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» Classification of Ordinal Data
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ICML
2002
IEEE
16 years 5 months ago
Pruning Improves Heuristic Search for Cost-Sensitive Learning
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
Valentina Bayer Zubek, Thomas G. Dietterich
ICML
2000
IEEE
16 years 5 months ago
Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning
Algorithms for feature selection fall into two broad categories: wrappers that use the learning algorithm itself to evaluate the usefulness of features and filters that evaluate f...
Mark A. Hall
ESORICS
2009
Springer
16 years 5 months ago
Secure Evaluation of Private Linear Branching Programs with Medical Applications
Abstract. Diagnostic and classification algorithms play an important role in data analysis, with applications in areas such as health care, fault diagnostics, or benchmarking. Bran...
Mauro Barni, Pierluigi Failla, Vladimir Kolesnikov...
CHI
2007
ACM
16 years 4 months ago
Momento: support for situated ubicomp experimentation
We present the iterative design of Momento, a tool that provides integrated support for situated evaluation of ubiquitous computing applications. We derived requirements for Momen...
Scott Carter, Jennifer Mankoff, Jeffrey Heer
CHI
2006
ACM
16 years 4 months ago
ButterflyNet: a mobile capture and access system for field biology research
Through a study of field biology practices, we observed that biology fieldwork generates a wealth of heterogeneous information, requiring substantial labor to coordinate and disti...
Ron B. Yeh, Chunyuan Liao, Scott R. Klemmer, Fran&...