AIMC Topic: Forecasting

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Comparing machine learning methods for predicting land development intensity.

PloS one Apr 5, 2023
Land development intensity is a comprehensive indicator to measure the degree of saving and intensive land construction and economic production activities. It is also the result of the joint action of natural, social, economic, and ecological element...
Computer Simulation Random Forest Algorithms Forecasting Machine Learning
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Comment on 'study and validation of an explainable machine learning-based mortality prediction following emergency surgery in the elderly: a prospective observational study'.

International journal of surgery (London, England) Apr 1, 2023
Prospective Studies Humans Aged Surgical Procedures, Operative Machine Learning Emergencies Mortality Forecasting Observational Studies as Topic
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Enhanced rainfall prediction performance via hybrid empirical-singular-wavelet-fuzzy approaches.

Environmental science and pollution research international Mar 28, 2023
Rainfall is a vital process in the hydrological cycle of the globe. Accessing reliable and accurate rainfall data is crucial for water resources operation, flood control, drought warning, irrigation, and drainage. In the present study, the main objec...
Fuzzy Logic Floods Forecasting Hydrology Water Resources
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Introduction to Radiomics and Artificial Intelligence: A Primer for Radiologists.

Seminars in roentgenology Mar 22, 2023
Health informatics and artificial intelligence (AI) are expected to transform the healthcare enterprise and the future practice of radiology. There is an increasing body of literature on radiomics and deep learning/AI applications in medical imaging....
Radiologists Radiology Forecasting Humans Radiography Artificial Intelligence
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An overview and a roadmap for artificial intelligence in hematology and oncology.

Journal of cancer research and clinical oncology Mar 15, 2023
BACKGROUND: Artificial intelligence (AI) is influencing our society on many levels and has broad implications for the future practice of hematology and oncology. However, for many medical professionals and researchers, it often remains unclear what A...
Hematology Medical Oncology Humans Artificial Intelligence Forecasting
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Forecasting and Optimizing Dual Media Filter Performance via Machine Learning.

Water research Mar 12, 2023
Four different machine learning algorithms, including Decision Tree (DT), Random Forest (RF), Multivariable Linear Regression (MLR), Support Vector Regressions (SVR), and Gaussian Process Regressions (GPR), were applied to predict the performance of ...
Linear Models Forecasting Reproducibility of Results Machine Learning Algorithms
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Analysis and forecasting of national marine litter based on coastal data in South Korea from 2009 to 2021.

Marine pollution bulletin Mar 11, 2023
In this study, statistical analysis and forecasting were performed using coastal litter data of Korea. The analysis indicated that rope and vinyl accounted for the highest proportion of coastal litter items. The statistical analysis of the national c...
Waste Products Bathing Beaches Plastics Seasons Forecasting Republic of Korea Time Factors Environmental Monitoring Neural Networks, Computer
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Potential Use of Chat GPT in Global Warming.

Annals of biomedical engineering Mar 1, 2023
Climate change is a major global challenge that requires the integration of many different scientific disciplines, including atmospheric science, oceanography, and ecology. The complexity and scale of the problem require sophisticated tools and techn...
Climate Change Global Warming Artificial Intelligence Forecasting
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A new rainfall prediction model based on ICEEMDAN-WSD-BiLSTM and ESN.

Environmental science and pollution research international Mar 1, 2023
Precipitation, as an important indicator describing the evolution of the regional climate system, plays an important role in understanding the spatial and temporal distribution characteristics of regional precipitation. Scientific and accurate predic...
Weather Floods Neural Networks, Computer Rain Climate Droughts Forecasting
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Putting the Personalized Metabolic Avatar into Production: A Comparison between Deep-Learning and Statistical Models for Weight Prediction.

Nutrients Feb 27, 2023
Nutrition is a cross-cutting sector in medicine, with a huge impact on health, from cardiovascular disease to cancer. Employment of digital medicine in nutrition relies on digital twins: digital replicas of human physiology representing an emergent s...
Models, Statistical Nutritional Status Forecasting Deep Learning Humans Neural Networks, Computer
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