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ML
2010
ACM
119views Machine Learning» more  ML 2010»
13 years 3 months ago
A cooperative coevolutionary algorithm for instance selection for instance-based learning
This paper presents a cooperative evolutionary approach for the problem of instance selection for instance based learning. The presented model takes advantage of one of the most r...
Nicolás García-Pedrajas, Juan Antoni...
GECCO
2011
Springer
270views Optimization» more  GECCO 2011»
12 years 8 months ago
Geometric surrogate-based optimisation for permutation-based problems
In continuous optimisation, surrogate models (SMs) are used when tackling real-world problems whose candidate solutions are expensive to evaluate. In previous work, we showed that...
Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon
ADHOC
2006
115views more  ADHOC 2006»
13 years 5 months ago
Routing characteristics of ad hoc networks with unidirectional links
Unidirectional links in an ad hoc network can result from factors such as heterogeneity of receiver and transmitter hardware, power control or topology control algorithms, or diff...
Jorjeta G. Jetcheva, David B. Johnson
ICTAI
2006
IEEE
13 years 11 months ago
Improve Decision Trees for Probability-Based Ranking by Lazy Learners
Existing work shows that classic decision trees have inherent deficiencies in obtaining a good probability-based ranking (e.g. AUC). This paper aims to improve the ranking perfor...
Han Liang, Yuhong Yan
COLCOM
2009
IEEE
13 years 10 months ago
An analytical study of GWAP-based geospatial tagging systems
—Geospatial tagging (geotagging) is an emerging and very promising application that can help users find a wide variety of location-specific information, and facilitate the deve...
Ling-Jyh Chen, Yu-Song Syu, Bo-Chun Wang, Wang-Chi...