Temporal evolution of generalization during learning in linear networks [PDF]
, 1991 We study generalization in a simple framework of feedforward linear networks with n inputs and n outputs, trained from examples by gradient descent on the usual quadratic error function.
Baldi, Pierre, Chauvin, Yves
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Image Navigation for FY-4A Lightning Mapping Imager
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 Navigation of images from lightning mapping instruments in geostationary orbits is very important for data applications. However, few scientific peer-reviewed papers have been reported, except a few works in the prelaunch tests.
Jing Wang +7 more
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Human activity recognition making use of long short-term memory techniques [PDF]
, 2019 The optimisation and validation of a classifiers performance when applied to real world problems is not always effectively shown. In much of the literature describing the application of artificial neural network architectures to Human Activity ...
Shenfield, Alex, Wainwright, Richard
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Modal testing and modelling the dynamic characteristics of a plate with bolted joints
Journal of Mechanical Engineering and Sciences, 2021 Modelling the dynamic characteristics of the bolted joints in a complex assembled structure with a high accuracy is very challenging due to the assumptions and uncertainties in the input data of the FE model.
A.R. Bahari +3 more
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Model-driven transformation and validation of adaptive educational hypermedia using CAVIAr [PDF]
, 2010 Authoring of Adaptive Educational Hypermedia is a complex activity requiring the combination of a range of design and validation techniques.We demonstrate how Adaptive Educational Hypermedia can be transformed into CAVIAr courseware validation models ...
Melia, Mark, Pahl, Claus
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Sustainable intensification of oil palm production through integration with other crops: a review☆
Oilseeds and fats, crops and lipidsUnsustainable monoculture systems practices, driven by global demand for agricultural commodities like palm oil, contribute to deforestation, biodiversity loss, and soil degradation, compromising livelihoods and environmental health. With increasing land
Munévar-Martínez Daniel Eduardo +3 more
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Predicting blunt cerebrovascular injury in pediatric trauma: Validation of the Utah Score [PDF]
, 2017 Risk factors for blunt cerebrovascular injury (BCVI) may differ between children and adults, suggesting that children at low risk for BCVI after trauma receive unnecessary computed tomography angiography (CTA) and high-dose radiation.
Akbari, Hassan +13 more
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Numerical And Experimental Investigations of Nonlinearity Behaviour In A Slender Cantilever Beam
MATEC Web of Conferences, 2018 Nonlinear problem is always occur in slender structures that are usually characterized by large displacements and rotations but small strains. Linear design assumption could lead to premature failure if the structure behaves nonlinearly.
Bahari A. R. +4 more
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Metrological characterization of standards – plastic films, which are used for calibration of nano volume spectrophotometers [PDF]
EPJ Web of ConferencesUV-VIS spectrophotometers, including nano drop (volume) spectrophotometers, provide an answer to all challenges in scientific and industrial laboratories, whether for pharmaceutical, chemical or service laboratories, all the way to more complex ...
Zarubica Veljko +3 more
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Representation of bolted joints in a structure using finite element modelling and model updating
Journal of Mechanical Engineering and Sciences, 2020 Efficient and accurate finite element (FE) modelling of bolted joints is essential for increasing confidence in the investigation of structural vibrations.
R. Omar, M. N. Abdul Rani, M. A. Yunus
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