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» Learning Business Process Models: A Case Study
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ECML
2007
Springer
16 years 10 days ago
An Unsupervised Learning Algorithm for Rank Aggregation
Many applications in information retrieval, natural language processing, data mining, and related fields require a ranking of instances with respect to a specified criteria as op...
Alexandre Klementiev, Dan Roth, Kevin Small
MM
2005
ACM
172views Multimedia» more  MM 2005»
15 years 11 months ago
Learning the semantics of multimedia queries and concepts from a small number of examples
In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...
Apostol Natsev, Milind R. Naphade, Jelena Tesic
CE
2005
170views more  CE 2005»
15 years 6 months ago
Development of an environmental virtual field laboratory
Laboratory exercises, field observations and field trips are a fundamental part of many earth science and environmental science courses. Field observations and field trips can be ...
V. Ramasundaram, S. Grunwald, A. Mangeot, N. B. Co...
DEXAW
2003
IEEE
110views Database» more  DEXAW 2003»
15 years 11 months ago
Methodology and Tools to Support Storytelling in Cultural Heritage Forums
Storytelling is a method by which members of a community communicate, learn and build identity. In the CIPHER project we aim to provide customisable tools for the sharing of stori...
Trevor D. Collins, Paul Mulholland, David Bradbury...
JMLR
2012
13 years 8 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun