C4.5: programs for machine learning
C4.5: programs for machine learning
Machine Learning - Special issue on learning with probabilistic representations
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Comparison of fuzzy numbers using a fuzzy distance measure
Fuzzy Sets and Systems - Fuzzy intervals
Fuzzy Matchmaking for Web Services
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 2
A Moderated Fuzzy Matchmaking forWeb Services
CIT '05 Proceedings of the The Fifth International Conference on Computer and Information Technology
Service Discovery through Multi-Agent Consensus
SOSE '05 Proceedings of the IEEE International Workshop
Fuzzy Consensus on QoS in Web Services Discovery
AINA '06 Proceedings of the 20th International Conference on Advanced Information Networking and Applications - Volume 01
A Fuzzy Model for Selection of QoS-Aware Web Services
ICEBE '06 Proceedings of the IEEE International Conference on e-Business Engineering
Syndicating Web Services: A QoS and user-driven approach
Decision Support Systems
Efficient algorithms for Web services selection with end-to-end QoS constraints
ACM Transactions on the Web (TWEB)
Adaptive Service Composition in Flexible Processes
IEEE Transactions on Software Engineering
Investigating web services on the world wide web
Proceedings of the 17th international conference on World Wide Web
A hybrid approach to semantic web services matchmaking
International Journal of Approximate Reasoning
Evaluation of QoS-Based Web Service Matchmaking Algorithms
SERVICES '08 Proceedings of the 2008 IEEE Congress on Services - Part I
Fuzzy matchmaking in e-marketplaces of peer entities using Datalog
Fuzzy Sets and Systems
QoS-aware web services selection with intuitionistic fuzzy set under consumer's vague perception
Expert Systems with Applications: An International Journal
SMOTE: synthetic minority over-sampling technique
Journal of Artificial Intelligence Research
Context-Based Matching and Ranking of Web Services for Composition
IEEE Transactions on Services Computing
URBE: Web Service Retrieval Based on Similarity Evaluation
IEEE Transactions on Knowledge and Data Engineering
Web-services classification using intelligent techniques
Expert Systems with Applications: An International Journal
Unsupervised Semantic Similarity Computation between Terms Using Web Documents
IEEE Transactions on Knowledge and Data Engineering
A new weighted rough set framework based classification for Egyptian NeoNatal Jaundice
Applied Soft Computing
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We propose in this paper a novel matchmaking approach between fuzzy user queries and real world Web services. The matchmaking spans over a domain dependent classification step that produces fuzzy classification rules for Web services. The elaborated rules leverage a core set of non-functional quality attributes, which is extracted using rough sets theory. Furthermore, these rules are leveraged to classify Web services into categories, which allows reducing the matchmaking space. The experimental results show that our proposed matchmaking approach provides good results in terms of efficiency and precision.