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Multi-layer Perceptron

A New Approach to Predicting Bankruptcy: Combining DEA and Multi-Layer Perceptron

A New Approach to Predicting Bankruptcy: Combining DEA and Multi-Layer Perceptron

... and Multi-Layer Perceptron (MLP) to suggest a new method for prediction of bankruptcy that not only focusses on historical financial data of firms that filed for bankruptcy like other past studies ...

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Avaliação de  baseados em aprendizado de máquina para a classificação do uso e cobertura da terra no bioma caatinga

Avaliação de baseados em aprendizado de máquina para a classificação do uso e cobertura da terra no bioma caatinga

... (Multi Layer Perceptron (MLP) e o Support Vector Machine (SVM)) e do método da Máxima Verossimilhança na classificação do uso e cobertura da terra no bioma ...

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Artificial neural networks: A novel approach to analysing the nutritional ecology of a blowfly species, Chrysomya megacephala

Artificial neural networks: A novel approach to analysing the nutritional ecology of a blowfly species, Chrysomya megacephala

... namely Multi-Layer Perceptron (MLP), Radial Basis Function (RBF), and Adaptive Neural Network-Based Fuzzy Inference System (ANFIS), to ascertain whether these tools would be able to outperform a ...

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  Intrusion Detection System with Hierarchical Different Parallel Classification

Intrusion Detection System with Hierarchical Different Parallel Classification

... The proposed method is formed through the idea of mixing hierarchical parallel classification, and finally a mediated network decide about the kind of attack. This system used ten blocks to decision making. Every block ...

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Transient Stability Assessment of a Power System Using Probabilistic Neural Network

Transient Stability Assessment of a Power System Using Probabilistic Neural Network

... the multi layer perceptron neural network (MLPNN) are also ...hidden layer neurons equal the number of input features which is 29 and with a single ...

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Improved Statistical Speech Segmentation Using Connectionist Approach

Improved Statistical Speech Segmentation Using Connectionist Approach

... In this study, a new method to improved statistical segmentation via fusion of divergence algorithm and multi layer perceptron neural network with adaptive learning is introduced. The neural network ...

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Comitês de  baseados nas Redes SOM e Fuzzy ART com sintonia de parâmetros e seleção de atributos via metaheurísticas evolucionárias

Comitês de baseados nas Redes SOM e Fuzzy ART com sintonia de parâmetros e seleção de atributos via metaheurísticas evolucionárias

... Classificadores neurais são tipicamente obtidos a partir de técnicas de aprendizagem supervisionada, tais como redes MLP (Multi-Layer Perceptron) e RBF (Radial Basis Function ) (HAYKIN, 2[r] ...

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Braz. J. Chem. Eng.  vol.28 número1

Braz. J. Chem. Eng. vol.28 número1

... next layer (a fully connected network). MLP (Multi layer Perceptron) networks are a kind of feed-forward neural network with different transfer ...input layer, a hidden layer and ...

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MP-DRAUGHTS - UM SISTEMA MULTIAGENTE DE APRENDIZAGEM AUTOMÁTICA PARA DAMAS BASEADO EM REDES NEURAIS DE KOHONEN E PERCEPTRON MULTICAMADAS

MP-DRAUGHTS - UM SISTEMA MULTIAGENTE DE APRENDIZAGEM AUTOMÁTICA PARA DAMAS BASEADO EM REDES NEURAIS DE KOHONEN E PERCEPTRON MULTICAMADAS

... (Multi-Layer Perceptron - MLP) que utiliza de busca alfa-beta com tabela de trans- posição e aprofundamento iterativo para a escolha da melhor jogada em função do estado corrente do tabuleiro do ...

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Modelling of mass transfer kinetic in osmotic dehydration of kiwifruit

Modelling of mass transfer kinetic in osmotic dehydration of kiwifruit

... last layer to the first layer in order to get the minimum value of the prediction error (Mohebbi et ...of perceptron neural networks with logarithm sigmoid activation function (Log-sig – Log-sig) and ...

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Speed Estimation of Adaptive Fuzzy-Controlled Piezo-Electric Motor using MLP-Neural Network

Speed Estimation of Adaptive Fuzzy-Controlled Piezo-Electric Motor using MLP-Neural Network

... linear multi- layer neural network MLP-NN has been ...hidden layer with a hyperbolic tangent activation function and output layer with linear function as shown in ...

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Burning Graphene Layer-by-Layer

Burning Graphene Layer-by-Layer

... plete burning of the samples was observed to happen within a few seconds (usually, together with the supporting holey carbon grids), and we were able to observe the exact moment of the sample disappear- ance through the ...

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A statistical subgrid-scale algorithm for precipitation formation in stratiform clouds in the ECHAM5 single column model

A statistical subgrid-scale algorithm for precipitation formation in stratiform clouds in the ECHAM5 single column model

... initiated via the seeder-feeder process, when ice crystals or rain drops from above fall into a lower cloudy layer. The SCM simulations were performed for one period of MPACE which took place at the Northern slope ...

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Impact of physical layer impairments on multi-degree CDC ROADM-based optical networks

Impact of physical layer impairments on multi-degree CDC ROADM-based optical networks

... with multi-degree and their add/drop structures are now more complex with enhanced features, such as colorless, directionless and contentionless ...on multi-degree CDC ROADMs is studied considering 100-Gb/s ...

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Cardiotoxicidade Subclínica Induzida por Antraciclina no Seguimento a Longo Prazo de Sobreviventes de Linfoma: Uma Análise Speckle Tracking Multi-Layer

Cardiotoxicidade Subclínica Induzida por Antraciclina no Seguimento a Longo Prazo de Sobreviventes de Linfoma: Uma Análise Speckle Tracking Multi-Layer

... subepicardial layer of longitudinal (LS-ENDO, LS-MID, LS-EPI) and circumferential strain (CS-ENDO, CS-MID, CS-EPI) values were ...GLS. Multi-layer speckle tracking analysis showed significant ...

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COLUMN GENERATION BASED ALGORITHMS FOR THE CAPACITATED MULTI-LAYER NETWORK DESIGN WITH UNSPLITTABLE DEMANDS

COLUMN GENERATION BASED ALGORITHMS FOR THE CAPACITATED MULTI-LAYER NETWORK DESIGN WITH UNSPLITTABLE DEMANDS

... Actually, the problem of designing layered networks have been studied first by Dahl and Stoer in Dahl et al. (1999). The authors wish to set up a set of virtual links referred to as “pipes” on the physical layer. ...

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Verification of the multi-layer SNOWPACK model with different water transport schemes

Verification of the multi-layer SNOWPACK model with different water transport schemes

... each layer thickness, without adjusting the ...model layer. The typ- ical thickness of a model layer is around 2 cm, so possible round-off errors are expected to be ...modeled layer ...

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Experimental Multi-scale analysis of CarbonEpoxy Composites Nano-Reinforced by Carbon NanotubesMulti-layer Graphene

Experimental Multi-scale analysis of CarbonEpoxy Composites Nano-Reinforced by Carbon NanotubesMulti-layer Graphene

... Nano-size structures, nanotubes/multi-layer graphene (CNT/MLG), were dispersed into epoxy system by a combination of sonication and high shear mixing. To avoid CNT/MLG agglomeration, a non-covalent ...

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Modelagem do comportamento à fadiga de compósitos de fibra de vidro a partir de um modelo misto de RNA

Modelagem do comportamento à fadiga de compósitos de fibra de vidro a partir de um modelo misto de RNA

... Este trabalho consiste na elaboração de uma Rede Neural Artificial (RNA) com o fim de modelar o comportamento de compósitos quando submetidos a carregamento de fadiga. A proposta é desenvolver e apresentar um modelo ...

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DESIGN AND CONSTRUCTION OF MASSIVE DIGITAL ORTHOPHOTO MAP DATABASE IN CHINA

DESIGN AND CONSTRUCTION OF MASSIVE DIGITAL ORTHOPHOTO MAP DATABASE IN CHINA

... of multi-source and massive database of digital orthophoto maps, and constructed an example of DOM database primarily on the basis of domestic remoted images such as ZY-3 and ...

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