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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
16 years 4 days 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
16 years 4 days 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 8 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 8 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