Sciweavers

Share
KDD
1997
ACM
143views Data Mining» more  KDD 1997»
10 years 2 months ago
Anytime Exploratory Data Analysis for Massive Data Sets
Exploratory data analysis is inherently an iterative, interactive endeavor. In the context of massive data sets, however, many current data analysis algorithms will not scale appr...
Padhraic Smyth, David Wolpert
INFOVIS
1998
IEEE
10 years 2 months ago
Geographic Visualization: Designing Manipulable Maps for Exploring Temporally Varying Georeferenced Statistics
Geographic Visualization, sometimes called cartographic visualization, is a form of information visualization in which principles from cartography, geographic information systems ...
Alan M. MacEachren, Francis P. Boscoe, Daniel Haug...
ISMIS
1999
Springer
10 years 2 months ago
Applications and Research Problems of Subgroup Mining
Knowledge Discovery in Databases (KDD) is a data analysis process which, in contrast to conventional data analysis, automatically generates and evaluates very many hypotheses, deal...
Willi Klösgen
SIGMETRICS
1999
ACM
10 years 2 months ago
Improving Performance of Data Analysis in Data Warehouses: A Methodology and Case Study
Data analysis in very large databases requires innovative techniques. In an exploration and discovery scenario, the performance of standard SQL techniques can be unacceptable. Thi...
Janet Siebert
HICSS
2000
IEEE
169views Biometrics» more  HICSS 2000»
10 years 2 months ago
A Software System for Spatial Data Analysis and Modeling
Advances in geographical information systems (GIS) and supporting data collection technology has resulted in the rapid collection of a huge amount of spatial data. However, known ...
Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
IDA
2010
Springer
10 years 3 months ago
InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance
Abstract. This paper introduces a new project, InfraWatch, that demonstrates the many challenges that a large complex data analysis application has to offer in terms of data captu...
Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, To...
SSDBM
2010
IEEE
153views Database» more  SSDBM 2010»
10 years 3 months ago
Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster
Abstract. Scientists’ ability to generate and collect massive-scale datasets is increasing. As a result, constraints in data analysis capability rather than limitations in the av...
YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, M...
IV
2003
IEEE
141views Visualization» more  IV 2003»
10 years 3 months ago
Benefits of Information Visualization Systems for Administrative Data Analysts
1 This paper reports results from a study on the adoption of an information visualization system by administrative data analysts. Despite the fact that the system was neither fully...
Víctor M. González, Alfred Kobsa
GRID
2004
Springer
10 years 3 months ago
Parallel and Distributed Astronomical Data Analysis on Grid Datafarm
A comprehensive study of the whole petabyte-scale archival data of astronomical observatories has a possibility of new science and new knowledge in the field, while it was not fe...
Naotaka Yamamoto, Osamu Tatebe, Satoshi Sekiguchi
DAWAK
2004
Springer
10 years 3 months ago
Multidimensional Data Visual Exploration by Interactive Information Segments
Visualization techniques provide an outstanding role in KDD process for data analysis and mining. However, one image does not always convey successfully the inherent information fr...
Francisco J. Ferrer-Troyano, Jesús S. Aguil...
books