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Analysis of institutional authors

Herrero Solans, PilarAuthorPerez MCorresponding AuthorRobles VAuthorPeña JAuthor

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July 25, 2020
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Design and implementation of a data mining grid-aware architecture

Publicated to: Future Generation Computer Systems-The International Journal of eScience. 23 (1): 42-47 - 2007-01-01 23(1), DOI: 10.1016/j.future.2006.04.008

Authors:

Perez, Maria S; Sanchez, Alberto; Robles, Victor; Herrero, Pilar; Pena, Jose M
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Affiliations

- Author
Escuela Tecnica Superior de Ingenieros Informaticos, Universidad Politecnica de Madrid - Author

Abstract

Current business processes often use data from several sources. Data is characterized to be heterogeneous, incomplete and usually involves a huge amount of records. This implies that data must be transformed in a set of patterns, rules or some kind of formalism, which helps to understand the underlying information. The participation of several organizations in this process makes the assimilation of data more difficult. Data mining is a widely used approach for the transformation of data to useful patterns, aiding the comprehensive knowledge of the concrete domain information. Nevertheless, traditional data mining techniques find difficulties in their application on current scenarios, due to the complexity previously mentioned. Data Mining Grid tries to fix these problems, allowing data mining process to be deployed in a grid environment, in which data and services resources are geographically distributed, belong to several virtual organizations and the security can be flexibly solved. We propose both a novel architecture for Data Mining Grid, named DMGA, and the implementation of this architecture, named WekaG. © 2006 Elsevier Ltd. All rights reserved.
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Keywords

Data miningData mining grid architecture (dmga)InfrastructureToolkitWekag

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Future Generation Computer Systems-The International Journal of eScience due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2007, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Computer Networks and Communications. Notably, the journal is positioned above the 90th percentile.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-27:

  • Google Scholar: 59
  • WoS: 24
  • Scopus: 35
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-27:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 34 (PlumX).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://oa.upm.es/95509/

As a result of the publication of the work in the institutional repository, statistical usage data has been obtained that reflects its impact. In terms of dissemination, we can state that, as of

  • Views: 10
  • Downloads: 2
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (PEREZ HERNANDEZ, MARIA DE LOS SANTOS) and Last Author (PEÑA SANCHEZ, JOSE MARIA).

the author responsible for correspondence tasks has been PEREZ HERNANDEZ, MARIA DE LOS SANTOS.

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