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» A Statistical Clustering Model and Algorithm
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140
Voted
CSB
2003
IEEE
130views Bioinformatics» more  CSB 2003»
15 years 10 months ago
A Computational Approach to Reconstructing Gene Regulatory Networks
Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters. In addition, the practical utility of ...
Xutao Deng, Hesham H. Ali
CSC
2009
15 years 6 months ago
Fast Monte Carlo Algorithms on Re-Wired Small-World Spin Models
Small-world networks have become an important model for understanding many complex phenomena in science and in sociological contexts. One tool for exploring the critical and phase...
Kenneth A. Hawick
170
Voted
PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
15 years 9 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders
CP
2005
Springer
15 years 10 months ago
SPREAD: A Balancing Constraint Based on Statistics
Many combinatorial problems require of their solutions that they achieve a certain balance of given features. In the constraint programming literature, little has been written to s...
Gilles Pesant, Jean-Charles Régin
TALG
2010
158views more  TALG 2010»
14 years 11 months ago
Clustering for metric and nonmetric distance measures
We study a generalization of the k-median problem with respect to an arbitrary dissimilarity measure D. Given a finite set P of size n, our goal is to find a set C of size k such t...
Marcel R. Ackermann, Johannes Blömer, Christi...