`` Direct Search'' Solution of Numerical and Statistical Problems
Journal of the ACM (JACM)
Direct search methods: then and now
Journal of Computational and Applied Mathematics - Special issue on numerical analysis 2000 Vol. IV: optimization and nonlinear equations
On the Convergence of Pattern Search Algorithms
SIAM Journal on Optimization
Biclustering of Expression Data
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Biclustering Algorithms for Biological Data Analysis: A Survey
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Biclustering Models for Structured Microarray Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Fuzzy Co-clustering of Web Documents
CW '05 Proceedings of the 2005 International Conference on Cyberworlds
Usage patterns of collaborative tagging systems
Journal of Information Science
Biclustering of Expression Data with Evolutionary Computation
IEEE Transactions on Knowledge and Data Engineering
Exploring social annotations for the semantic web
Proceedings of the 15th international conference on World Wide Web
Multi-objective evolutionary biclustering of gene expression data
Pattern Recognition
Proceedings of the 16th international conference on World Wide Web
Information flow modeling based on diffusion rate for prediction and ranking
Proceedings of the 16th international conference on World Wide Web
Netprobe: a fast and scalable system for fraud detection in online auction networks
Proceedings of the 16th international conference on World Wide Web
The complex dynamics of collaborative tagging
Proceedings of the 16th international conference on World Wide Web
P-TAG: large scale automatic generation of personalized annotation tags for the web
Proceedings of the 16th international conference on World Wide Web
Towards effective browsing of large scale social annotations
Proceedings of the 16th international conference on World Wide Web
AASA: a Method of Automatically Acquiring Semantic Annotations
Journal of Information Science
HFCT: A Hybrid Fuzzy Clustering Method for Collaborative Tagging
ICCIT '07 Proceedings of the 2007 International Conference on Convergence Information Technology
Evolutionary fuzzy biclustering of gene expression data
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Information retrieval in folksonomies: search and ranking
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Learning and optimization using the clonal selection principle
IEEE Transactions on Evolutionary Computation
BSN: An automatic generation algorithm of social network data
Journal of Systems and Software
A method for the acquisition of ontology-based user profiles
Advances in Engineering Software
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In recent years, there has been considerable interest in the analysis of social annotations. Social annotations allow users to annotate web resources more easily, openly and freely than do taxonomies and ontologies. In this paper, we propose a novel algorithm for social annotations. It introduces a fuzzy biclustering algorithm to social annotations for identifying subgroups of users and of resources, and discovering the relationships between those users for social annotations. The algorithm employs a combination of pattern search and compromise programming to construct hierarchically structured biclusters. The pattern search method is used to compute a single objective optimal solution, and the compromise programming is used to trade-off between multiple objectives. The algorithm is not subject to the convexity limitations, and does not need to use the derivative information. It can automatically identify user communities and achieve high prediction accuracies.