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ICDAR
2007
IEEE
14 years 2 months ago
Energy-Based Models in Document Recognition and Computer Vision
The Machine Learning and Pattern Recognition communities are facing two challenges: solving the normalization problem, and solving the deep learning problem. The normalization pro...
Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu...
IJCNN
2007
IEEE
14 years 2 months ago
Generalised Kernel Machines
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...
Gavin C. Cawley, Gareth J. Janacek, Nicola L. C. T...
MSS
2007
IEEE
100views Hardware» more  MSS 2007»
14 years 2 months ago
Efficient Logging and Replication Techniques for Comprehensive Data Protection
Mariner is an iSCSI-based storage system that is de­ signed to provide comprehensive data protection on com­ modity ATA disk and Gigabit Ethernet technologies while offering the...
Maohua Lu, Shibiao Lin, Tzi-cker Chiueh
BIOWIRE
2007
Springer
14 years 1 months ago
User-Centric Mobility Models for Opportunistic Networking
Abstract. In this chapter we survey the most recent proposals for modelling user mobility in mobile pervasive networks, and specifically in opportunistic networks. We identify two...
Chiara Boldrini, Marco Conti, Andrea Passarella
DCOSS
2007
Springer
14 years 1 months ago
Separating the Wheat from the Chaff: Practical Anomaly Detection Schemes in Ecological Applications of Distributed Sensor Networ
Abstract. We develop a practical, distributed algorithm to detect events, identify measurement errors, and infer missing readings in ecological applications of wireless sensor netw...
Luís M. A. Bettencourt, Aric A. Hagberg, Le...