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IJON
2006
104views more  IJON 2006»
14 years 10 months ago
Kernel methods and the exponential family
The success of Support Vector Machine (SVM) gave rise to the development of a new class of theoretically elegant learning machines which use a central concept of kernels and the a...
Stéphane Canu, Alexander J. Smola
96
Voted
IJCSA
2007
91views more  IJCSA 2007»
14 years 10 months ago
Experiences in Testing Automation of a Family of Functional- and GUI-similar Programs
This article presents experiences in the automation of a testing process. The main goal is the unified testing of not only one program, but a whole family of programs. The family ...
Anna Derezinska, Tomasz Malek
99
Voted
JMLR
2010
218views more  JMLR 2010»
14 years 5 months ago
Simple Exponential Family PCA
Bayesian principal component analysis (BPCA), a probabilistic reformulation of PCA with Bayesian model selection, is a systematic approach to determining the number of essential p...
Jun Li, Dacheng Tao
CHI
2007
ACM
15 years 10 months ago
Providing affective information to family and friends based on social networks
We are developing a computer system which provides information about babies in neonatal intensive care to family members and friends. A key challenge is deciding what information ...
Wendy Moncur
82
Voted
CIBCB
2005
IEEE
15 years 3 months ago
Heuristic Algorithm for Computing Reversal Distance with MultiGene Families via Binary Integer Programming
— Hannenhalli and Pevzner developed the first polynomial-time algorithm for the combinatorial problem of sorting of signed genomic data. Their algorithm solves the minimum numbe...
Jakkarin Suksawatchon, Chidchanok Lursinsap, Mikae...