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CVPR
2012
IEEE
13 years 5 months ago
Image denoising: Can plain neural networks compete with BM3D?
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with c...
Harold Christopher Burger, Christian J. Schuler, S...
130
Voted
NCA
2008
IEEE
15 years 3 months ago
The application of ridge polynomial neural network to multi-step ahead financial time series prediction
Motivated by the slow learning properties of multilayer perceptrons (MLPs) which utilize computationally intensive training algorithms, such as the backpropagation learning algorit...
Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsi...
IJON
2002
219views more  IJON 2002»
15 years 3 months ago
NEURObjects: an object-oriented library for neural network development
NEURObjects is a set of C++ library classes for neural network development, exploiting the potentialities of object-oriented design and programming. The main goal of the library c...
Giorgio Valentini, Francesco Masulli
DATESO
2009
114views Database» more  DATESO 2009»
15 years 1 months ago
Speeding Up Shortest Path Search in Public Transport Networks
Abstract. The searching for the shortest path in public transport networks can take more time than is acceptable for given situation. We have therefore searched for methods that sp...
Vladislav Martinek, Michal Zemlicka
117
Voted
INFOCOM
2005
IEEE
15 years 9 months ago
Relevance of massively distributed explorations of the Internet topology: simulation results
— Internet maps are generally constructed using the traceroute tool from a few sources to many destinations. It appeared recently that this exploration process gives a partial an...
Jean-Loup Guillaume, Matthieu Latapy