Search Results - subject:"Multilayer Perceptron"

Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting

Dudek, Grzegorz - In: International journal of forecasting 32 (2016) 3, pp. 1057-1060

Persistent link: https://www.econbiz.de/10011621994

Reducing overreliance on sovereign credit ratings : which model serves better?

Ozturk, Huseyin; Namli, Ersin; Erdal, Halil İbrahim - In: Computational economics 48 (2016) 1, pp. 59-81

Persistent link: https://www.econbiz.de/10011646590

Insurability Challenges Under Uncertainty: An Attempt to Use the Artificial Neural Network for the Prediction of Losses from Natural Disasters

Jemli, Rim; Chtourou, Nouri; Feki, Rochdi - In: Panoeconomicus 57 (2010) 1, pp. 43-60

use the multilayer perceptron neural network, the most accommodated to the prediction task. In fact, if we provide the …

Persistent link: https://www.econbiz.de/10008554103

A Neural Network Model for Time-Series Forecasting

Morariu, Nicolae; Iancu, Eugenia; Vlad, Sorin - In: Journal for Economic Forecasting (2009) 4, pp. 213-223

: pattern recognition and multilayer perceptron. The paper also presents the REFORME software written by the authors and the …

Persistent link: https://www.econbiz.de/10008561097

CPV module electric characterisation by artificial neural networks

García-Domingo, B.; Piliougine, M.; Elizondo, D.; … - In: Renewable Energy 78 (2015) C, pp. 173-181

performance. In this work, multilayer perceptron models are applied to generate I–V characteristic curves of one of the most …

Persistent link: https://www.econbiz.de/10011208719

Trading and hedging the corn/ethanol crush spread using time-varying leverage and nonlinear models

Dunis, Christian; Laws, Jason; Middleton, Peter W.; … - In: The European journal of finance 21 (2015) 4/6, pp. 352-375

Persistent link: https://www.econbiz.de/10010528977

Improving retail banking loans recovery via data mining techniques : a case study from Indian market

Ravi, Vadlamani; Koparkar, Sagar; Raju, N. Prudhvi; … - In: International journal of electronic customer … 9 (2015) 2/3, pp. 189-201

Persistent link: https://www.econbiz.de/10011586459

Modeling of global horizontal irradiance in the United Arab Emirates with artificial neural networks

Hejase, Hassan A.N.; Al-Shamisi, Maitha H.; Assi, Ali H. - In: Energy 77 (2014) C, pp. 542-552

This paper employs ANN (Artificial Neural Network) models to estimate GHI (global horizontal irradiance) for three major cities in the UAE (United Arab Emirates), namely Abu Dhabi, Dubai and Al-Ain. City data are then used to develop a comprehensive global GHI model for other nearby locations in...

Persistent link: https://www.econbiz.de/10011077707

Predicting Water Level Fluctuations in Lake Michigan-Huron Using Wavelet-Expert System Methods

Altunkaynak, Abdüsselam - In: Water Resources Management 28 (2014) 8, pp. 2293-2314

sustainability, recreation, and economic development. In this study, wavelet transform, fuzzy logic and multilayer perceptron …, stand-alone multilayer perceptron combined wavelet-fuzzy and combined wavelet-multilayer perceptron models in order to … quite accurately. In comparison, the combined wavelet-fuzzy logic and combined wavelet-multilayer perceptron models …

Persistent link: https://www.econbiz.de/10010998069

Estimating Daily Pan Evaporation Using Different Data-Driven Methods and Lag-Time Patterns

Kim, Sungwon; Shiri, Jalal; Kisi, Ozgur; Singh, Vijay - In: Water Resources Management 27 (2013) 7, pp. 2267-2286

This study develops three neural networks models for estimating daily pan evaporation (PE) in South Korea: multilayer … perceptron-neural networks model (MLP-NNM), generalized regression neural networks model (GRNNM), and adaptive neuro …

Persistent link: https://www.econbiz.de/10010794773