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» Applying adaptation design patterns
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KDD
2006
ACM
191views Data Mining» more  KDD 2006»
14 years 11 months ago
Beyond classification and ranking: constrained optimization of the ROI
Classification has been commonly used in many data mining projects in the financial service industry. For instance, to predict collectability of accounts receivable, a binary clas...
Lian Yan, Patrick Baldasare
KDD
2004
ACM
166views Data Mining» more  KDD 2004»
14 years 11 months ago
Predicting prostate cancer recurrence via maximizing the concordance index
In order to effectively use machine learning algorithms, e.g., neural networks, for the analysis of survival data, the correct treatment of censored data is crucial. The concordan...
Lian Yan, David Verbel, Olivier Saidi
ASPDAC
2006
ACM
120views Hardware» more  ASPDAC 2006»
14 years 4 months ago
A novel framework for multilevel full-chip gridless routing
— Due to its great flexibility, gridless routing is desirable for nanometer circuit designs that use variable wire widths and spacings. Nevertheless, it is much more difficult ...
Tai-Chen Chen, Yao-Wen Chang, Shyh-Chang Lin
HICSS
2005
IEEE
159views Biometrics» more  HICSS 2005»
14 years 4 months ago
A Repeatable Collaboration Process for Usability Testing
Evaluating the usability of an application is a crucial activity in systems development projects. It is often done collaboratively, involving groups of current or future users, us...
Gert-Jan de Vreede, Ann L. Fruhling, Anita Chakrap...
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
14 years 4 months ago
Enhancing the lift under budget constraints: an application in the mutual fund industry
A lift curve, with the true positive rate on the y-axis and the customer pull (or contact) rate on the x-axis, is often used to depict the model performance in many data mining ap...
Lian Yan, Michael Fassino, Patrick Baldasare