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155
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ICASSP
2011
IEEE
14 years 7 months ago
Polytope kernel density estimates on Delaunay graphs
We present a polytope-kernel density estimation (PKDE) methodology that allows us to perform exact mean-shift updates along the edges of the Delaunay graph of the data. We discuss...
Erhan Bas, Deniz Erdogmus
136
Voted
KDD
2005
ACM
137views Data Mining» more  KDD 2005»
16 years 4 months ago
Pattern-based similarity search for microarray data
One fundamental task in near-neighbor search as well as other similarity matching efforts is to find a distance function that can efficiently quantify the similarity between two o...
Haixun Wang, Jian Pei, Philip S. Yu
136
Voted
PAKDD
2010
ACM
212views Data Mining» more  PAKDD 2010»
15 years 8 months ago
Fast Perceptron Decision Tree Learning from Evolving Data Streams
Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...
111
Voted
CIKM
2009
Springer
15 years 7 months ago
Multidimensional political spectrum identification and analysis
In this work, we show the importance of multidimensional opinion representation in the political context combining domain knowledge and results from principal component analysis. ...
Leilei Zhu, Prasenjit Mitra
119
Voted
LREC
2010
151views Education» more  LREC 2010»
15 years 5 months ago
Annotation Scheme and Gold Standard for Dutch Subjective Adjectives
Many techniques are developed to derive automatically lexical resources for opinion mining. In this paper we present a gold standard for Dutch adjectives developed for the evaluat...
Isa Maks, Piek Vossen