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» Abstract and Discrete Modeling of Spatio-Temporal Data Types
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RECOMB
2002
Springer
14 years 9 months ago
Probabilistic hierarchical clustering for biological data
Biological data, such as gene expression profiles or protein sequences, is often organized in a hierarchy of classes, where the instances assigned to "nearby" classes in...
Eran Segal, Daphne Koller
CONTEXT
2007
Springer
14 years 18 days ago
The Influence of Task Contexts on the Decision-Making of Humans and Computers
Abstract. Many environments in which people and computer agents interact involve deploying resources to accomplish tasks and satisfy goals. This paper investigates the way that the...
Ya'akov Gal, Barbara J. Grosz, Avi Pfeffer, Stuart...
RSFDGRC
1999
Springer
117views Data Mining» more  RSFDGRC 1999»
14 years 28 days ago
A Generalized Decision Logic in Interval-Set-Valued Information Tables
Abstract. A generalized decision logic in interval-set-valued information tables is introduced, which is an extension of decision logic studied by Pawlak. Each object in an interva...
Y. Y. Yao, Qing Liu
ECCV
2004
Springer
14 years 10 months ago
Decision Theoretic Modeling of Human Facial Displays
We present a vision based, adaptive, decision theoretic model of human facial displays in interactions. The model is a partially observable Markov decision process, or POMDP. A POM...
Jesse Hoey, James J. Little
ECAI
2010
Springer
13 years 9 months ago
Event Model Learning from Complex Videos using ILP
Abstract. Learning event models from videos has applications ranging from abnormal event detection to content based video retrieval. Relational learning techniques such as Inductiv...
Krishna S. R. Dubba, Anthony G. Cohn, David C. Hog...