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» The Predictability of Data Values
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DKE
2007
89views more  DKE 2007»
13 years 9 months ago
The effect of threshold values on association rule based classification accuracy
Classification Association Rule Mining (CARM) systems operate by applying an Association Rule Mining (ARM) method to obtain classification rules from a training set of previousl...
Frans Coenen, Paul H. Leng
EDBT
2009
ACM
104views Database» more  EDBT 2009»
14 years 4 months ago
A query processor for prediction-based monitoring of data streams
Networks of sensors are used in many different fields, from industrial applications to surveillance applications. A common feature of these applications is the necessity of a mo...
Sergio Ilarri, Ouri Wolfson, Eduardo Mena, Arantza...
WSC
2007
14 years 4 days ago
The range of predictions for calibrated agent-based simulation models
Agent-based simulation is increasingly used to study systems in many areas of business and science. Using agentbased simulation for prediction could be very valuable. However, the...
DongFang Shi, Roger J. Brooks
BMCBI
2008
75views more  BMCBI 2008»
13 years 10 months ago
A three-state prediction of single point mutations on protein stability changes
Background: A basic question of protein structural studies is to which extent mutations affect the stability. This question may be addressed starting from sequence and/or from str...
Emidio Capriotti, Piero Fariselli, Ivan Rossi, Rit...
ICDM
2009
IEEE
202views Data Mining» more  ICDM 2009»
13 years 7 months ago
Link Prediction on Evolving Data Using Matrix and Tensor Factorizations
Abstract--The data in many disciplines such as social networks, web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In t...
Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda