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» Discovering Conditional Functional Dependencies
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BMCBI
2010
130views more  BMCBI 2010»
15 years 25 days ago
The behaviour of random forest permutation-based variable importance measures under predictor correlation
Background: Random forests (RF) have been increasingly used in applications such as genome-wide association and microarray studies where predictor correlation is frequently observ...
Kristin K. Nicodemus, James D. Malley, Carolin Str...
109
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JSAC
2006
96views more  JSAC 2006»
15 years 20 days ago
Price-based distributed algorithms for rate-reliability tradeoff in network utility maximization
Abstract--The current framework of network utility maximization for rate allocation and its price-based algorithms assumes that each link provides a fixed-size transmission "p...
Jang-Won Lee, Mung Chiang, A. Robert Calderbank
114
Voted
TPDS
2002
134views more  TPDS 2002»
15 years 10 days ago
Performance of CORBA-Based Client-Server Architectures
Middleware has been introduced to provide interoperability as well as transparent location of servers in heterogeneous client-server environments. Although such benefits accrue fro...
Istabrak Abdul-Fatah, Shikharesh Majumdar
108
Voted
CORR
2010
Springer
103views Education» more  CORR 2010»
14 years 11 months ago
Structural Solutions to Dynamic Scheduling for Multimedia Transmission in Unknown Wireless Environments
In this paper, we propose a systematic solution to the problem of scheduling delay-sensitive media data for transmission over time-varying wireless channels. We first formulate th...
Fangwen Fu, Mihaela van der Schaar
123
Voted
IROS
2008
IEEE
171views Robotics» more  IROS 2008»
15 years 7 months ago
Action planner of hybrid leg-wheel robots for lunar and planetary exploration
— In this paper, we propose an action planning algorithm and its evaluation method based on dynamic simulation for a novel type of hybrid leg-wheel rover for planetary exploratio...
Eric Rohmer, Giulio Reina, Genya Ishigami, Keiji N...