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ICML
2004
IEEE
16 years 4 months ago
Gaussian process classification for segmenting and annotating sequences
Many real-world classification tasks involve the prediction of multiple, inter-dependent class labels. A prototypical case of this sort deals with prediction of a sequence of labe...
Yasemin Altun, Thomas Hofmann, Alex J. Smola
127
Voted
ICML
2000
IEEE
16 years 4 months ago
Using Error-Correcting Codes for Text Classification
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
Rayid Ghani
108
Voted
ICSE
2009
IEEE-ACM
16 years 4 months ago
Improving API documentation usability with knowledge pushing
The documentation of API functions typically conveys detailed specifications for the benefit of interested readers. In some cases, however, it also contains usage directives, such...
Uri Dekel, James D. Herbsleb
SIGSOFT
2007
ACM
16 years 4 months ago
A behavioural model for product families
In this paper we propose a behavioural model, namely the Extended Modal Labeled Transition Systems, as a basis for the formalization of the different notions of variability usuall...
Alessandro Fantechi, Stefania Gnesi
109
Voted
ISBI
2004
IEEE
16 years 4 months ago
Representing Multi-Figure Anatomical Objects
We use multi-figure m-reps to represent anatomical objects, such as human livers, with named components. Each component is represented as a single figure m-rep. These figures of t...
Qiong Han, Conglin Lu, Shawn Liu, Stephen M. Pizer...