Accurate Dissolved Oxygen Prediction for Aquaculture Using Stacked Ensemble Machine Learning Model

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho · Applied Soft Computing · 2019 · 520 citations

Computing, Data Science, Forecasting +12

Aquatic food security: insights into challenges and solutions from an analysis of interactions between fisheries, aquaculture, food safety, human health, fish and human welfare, economy and environment

Simon Jennings, Grant D. Stentiford, Ana Leocádio et al. · Fish and Fisheries · 2016 · 381 citations · Full text

Natural Resources, Fisheries, Nutrition +17

Using Stacking Approaches for Machine Learning Models

Bohdan M. Pavlyshenko · 2018 · 357 citations

Computing, Computer Science, Forecasting +15

Machine-Learning Models for Sales Time Series Forecasting

Bohdan M. Pavlyshenko · Data · 2019 · 232 citations · Full text

Computing, Business Analytics, Data Science +16

Light Gradient Boosting Machine for General Sentiment Classification on Short Texts: A Comparative Evaluation

Fatimah Alzamzami, Mohamad Hoda, Abdulmotaleb El Saddik · IEEE Access · 2020 · 174 citations · Full text

Computing, Computer Science, Machine Learning +16