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» Pattern Recognition Using Functions of Multiple Instances
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203
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SIGMOD
2006
ACM
137views Database» more  SIGMOD 2006»
16 years 2 months ago
Optimal multi-scale patterns in time series streams
We introduce a method to discover optimal local patterns, which concisely describe the main trends in a time series. Our approach examines the time series at multiple time scales ...
Spiros Papadimitriou, Philip S. Yu
99
Voted
IBPRIA
2007
Springer
15 years 4 months ago
A Density-Based Data Reduction Algorithm for Robust Estimators
In this paper we present a non parametric density-based data reduction technique designed to be used in robust parameter estimation problems. Existing approaches are focused on red...
Luis Ferraz, Ramon Lluis Felip, Brais Martí...
103
Voted
BMCBI
2006
85views more  BMCBI 2006»
15 years 2 months ago
On single and multiple models of protein families for the detection of remote sequence relationships
Background: The detection of relationships between a protein sequence of unknown function and a sequence whose function has been characterised enables the transfer of functional a...
James A. Casbon, Mansoor A. S. Saqi
ICSM
2006
IEEE
15 years 8 months ago
Properties of Signature Change Patterns
Understanding function signature change properties and evolution patterns is important for researchers concerned with alleviating signature change impacts, understanding software ...
Sunghun Kim, E. James Whitehead Jr.
119
Voted
BMCBI
2010
119views more  BMCBI 2010»
15 years 2 months ago
Functional classification of proteins based on projection of amino acid sequences: application for prediction of protein kinase
Background: The knowledge about proteins with specific interaction capacity to the protein partners is very important for the modeling of cell signaling networks. However, the exp...
Boris Sobolev, Dmitry Filimonov, Alexey Lagunin, A...