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ALT
2001
Springer
14 years 2 months ago
Real-Valued Multiple-Instance Learning with Queries
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
Daniel R. Dooly, Sally A. Goldman, Stephen Kwek
IJCAI
2007
13 years 7 months ago
A Fast Analytical Algorithm for Solving Markov Decision Processes with Real-Valued Resources
Agents often have to construct plans that obey deadlines or, more generally, resource limits for real-valued resources whose consumption can only be characterized by probability d...
Janusz Marecki, Sven Koenig, Milind Tambe
KAIS
2008
81views more  KAIS 2008»
13 years 5 months ago
Maximum entropy based significance of itemsets
We consider the problem of defining the significance of an itemset. We say that the itemset is significant if we are surprised by its frequency when compared to the frequencies of ...
Nikolaj Tatti
IJCSA
2008
72views more  IJCSA 2008»
13 years 5 months ago
Methodology which Applies Geo-statistics Techniques to the Topographical Survey
Until today, the topographical surveys in a specific point had a problem: if a point was measured several times, it would be impossible to know exactly which measure would be the ...
R. Ortiz-Marin, G. del Rio-Cidoncha, J. Martinez-P...
ICASSP
2011
IEEE
12 years 9 months ago
Music algorithm to localize sources with unknown directivity in acoustic imaging
The Multiple Signal Classification (MUSIC) algorithm for acoustic imaging most commonly assumes that all sources have undirectional radiation pattern. We here propose a modifica...
Forooz Shahbazi Avarvand, Andreas Ziehe, Guido Nol...