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PKDD
1998
Springer
113views Data Mining» more  PKDD 1998»
15 years 11 months ago
On Objective Measures of Rule Surprisingness
Most of the literature argues that surprisingness is an inherently subjective aspect of the discovered knowledge, which cannot be measured in objective terms. This paper departs fr...
Alex Alves Freitas
CIBB
2008
15 years 9 months ago
Curating a Large-Scale Regulatory Network by Evaluating Its Consistency with Expression Datasets
Abstract. The analysis of large-scale regulatory models using data issued from genome-scale high-throughput experimental techniques is an actual challenge in the systems biology fi...
Carito Guziolowski, Jeremy Gruel, Ovidiu Radulescu...
121
Voted
EUSFLAT
2001
15 years 8 months ago
Fuzzy inference maps for condition monitoring with self-organizing maps
In the framework of SOM methodology for process and system analysis, we suggest a method for identifying regions in the SOM visualization space corresponding to different conditio...
Abel A. Cuadrado Vega, Ignacio Díaz Blanco,...
248
Voted
EUSFLAT
2003
15 years 8 months ago
Propagation of uncertainty involving imprecision and randomness
This paper presents a non exhaustive list of different methods of uncertainty propagation when the knowledge of some parameters of physical models is represented by probability me...
Cédric Baudrit, Didier Dubois, Hél&e...
NIPS
2003
15 years 8 months ago
Measure Based Regularization
We address in this paper the question of how the knowledge of the marginal distribution P(x) can be incorporated in a learning algorithm. We suggest three theoretical methods for ...
Olivier Bousquet, Olivier Chapelle, Matthias Hein