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6 篇文献
 
Clustering web search results using fuzzy ants  
Algorithms for clustering web search results have to be efficient and robust. Furthermore they must be able to cluster a dataset without using any kind of a priori information, such as the required nu......
International Journal of Intelligent Systems  2007
3次引用 0 0
Constrained Ant Colony Optimization for Data Clustering  
Processes that simulate natural phenomena have successfully been applied to a number of problems for which no simple mathemat- ical solution is known or is practicable. Such meta-heuristic algorithms ......
Pacific Rim International Conference on Artificial Intelligence  2004
3次引用 0 0
Ant-based and swarm-based clustering  
Clustering with swarm-based algorithms is emerging as an alternative to more conventional clustering methods, such as hierarchical clustering and k-means. Ant-based clustering stands out as the most w......
Swarm Intelligence  2007
10次引用 0 0
IMDC: An Image-Mapped Data Clustering Technique for Large Datasets  
Abstract — In this paper, we present a new algorithm for clustering data in large datasets using image processing approaches. First the dataset is mapped into a binary image plane. The synthesized ima......
IJCI  2004
0次引用 0 0
Dynamically Adaptive Data Clustering Using Intelligent Swarm-like Agents  
Inspired by the self-organized behaviour of bird flocks, a new dynamic clustering approach based on Particle Swarm Optimization is proposed. This paper introduces a novel clustering method, the PSDC, ......
Mathematics and Computers in Simulation  2007
1次引用 0 0
Fuzzy Ants as a Clustering Concept  
We present a swarm intelligence approach to data clustering. Data is clustered without initial knowledge of the number of clusters. Ant based clustering is used to initially create raw clusters and th......
21次引用 0 0

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