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» Study on Feature Selection Algorithm in Topic Tracking
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SODA
2010
ACM
144views Algorithms» more  SODA 2010»
14 years 7 months ago
Cell-Probe Lower Bounds for Succinct Partial Sums
The partial sums problem in succinct data structures asks to preprocess an array A[1 . . n] of bits into a data structure using as close to n bits as possible, and answer queries ...
Mihai Patrascu, Emanuele Viola
CORR
2010
Springer
139views Education» more  CORR 2010»
14 years 9 months ago
Fast Overlapping Group Lasso
The group Lasso is an extension of the Lasso for feature selection on (predefined) non-overlapping groups of features. The non-overlapping group structure limits its applicability...
Jun Liu, Jieping Ye
IJCNN
2008
IEEE
15 years 3 months ago
Active Meta-Learning with Uncertainty Sampling and Outlier Detection
Abstract— Meta-Learning has been used to predict the performance of learning algorithms based on descriptive features of the learning problems. Each training example in this cont...
Ricardo Bastos Cavalcante Prudêncio, Teresa ...
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ISCC
2003
IEEE
138views Communications» more  ISCC 2003»
15 years 2 months ago
Connectivity Aware Routing - a Method for Finding Bandwidth Constrained Paths Over a Variety of Network Topologies
Multimedia traffic and real-time e-commerce applications can experience quality degradation in traditional networks such as the Internet. These difficulties can be overcome in n...
Karol Kowalik, Martin Collier
INFOCOM
2005
IEEE
15 years 3 months ago
Joint optimal scheduling and routing for maximum network throughput
— In this paper we consider packet networks loaded by admissible traffic patterns, i.e. by traffic patterns that, if optimally routed, do not overload network resources. In the...
Emilio Leonardi, Marco Mellia, Marco Ajmone Marsan...