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» The Localization Hypothesis and Machines
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123
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CVPR
2011
IEEE
14 years 8 months ago
Local Isomorphism to Solve the Pre-image Problem in Kernel Methods
Kernel methods have been popular over the last decade to solve many computer vision, statistics and machine learning problems. An important, both theoretically and practically, op...
Dong Huang, Yuandong Tian, Fernando DelaTorre
141
Voted
JSAC
2010
146views more  JSAC 2010»
14 years 7 months ago
NLOS identification and mitigation for localization based on UWB experimental data
Abstract--Sensor networks can benefit greatly from locationawareness, since it allows information gathered by the sensors to be tied to their physical locations. Ultra-wide bandwid...
Stefano Maranò, Wesley M. Gifford, Henk Wym...
SRDS
2007
IEEE
15 years 7 months ago
Customizable Fault Tolerance for Wide-Area Replication
Constructing logical machines out of collections of physical machines is a well-known technique for improving the robustness and fault tolerance of distributed systems. We present...
Yair Amir, Brian A. Coan, Jonathan Kirsch, John La...
IPSN
2007
Springer
15 years 6 months ago
NIST smart data flow system II: speaker localization
Multimodal applications require the acquisition and processing of massive amounts of information from multiple sensors. Because this process is beyond the capabilities of a single...
Antoine Fillinger, Lukas Diduch, Imad Hamchi, St&e...
ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
15 years 4 months ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo