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» Spatial Data Mining Implementation: Alternatives and Perform...
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WWW
2006
ACM
16 years 5 months ago
A content and structure website mining model
We present a novel model for validating and improving the content and structure organization of a website. This model studies the website as a graph and evaluates its interconnect...
Barbara Poblete, Ricardo A. Baeza-Yates
KDD
1998
ACM
99views Data Mining» more  KDD 1998»
15 years 8 months ago
On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
For a wide variety of classification algorithms, scalability to large databases can be achieved by observing that most algorithms are driven by a set of sufficient statistics that...
Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri
SDM
2011
SIAM
242views Data Mining» more  SDM 2011»
14 years 7 months ago
Fast Algorithms for Finding Extremal Sets
Identifying the extremal (minimal and maximal) sets from a collection of sets is an important subproblem in the areas of data-mining and satisfiability checking. For example, ext...
Roberto J. Bayardo, Biswanath Panda
IPPS
1998
IEEE
15 years 8 months ago
Hiding Communication Latency in Data Parallel Applications
Interprocessor communication times can be a significant fraction of the overall execution time required for data parallel applications. Large communication to computation ratios o...
Vivek Garg, David E. Schimmel
ICDM
2007
IEEE
129views Data Mining» more  ICDM 2007»
15 years 6 months ago
Feature Selection for Nonlinear Kernel Support Vector Machines
An easily implementable mixed-integer algorithm is proposed that generates a nonlinear kernel support vector machine (SVM) classifier with reduced input space features. A single ...
Olvi L. Mangasarian, Gang Kou