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JMLR
2006
140views more  JMLR 2006»
15 years 6 months ago
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
Masashi Sugiyama
DATE
2009
IEEE
155views Hardware» more  DATE 2009»
15 years 10 months ago
Automatically mapping applications to a self-reconfiguring platform
The inherent reconfigurability of SRAM-based FPGAs enables the use of configurations optimized for the problem at hand. Optimized configurations are smaller and faster than their g...
Karel Bruneel, Fatma Abouelella, Dirk Stroobandt
ICDE
2006
IEEE
222views Database» more  ICDE 2006»
16 years 8 months ago
CLAN: An Algorithm for Mining Closed Cliques from Large Dense Graph Databases
Most previously proposed frequent graph mining algorithms are intended to find the complete set of all frequent, closed subgraphs. However, in many cases only a subset of the freq...
Jianyong Wang, Zhiping Zeng, Lizhu Zhou
SIGSOFT
2004
ACM
16 years 7 months ago
A classification system and analysis for aspect-oriented programs
We present a new classification system for aspect-oriented programs. This system characterizes the interactions between aspects and methods and identifies classes of interactions ...
Martin C. Rinard, Alexandru Salcianu, Suhabe Bugra...
KDD
2002
ACM
126views Data Mining» more  KDD 2002»
16 years 7 months ago
Integrating feature and instance selection for text classification
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
Dimitris Fragoudis, Dimitris Meretakis, Spiros Lik...