A hybrid prediction approach for road tunnel traffic based on spatial-temporary data fusion
Sign Up to like & getrecommendations! Published in 2018 at "Applied Intelligence"
DOI: 10.1007/s10489-018-1339-3
Abstract: In this paper, we propose a hybrid prediction model based on spatial-temporal data fusion to predict future tunnel traffic. Our approach consists of a local predictor, a global predictor, an outlier predictor, and a prediction… read more here.
Keywords: traffic; tunnel traffic; predictor; prediction ... See more keywords
A Hybrid Prediction Model Integrating Artificial Intelligence and Geospatial Analysis for Disaster Management
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DOI: 10.1109/access.2025.3545449
Abstract: A natural or man-made disaster must be predicted accurately and in time. Advanced modelling is essential to predict increasingly frequent and intense natural events, enabling better response and recovery strategies. Hybrid machine learning is used… read more here.
Keywords: disaster; hybrid prediction; analysis; machine learning ... See more keywords
A Hybrid Prediction Model for Wind–Solar Power Generation with Hyperparameter Optimization and Application in Building Heating Systems
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DOI: 10.3390/buildings15183367
Abstract: Accurate prediction of photovoltaic and wind power generation is essential for maintaining stable energy supply in integrated energy systems. However, the strong stochasticity and complex fluctuations in these energy sources pose significant challenges to forecasting.… read more here.
Keywords: hybrid prediction; energy; prediction; model ... See more keywords
Hybrid Prediction in Horticulture Crop Breeding: Progress and Challenges
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DOI: 10.3390/plants13192790
Abstract: In the context of rapidly increasing population and diversified market demands, the steady improvement of yield and quality in horticultural crops has become an urgent challenge that modern breeding efforts must tackle. Heterosis, a pivotal… read more here.
Keywords: horticulture; hybrid prediction; prediction horticulture; horticulture crop ... See more keywords