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» Constructing Information Bases Using Associative Structures
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120
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INFOCOM
2007
IEEE
15 years 10 months ago
Many-to-Many Communication: A New Approach for Collaboration in MANETs
—We introduce a collaboration-driven approach to the sharing of the available bandwidth in wireless ad hoc networks, which we call many-to-many cooperation, that allows concurren...
Renato M. de Moraes, Hamid R. Sadjadpour, J. J. Ga...
129
Voted
IBPRIA
2005
Springer
15 years 9 months ago
Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning
A natural way to deal with training samples in imbalanced class problems is to prune them removing redundant patterns, easy to classify and probably over represented, and label noi...
Iván Cantador, José R. Dorronsoro
138
Voted
DBPL
1997
Springer
94views Database» more  DBPL 1997»
15 years 8 months ago
Querying Multidimensional Databases
Abstract. Multidimensional databases are large collections of data, often historical, used for sophisticated analysis oriented to decision making. This activity is supported by an ...
Luca Cabibbo, Riccardo Torlone
157
Voted
GIS
1992
ACM
15 years 7 months ago
Machine Induction of Geospatial Knowledge
Machine learning techniques such as tree induction have become accepted tools for developing generalisations of large data sets, typically for use with production rule systems in p...
Peter A. Whigham, Robert I. McKay, J. R. Davis
146
Voted
CAV
2004
Springer
130views Hardware» more  CAV 2004»
15 years 7 months ago
Global Model-Checking of Infinite-State Systems
Abstract. We extend the automata-theoretic framework for reasoning about infinitestate sequential systems to handle also the global model-checking problem. Our framework is based o...
Nir Piterman, Moshe Y. Vardi
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