Neural network models for time series forecasts

Static, Dynamic, and Hybrid Neural Networks in Forecasting Inflation

Computational Economics

Mining sales data using a neural network model of market response

ACM SIGKDD Explorations Newsletter

SVM Based Models for Predicting Foreign Currency Exchange Rates

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Demand forecast in a supermarket using a hybrid intelligent system

Design and application of hybrid intelligent systems

Bayesian neural networks for nonlinear time series forecasting

Statistics and Computing

The accuracy of a procedural approach to specifying feedforward neural networks for forecasting

Computers and Operations Research

Bayesian Analysis of Nonlinear Autoregression Models Based on Neural Networks

Neural Computation

An extended evaluation framework for neural network publications in sales forecasting

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Improved supply chain management based on hybrid demand forecasts

Applied Soft Computing

A neural network ensemble method with jittered training data for time series forecasting

Information Sciences: an International Journal

An investigation and comparison of artificial neural network and time series models for Chinese food grain price forecasting

Neurocomputing

Hybridization of intelligent techniques and ARIMA models for time series prediction

Fuzzy Sets and Systems

The relationship between market sentiment and equity premium: an artificial neural network analysis

International Journal of Electronic Finance

A comparison of neural network and multiple regression analysis in modeling capital structure

Expert Systems with Applications: An International Journal

Integrating GA-based time-scale feature extractions with SVMs for stock index forecasting

Expert Systems with Applications: An International Journal

A Sequential Hybrid Forecasting System for Demand Prediction

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

A New Approach for Next Day Load Forecasting Integrating Artificial Neural Network Model with Weighted Frequency Bin Blocks

Neural Information Processing

Improving artificial neural networks' performance in seasonal time series forecasting

Information Sciences: an International Journal

Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting

Expert Systems with Applications: An International Journal

A Meta heuristic approach for performance assessment of production units

Expert Systems with Applications: An International Journal

A hybrid simulation-adaptive network based fuzzy inference system for improvement of electricity consumption estimation

Expert Systems with Applications: An International Journal

Integrating Generalized Linear Auto-Regression and Artificial Neural Networks for Coal Demand Forecasting

ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks

Supplier selection based on a neural network model using genetic algorithm

IEEE Transactions on Neural Networks

Detection of Failures in Civil Structures Using Artificial Neural Networks

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

Input-variable specification for neural networks: an analysis of forecasting low and high time series frequency

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

The use of data mining and neural networks for forecasting stock market returns

Expert Systems with Applications: An International Journal

An improved training algorithm of neural networks for time series forecasting

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

An integrated artificial neural network algorithm for performance assessment and optimization of decision making units

Expert Systems with Applications: An International Journal

Integrating recurrent SOM with wavelet-based kernel partial least square regressions for financial forecasting

Expert Systems with Applications: An International Journal

Feature selection for time series prediction - A combined filter and wrapper approach for neural networks

Neurocomputing

Chaos-based support vector regressions for exchange rate forecasting

Expert Systems with Applications: An International Journal

An Integrated Artificial Neural Network Fuzzy C-Means-Normalization Algorithm for performance assessment of decision-making units: The cases of auto industry and power plant

Computers and Industrial Engineering

An intelligent forecasting model based on robust wavelet ν-support vector machine

Expert Systems with Applications: An International Journal

Forecasting stock indices using radial basis function neural networks optimized by artificial fish swarm algorithm

Knowledge-Based Systems

Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method

Neurocomputing

An integrated artificial neural network-genetic algorithm clustering ensemble for performance assessment of decision making units

Journal of Intelligent Manufacturing

Forecasting tourism demand using ANFIS for assuaring successful strategies in the view of sustainable development in the tourism sector

EE'07 Proceedings of the 2nd IASME/WSEAS international conference on Energy and environment

Short-term sales forecasting with change-point evaluation and pattern matching algorithms

Expert Systems with Applications: An International Journal

Forecast combination in industrial series: A comparison between individual forecasts and its combinations with and without correlated errors

Expert Systems with Applications: An International Journal

A Radial Basis Function Approach To Earnings Forecast

International Journal of Intelligent Systems in Accounting and Finance Management

Improved estimation of electricity demand function by using of artificial neural network, principal component analysis and data envelopment analysis

Computers and Industrial Engineering

Metamodeling of simulations consisting of time series inputs and outputs

Proceedings of the Winter Simulation Conference

A demand forecast model using a combination of surrogate data analysis and optimal neural network approach

Decision Support Systems