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106
Voted
CIARP
2003
Springer
15 years 4 months ago
Uniclass and Multiclass Connectionist Classification of Dialogue Acts
Classification problems are traditionally focused on uniclass samples, that is, each sample of the training and test sets has one unique label, which is the target of the classific...
María José Castro Bleda, David Vilar...
85
Voted
ICS
1995
Tsinghua U.
15 years 4 months ago
Idiom Recognition in the Polaris Parallelizing Compiler
The elimination of induction variables and the parallelization of reductions in FORTRAN programs have been shown to be integral to performance improvement on parallel computers 7,...
William M. Pottenger, Rudolf Eigenmann
129
Voted
ACCV
2010
Springer
15 years 2 months ago
Identifying Surprising Events in Videos Using Bayesian Topic Models
Automatic processing of video data is essential in order to allow efficient access to large amounts of video content, a crucial point in such applications as video mining and surve...
Avishai Hendel, Daphna Weinshall, Shmuel Peleg
107
Voted
AAAI
2008
15 years 2 months ago
Transfer Learning via Dimensionality Reduction
Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the train...
Sinno Jialin Pan, James T. Kwok, Qiang Yang
88
Voted
AIPS
2007
15 years 2 months ago
itSIMPLE 2.0: An Integrated Tool for Designing Planning Domains
A great effort has been made today in the area of Artificial Intelligence for defining reliable automated planning systems that can be applied in real life applications. That le...
Tiago Stegun Vaquero, Victor Romero, Flavio Tonida...