When Good Fit Goes Bad: Identifying and Minimising Overfitting in Ecological Niche Models
ABSTRACT Aim To synthesise current understanding of overfitting as a pervasive and often underdiagnosed problem in correlative ecological niche models (ENMs), and to assess its consequences for model interpretation, generalisation and transferability under contemporary data and methodological practices. Location Worldwide.
Diana Sousa‐Guedes +4 more
wiley +1 more source
Explainable AI-enabled adaptive fuzzy MPPT and energy management for bifacial PV and battery-powered electric vehicle charging system. [PDF]
Tiwari VK +4 more
europepmc +1 more source
Multi‐Scale Decomposition for Skillful All‐Season MJO Prediction With Deep Learning
Abstract The Madden‐Julian Oscillation (MJO) is a key intraseasonal atmospheric pattern in the tropics, significantly influencing global weather and extreme events. Accurate subseasonal forecasts depend on reliable MJO prediction, and recent artificial intelligence (AI)‐based models have shown great promise for enhanced prediction of MJO index. However,
Miae Kim +5 more
wiley +1 more source
A MF-ConvLSTM-XAI model integrating multi-feature and fuzzy control for financial time series forecasting. [PDF]
Liu R, Yi S, Ablikim A, Song X.
europepmc +1 more source
Explainable artificial intelligence approaches for predicting depression by combining feature selection methods and machine learning classifiers. [PDF]
Kim MG +5 more
europepmc +1 more source
openaire +1 more source
Predicting plant stress using SAM-L: novel self-adaptive-meta learner with XAI based on soil moisture and chlorophyll analysis. [PDF]
Alsanoosy T, Malik JA.
europepmc +1 more source
Land and water governance and propoor mechanisms in the Mozambican part of the Limpopo basin: baseline study [PDF]
Ducrot, Raphaèle
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