AIMC Topic: Forecasting

Clear Filters Showing 171 to 180 of 1543 articles

Artificial neural networks as a tool for seasonal forecast of attack intensity of Spodoptera spp. in Bt soybean.

International journal of biometeorology Aug 13, 2024
Soybean (Glycine max) is the world's most cultivated legume; currently, most of its varieties are Bt. Spodoptera spp. (Lepidoptera: Noctuidae) are important pests of soybean. An artificial neural network (ANN) is an artificial intelligence tool that ...
Animals Neural Networks, Computer Spodoptera Seasons Larva Forecasting Weather Glycine max Plants, Genetically Modified
View on PubMed DOI

Elevating hourly PM forecasting in Istanbul, Türkiye: Leveraging ERA5 reanalysis and genetic algorithms in a comparative machine learning model analysis.

Chemosphere Aug 13, 2024
Rapid urbanization and industrialization have intensified air pollution, posing severe health risks and necessitating accurate PM predictions for effective urban air quality management. This study distinguishes itself by utilizing high-resolution ERA...
Air Pollutants Air Pollution Particulate Matter Seasons Turkey Forecasting Linear Models Cities Machine Learning Environmental Monitoring Algorithms
View on PubMed DOI

Examining optimized machine learning models for accurate multi-month drought forecasting: A representative case study in the USA.

Environmental science and pollution research international Aug 13, 2024
The Colorado River has experienced a significant streamflow reduction in recent decades due to climate change, resulting in pronounced hydrological droughts that pose challenges to the environment and human activities. However, current models struggl...
Climate Change Droughts Machine Learning Forecasting United States Models, Theoretical Rivers
View on PubMed DOI

Forecasting and analyzing influenza activity in Hebei Province, China, using a CNN-LSTM hybrid model.

BMC public health Aug 12, 2024
BACKGROUND: Influenza, an acute infectious respiratory disease, presents a significant global health challenge. Accurate prediction of influenza activity is crucial for reducing its impact. Therefore, this study seeks to develop a hybrid Convolution ...
Sentinel Surveillance Deep Learning China Influenza, Human Forecasting Retrospective Studies Humans Neural Networks, Computer
View on PubMed DOI

Long-term trend forecast of chlorophyll-a concentration over eutrophic lakes based on time series decomposition and deep learning algorithm.

The Science of the total environment Aug 10, 2024
Long-term trend forecast of chlorophyll-a concentration (Chla) holds significant implications for eutrophication management and pollution control planning on lakes, especially under the background of climate change. However, it is a challenging task ...
Forecasting Eutrophication Lakes Seasons Climate Change Chlorophyll Deep Learning China Environmental Monitoring Chlorophyll A
View on PubMed DOI

Improving ED admissions forecasting by using generative AI: An approach based on DGAN.

Computer methods and programs in biomedicine Aug 8, 2024
BACKGROUND AND OBJECTIVE: Generative Deep Learning has emerged in recent years as a significant player in the Artificial Intelligence field. Synthesizing new data while maintaining the features of reality has revolutionized the field of Deep Learning...
Humans Neural Networks, Computer Artificial Intelligence Deep Learning Algorithms Emergency Service, Hospital Forecasting Patient Admission Reproducibility of Results
View on PubMed DOI

[Healthcare 4.0-Medicine in transition].

Herz Aug 8, 2024
Healthcare 4.0 describes the future transformation of the healthcare sector driven by the combination of digital technologies, such as artificial intelligence (AI), big data and the Internet of Medical Things, enabling the advancement of precision me...
Precision Medicine Robotics Telemedicine Germany Cardiology Artificial Intelligence Humans Forecasting Delivery of Health Care
View on PubMed DOI

Stress Classification and Vital Signs Forecasting for IoT-Health Monitoring.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
Health monitoring embedded with intelligence is the demand of the day. In this era of a large population with the emergence of a variety of diseases, the demand for healthcare facilities is high. Yet there is scarcity of medical experts, technicians ...
Stress, Physiological Young Adult Algorithms Vital Signs Humans Adult Machine Learning Forecasting Middle Aged Male Female Monitoring, Physiologic Internet of Things
View on PubMed DOI

[Not Available].

Zentralblatt fur Chirurgie Aug 7, 2024
Germany Artificial Intelligence Forecasting Robotic Surgical Procedures Humans
View on PubMed DOI

From Policy to Prediction: Assessing Forecasting Accuracy in an Integrated Framework with Machine Learning and Disease Models.

Journal of computational biology : a journal of computational molecular cell biology Aug 2, 2024
To improve the forecasting accuracy of the spread of infectious diseases, a hybrid model was recently introduced where the commonly assumed constant disease transmission rate was actively estimated from enforced mitigating policy data by a machine le...
Humans Canada Machine Learning COVID-19 United States Forecasting Bayes Theorem SARS-CoV-2
View on PubMed DOI
Popular Topics
Recent Journals