A novel method for training neural networks for time-series prediction in environmental systems

Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks

Julian D. Olden, Donald A. Jackson · Ecological Modelling · 2002 · 1.2K citations

Computing, Computer Science, Data Science +16

Artificial neural networks as a tool in ecological modelling, an introduction

Sovan Lek, Jean‐François Guégan · Ecological Modelling · 1999 · 879 citations

Natural Sciences, Ecology, Environmental Sciences +14

Short term streamflow forecasting using artificial neural networks

Cameron M. Zealand, Donald H. Burn, Slobodan P. Simonović · Journal of Hydrology · 1999 · 521 citations

Natural Resources, Computer Science, Hydrology +13

Forecasting S&P 500 stock index futures with a hybrid AI system

Yenshan Hsu, Charles C. Lai · Decision Support Systems · 1998 · 220 citations

Computing, Computer Science, Finance +16

Case studies on the use of neural networks in eutrophication modeling

Cüneyt Karul, Selçuk Soyupak, Ahmet F. Çilesiz et al. · Ecological Modelling · 2000 · 193 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +15