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DSS
2007
85views more  DSS 2007»
13 years 10 months ago
An experiment on the effectiveness of creativity enhancing decision-making support systems
Recent research suggests that creativity can enhance the performance of people for a variety of tasks, including decisionmaking. Creativity enhancements can be delivered through a...
Guisseppi A. Forgionne, John Newman
CANDC
2002
ACM
13 years 9 months ago
Drug Design by Machine Learning: Support Vector Machines for Pharmaceutical Data Analysis
We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
Robert Burbidge, Matthew W. B. Trotter, Bernard F....
ML
2007
ACM
130views Machine Learning» more  ML 2007»
13 years 9 months ago
A note on Platt's probabilistic outputs for support vector machines
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
NECO
2007
107views more  NECO 2007»
13 years 9 months ago
Training a Support Vector Machine in the Primal
Most literature on Support Vector Machines (SVMs) concentrate on the dual optimization problem. In this paper, we would like to point out that the primal problem can also be solve...
Olivier Chapelle
INLG
2010
Springer
13 years 7 months ago
Using Semantic Web Technology to Support NLG. Case Study: OWL finds RAGS
The semantic web is a general vision for supporting knowledge-based processing across the WWW and its successors. As such, semantic web technology has potential to support the exc...
Chris Mellish