Crop yield forecasting using artificial neural networks: A comparison between spatial and temporal models

WW Guo, H Xue - Mathematical Problems in Engineering, 2014 - Wiley Online Library
Our recent study using historic data of wheat yield and associated plantation area, rainfall,
and temperature has shown that incorporating statistics and artificial neural networks can …

Incorporating statistical and neural network approaches for student course satisfaction analysis and prediction

WW Guo - Expert Systems with Applications, 2010 - Elsevier
Students' perception on course satisfaction through student surveys has become more
influential in institutional operations because their experience in study may affect not only …

Improved Zhang neural network model and its solution of time-varying generalized linear matrix equations

Z Li, Y Zhang - Expert Systems with Applications, 2010 - Elsevier
In this paper, a class of Zhang neural networks (ZNNs) are developed and analyzed on
convergence properties. Different from conventional gradient-based neural networks …

Mineral deposit grade assessment using a hybrid model of kriging and generalized regression neural network

RK Singh, D Ray, BC Sarkar - Neural Computing and Applications, 2022 - Springer
Artificial neural networks are powerful global approximators for mineral grade assessment.
The techniques are capable of retaining nonlinearity and spatial heterogeneity of a feature …

A novel application of neural networks for instant iron-ore grade estimation

WW Guo - Expert Systems with Applications, 2010 - Elsevier
The inverse problem of magnetic petrophysics is to determine magnetic contents of
rocks/ores provided with their susceptibility readings already known. This has not been …

[图书][B] Advanced mathematics for engineering and applied sciences

WW Guo, Y Wang - 2019 - researchgate.net
This book has been written as a designated textbook for university students studying
engineering and some areas of applied sciences to continue knowledge building in …

[HTML][HTML] Magnetic mineralogical characteristics of Hamersley iron ores in Western Australia

WW Guo - Journal of Applied Mathematics and Physics, 2015 - scirp.org
This paper presents the research outcomes of a magnetic mineralogical study on Hamersley
iron ores. Thermal magnetic analysis shows that typical high-grade martite-microplaty …

Supply chain flexibility assessment by multivariate regression and neural networks

AS Jeeva, WW Guo - Advances in Neural Network Research and …, 2010 - Springer
This paper compares two vastly different methods of analysis–multiple regression and
neural networks, in supply chain flexibility assessment. Data of manufacturing firms …

Simulating wheat yield in New South Wales of Australia using interpolation and neural networks

WW Guo, LD Li, G Whymark - … 2010, Sydney, Australia, November 22-25 …, 2010 - Springer
Accurate modeling of wheat production in advance provides wheat growers, traders, and
governmental agencies with a great advantage in planning the distribution of wheat …

Quantitative and intelligent methods for economic forecasts (birth rate time series (Ntl))

K Zela - ORAȘE INTELIGENTE ȘI DEZVOLTARE REGIONALĂ, 2024 - ceeol.com
The models proposed in the field of time series forecasting are numerous. However,
accurate forecasting is still one of the main challenging problems faced by decision makers …