1172 search results - page 128 / 235 » From Data Distributions to Regularization in Invariant Learn... |
121
Voted
LREC
2010
15 years 5 months ago
2010
We introduce CCASH (Cost-Conscious Annotation Supervised by Humans), an extensible web application framework for cost-efficient annotation. CCASH provides a framework in which cos...
140
Voted
CIKM
2006
Springer
15 years 7 months ago
2006
Springer
We propose an In-Network Data-Centric Storage (INDCS) scheme for answering ad-hoc queries in sensor networks. Previously proposed In-Network Storage (INS) schemes suffered from St...
159
Voted
IEEECIT
2007
IEEE
15 years 10 months ago
2007
IEEE
In machine learning, ensemble classifiers have been introduced for more accurate pattern classification than single classifiers. We propose a new ensemble learning method that emp...
113
Voted
CORR
2002
Springer
15 years 3 months ago
2002
Springer
Research on bias in machine learning algorithms has generally been concerned with the impact of bias on predictive accuracy. We believe that there are other factors that should al...
142
Voted
PAKDD
2005
ACM
15 years 9 months ago
2005
ACM
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...