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163
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JMLR
2006
186views more  JMLR 2006»
15 years 3 months ago
Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
We propose a family of learning algorithms based on a new form of regularization that allows us to exploit the geometry of the marginal distribution. We focus on a semi-supervised...
Mikhail Belkin, Partha Niyogi, Vikas Sindhwani
149
Voted
ASUNAM
2011
IEEE
14 years 3 months ago
Multi-relational Link Prediction in Heterogeneous Information Networks
Abstract—Many important real-world systems, modeled naturally as complex networks, have heterogeneous interactions and complicated dependency structures. Link prediction in such ...
Darcy A. Davis, Ryan Lichtenwalter, Nitesh V. Chaw...
165
Voted
TDSC
2008
102views more  TDSC 2008»
15 years 3 months ago
Temporal Partitioning of Communication Resources in an Integrated Architecture
Integrated architectures in the automotive and avionic domain promise improved resource utilization and enable a better coordination of application subsystems compared to federated...
Roman Obermaisser
129
Voted
ICMI
2003
Springer
128views Biometrics» more  ICMI 2003»
15 years 8 months ago
Modeling multimodal integration patterns and performance in seniors: toward adaptive processing of individual differences
Multimodal interfaces are designed with a focus on flexibility, although very few currently are capable of adapting to major sources of user, task, or environmental variation. The...
Benfang Xiao, Rebecca Lunsford, Rachel Coulston, R...
152
Voted
BC
2005
127views more  BC 2005»
15 years 3 months ago
Computational modeling and exploration of contour integration for visual saliency
Abstract Weproposeacomputationalmodelofcontourintegration for visual saliency. The model uses biologically plausible devices to simulate how the representations of elements aligned...
T. Nathan Mundhenk, Laurent Itti