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» Generality Is Predictive of Prediction Accuracy
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IJCAI
2003
15 years 6 months ago
Corpus-based, Statistical Goal Recognition
Goal recognition for dialogue systems needs to be fast, make early predictions, and be portable. We present initial work which shows that using statistical, corpus-based methods t...
Nate Blaylock, James F. Allen
169
Voted
KI
2010
Springer
15 years 2 months ago
Situation-Specific Intention Recognition for Human-Robot Cooperation
Recognizing human intentions is part of the decision process in many technical devices. In order to achieve natural interaction, the required estimation quality and the used comput...
Peter Krauthausen, Uwe D. Hanebeck
177
Voted
JMLR
2012
13 years 7 months ago
Transductive Learning of Structural SVMs via Prior Knowledge Constraints
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...
Chun-Nam Yu
RECOMB
2009
Springer
16 years 5 months ago
Lifting Prediction to Alignment of RNA Pseudoknots
Prediction and alignment of RNA pseudoknot structures are NP-hard. Nevertheless, several efficient prediction algorithms by dynamic programming have been proposed for restricted cl...
Mathias Möhl, Rolf Backofen, Sebastian Will
137
Voted
RECSYS
2009
ACM
15 years 11 months ago
Measuring predictive capability in collaborative filtering
This paper presents a new memory-based approach to Collaborative Filtering where the neighbors of the active user will be selected taking into account their predictive capability....
Luis M. de Campos, Juan M. Fernández-Luna, ...