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» Separating Complexity Classes Using Structural Properties
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CAIP
2009
Springer
114views Image Analysis» more  CAIP 2009»
14 years 1 months ago
Decision Trees Using the Minimum Entropy-of-Error Principle
Binary decision trees based on univariate splits have traditionally employed so-called impurity functions as a means of searching for the best node splits. Such functions use estim...
Joaquim Marques de Sá, João Gama, Ra...
PRL
2008
88views more  PRL 2008»
13 years 10 months ago
Time-efficient spam e-mail filtering using n-gram models
In this paper, we propose spam e-mail filtering methods having high accuracies and low time complexities. The methods are based on the n-gram approach and a heuristics which is re...
Ali Çiltik, Tunga Güngör
TNN
2011
129views more  TNN 2011»
13 years 4 months ago
Minimum Complexity Echo State Network
—Reservoir computing (RC) refers to a new class of state-space models with a fixed state transition structure (the “reservoir”) and an adaptable readout form the state space...
Ali Rodan, Peter Tino
COMPSAC
2002
IEEE
14 years 2 months ago
A Structured Approach to Handling On-Line Interface Upgrades
The Integration of complex systems out of existing systems is an active area of research and development. There are many practical situations in which the interfaces of the compon...
Cliff B. Jones, Alexander B. Romanovsky, Ian Welch
CDC
2009
IEEE
127views Control Systems» more  CDC 2009»
14 years 1 months ago
A new perspective on control of uncertain complex systems
— In this article, we investigate a new class of control problems called Ensemble Control, a notion coming from the study of complex spin dynamics in Nuclear Magnetic Resonance (...
Shin Li