Weka4ws: a wsrf-enabled weka toolkit for distributed data mining on grids

D Talia, P Trunfio, O Verta - … Discovery in Databases: PKDD 2005: 9th …, 2005 - Springer
This paper presents Weka4WS, a framework that extends the Weka toolkit for supporting
distributed data mining on Grid environments. Weka4WS adopts the emerging Web Services …

Grid-based analysis of air pollution data

M Richards, M Ghanem, M Osmond, Y Guo… - Ecological modelling, 2006 - Elsevier
In this paper, we present a distributed infrastructure based on Grid computing technology
and data integration and mining tools to discuss the main informatics challenges that arise …

[PDF][PDF] The discovery net system for high throughput bioinformatics

A Rowe, D Kalaitzopoulos, M Osmond, M Ghanem… - …, 2003 - academia.edu
ABSTRACT Motivation: Bioinformatics requires Grid technologies and protocols to build high
performance applications without focusing on the low level detail of how the individual Grid …

e-Science and biological pathway semantics

JS Luciano, RD Stevens - BMC bioinformatics, 2007 - Springer
Background The development of e-Science presents a major set of opportunities and
challenges for the future progress of biological and life scientific research. Major new tools …

The design of discovery net: Towards open grid services for knowledge discovery

S AlSairafi, FS Emmanouil, M Ghanem… - … Journal of High …, 2003 - journals.sagepub.com
With the emergence of distributed resources and grid technologies there is a need to
provide higher level informatics infrastructures allowing scientists to easily create and …

[PDF][PDF] Sensor grids for air pollution monitoring

M Ghanem, Y Guo, J Hassard, M Osmond… - Proc. 3rd UK e-Science …, 2004 - Citeseer
In this paper we describe the use of sensor grids within Discovery Net to construct a
distributed system for urban air pollution monitoring and control. We present the background …

Architectural concerns in distributed and mobile collaborative systems

S Dustdar, H Gall - Proceedings of the 14th international conference on …, 2002 - dl.acm.org
There have been considerable attempts to integrate Workflow Management Systems
(WfMS), Groupware Systems, and Business Process Modeling Systems to provide a uniform …

The Weka4WS framework for distributed data mining in service‐oriented Grids

D Talia, P Trunfio, O Verta - Concurrency and Computation …, 2008 - Wiley Online Library
The service‐oriented architecture paradigm can be exploited for the implementation of data
and knowledge‐based applications in distributed environments. The Web services resource …

Web services composition for distributed data mining

AS Ali, OF Rana, IJ Taylor - 2005 International Conference on …, 2005 - ieeexplore.ieee.org
A Web services-based toolkit for supporting distributed data mining is presented. A workflow
engine is provided within the toolkit to enable a user to compose Web services to implement …

[图书][B] Service-oriented distributed knowledge discovery

D Talia, P Trunfio - 2013 - api.taylorfrancis.com
Data analysis techniques and services are needed to mine the massive amount of data
available and to extract useful knowledge from it. e service-oriented architecture (SOA) is …