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» Improving Cluster Method Quality by Validity Indices
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BMCBI
2010
100views more  BMCBI 2010»
15 years 18 days ago
A robust method for estimating gene expression states using Affymetrix microarray probe level data
Background: Microarray technology is a high-throughput method for measuring the expression levels of thousand of genes simultaneously. The observed intensities combine a non-speci...
Megu Ohtaki, Keiko Otani, Keiko Hiyama, Naomi Kame...
79
Voted
DATE
2005
IEEE
105views Hardware» more  DATE 2005»
15 years 6 months ago
An Improved Multi-Level Framework for Force-Directed Placement
One of the greatest impediments to achieving high quality placements using force-directed methods lies in the large amount of overlap initially present in these techniques. This o...
Kristofer Vorwerk, Andrew A. Kennings
107
Voted
KDD
2004
ACM
132views Data Mining» more  KDD 2004»
16 years 27 days ago
A probabilistic framework for semi-supervised clustering
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
Sugato Basu, Mikhail Bilenko, Raymond J. Mooney
96
Voted
WSC
2008
15 years 2 months ago
The use of simulation for process improvement in metal industry - case HT-Lasertekniikka
Companies in the metal industry want to find solutions for increasing the quality of service and productivity of the operation, but it is not an easy task to do, especially if the...
Toni Ruohonen, Mikko Kamppila, Antti Jokitalo
95
Voted
ACL
2008
15 years 1 months ago
Combining Multiple Resources to Improve SMT-based Paraphrasing Model
This paper proposes a novel method that exploits multiple resources to improve statistical machine translation (SMT) based paraphrasing. In detail, a phrasal paraphrase table and ...
Shiqi Zhao, Cheng Niu, Ming Zhou, Ting Liu, Sheng ...