ARTIFICIAL INTELLIGENCE DEEP LEARNING MODELS VALUE AT RISK OIL PRODUCTION RECURRENT NEURAL NETWORK SOLAR FLARES IMBALANCED DATASET DATA STREAMS DYNAMIC FUZZY SYSTEMS DATA-DRIVEN MODELS PERIODIC AUTOREGRESSIVE RISK ANALYSIS SOLAR DATA FIS ENSEMBLES SPACE WEATHER ECONOMIA CRIATIVA EXTREME LEARNING MACHINES MACHINE LEARNING EVOLVING FUZZY MODELLING NEURAL NETWORK TIME SERIES ANALYSIS NEUROFUZZY NETWORK MAGNETOGRAM CLASS IMBALANCE ELECTRIC ENERGY DEMAND FUZZY INFERENCE SYSTEMS X-RAY FLUX HIGH-PERFORMANCE COMPUTING SARIMA INOVAÇÃO DEEP LEARNING TIME SERIES FORECASTING SUNSPOTS APRENDIZADO DE MÁQUINA BIDDING MODERATE RESOLUTION IMAGE SPECTRORADIOMETER BENCHMARKING ELECTRICITY SPOT MARKETS TRANSFORMERS TIME SERIES OPTIMIZATION VEGETATION INDEX BAYESIAN MODELS TIME SERIES MODELS ACTIVE REGIONS NEURAL FUZZY NETWORK NEURAL NETWORKS DATA-LIMITED STATISTICAL MODEL CLUSTERING ALGORITHMS COFFEA ARABICA L