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ICPR
2000
IEEE
15 years 10 months ago
Classification of Style-Constrained Pattern-Fields
In some classification tasks, all patterns in a field, such as digits in a ZIP-code image, originate from the same, but unknown, source (writer/print style). The class-conditional...
Prateek Sarkar, George Nagy
SG
2004
Springer
15 years 11 months ago
Floating Labels: Applying Dynamic Potential Fields for Label Layout
Abstract. This paper introduces a new method to determine appealing placements of textual annotations for complex-shaped geometric models. It employs dynamic potential fields, whi...
Knut Hartmann, Kamran Ali, Thomas Strothotte
ROCAI
2004
Springer
15 years 11 months ago
An Empirical Evaluation of Supervised Learning for ROC Area
We present an empirical comparison of the AUC performance of seven supervised learning methods: SVMs, neural nets, decision trees, k-nearest neighbor, bagged trees, boosted trees,...
Rich Caruana, Alexandru Niculescu-Mizil
ECIS
2001
15 years 7 months ago
Justification of Group Decisions: A Case Study of User Training in Group Support Systems Applications
Decision making, whether by an individual or a group, can be substantially enhanced by a "systems thinking" approach. Because groups are often challenged to justify thei...
Jackie Phahlamohlaka, J. Dewald Roode
ATAL
2010
Springer
15 years 7 months ago
Using geometric diffusions for recognition-primed multi-agent decision making
Several areas of multi-agent research, such as large-scale agent organization and experience-based decision making, demand novel perspectives and efficient approaches for multisca...
Xiaocong Fan, Meng Su