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ICML
1998
IEEE
16 years 21 days ago
The Case against Accuracy Estimation for Comparing Induction Algorithms
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
Foster J. Provost, Tom Fawcett, Ron Kohavi
CHI
2009
ACM
16 years 14 days ago
Designing for all users: including the odd users
The field of HCI has played an important role in broadening the spectrum of users of computational artifacts. However, users with extreme preferences are mostly ignored by the des...
Jina Huh, Mark S. Ackerman
KDD
2003
ACM
210views Data Mining» more  KDD 2003»
16 years 9 days ago
Privacy-preserving k-means clustering over vertically partitioned data
Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key ...
Jaideep Vaidya, Chris Clifton
CHI
2005
ACM
16 years 9 days ago
A study of preferences for sharing and privacy
We describe studies of preferences about information sharing aimed at identifying fundamental concerns with and at understanding how people might abstract the details of sharing i...
Judith S. Olson, Jonathan Grudin, Eric Horvitz
ICSE
2003
IEEE-ACM
15 years 12 months ago
Addressing the Challenges of Software Industry Globalization: The Workshop on Global Software Development
The goal of this workshop is to provide an opportunity for researchers and industry practitioners to explore both the stateof-the art and the state-of-the-practice in global softw...
Daniela E. Damian, Filippo Lanubile, Heather L. Op...