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» Data Mining Architectures - A Comparative Study
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ISASSCI
2001
15 years 1 months ago
Data Mining Architectures - A Comparative Study
Data mining is the process of deriving knowledge from data. The architecture of a data mining system plays a significant role in the efficiency with which data is mined. It is pro...
Thomas Thomas, Sanjeev Jayakumar, B. Muthukumaran
SDM
2003
SIAM
124views Data Mining» more  SDM 2003»
15 years 1 months ago
A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection
Aleksandar Lazarevic, Levent Ertöz, Vipin Kum...
CINQ
2004
Springer
151views Database» more  CINQ 2004»
15 years 3 months ago
Query Languages Supporting Descriptive Rule Mining: A Comparative Study
Recently, inductive databases (IDBs) have been proposed to tackle the problem of knowledge discovery from huge databases. With an IDB, the user/analyst performs a set of very diffe...
Marco Botta, Jean-François Boulicaut, Cyril...
ICDM
2002
IEEE
188views Data Mining» more  ICDM 2002»
15 years 4 months ago
A Comparative Study of RNN for Outlier Detection in Data Mining
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
Graham J. Williams, Rohan A. Baxter, Hongxing He, ...
IISWC
2006
IEEE
15 years 5 months ago
An Architectural Characterization Study of Data Mining and Bioinformatics Workloads
— Data mining is the process of automatically finding implicit, previously unknown, and potentially useful information from large volumes of data. Recent advances in data extrac...
Berkin Özisikyilmaz, Ramanathan Narayanan, Jo...