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» Estimation of Topological Dimension
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DATE
2008
IEEE
149views Hardware» more  DATE 2008»
16 years 24 days ago
OS-Based Sensor Node Platform and Energy Estimation Model for Health-Care Wireless Sensor Networks
Accurate power and performance figures are critical to assess the effective design of possible sensor node architectures in Body Area Networks (BANs) since they operate on limite...
Francisco J. Rincón, Michele Paselli, Joaqu...
WAW
2010
Springer
270views Algorithms» more  WAW 2010»
15 years 4 months ago
Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks
Abstract. Motivated by social network data mining problems such as link prediction and collaborative filtering, significant research effort has been devoted to computing topologica...
Pooya Esfandiar, Francesco Bonchi, David F. Gleich...
COLT
1999
Springer
15 years 10 months ago
Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation
The empirical error on a test set, the hold-out estimate, often is a more reliable estimate of generalization error than the observed error on the training set, the training estim...
Avrim Blum, Adam Kalai, John Langford
MMMACNS
2005
Springer
15 years 12 months ago
Networks, Markov Lie Monoids, and Generalized Entropy
The continuous general linear group in n dimensions can be decomposed into two Lie groups: (1) an n(n-1) dimensional ‘Markov type’ Lie group that is defined by preserving the ...
Joseph E. Johnson
SIGCOMM
2004
ACM
15 years 11 months ago
An algebraic approach to practical and scalable overlay network monitoring
Overlay network monitoring enables distributed Internet applications to detect and recover from path outages and periods of degraded performance within seconds. For an overlay net...
Yan Chen, David Bindel, Han Hee Song, Randy H. Kat...