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» On the initialization of the DNMF algorithm
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CEC
2007
IEEE
16 years 1 months ago
Evolutionary random neural ensembles based on negative correlation learning
— This paper proposes to incorporate bootstrap of data, random feature subspace and evolutionary algorithm with negative correlation learning to automatically design accurate and...
Huanhuan Chen, Xin Yao
IROS
2007
IEEE
119views Robotics» more  IROS 2007»
16 years 29 days ago
Scalable SLAM building conditionally independent local maps
— Local maps algorithms have demonstrated to be well suited for mapping large environments as can reduce the computational cost and improve the consistency of the final estimati...
Pedro Pinies, Juan D. Tardós
ESCAPE
2007
Springer
228views Algorithms» more  ESCAPE 2007»
16 years 25 days ago
Online Capacitated Interval Coloring
Abstract. In the online capacitated interval coloring problem, a sequence of requests arrive online. Each of the requests is an interval Ij ⊆ {1, 2, . . . , n} with bandwidth bj....
Leah Epstein, Thomas Erlebach, Asaf Levin
GECCO
2007
Springer
129views Optimization» more  GECCO 2007»
16 years 25 days ago
Procreating V-detectors for nonself recognition: an application to anomaly detection in power systems
The artificial immune system approach for self-nonself discrimination and its application to anomaly detection problems in engineering is showing great promise. A seminal contribu...
Min Gui, Sanjoy Das, Anil Pahwa
166
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IJCNN
2006
IEEE
16 years 21 days ago
An Adaptive Penalty-Based Learning Extension for Backpropagation and its Variants
Abstract— Over the years, many improvements and refinements of the backpropagation learning algorithm have been reported. In this paper, a new adaptive penalty-based learning ex...
Boris Jansen, Kenji Nakayama