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DAME: A Distributed Data Mining & Exploration Framework within
DAME: A Distributed Data Mining & Exploration Framework within the Virtual Observatory. Massimo Brescia a*. , Stefano Cavuoti b. Raffaele D'Abrusco.
[ DAME_brescia_INGRID2010.pdf - Read/Download File

Mining Synoptic Sky Surveys - DAta Mining & Exploration
DAME: A Distributed Data Mining & Exploration Framework within the. Virtual Observatory, INGRID 2010 Workshop on Instrumenting the GRID,. Poznan, Poland ...
[ Stefano_Cavuoti_PhD_Thesis.pdf - Read/Download File

DAME: a Web Oriented Infrastructure for Scientific Data Mining
Massive Data Sets exploration with machine learning methods. ... Astroinformatics; knowledge discovery in database; data mining; grid; cloud; ... At a lower level, any experiment launched on the DAME framework, .... By keeping this in mind, the main concepts behind the distributed data mining applications implemented in.
[ 1010.4843 - Read/Download File

Universit`a degli Studi di Napoli Federico II Data-rich astronomy
DAME: A Distributed Data Mining & Exploration Framework within the. Virtual Observatory, INGRID 2010 Workshop on Instrumenting the GRID,. Poznan, Poland ...
[ arXiv:1304.6615.pdf?version=1 - Read/Download File

DAME: A Distributed Web Based Framework for Knowledge
In these terms, the result of the DAME project effort is a service-oriented ... Astroinformatics – data mining – distributed computing – virtual observatory. – machine learning. 1. ... mining and exploration on Massive Data Sets. (MDS). The data ...
[ 324.pdf - Read/Download File

Mining Knowledge in Astrophysical Massive Data Sets - arXiv.org
Feb 7, 2010 ... data analysis, data mining and data exploration applications. ... planned to bring advanced Data Mining methodologies in the case of the DAME (DAta Mining & Exploration) project. ... data mining; virtual observatory; distributed computing; knowledge ..... the Framework (FW), core of the Suite, to manage.
[ 1010.3796.pdf - Read/Download File

DAME: A Web Oriented Infrastructure For Scientific Data Mining And
Apr 19, 2011 ... In this scenario DAME (Data Mining & Exploration) project, starting from astrophysics ... launched on the DAME framework, externally configurable through dynamical ... visualization tools, on top of virtualized distributed computing environment. .... Quasar Candidate Selection in the Virtual Observatory era.
[ Cavuoti.pdf - Read/Download File

Extracting Knowledge From Massive Astronomical Data Sets
with the Massive Data Sets (MDS) that can only grow in the future. In this paper, we ... describe the DAME (DAta Mining & Exploration) web application. ... KEYWORDS: Astroinformatics, data mining, Grid, Virtual Observatory. 1. .... the hypothesis, suggested by some theoretical framework, that the data distribution follows a.
[ DM_1109.2840.pdf - Read/Download File

Astroinformatics, data mining and the future of astronomical research
Jan 10, 2012 ... Keywords: astroinformatics, Data Mining, virtual organizations. 1. Introduction ... data queries in a distributed federation of data repositories. 2. The present ... interacts with the data mining framework via a browser and the computing ... The DAME (Data Mining and Exploration)6 program is based on a plat-.
[ 1201.1867v1.pdf - Read/Download File

Scientific Data Mining, Integration, and Visualization - Informatics
infrastructure software, to computer scientists with expertise in data mining and visualization, to ... A new framework of interoperability is emerging from the Grid community, and ... algorithms to aid their integration and exploration, to the application ... arising from the heterogeneous and distributed nature of scientific data.
[ MannEtAl2002ScientificDataMiningIntegrationandVisualisation.pdf - Read/Download File

Professional Experience - University of Notre Dame
Best Paper Nominee, ACM Conference on Web Search and Data Mining, 2015. 2 . Best Paper ..... Regola, N. and Chawla, N. V. (2013) “Storing and Using Health Data in Amazon Virtual. Private Cloud .... “An Exploration of Climate Data ..... Lichtenwalter, R. N. and Chawla, N. V., “DisNet: A framework for distributed graph .
[ cvChawla.pdf - Read/Download File

paper - University of Notre Dame
projects and the communication and information flow in OSS virtual community. Contact: ... Acknowledgement: Thanks to SourceForge for providing us data.
[ NAACSOS2005_Xu.pdf - Read/Download File

Astronomy in the Big Data Era - Data Science Journal - codata
May 22, 2015 ... In this paper, we list the different data mining algorithms used in .... distribution trend or law is of great value. ... Szalay and Gray (2001) first put forward the concept of the Virtual ... It also acts as a focus for VO aspirations, a framework .... DAME (DAta Mining & Exploration) (http://dame.dsf.unina.it/) is an ...
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The Data Deluge - Electronics and Computer Science - University of
search engines and data mining software tools, such experimental data needs to .... DAME project [13] - a consortium analyzing sensor data generated by Rolls ... exploration. ... experiments to create 'virtual observatories' containing astronomical data .... that most of this data will be stored in a distributed file system with the ...
[ DataDeluge(final).pdf - Read/Download File

The S.Co.PE Project - INFN Sezione di Napoli
Center, to be used in the framework of a more general .... left) and a distribution system (below, right) .... the creation of a central Virtual Organization ..... application for data mining and exploration in ... the DAME platform it was implemented a.
[ The_SCoPE_Project.pdf - Read/Download File

Sky Surveys - arXiv.org
We discuss a general framework of parameter spaces that can be ... classification ; systematic exploration; figures of merit for sky surveys; ... Virtual Observatories, Data Mining, and Astroinformatics ..... of the POSS surveys in terms of the coverage, depth, and distribution ..... Mining and Exploration (DAME; Brescia et al . 2010 ...
[ surveys_djorgovski2012psss.pdf - Read/Download File

Vipin Kumar Computer Science and Engineering Department 4-192
Apr 12, 2016 ... on Data Mining (2002) and International Parallel and Distributed ... Kumar's foundational research in data mining and its applications to scientific data was honored .... and Library Frameworks for Scalable and Efficient Data-Intensive ... A Data Mining and Exploration Middleware for Grid and Distributed.
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Links - ACS Publications - American Chemical Society
Sep 21, 2015 ... completely new ways of data mining. With all these ... multiple data sources in the context of specific scientific questions ... allows an intuitive interactive organization and exploration of chemical ..... cheminformatics tools such as virtual screening parallelize by dividing input data into evenly distributed sets.
[ acs.jcim.5b00292 - Read/Download File

Preliminary Program - Society for Imaging Science and Technology
Feb 17, 2016 ... Robert L. Stevenson, Univ. of Notre Dame .... The Engineering Reality of Virtual Reality 2016 (Dolinsky and ... Imaging and Multimedia Analytics in a Web and Mobile World 2016 ... Visualization and Data Analysis (VDA) 2016 (Kao, Wischgoll, and Zhang) . ... mining; HCI interaction design and techniques.
[ EI2016_Prelim_Program.pdf - Read/Download File

Massimo Brescia - Osservatorio Astronomico di Capodimonte - Inaf
29 giu 2016 ... Capodimonte, Napoli, May 6, 2010;. ✓ Lecture “DAME: A Distributed Data Mining & Exploration Framework within the Virtual Observatory”, at.
[ Curriculum&Produzione_MaxBrescia.pdf - Read/Download File

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