Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Proceedings of the 24th International Conference on Software Engineering
Towards a robust fuzzy clustering
Fuzzy Sets and Systems - Data analysis
Self-Adjusting Trust and Selection for Web Services
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Bootstrapping Performance and Dependability Attributes ofWeb Services
ICWS '06 Proceedings of the IEEE International Conference on Web Services
Autonomic Goal-Oriented Business Process Management
ICAS '07 Proceedings of the Third International Conference on Autonomic and Autonomous Systems
A context-based mediation approach to compose semantic Web services
ACM Transactions on Internet Technology (TOIT)
Similarity search for web services
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Web Service Discovery with additional Semantics and Clustering
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Supporting the dynamic evolution of Web service protocols in service-oriented architectures
ACM Transactions on the Web (TWEB)
Statistical analysis of the social network and discussion threads in slashdot
Proceedings of the 17th international conference on World Wide Web
Unifying Human and Software Services in Web-Scale Collaborations
IEEE Internet Computing
Applied Ontology
A Conflict Neighbouring Negotiation Algorithm for Resource Services in Dynamic Collaborations
SCC '08 Proceedings of the 2008 IEEE International Conference on Services Computing - Volume 2
Predicting Service Mashup Candidates Using Enhanced Syntactical Message Management
SCC '08 Proceedings of the 2008 IEEE International Conference on Services Computing - Volume 1
A Faceted Classification Based Approach to Search and Rank Web APIs
ICWS '08 Proceedings of the 2008 IEEE International Conference on Web Services
hRESTS: An HTML Microformat for Describing RESTful Web Services
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards Composition as a Service - A Quality of Service Driven Approach
ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering
Web service clustering using multidimensional angles as proximity measures
ACM Transactions on Internet Technology (TOIT)
Trust and Reputation Mining in Professional Virtual Communities
ICWE '9 Proceedings of the 9th International Conference on Web Engineering
WSMO-lite annotations for web services
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
An automated approach to Semantic Web Services Mediation
Service Oriented Computing and Applications
QoS-Based service selection and ranking with trust and reputation management
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
Improved possibilistic C-means clustering algorithms
IEEE Transactions on Fuzzy Systems
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Workflow design, mashup configuration, and composite service formation are examples where the capabilities of multiple simple services combined achieve a complex functionality. In this paper, we address the problem of limiting the number of required services that fulfill the required capabilities while exploiting the functional specialization of individual services. Our approach strikes a balance between finding one service that matches all required capabilities and having one service for each required capability. Specifically, we introduce a weighted fuzzy clustering algorithm that detects implicit service capability groups. The clustering algorithm considers capability importance and service fitness to support those capabilities. Evaluation based on a real-world data set successfully demonstrates the effectiveness of and applicability for service aggregation.