Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
RACHET: An Efficient Cover-Based Merging of Clustering Hierarchies from Distributed Datasets
Distributed and Parallel Databases - Special issue: Parallel and distributed data mining
A Data-Clustering Algorithm on Distributed Memory Multiprocessors
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Privacy-preserving Distributed Clustering using Generative Models
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Automated Variable Weighting in k-Means Type Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructing informative priors using transfer learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Guest Editors' Introduction: Distributed Data Mining--Framework and Implementations
IEEE Internet Computing
Distributed Data Mining in Peer-to-Peer Networks
IEEE Internet Computing
An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data
IEEE Transactions on Knowledge and Data Engineering
A New Centroid-Based Classifier for Text Categorization
AINAW '08 Proceedings of the 22nd International Conference on Advanced Information Networking and Applications - Workshops
Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis
WAIM '08 Proceedings of the 2008 The Ninth International Conference on Web-Age Information Management
A Probability Model for Projective Clustering on High Dimensional Data
ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining
Hierarchically Distributed Peer-to-Peer Document Clustering and Cluster Summarization
IEEE Transactions on Knowledge and Data Engineering
A Robust Algorithm for Fuzzy Document Clustering
WAINA '09 Proceedings of the 2009 International Conference on Advanced Information Networking and Applications Workshops
Distributed data mining and agents
Engineering Applications of Artificial Intelligence
Query based clustering method in structured P2P overlay networks
CCNC'10 Proceedings of the 7th IEEE conference on Consumer communications and networking conference
A semantic-based P2P resource management system
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
On the performance of feature weighting K-means for text subspace clustering
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
A new feature weighted fuzzy clustering algorithm
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
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Text document clustering is the technique used to group documents with reference to their similarity in digital library environments. Ontology is playing an increasingly important role in knowledge management and the semantic web. Peer-to-Peer P2P systems provide shared access to resources that are spread over the network. To address the problem of modularity, flexibility and scalability in distributed P2P, semantic enhanced hierarchical P2P is determined to be better. In this paper, the semantic analysis mechanism is enhanced with a fuzzy document clustering scheme in a P2P distributed network, which has a capability of providing better clustering results than other clustering methods. Our experiments are conducted on 20 newsgroup data sets. The evaluation result indicates better clustering results by using the fuzzy concept with semantic distributed P2P proposed techniques.