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» Probabilistic logic with independence
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ENTCS
2007
95views more  ENTCS 2007»
13 years 8 months ago
Hybridizing a Logical Framework
Logical connectives familiar from the study of hybrid logic can be added to the logical framework LF, a constructive type theory of dependent functions. This extension turns out t...
Jason Reed
EUSFLAT
2003
102views Fuzzy Logic» more  EUSFLAT 2003»
13 years 10 months ago
Transitive comparison of marginal probability distributions
A generalized dice model for the pairwise comparison of non-necessarily independent random variables is established. It is shown how the transitivity of the probabilistic relation...
Hans De Meyer, Bernard De Baets, Bart De Schuymer
IJCAI
2001
13 years 10 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
TCBB
2011
13 years 3 months ago
Probabilistic Analysis of Probe Reliability in Differential Gene Expression Studies with Short Oligonucleotide Arrays
— Probe defects are a major source of noise in gene expression studies. While existing approaches detect noisy probes based on external information such as genomic alignments, we...
Leo Lahti, Laura Elo, Tero Aittokallio, Samuel Kas...
SSS
2007
Springer
14 years 2 months ago
Probabilistic Fault-Containment
Research on fine tuning stabilization properties has received attention for nearly a decade. This paper presents a probabilistic algorithm for fault-containment, that confines th...
Anurag Dasgupta, Sukumar Ghosh, Xin Xiao