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UAI
2003
15 years 3 months ago
On Information Regularization
We formulate a principle for classification with the knowledge of the marginal distribution over the data points (unlabeled data). The principle is cast in terms of Tikhonov styl...
Adrian Corduneanu, Tommi Jaakkola
IJCNN
2000
IEEE
15 years 6 months ago
EM Algorithms for Self-Organizing Maps
eresting web-available abstracts and papers on clustering: An Analysis of Recent Work on Clustering Algorithms (1999), Daniel Fasulo : This paper describes four recent papers on cl...
Tom Heskes, Jan-Joost Spanjers, Wim Wiegerinck
ML
2010
ACM
142views Machine Learning» more  ML 2010»
15 years 27 days ago
Fast adaptive algorithms for abrupt change detection
We propose two fast algorithms for abrupt change detection in streaming data that can operate on arbitrary unknown data distributions before and after the change. The first algor...
Daniel Nikovski, Ankur Jain
BMCBI
2007
108views more  BMCBI 2007»
15 years 2 months ago
Computer-aided identification of polymorphism sets diagnostic for groups of bacterial and viral genetic variants
Background: Single nucleotide polymorphisms (SNPs) and genes that exhibit presence/absence variation have provided informative marker sets for bacterial and viral genotyping. Iden...
Erin P. Price, John Inman-Bamber, Venugopal Thiruv...
INFSOF
2000
98views more  INFSOF 2000»
15 years 2 months ago
Performance comparison of CORBA and RMI
Distributed object architectures and Java are important for building modern, scalable, web-enabled applications. This paper is focused on qualitative and quantitative comparison o...
Matjaz B. Juric, Ivan Rozman, Marjan Hericko