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» On Modal Refinement and Consistency
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FM
2006
Springer
121views Formal Methods» more  FM 2006»
15 years 8 months ago
Properties of Behavioural Model Merging
Constructing comprehensive operational models of intended system behaviour is a complex and costly task. Consequently, practitioners adopt techniques that support partial behaviour...
Greg Brunet, Marsha Chechik, Sebastián Uchi...
MMM
2012
Springer
283views Multimedia» more  MMM 2012»
13 years 11 months ago
A Novel Multi-modal Integration and Propagation Model for Cross-Media Information Retrieval
In this paper, we present a novel PLSA-based aspect model and turn cross-media retrieval into two parts of multi-modal integration and correlation propagation. We first use multiva...
Wanxia Lin, Tong Lu, Feng Su
IJCNN
2006
IEEE
15 years 10 months ago
Bimodal Integration of Phonemes and Letters: an Application of Multimodal Self-Organizing Networks
— Multimodal integration of sensory information has clear advantages for survival: events that can be sensed in more than one modality are detected more quickly and accurately, a...
Lennart Gustafsson, Andrew P. Paplinski
AAAI
2008
15 years 6 months ago
Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...
Ian Porteous, Evgeniy Bart, Max Welling
AUSAI
2006
Springer
15 years 6 months ago
Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli
Abstract. It is known from psychology and neuroscience that multimodal integration of sensory information enhances the perception of stimuli that are corrupted in one or more modal...
Andrew P. Paplinski, Lennart Gustafsson