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SERP
2003
13 years 10 months ago
Building Software Via Shared Knowledge
In this paper we present a new approach to writing Makefiles and a system called maker which helps in this process. Our main goals are: ease the process of writing user Makefiles...
José R. Herrero, Juan J. Navarro
FLAIRS
2008
13 years 11 months ago
Building Useful Models from Imbalanced Data with Sampling and Boosting
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van H...
ICML
2006
IEEE
14 years 9 months ago
Constructing informative priors using transfer learning
Many applications of supervised learning require good generalization from limited labeled data. In the Bayesian setting, we can try to achieve this goal by using an informative pr...
Rajat Raina, Andrew Y. Ng, Daphne Koller
HIP
2005
Springer
173views Cryptology» more  HIP 2005»
14 years 2 months ago
Characters or Faces: A User Study on Ease of Use for HIPs
Web-based services designed for human users are being abused by computer programs (bots). This real-world issue has recently generated a new research area called Human Interactive...
Yong Rui, Zicheng Liu, Shannon Kallin, Gavin Janke...
LREC
2010
150views Education» more  LREC 2010»
13 years 10 months ago
Constructing and Using Broad-coverage Lexical Resource for Enhancing Morphological Analysis of Arabic
Broad-coverage language resources which provide prior linguistic knowledge must improve the accuracy and the performance of NLP applications. We are constructing a broad-coverage ...
Majdi Sawalha, Eric Atwell