AIMC Topic: Forecasting

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Big data and artificial intelligence in cancer research.

Trends in cancer Nov 15, 2023
The field of oncology has witnessed an extraordinary surge in the application of big data and artificial intelligence (AI). AI development has made multiscale and multimodal data fusion and analysis possible. A new era of extracting information from ...
Humans Artificial Intelligence Neoplasms Big Data Forecasting
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Advances, challenges, and future research needs in machine learning-based crash prediction models: A systematic review.

Accident; analysis and prevention Nov 15, 2023
Accurately modelling crashes, and predicting crash occurrence and associated severities are a prerequisite for devising countermeasures and developing effective road safety management strategies. To this end, crash prediction modelling using machine ...
Accidents, Traffic Machine Learning Safety Management Algorithms Forecasting Humans
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Development and performance comparison of optimized machine learning-based regression models for predicting energy-related carbon dioxide emissions.

Environmental science and pollution research international Nov 15, 2023
Accurate prediction of CO emissions for the countries has become a crucial task in decision-making processes for planning energy conversion and usage, supporting the design of effective emissions reduction strategies, and helping to achieve the goal ...
Carbon Dioxide Bayes Theorem Forecasting Machine Learning
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Deep learning precipitation prediction models combined with feature analysis.

Environmental science and pollution research international Nov 14, 2023
Precise rainfall forecasting modeling assumes a pivotal role in water resource planning and management. Conducting a comprehensive analysis of the rainfall time series and making appropriate adjustments to the forecast model settings based on the cha...
Forecasting China Mutation Deep Learning Computer Simulation Meteorology
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Artificial intelligence and the orthopaedic surgeon: A review of the literature and potential applications for future practice: Current concepts.

Journal of ISAKOS : joint disorders & orthopaedic sports medicine Nov 8, 2023
Forecasting Algorithms Humans Orthopedic Surgeons Artificial Intelligence
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Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting.

Neural networks : the official journal of the International Neural Network Society Nov 8, 2023
In this paper, we propose a new short-term load forecasting (STLF) model based on contextually enhanced hybrid and hierarchical architecture combining exponential smoothing (ES) and a recurrent neural network (RNN). The model is composed of two simul...
Models, Statistical Algorithms Forecasting Machine Learning Neural Networks, Computer
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A model to forecast the two-year variation of subjective wellbeing in the elderly population.

BMC medical informatics and decision making Nov 8, 2023
BACKGROUND: The ageing global population presents significant public health challenges, especially in relation to the subjective wellbeing of the elderly. In this study, our aim was to investigate the potential for developing a model to forecast the ...
Forecasting Aged Machine Learning Humans Logistic Models Random Forest Middle Aged Aging
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Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing.

Neural networks : the official journal of the International Neural Network Society Nov 7, 2023
Recent work has shown that machine learning (ML) models can skillfully forecast the dynamics of unknown chaotic systems. Short-term predictions of the state evolution and long-term predictions of the statistical patterns of the dynamics ("climate") c...
Machine Learning Neural Networks, Computer Computers Forecasting
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A cluster-based ensemble approach for congenital heart disease prediction.

Computer methods and programs in biomedicine Nov 7, 2023
BACKGROUND: One of the most prevalent birth disorders is congenital heart diseases (CHD). Although CHD risk factors have been the subject of numerous studies, their propensity to cause CHD has not been tested. Particularly few research has attempted ...
Forecasting Humans Heart Defects, Congenital Cross-Sectional Studies Random Forest Machine Learning
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What More Can We Ask of Robotics?

European urology Oct 31, 2023
The future of robotics relies heavily on the ongoing synergy between robotic surgery and artificial intelligence. To unlock their full potential, we should address issues such as accessibility, education, data privacy, and ethics.
Robotics Artificial Intelligence Robotic Surgical Procedures Forecasting Humans
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