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CIMCA
2006
IEEE
15 years 8 months ago
Identification of Document Language is Not yet a Completely Solved Problem
Existing Language Identification (LID) approaches do reach 100% precision, in most common situations, when dealing with documents written in just one language, and when those docu...
Joaquim Ferreira da Silva, Gabriel Pereira Lopes
NIPS
2001
15 years 7 months ago
Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference
Estimating insurance premia from data is a difficult regression problem for several reasons: the large number of variables, many of which are discrete, and the very peculiar shape...
Nicolas Chapados, Yoshua Bengio, Pascal Vincent, J...
UAI
2004
15 years 7 months ago
Variational Chernoff Bounds for Graphical Models
Recent research has made significant progress on the problem of bounding log partition functions for exponential family graphical models. Such bounds have associated dual paramete...
Pradeep D. Ravikumar, John D. Lafferty
SBBD
2000
168views Database» more  SBBD 2000»
15 years 7 months ago
Fast Feature Selection Using Fractal Dimension
Dimensionalitycurse and dimensionalityreduction are two issues that have retained highinterest for data mining, machine learning, multimedia indexing, and clustering. We present a...
Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, ...
COMPSEC
2006
143views more  COMPSEC 2006»
15 years 6 months ago
A novel approach for computer security education using Minix instructional operating system
To address national needs for computer security education, many universities have incorporated computer and security courses into their undergraduate and graduate curricula. In th...
Wenliang Du, Mingdong Shang, Haizhi Xu