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NIPS
2008
15 years 8 months ago
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree
Unexpected stimuli are a challenge to any machine learning algorithm. Here we identify distinct types of unexpected events, focusing on 'incongruent events' when 'g...
Daphna Weinshall, Hynek Hermansky, Alon Zweig, Jie...
CORR
2010
Springer
124views Education» more  CORR 2010»
15 years 6 months ago
A New Framework for Join Product Skew
Different types of data skewness can result in load imbalance in the context of parallel joins under the shared nothing architecture. We study one important type of skewness, join ...
Foto N. Afrati, Victor Kyritsis, Paraskevas V. Lek...
CORR
2008
Springer
143views Education» more  CORR 2008»
15 years 6 months ago
On combinations of local theory extensions
Many problems in mathematics and computer science can be reduced to proving the satisfiability of conjunctions of literals in a background theory which is often the extension of a ...
Viorica Sofronie-Stokkermans
IJBRA
2008
88views more  IJBRA 2008»
15 years 6 months ago
GOSAP: Gene Ontology-Based Semantic Alignment of Biological Pathways
A large number of biological pathways have been assembled in later years, and are being stored in databases. Hence, the need for methods to analyse these pathways has emerged. One ...
Jonas Gamalielsson, Björn Olsson
ISCI
2008
67views more  ISCI 2008»
15 years 6 months ago
A multiview approach for intelligent data analysis based on data operators
Multiview intelligent data analysis explores data from different perspectives to reveal various types of structures and knowledge embedded in the data. Each view may capture a spe...
Yaohua Chen, Yiyu Yao