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ICML
2005
IEEE
14 years 9 months ago
Discriminative versus generative parameter and structure learning of Bayesian network classifiers
In this paper, we compare both discriminative and generative parameter learning on both discriminatively and generatively structured Bayesian network classifiers. We use either ma...
Franz Pernkopf, Jeff A. Bilmes
APPT
2009
Springer
14 years 3 months ago
Evaluating SPLASH-2 Applications Using MapReduce
MapReduce has been prevalent for running data-parallel applications. By hiding other non-functionality parts such as parallelism, fault tolerance and load balance from programmers,...
Shengkai Zhu, Zhiwei Xiao, Haibo Chen, Rong Chen, ...
WCNC
2008
IEEE
14 years 3 months ago
Performance Modeling of Power Saving Classes with Multiple Connections for Broadband Wireless Networks
—Different types of power-saving techniques have been proposed in various fields to alleviate the limitation on the battery lifetime for the mobile stations (MSs). In order to p...
Yu-Pin Hsu, Kai-Ten Feng
ICRA
2007
IEEE
197views Robotics» more  ICRA 2007»
14 years 3 months ago
Detecting and Tracking Level Sets of Scalar Fields using a Robotic Sensor Network
— We introduce an algorithm which detects and traces a specified level set of a scalar field (a contour) on a plane. A network of static sensor nodes with limited communication...
Karthik Dantu, Gaurav S. Sukhatme
PERCOM
2007
ACM
14 years 3 months ago
Sensor Web Design Studies for Realtime Dynamic Congestion Pricing
Traffic Congestion is a multi-billion dollar national problem and worsening every year with population growth and increase in freight traffic. We present a model for realistic s...
Milton Halem, Anand Patwardhan, Sandor Dornbush, M...