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» A Data Analysis Method for Software Performance Prediction
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AINA
2009
IEEE
15 years 10 months ago
Predictive Simulation of HPC Applications
The architectures which support modern supercomputing machinery are as diverse today, as at any point during the last twenty years. The variety of processor core arrangements, thr...
Simon D. Hammond, J. A. Smith, Gihan R. Mudalige, ...
132
Voted
ICDM
2008
IEEE
145views Data Mining» more  ICDM 2008»
15 years 10 months ago
Paired Learners for Concept Drift
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...
Stephen H. Bach, Marcus A. Maloof
129
Voted
EDM
2009
179views Data Mining» more  EDM 2009»
15 years 1 months ago
Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models
This paper describes a novel method to create a quantitative model of an educational content domain of related practice item-types using learning curves. By using a pairwise test t...
Philip I. Pavlik Jr., Hao Cen, Kenneth R. Koedinge...
SDM
2010
SIAM
256views Data Mining» more  SDM 2010»
15 years 5 months ago
The Application of Statistical Relational Learning to a Database of Criminal and Terrorist Activity
We apply statistical relational learning to a database of criminal and terrorist activity to predict attributes and event outcomes. The database stems from a collection of news ar...
B. Delaney, Andrew S. Fast, W. M. Campbell, C. J. ...
CJ
2004
119views more  CJ 2004»
15 years 3 months ago
Building Footprint Simplification Techniques and Their Effects on Radio Propagation Predictions
Building footprint simplification is of critical importance to radio propagation predictions in wireless communication systems as the prediction time is closely related to the num...
Zhongqiang Chen, Alex Delis, Henry L. Bertoni