- Controllable Probabilistic Forecasting with Stochastic Decomposition Layers
2025/12/21 by John S. Schreck, William E. Chapman, Schreck, John S. +17 · 1 voice · 1 citation
Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Calibration #Climate variability and models #Ensemble forecasting #Forcing (mathematics) #Interpretability #Mesoscale meteorology #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Noise (video) #Probabilistic forecasting #Probabilistic logic #Uncertainty quantification
- AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score
2024/12/20 by Simon Lang, Lang, Simon, Mihai Alexe +39 · 4 voices · 39 citations
Decision Sciences · Mathematics · #Artificial intelligence #Computer science #Econometrics #Ensemble forecasting #Forecasting Techniques and Applications #Mathematics #Statistics
- Comparing trained and untrained probabilistic ensemble forecasts of COVID-19 cases and deaths in the United States
2022/07/01 by Evan L. Ray, Evan L Ray, Logan Brooks +16 · 1 citation
Decision Sciences · Mathematics · Medicine · #2019-20 coronavirus outbreak #Actuarial science #Artificial intelligence #COVID-19 epidemiological studies #Component (thermodynamics) #Computer science #Coronavirus disease 2019 (COVID-19) #Data-Driven Disease Surveillance #Econometrics #Economics #Ensemble forecasting #Forecasting Techniques and Applications #Key (lock) #Medicine #Probabilistic forecasting #Probabilistic logic
- Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code
2021/10/08 by Roozbeh Valavi, Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort +1 · 110 citations
Environmental Science · Mathematics · #Artificial intelligence #Benchmark (surveying) #Cartography #Code (set theory) #Computer science #Contrast (vision) #Data mining #Data set #Ecology #Ecology and Vegetation Dynamics Studies #Ensemble forecasting #Ensemble learning #Environmental niche modelling #Field (mathematics) #Geography #Machine learning #Mathematics #Predictive modelling #Random forest #Rank (graph theory) #Set (abstract data type) #Species Distribution and Climate Change #Support vector machine #Wildlife Ecology and Conservation
- Ensemble deep learning: A review
2021/04/30 by M.A. Ganaie, M. A. Ganaie, Minghui Hu +5 · 56 citations
Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Artificial intelligence #Boosting (machine learning) #Computer science #Deep learning #Domain Adaptation and Few-Shot Learning #Ensemble forecasting #Ensemble learning #Generalization #Machine Learning and ELM #Machine learning #Mathematics
- P-126 診断,治療に難渋したヒルシュスプルング病,腸回転異常症,無脾症候群を合併した1例(ポスター ヒルシュスプルング病・類縁疾患1,Better Life for Sick Children, Better Future for Pediatric Surgery,第45回日本小児外科学会学術集会)
2008/05/20 by Maria M. Robinson, Timothy F. Brady, 洋志 荒井 +8 · 9 citations
Computer Science · Medicine · Neuroscience · Psychology · #Artificial intelligence #Cognition #Computational model #Computer science #Ensemble forecasting #Feature (linguistics) #Leverage (statistics) #Machine learning #Medicine #Multiple Models #Neural dynamics and brain function #Pediatric surgery #Pediatrics #Perception #Psychology #Set (abstract data type) #Sick child #Stoma care and complications #Surgery #Task (project management) #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- Full-process modeling and optimization of slag-centrifugal granulation via integrated computational fluid dynamics and ensemble learning algorithms
2026/07/24 by Xiangyu Song, Shuoyang Wang, S K Wang +3
Engineering · #Computational fluid dynamics #Dynamics (music) #Ensemble forecasting #Ensemble learning #Granular flow and fluidized beds #Granulation #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding #Optimization algorithm