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» Modeling Relational Data by the Adjacency Model
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154
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JMLR
2010
132views more  JMLR 2010»
14 years 10 months ago
Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence
The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean...
Qiang Wu, Justin Guinney, Mauro Maggioni, Sayan Mu...
105
Voted
COLING
2000
15 years 5 months ago
Data-Oriented Translation
Data-Oriented Translation (DOT), which is based on Data-Oriented Parsing (DOP), comprises an experience-based approach to translation, where new translations are derived with refe...
Arjen Poutsma
133
Voted
3DGIS
2006
Springer
15 years 9 months ago
Reconstruction of Complex Buildings using LIDAR and 2D Maps
The extraction of the building models from remote-sensed data is an important work in the geographic information systems. This investigation describes an approach to integrate LIDA...
Tee-Ann Teo, Jiann-Yeou Rau, Liang-Chien Chen, Jin...
109
Voted
ICPR
2006
IEEE
16 years 4 months ago
Linear model combining by optimizing the Area under the ROC curve
In some classification problems, like the detection of illnesses in patients, classes are very unbalanced and the misclassification costs for different classes vary significantly....
David M. J. Tax, Robert P. W. Duin
148
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CICLING
2010
Springer
15 years 10 months ago
A Sequential Model for Discourse Segmentation
Identifying discourse relations in a text is essential for various tasks in Natural Language Processing, such as automatic text summarization, question-answering, and dialogue gene...
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuk...