Sea level prediction using ARIMA, SVR and LSTM neural network: assessing the impact of ensemble Ocean-Atmospheric processes on models’ accuracy
Sign Up to like & getrecommendations! Published in 2021 at "Geomatics, Natural Hazards and Risk"
DOI: 10.1080/19475705.2021.1887372
Abstract: This study aims to integrate a broad spectrum of ocean-atmospheric variables to predict sea level variation along West Peninsular Malaysia coastline using machine learning and deep learning techniq... read more here.
Keywords: using arima; sea level; prediction using; ocean atmospheric ... See more keywords
Disordered Function Conjunction: On the In-Silico Function Annotation of Intrinsically DisorderedRegions
Sign Up to like & getrecommendations! Published in 2020 at "Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing"
DOI: 10.1142/9789811215636_0016
Abstract: Intrinsically disorder regions (IDRs) lack a stable structure, yet perform biological functions. The functions of IDRs include mediating interactions with other molecules, including proteins, DNA, or RNA and entropic functions, including domain linkers. Computational predictors… read more here.
Keywords: residue level; level; level function; function ... See more keywords
Blood Glucose Level Prediction for Diabetics Based on Nutrition and Insulin Administration Logs Using Personalized Mathematical Models
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DOI: 10.1155/2019/8605206
Abstract: According to recent surveys, the current ways of diabetics trying to estimate their insulin need based on experience and conjecture are sometimes inefficient in practice. This paper proposes a prediction algorithm and presents the validation… read more here.
Keywords: prediction diabetics; glucose level; blood glucose; level prediction ... See more keywords
The applicability of ASCS_LSTM_ATT model for water level prediction in small- and medium-sized basins in China
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Hydroinformatics"
DOI: 10.2166/hydro.2020.043
Abstract: Water level prediction of smalland medium-sized rivers plays an important role in water resource management and flood control. Such a prediction is concentrated in the flood season because of the frequent occurrence of flood disasters… read more here.
Keywords: water; medium sized; water level; prediction ... See more keywords