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» Towards more relevance-oriented data mining research
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APNOMS
2008
Springer
14 years 11 months ago
Application of Data Mining to Network Intrusion Detection: Classifier Selection Model
As network attacks have increased in number and severity over the past few years, intrusion detection system (IDS) is increasingly becoming a critical component to secure the netwo...
Huy Anh Nguyen, Deokjai Choi
LREC
2008
108views Education» more  LREC 2008»
14 years 11 months ago
Design of a Multimodal Database for Research on Automatic Detection of Severe Apnoea Cases
The aim of this paper is to present the design of a multimodal database suitable for research on new possibilities for automatic diagnosis of patients with severe obstructive slee...
Rubén Fernández Pozo, Luis A. Hern&a...
IADIS
2003
14 years 11 months ago
Assessing Web Usage Profiles
Today the World Wide Web is seen as an unique medium for interaction. Every organisation has or is about to have its own Web site, aiming to attract as much visitors as each one c...
Anália Lourenço, Orlando Belo
KDD
2003
ACM
142views Data Mining» more  KDD 2003»
15 years 10 months ago
Mining phenotypes and informative genes from gene expression data
Mining microarray gene expression data is an important research topic in bioinformatics with broad applications. While most of the previous studies focus on clustering either gene...
Chun Tang, Aidong Zhang, Jian Pei
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
14 years 9 months ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang