Machine learning approach for higher-order interactions detection to ecological communities management
From MaRDI portal
Publication:2245975
DOI10.1016/j.amc.2021.126499OpenAlexW3185255026MaRDI QIDQ2245975
María Evarista Arellano-García, José Ariel Camacho-Gutiérrez, Selene Solorza-Calderón
Publication date: 15 November 2021
Published in: Applied Mathematics and Computation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.amc.2021.126499
Biology and other natural sciences (92-XX) Genetics and population dynamics (92Dxx) Nonparametric inference (62Gxx)
Uses Software
Cites Work
- Greedy function approximation: A gradient boosting machine.
- Global dynamics for Lotka-Volterra systems with infinite delay and patch structure
- Estimation of prediction error by using \(K\)-fold cross-validation
- Dispersal strategies in patchy environments
- Diversity in interaction strength promotes rich dynamical behaviours in a three-species ecological system
- Optimality for a diffusive predator-prey system in a spatially heterogeneous environment incorporating a prey refuge
- Threshold behavior of a stochastic predator-prey system with prey refuge and fear effect
- Modeling and simulation of large-scale systems: a systematic comparison of modeling paradigms
- Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
- An Introduction to Statistical Learning
- A Primer of Ecology with R
This page was built for publication: Machine learning approach for higher-order interactions detection to ecological communities management