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GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
16 years 10 days ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
LSO
2004
Springer
16 years 9 days ago
COTS Evaluation Supported by Knowledge Bases
Selection of Commercial-off-The-Shelf (COTS) software products is a knowledge-intensive process. In this paper, we show how knowledge bases can be used to facilitate the COTS selec...
Abdallah Mohamed, Tom Wanyama, Günther Ruhe, ...
MATES
2004
Springer
16 years 9 days ago
C-IPS: Specifying Decision Interdependencies in Negotiations
Negotiation is an important mechanism of coordination in multiagent systems. Contrary to early conceptualizations of negotiating agents, we believe that decisions regarding the neg...
Kay Schröter, Diemo Urbig
ICDAR
2003
IEEE
16 years 7 days ago
A Model-based Line Detection Algorithm in Documents
In this paper we present a novel model based approach to detect severely broken parallel lines in noisy textual documents. It is important to detect and remove these lines so the ...
Yefeng Zheng, Huiping Li, David S. Doermann
ICDM
2003
IEEE
104views Data Mining» more  ICDM 2003»
16 years 7 days ago
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering
In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarch...
Aleksandar Lazarevic, Ramdev Kanapady, Chandrika K...