Toward principles for the design of ontologies used for knowledge sharing
International Journal of Human-Computer Studies - Special issue: the role of formal ontology in the information technology
From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
Data mining models as services on the internet
ACM SIGKDD Explorations Newsletter
Communications of the ACM
Triana: A Graphical Web Service Composition and Execution Toolkit
ICWS '04 Proceedings of the IEEE International Conference on Web Services
IEEE Transactions on Knowledge and Data Engineering
Orange: from experimental machine learning to interactive data mining
PKDD '04 Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases
Web Services Composition for Distributed Data Mining
ICPPW '05 Proceedings of the 2005 International Conference on Parallel Processing Workshops
The Design of Discovery Net: Towards Open Grid Services for Knowledge Discovery
International Journal of High Performance Computing Applications
A Dynamic Web Service based Data Mining Process System
CIT '05 Proceedings of the The Fifth International Conference on Computer and Information Technology
Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem
IEEE Transactions on Knowledge and Data Engineering
Introduction: Knowledge Discovery in High-Throughput Biological Domains
Information Systems Frontiers
Anteater: A Service-Oriented Architecture for High-Performance Data Mining
IEEE Internet Computing
Service-Oriented Distributed Data Mining
IEEE Internet Computing
A framework for deriving semantic web services
Information Systems Frontiers
The parting of the ways: divergence, data management and collaborative work
ECSCW'95 Proceedings of the fourth conference on European Conference on Computer-Supported Cooperative Work
Design and implementation of a data mining grid-aware architecture
Future Generation Computer Systems - Special section: Data mining in grid computing environments
VsLattice: A vector-based conceptual index structure for web service retrieval
Information Systems Frontiers
Service-oriented middleware for distributed data mining on the grid
Journal of Parallel and Distributed Computing
Webservices oriented data mining in knowledge architecture
Future Generation Computer Systems
OntoDM: An Ontology of Data Mining
ICDMW '08 Proceedings of the 2008 IEEE International Conference on Data Mining Workshops
Semantic Annotation and Services for KDD Tools Sharing and Reuse
ICDMW '08 Proceedings of the 2008 IEEE International Conference on Data Mining Workshops
Future Generation Computer Systems
Ontology-Driven KDD Process Composition
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
Learning fuzzy concept hierarchy and measurement with node labeling
Information Systems Frontiers
Workflow construction for service-oriented knowledge discovery
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
Business Intelligence and the Web
Information Systems Frontiers
A generic framework for data acquisition and transmission
Advances in Engineering Software
| Hi-index | 0.00 |
The Web has profoundly reshaped our vision of information management and processing, enlightening the power of a collaborative model of information production and consumption. This new vision influences the Knowledge Discovery in Databases domain as well. In this paper we propose a service-oriented, semantic-supported approach to the development of a platform for sharing and reuse of resources (data processing and mining techniques), enabling the management of different implementations of the same technique and characterized by a community-centered attitude, with functionalities for both resource production and consumption, facilitating end-users with different skills as well as resource providers with different technical and domain specific capabilities. We first describe the semantic framework underlying the approach, then we demonstrate how this framework is exploited to give different functionalities to users through the presentation of the platform functionalities.