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» Evaluation of text clustering methods using wordnet
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90
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NIPS
2001
15 years 2 months ago
An Efficient Clustering Algorithm Using Stochastic Association Model and Its Implementation Using Nanostructures
This paper describes a clustering algorithm for vector quantizers using a "stochastic association model". It offers a new simple and powerful softmax adaptation rule. Th...
Takashi Morie, Tomohiro Matsuura, Makoto Nagata, A...
87
Voted
TABLETOP
2007
IEEE
15 years 6 months ago
Examination of Text-Entry Methods for Tabletop Displays
Although text entry is a vital part of day-to-day computing familiar to most people, not much research has been done to enable text entry on large interactive tables. One might as...
Uta Hinrichs, Mark S. Hancock, M. Sheelagh T. Carp...
165
Voted
SIGMOD
2008
ACM
107views Database» more  SIGMOD 2008»
16 years 22 days ago
Outlier-robust clustering using independent components
How can we efficiently find a clustering, i.e. a concise description of the cluster structure, of a given data set which contains an unknown number of clusters of different shape ...
Christian Böhm, Christos Faloutsos, Claudia P...
109
Voted
ICPR
2000
IEEE
15 years 5 months ago
Automatic Ground-Truth Generation for Skew-Tolerance Evaluation of Document Layout Analysis Methods
Generation of ground-truths is of great importance for unbiased performance evaluation of document layout analysis methods. This is especially necessary because many methods are c...
Oleg Okun, Matti Pietikäinen
77
Voted
ACL
2004
15 years 2 months ago
Extending the BLEU MT Evaluation Method with Frequency Weightings
We present the results of an experiment on extending the automatic method of Machine Translation evaluation BLUE with statistical weights for lexical items, such as tf.idf scores....
Bogdan Babych, Tony Hartley