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» Constrained Classification on Structured Data
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CSDA
2008
154views more  CSDA 2008»
13 years 9 months ago
Independent factor discriminant analysis
In the general classification context the recourse to the so-called Bayes decision rule requires to estimate the class conditional probability density functions. In this paper we p...
Angela Montanari, Daniela G. Calò, Cinzia V...
JMLR
2000
134views more  JMLR 2000»
13 years 9 months ago
Learning with Mixtures of Trees
This paper describes the mixtures-of-trees model, a probabilistic model for discrete multidimensional domains. Mixtures-of-trees generalize the probabilistic trees of Chow and Liu...
Marina Meila, Michael I. Jordan
ICMCS
2009
IEEE
132views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Video face recognition with graph-based semi-supervised learning
We consider the problem of classification of multiple observations of the same object, possibly under different transformations. We view this problem as a special case of semi-sup...
Effrosini Kokiopoulou, Pascal Frossard
IJUFKS
2010
77views more  IJUFKS 2010»
13 years 7 months ago
How to Handle Interval solutions for Cooperative Interval Games
Interval uncertainty affects our decision making activities on a daily basis making the data structure of intervals of real numbers more and more popular in theoretical models and...
Rodica Branzei, Stef Tijs, S. Z. Alparslan Gö...
CHI
2005
ACM
13 years 11 months ago
Why use memo for all?: restructuring mobile applications to support informal note taking
Informal note taking is an essential activity in Personal Information Management (PIM). Most mobile devices support this via a suite of applications, employing both highly structu...
Liwei Dai, Wayne G. Lutters, Carlie Bower