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ACL
1997
15 years 6 months ago
Document Classification Using a Finite Mixture Model
We propose a new method of classifying documents into categories. We define for each category a finite mixture model based on soft clustering of words. We treat the problem of cla...
Hang Li, Kenji Yamanishi
ICIP
2000
IEEE
16 years 6 months ago
An Information-Theoretic Model for Image Watermarking and Data Hiding
An information?theoretic model for image watermarking and data hiding systems is presented in this paper. The fundamental capacity limits of these systems are determined by the st...
Gen-Iu. Lin, Mehmet Kivanç Mihçak, P...
STACS
2005
Springer
15 years 10 months ago
Pattern Occurrences in Multicomponent Models
Abstract. In this paper we determine some limit distributions of pattern statistics in rational stochastic models, defined by means of nondeterministic weighted finite automata. ...
Massimiliano Goldwurm, Violetta Lonati
176
Voted
EWCBR
2008
Springer
15 years 6 months ago
Instance-Based Label Ranking using the Mallows Model
In this paper, we introduce a new instance-based approach to the label ranking problem. This approach is based on a probability model on rankings which is known as the Mallows mode...
Weiwei Cheng, Eyke Hüllermeier
196
Voted
INFSOF
2000
110views more  INFSOF 2000»
15 years 4 months ago
Partition testing with usage models
The fundamental statistical strategy of improving sampling efficiency through partitioning the population is applied to software testing. Usage models make it possible to apply th...
Kirk Sayre, Jesse H. Poore