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ECAI
2004
Springer
14 years 3 months ago
Attention-Driven Parts-Based Object Detection
Recent studies have argued that natural vision systems perform classification by utilizing different mechanisms depending on the visual input. In this paper we present a hybrid, ...
Ilkka Autio, Jussi T. Lindgren
PKDD
2004
Springer
97views Data Mining» more  PKDD 2004»
14 years 3 months ago
Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources
Attribute noise can affect classification learning. Previous work in handling attribute noise has focused on those predictable attributes that can be predicted by the class and o...
Ying Yang, Xindong Wu, Xingquan Zhu
AIMSA
2004
Springer
14 years 1 months ago
Towards Well-Defined Multi-agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) is an emerging area of research. However, it lacks two important elements: a coherent view on MARL, and a well-defined problem objective. ...
Rinat Khoussainov
ECML
2006
Springer
14 years 1 months ago
Case-Based Label Ranking
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. We approach this setting from a case-based perspective and propo...
Klaus Brinker, Eyke Hüllermeier
SPATIALCOGNITION
2000
Springer
14 years 1 months ago
Schematic Maps as Wayfinding Aids
Schematic maps are effective tools for representing information e physical environment; they depict specific information in an abstract way. This study concentrates on spatial aspe...
Hernan Casakin, Thomas Barkowsky, Alexander Klippe...