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ICNC
2005
Springer
13 years 10 months ago
Missing Values Imputation for a Clustering Genetic Algorithm
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nels...
ICNC
2005
Springer
13 years 10 months ago
An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending
In this paper, we review a visual approach and propose it for analysing computer-network activity, which is based on the use of unsupervised connectionist neural network models and...
Álvaro Herrero, Emilio Corchado, José...
ICNC
2005
Springer
13 years 10 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
ICNC
2005
Springer
13 years 10 months ago
Adaptive Parallel Ant Colony Algorithm
: Two strategies for information exchange between processors in parallel ant colony algorithm are presented. Theses strategies can make each processor choose other processors to co...
Ling Chen, Chunfang Zhang
ICNC
2005
Springer
13 years 10 months ago
A Time-Series Decomposed Model of Network Traffic
: Traffic behavior in a large-scale network can be viewed as a complicated non-linear system, so it is very difficult to describe the long-term network traffic behavior in a large-...
Guang Cheng, Jian Gong, Wei Ding 0001
ICNC
2005
Springer
13 years 10 months ago
Automatic Text Summarization Based on Lexical Chains
Abstract. The method of lexical chains is the first time introduced to generate summaries from Chinese texts. The algorithm which computes lexical chains based on the HowNet knowl...
Yanmin Chen, Xiaolong Wang, Guan Yi
ICNC
2005
Springer
13 years 10 months ago
Local Search for the Maximum Parsimony Problem
Abstract. Four local search algorithms are investigated for the phylogenetic tree reconstruction problem under the Maximum Parsimony criterion. A new subtree swapping neighborhood ...
Adrien Goëffon, Jean-Michel Richer, Jin-Kao H...
ICNC
2005
Springer
13 years 10 months ago
A Search Algorithm for Global Optimisation
Sheng Chen, Xunxian Wang, Chris J. Harris
ICNC
2005
Springer
13 years 10 months ago
Harmony Search for Generalized Orienteering Problem: Best Touring in China
In order to overcome the drawbacks of mathematical optimization techniques, soft computing algorithms have been vigorously introduced during the past decade. However, there are sti...
Zong Woo Geem, Chung-Li Tseng, Yongjin Park
ICNC
2005
Springer
13 years 10 months ago
A Game-Theoretic Approach for Designing Mixed Mutation Strategies
Abstract. Different mutation operators have been proposed in evolutionary programming. However, each operator may be efficient in solving a subset of problems, but will fail in an...
Jun He, Xin Yao