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BMCBI
2008
204views more  BMCBI 2008»
15 years 2 months ago
EST2uni: an open, parallel tool for automated EST analysis and database creation, with a data mining web interface and microarra
Background: Expressed sequence tag (EST) collections are composed of a high number of single-pass, redundant, partial sequences, which need to be processed, clustered, and annotat...
Javier Forment, Francisco Gilabert Villamón...
97
Voted
KDD
2005
ACM
118views Data Mining» more  KDD 2005»
16 years 2 months ago
Generation of synthetic data sets for evaluating the accuracy of knowledge discovery systems
Daniel R. Jeske, Behrokh Samadi, Pengyue J. Lin, L...
122
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NCA
2007
IEEE
15 years 1 months ago
Handling of incomplete data sets using ICA and SOM in data mining
Based on independent component analysis (ICA) and self-organizing maps (SOM), this paper proposes an ISOM-DH model for the incomplete data’s handling in data mining. Under these ...
Hongyi Peng, Siming Zhu
106
Voted
ANOR
2010
135views more  ANOR 2010»
15 years 2 months ago
A framework of irregularity enlightenment for data pre-processing in data mining
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang
108
Voted
GIS
2010
ACM
15 years 6 days ago
A data stream-based evaluation framework for traffic information systems
Traffic information systems based on mobile, in-car sensor technology are a challenge for data management systems as a huge amount of data has to be processed in real-time. Data m...
Sandra Geisler, Christoph Quix, Stefan Schiffer