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ECML
2003
Springer
15 years 5 months ago
Combined Optimization of Feature Selection and Algorithm Parameters in Machine Learning of Language
Comparative machine learning experiments have become an important methodology in empirical approaches to natural language processing (i) to investigate which machine learning algor...
Walter Daelemans, Véronique Hoste, Fien De ...
110
Voted
HIS
2008
15 years 1 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera
GRIDNETS
2008
15 years 29 days ago
Hop Optimization and Relay Node Selection in Multi-hop Wireless Ad-Hoc Networks
In this paper we propose an efficient approach to determine the optimal hops for multi-hop ad hoc wireless networks. Based on the assumption that nodes use successive interferenc...
Xiaohua Li
ICIP
1998
IEEE
16 years 1 months ago
On the Selection of an Optimal Wavelet Basis for Texture Characterization
Aleksandra Mojsilovic, Dejan M. Rackov, Miodrag Po...
VLSI
2005
Springer
15 years 5 months ago
Combined Test Data Selection and Scheduling for Test Quality Optimization under ATE Memory Depth Constraint
1 The increasing test data volume required to ensure high test quality when testing a System-on-Chip is becoming a problem since it (the test data volume) must fit the ATE (Automa...
Erik Larsson, Stina Edbom