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ECML
2005
Springer
15 years 7 months ago
U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin ...
IDA
2005
Springer
15 years 7 months ago
Learning Label Preferences: Ranking Error Versus Position Error
We consider the problem of learning a ranking function, that is a mapping from instances to rankings over a finite number of labels. Our learning method, referred to as ranking by...
Eyke Hüllermeier, Johannes Fürnkranz
PERVASIVE
2004
Springer
15 years 6 months ago
Activity Recognition from User-Annotated Acceleration Data
Abstract. In this work, algorithms are developed and evaluated to detect physical activities from data acquired using five small biaxial accelerometers worn simultaneously on di...
Ling Bao, Stephen S. Intille
TSD
2004
Springer
15 years 6 months ago
Automatic Recognition and Evaluation of Tracheoesophageal Speech
Tracheoesophageal (TE) speech is a possibility to restore the ability to speak after laryngectomy, i.e. the removal of the larynx. TE speech often shows low audibility and intellig...
Tino Haderlein, Stefan Steidl, Elmar Nöth, Fr...
ISSRE
2003
IEEE
15 years 6 months ago
An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering
Software testing and software fault tolerance are two major techniques for developing reliable software systems, yet limited empirical data are available in the literature to eval...
Michael R. Lyu, Zubin Huang, Sam K. S. Sze, Xia Ca...