Gao
SISAP
2010
IEEE
108views Data Mining» more  SISAP 2010»
13 years 2 months ago
Enlarging nodes to improve dynamic spatial approximation trees
Marcelo Barroso, Nora Reyes, Rodrigo Paredes
ICDM
2009
IEEE
146views Data Mining» more  ICDM 2009»
13 years 11 months ago
Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
Dima Alberg, Mark Last, Roni Neuman, Avi Sharon
HICSS
2009
IEEE
144views Biometrics» more  HICSS 2009»
13 years 11 months ago
Privacy Preserving Decision Tree Mining from Perturbed Data
Privacy preserving data mining has been investigated extensively. The previous works mainly fall into two categories, perturbation and randomization based approaches and secure mu...
Li Liu, Murat Kantarcioglu, Bhavani M. Thuraisingh...