AIMC Topic: Forecasting

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Forecasting of compound ocean-fluvial floods using machine learning.

Journal of environmental management Jun 13, 2024
Flood modelling and forecasting can enhance our understanding of flood mechanisms and facilitate effective management of flood risk. Conventional flood hazard and risk assessments usually consider one driver at a time, whether it is ocean, fluvial or...
Neural Networks, Computer Machine Learning Forecasting Models, Theoretical Floods Support Vector Machine Oceans and Seas Rivers
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Research on machine learning hybrid framework by coupling grid-based runoff generation model and runoff process vectorization for flood forecasting.

Journal of environmental management Jun 12, 2024
One of the important non-engineering measures for flood forecasting and disaster reduction in watersheds is the application of machine learning flood prediction models, with Long Short-Term Memory (LSTM) being one of the most representative time seri...
Floods Water Movements Rivers Neural Networks, Computer Machine Learning Forecasting Models, Theoretical
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A GA-stacking ensemble approach for forecasting energy consumption in a smart household: A comparative study of ensemble methods.

Journal of environmental management Jun 12, 2024
The considerable amount of energy utilized by buildings has led to various environmental challenges that adversely impact human existence. Predicting buildings' energy usage is commonly acknowledged as encouraging energy efficiency and enabling well-...
Cluster Analysis Decision Trees Forecasting Family Characteristics Humans Neural Networks, Computer Machine Learning Algorithms
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The Future of Urology: From Carbon Footprint to Artificial Intelligence.

The Journal of urology Jun 7, 2024
Forecasting Urology Humans Artificial Intelligence Carbon Footprint
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Future applications of artificial intelligence in primary care.

BMJ (Clinical research ed.) Jun 5, 2024
Artificial Intelligence Humans Primary Health Care Forecasting
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Research on runoff process vectorization and integration of deep learning algorithms for flood forecasting.

Journal of environmental management Jun 4, 2024
Accurate multi-step ahead flood forecasting is crucial for flood prevention and mitigation efforts as well as optimizing water resource management. In this study, we propose a Runoff Process Vectorization (RPV) method and integrate it with three Deep...
Floods Models, Theoretical Algorithms Rivers Forecasting Deep Learning
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Optimizing surgical efficiency: a critical appraisal of machine learning in forecasting operative duration for metabolic and bariatric procedures.

International journal of surgery (London, England) Jun 1, 2024
Operative Time Humans Bariatric Surgery Machine Learning Forecasting
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Enhancement of ANN-based wind power forecasting by modification of surface roughness parameterization over complex terrain.

Journal of environmental management May 31, 2024
Wind energy plays an important role in the sustainable energy transition towards a low-carbon society. Proper assessment of wind energy resources and accurate wind energy prediction are essential prerequisites for balancing electricity supply and dem...
Models, Theoretical Forecasting Weather Neural Networks, Computer Wind
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Verbal behavior and the future of social science.

The American psychologist May 30, 2024
Natural language processing (NLP)-previously the domain of a select few language and computer scientists-is undergoing an unprecedented surge in popularity across disciplines. The ubiquity of language data, alongside extremely rapid methodological in...
Verbal Behavior Natural Language Processing Social Sciences Humans Forecasting
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Forecasting fish mortality from water and air quality data using deep learning models.

Journal of environmental quality May 29, 2024
The high rate of aquatic mortality incidents recorded in Taiwan and worldwide is creating an urgent demand for more accurate fish mortality prediction. Present study innovatively integrated air and water quality data to measure water quality degradat...
Forecasting Fishes Environmental Monitoring Water Quality Taiwan Bayes Theorem Animals Deep Learning
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