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IAJIT
2011
14 years 4 months ago
A hierarchical K-NN classifier for textual data
: This paper presents a classifier that is based on a modified version of the well known K-Nearest Neighbors classifier (K-NN). The original K-NN classifier was adjusted to work wi...
Rehab M. Duwairi, Rania Al-Zubaidi
IWANN
2009
Springer
15 years 7 months ago
Data Mining in Complex Diseases Using Evolutionary Computation
Abstract. A new algorithm is presented for finding genotype-phenotype association rules from data related to complex diseases. The algorithm was based on Genetic Algorithms, a tech...
Vanessa Aguiar, Jose A. Seoane, Ana Freire, Cristi...
87
Voted
NORDICHI
2004
ACM
15 years 6 months ago
Software usability: a comparison between two tree-structured data transformation languages
This paper presents the results of a software usability study, involving both subjective and objective evaluation. It compares a popular XML data transformation language (XSLT) an...
Nikita Schmidt, Corina Sas
SIGKDD
2010
136views more  SIGKDD 2010»
14 years 7 months ago
Tenth international workshop on multimedia data mining
In this report we provide a summary of the tenth Multimedia Data Mining Workshop that was held in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discov...
Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek
124
Voted
PAMI
2008
162views more  PAMI 2008»
15 years 16 days ago
Dimensionality Reduction of Clustered Data Sets
We present a novel probabilistic latent variable model to perform linear dimensionality reduction on data sets which contain clusters. We prove that the maximum likelihood solution...
Guido Sanguinetti