Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Syntactic clustering of the Web
Selected papers from the sixth international conference on World Wide Web
ACM Computing Surveys (CSUR)
EHM-Based Web Pages Fuzzy Clustering Algorithm
MUE '07 Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering
A quantum-inspired genetic algorithm for k-means clustering
Expert Systems with Applications: An International Journal
A novel hybrid K-harmonic means and gravitational search algorithm approach for clustering
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Research of fast SOM clustering for text information
Expert Systems with Applications: An International Journal
Review: A particle swarm optimization approach to clustering
Expert Systems with Applications: An International Journal
An improved K-nearest-neighbor algorithm for text categorization
Expert Systems with Applications: An International Journal
A genetic clustering algorithm using a message-based similarity measure
Expert Systems with Applications: An International Journal
A new grouping genetic algorithm for clustering problems
Expert Systems with Applications: An International Journal
Survey of clustering algorithms
IEEE Transactions on Neural Networks
| Hi-index | 12.05 |
In light of the increased capacity and lower prices of computer hard drives, a new universe to be explored emerges, the microcosm of personal files. Although search and information retrieval techniques are already widely used in the Internet, its application in personal computers is still incipient. This paper describes a new tool for document clustering in the desktop, whose effectiveness in obtaining groups with similar documents is evidenced by the experimental results.