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» Effective Prediction and its Computational Complexity
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CVPR
2007
IEEE
16 years 1 months ago
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
Dimensionality reduction is an important issue when facing high-dimensional data. For supervised dimensionality reduction, Linear Discriminant Analysis (LDA) is one of the most po...
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshu...
ISORC
1999
IEEE
15 years 4 months ago
Prediction of Fault-proneness at Early Phase in Object-Oriented Development
To analyze the complexity of object-oriented software, several metrics have been proposed. Among them, Chidamber and Kemerer's metrics are well-known ones as object-oriented ...
Toshihiro Kamiya, Shinji Kusumoto, Katsuro Inoue
AIEDU
2005
185views more  AIEDU 2005»
14 years 11 months ago
A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory
The Bayesian framework offers a number of techniques for inferring an individual's knowledge state from evidence of mastery of concepts or skills. A typical application where ...
Michel C. Desmarais, Xiaoming Pu
WMCSA
2000
IEEE
15 years 4 months ago
Using history to improve mobile application adaptation
Prior work has shown the value of changing application fidelity to adapt to varying resource levels in a mobile environment. Choosing the right fidelity requires us to predict i...
Dushyanth Narayanan, Jason Flinn, Mahadev Satyanar...
ICSE
2009
IEEE-ACM
14 years 9 months ago
Reflecting on self-adaptive software systems
Self-adaptability has been proposed as an effective approach to automate the complexity associated with the management of modern-day software systems. While over the past decade w...
Jesper Andersson, Rogério de Lemos, Sam Mal...