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» Comparing Networks from a Data Analysis Perspective
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125
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HIS
2008
15 years 4 months ago
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency
This paper proposes a methodology to generate artificial data sets to evaluate the behavior of machine learning techniques. The methodology relies in the definition of a domain an...
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Ma...
APNOMS
2007
Springer
15 years 9 months ago
Measurement Analysis of IP-Based Process Control Networks
This paper presents a measurement study of the traffic traces from the industrial process control IP networks. We present some interesting and unique traffic characteristics of the...
Young J. Won, Mi-Jung Choi, Myung-Sup Kim, Hong-Su...
115
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NETWORKING
2007
15 years 4 months ago
Detecting 802.11 Wireless Hosts from Remote Passive Observations
Abstract. The wide deployment of 802.11 WLANs has led to the coexistence of wired and wireless clients in a network environment. This paper presents a robust technique to detect 80...
Valeria Baiamonte, Konstantina Papagiannaki, Gianl...
JCB
2000
103views more  JCB 2000»
15 years 3 months ago
Testing for Differentially-Expressed Genes by Maximum-Likelihood Analysis of Microarray Data
Although two-color uorescent DNA microarrays are now standard equipment in many molecular biology laboratories, methods for identifying differentially expressed genes in microarra...
Trey Ideker, Vesteinn Thorsson, Andrew F. Siegel, ...
106
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ALT
2002
Springer
16 years 11 days ago
Data Mining with Graphical Models
Abstract. The explosion of data stored in commercial or administrational databases calls for intelligent techniques to discover the patterns hidden in them and thus to exploit all ...
Rudolf Kruse, Christian Borgelt