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ISCAS
2007
IEEE
80views Hardware» more  ISCAS 2007»
14 years 4 months ago
Probabilistic Modelling of Phase-tuned Disparity Energy Neuron Populations
- We present a low dimensional Bayes probabilistic model for the population of binocular disparity energy neurons centered at the same retinal location, but selective to different ...
Eric K. C. Tsang, Bertram Emil Shi
ECML
2007
Springer
14 years 3 months ago
Structure Learning of Probabilistic Relational Models from Incomplete Relational Data
Abstract. Existing relational learning approaches usually work on complete relational data, but real-world data are often incomplete. This paper proposes the MGDA approach to learn...
Xiao-Lin Li, Zhi-Hua Zhou
SSPR
2004
Springer
14 years 3 months ago
An Optimal Probabilistic Graphical Model for Point Set Matching
We present a probabilistic graphical model for point set matching. By using a result about the redundancy of the pairwise distances in a point set, we represent the binary relation...
Tibério S. Caetano, Terry Caelli, Dante Aug...
ISSRE
2010
IEEE
13 years 8 months ago
Calibrating Probabilistic GUI Testing Models Based on Experiments and Survival Analysis
—Models abstract reality. Although abstract, such models can capture the essence of real world phenomena as long as they are sufficiently accurate. The development of new techni...
Cristiano Bertolini, Alexandre Mota, Eduardo Aranh...
TKDE
2010
224views more  TKDE 2010»
13 years 8 months ago
Probabilistic Topic Models for Learning Terminological Ontologies
—Probabilistic topic models were originally developed and utilised for document modeling and topic extraction in Information Retrieval. In this paper we describe a new approach f...
Wang Wei, Payam M. Barnaghi, Andrzej Bargiela