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TNN
2010
234views Management» more  TNN 2010»
15 years 2 months ago
Novel maximum-margin training algorithms for supervised neural networks
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
Oswaldo Ludwig, Urbano Nunes
TSP
2010
15 years 2 months ago
Randomized and distributed self-configuration of wireless networks: two-layer Markov random fields and near-optimality
Abstract--This work studies the near-optimality versus the complexity of distributed configuration management for wireless networks. We first develop a global probabilistic graphic...
Sung-eok Jeon, Chuanyi Ji
ECCE
2011
14 years 7 months ago
Design of a safe computer-supported cooperative environment in radiotherapy: exploratory identification of cooperation strategie
Motivation – This research deals with the identification of collective production of a safe radiotherapy treatment and its potential assistance through computer-supported enviro...
Maria Isabel Munoz, Vanina Mollo, Flore Barcellini...
SIGSOFT
2012
ACM
14 years 3 months ago
Report from the 2nd international workshop on replication in empirical software engineering research (RESER 2011)
The RESER workshop provides a venue in which empirical software engineering researchers can discuss the theoretical foundations and methods of replication, as well as present the ...
Jonathan L. Krein, Charles D. Knutson, Lutz Preche...
SIGMOD
2012
ACM
253views Database» more  SIGMOD 2012»
13 years 10 months ago
Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
The advent of affordable, shared-nothing computing systems portends a new class of parallel database management systems (DBMS) for on-line transaction processing (OLTP) applicatio...
Andrew Pavlo, Carlo Curino, Stanley B. Zdonik
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