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AUSDM
2008
Springer
271views Data Mining» more  AUSDM 2008»
14 years 4 days ago
Classification of Brain-Computer Interface Data
In this paper we investigate the classification of mental tasks based on electroencephalographic (EEG) data for Brain Computer Interfaces (BCI) in two scenarios: off line and on-l...
Omar AlZoubi, Irena Koprinska, Rafael A. Calvo
COLT
2008
Springer
13 years 12 months ago
An Efficient Reduction of Ranking to Classification
This paper describes an efficient reduction of the learning problem of ranking to binary classification. The reduction guarantees an average pairwise misranking regret of at most t...
Nir Ailon, Mehryar Mohri
ESEM
2008
ACM
13 years 12 months ago
On establishing a benchmark for evaluating static analysis alert prioritization and classification techniques
Benchmarks provide an experimental basis for evaluating software engineering processes or techniques in an objective and repeatable manner. We present the FAULTBENCH v0.1 benchmar...
Sarah Smith Heckman, Laurie Williams
ICWS
2008
IEEE
13 years 11 months ago
A Faceted Classification Based Approach to Search and Rank Web APIs
Web application hybrids, popularly known as mashups, are created by integrating services on the Web using their APIs. Support for finding an API is currently provided by generic s...
Karthik Gomadam, Ajith Ranabahu, Meenakshi Nagaraj...
SDM
2008
SIAM
114views Data Mining» more  SDM 2008»
13 years 11 months ago
Semi-Supervised Classification with Universum
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhan...