Analyzing scalability of parallel algorithms and architectures
Journal of Parallel and Distributed Computing - Special issue on scalability of parallel algorithms and architectures
The KDD process for extracting useful knowledge from volumes of data
Communications of the ACM
CoG kits: a bridge between commodity distributed computing and high-performance grids
Proceedings of the ACM 2000 conference on Java Grande
Principles of data mining
Data Mining Techniques: For Marketing, Sales, and Customer Support
Data Mining Techniques: For Marketing, Sales, and Customer Support
Isoefficiency: Measuring the Scalability of Parallel Algorithms and Architectures
IEEE Parallel & Distributed Technology: Systems & Technology
Declarative Bias in Equation Discovery
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Distributed data mining on the grid
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Sun Grid Engine: Towards Creating a Compute Power Grid
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
Grid Information Services for Distributed Resource Sharing
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Grid resource management: state of the art and future trends
Grid resource management: state of the art and future trends
Editorial: semantics, resource and grid
Future Generation Computer Systems - Special issue: Semantic grid and knowledge grid: the next-generation web
The design and implementation of Grid database services in OGSA-DAI: Research Articles
Concurrency and Computation: Practice & Experience - Grid Performance
Web Services Composition for Distributed Data Mining
ICPPW '05 Proceedings of the 2005 International Conference on Parallel Processing Workshops
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
The Design of Discovery Net: Towards Open Grid Services for Knowledge Discovery
International Journal of High Performance Computing Applications
GridMiner: A Fundamental Infrastructure for Building Intelligent Grid Systems
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Anteater: A Service-Oriented Architecture for High-Performance Data Mining
IEEE Internet Computing
Service-Oriented Distributed Data Mining
IEEE Internet Computing
A grid-based approach for enterprise-scale data mining
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Distributed data mining services leveraging WSRF
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Design and implementation of a data mining grid-aware architecture
Future Generation Computer Systems - Special section: Data mining in grid computing environments
A grid-based approach for enterprise-scale data mining
Future Generation Computer Systems - Special section: Data mining in grid computing environments
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Globus toolkit version 4: software for service-oriented systems
NPC'05 Proceedings of the 2005 IFIP international conference on Network and Parallel Computing
Improving the performance of Federated Digital Library services
Future Generation Computer Systems
Comparing Grid Computing Solutions for Reverse-Engineering Gene Regulatory Networks
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
Provenance Querying for End-Users: A Drug Resistance Case Study
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
GridR: An R-based tool for scientific data analysis in grid environments
Future Generation Computer Systems
A distributed architecture for data mining and integration
Proceedings of the second international workshop on Data-aware distributed computing
Future Generation Computer Systems
Information Sciences: an International Journal
APHID: An architecture for private, high-performance integrated data mining
Future Generation Computer Systems
Open workflow infrastructure: a research agenda
Proceedings of the 1st International Workshop on Workflow Approaches to New Data-centric Science
A scheduling framework for large-scale, parallel, and topology-aware applications
Journal of Parallel and Distributed Computing
A resource-awareness information extraction architecture on mobile grid environment
Journal of Network and Computer Applications
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
GridclassTK: toolkit for grid learning classifier systems
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
Service oriented grid computing architecture for distributed learning classifier systems
MEDI'11 Proceedings of the First international conference on Model and data engineering
An empirical study on mining sequential patterns in a grid computing environment
Expert Systems with Applications: An International Journal
Heterogeneous database integration of EPR system based on OGSA-DAI
HPCA'09 Proceedings of the Second international conference on High Performance Computing and Applications
Task granularity policies for deploying bag-of-task applications on global grids
Future Generation Computer Systems
Distributed data mining patterns and services: an architecture and experiments
Concurrency and Computation: Practice & Experience
An equation-discovery approach to earthquake-ground-motion prediction
Engineering Applications of Artificial Intelligence
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The DataMiningGrid system has been designed to meet the requirements of modern and distributed data mining scenarios. Based on the Globus Toolkit and other open technology and standards, the DataMiningGrid system provides tools and services facilitating the grid-enabling of data mining applications without any intervention on the application side. Critical features of the system include flexibility, extensibility, scalability, efficiency, conceptual simplicity and ease of use. The system has been developed and evaluated on the basis of a diverse set of use cases from different sectors in science and technology. The DataMiningGrid software is freely available under Apache License 2.0.