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JCDL
2006
ACM
106views Education» more  JCDL 2006»
14 years 5 months ago
Learning by building digital libraries
The implications of using digital library software in educational contexts, for both the students and the software developers, are discussed in the light of two case studies of co...
David M. Nichols, David Bainbridge, J. Stephen Dow...
SAC
2008
ACM
13 years 10 months ago
Learning to identify emotions in text
This paper describes experiments concerned with the automatic analysis of emotions in text. We describe the construction of a large data set annotated for six basic emotions: ange...
Carlo Strapparava, Rada Mihalcea
CVPR
2008
IEEE
15 years 1 months ago
Transfer learning for image classification with sparse prototype representations
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
Ariadna Quattoni, Michael Collins, Trevor Darrell
IJCNN
2006
IEEE
14 years 5 months ago
Knowledge Representation and Possible Worlds for Neural Networks
— The semantics of neural networks can be analyzed mathematically as a distributed system of knowledge and as systems of possible worlds expressed in the knowledge. Learning in a...
Michael J. Healy, Thomas P. Caudell
KDD
2006
ACM
180views Data Mining» more  KDD 2006»
14 years 11 months ago
Learning the unified kernel machines for classification
Kernel machines have been shown as the state-of-the-art learning techniques for classification. In this paper, we propose a novel general framework of learning the Unified Kernel ...
Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang