The regional model‐based Mesoscale Ensemble Prediction System, MEPS, at the Japan Meteorological Agency
Sign Up to like & getrecommendations! Published in 2020 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.3928
Abstract: The regional model‐based Mesoscale Ensemble Prediction System (MEPS) has been operational since June 2019 at the Japan Meteorological Agency (JMA). The primary objective of the newly operational MEPS is to provide uncertainty information for JMA's… read more here.
Keywords: prediction system; model; ensemble prediction; regional model ... See more keywords
Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1154-3
Abstract: Nowadays, telecom industry faces fierce competition in satisfying its customers. This competition thus requires an efficient churn prediction system to identify customers who are ready to quit. Such churn customers are then retained through addressing… read more here.
Keywords: churn; prediction system; telecom; prediction ... See more keywords
A performance modeling and analysis of a novel vehicular traffic flow prediction system using a hybrid machine learning-based model
Sign Up to like & getrecommendations! Published in 2020 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2020.102224
Abstract: Abstract Traffic prediction on the road, as a vital part of the Intelligent Transportation System (ITS) has attracted much attention recently. It is always one of the hot topics about how to implement an efficient,… read more here.
Keywords: prediction system; model; vehicular traffic; prediction ... See more keywords
Predicting lab values for gastrointestinal bleeding patients in the intensive care unit: A comparative study on the impact of comorbidities and medications
Sign Up to like & getrecommendations! Published in 2019 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2019.01.004
Abstract: Since a significant number of frequent laboratory blood tests are unnecessary and these tests may have complications, developing a system that could identify unnecessary tests is essential. In this paper, a value prediction approach is… read more here.
Keywords: bleeding patients; prediction system; gastrointestinal bleeding; prediction ... See more keywords
Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System
Sign Up to like & getrecommendations! Published in 2018 at "EBioMedicine"
DOI: 10.1016/j.ebiom.2017.11.032
Abstract: Background Seizure prediction can increase independence and allow preventative treatment for patients with epilepsy. We present a proof-of-concept for a seizure prediction system that is accurate, fully automated, patient-specific, and tunable to an individual's needs.… read more here.
Keywords: prediction system; system; deep learning; seizure prediction ... See more keywords
Fast Ice Prediction System (FIPS) for land-fast sea ice at Prydz Bay, East Antarctica: an operational service for CHINARE
Sign Up to like & getrecommendations! Published in 2020 at "Annals of Glaciology"
DOI: 10.1017/aog.2020.46
Abstract: Abstract A Fast Ice Prediction System (FIPS) was constructed and is the first regional land-fast sea-ice forecasting system for the Antarctic. FIPS had two components: (1) near-real-time information on the ice-covered area from MODIS and… read more here.
Keywords: prediction system; ice prediction; system; system fips ... See more keywords
Design and Analysis of a Prediction System About Influenza-Like Illness From the Latent Temporal and Spatial Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.3048946
Abstract: Influenza poses a significant risk to public health, as evidenced by the 2009 H1N1 pandemic which caused up to 203 000 deaths worldwide. Predicting the spatiotemporal information of disease in the incubation period is crucial… read more here.
Keywords: system; prediction system; temporal spatial; system influenza ... See more keywords
Develop an ADR prediction system of Chinese herbal injections containing Panax notoginseng saponin: a nested case–control study using machine learning
Sign Up to like & getrecommendations! Published in 2022 at "BMJ Open"
DOI: 10.1136/bmjopen-2022-061457
Abstract: Objective This study aimed to develop an adverse drug reactions (ADR) antecedent prediction system using machine learning algorithms to provide the reference for security usage of Chinese herbal injections containing Panax notoginseng saponin in clinical… read more here.
Keywords: system; prediction system; machine learning; panax notoginseng ... See more keywords
Adaptive Resource Utilization Prediction System for Infrastructure as a Service Cloud
Sign Up to like & getrecommendations! Published in 2017 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2017/4873459
Abstract: Infrastructure as a Service (IaaS) cloud provides resources as a service from a pool of compute, network, and storage resources. Cloud providers can manage their resource usage by knowing future usage demand from the current… read more here.
Keywords: prediction system; infrastructure service; system; service ... See more keywords
Deep Learning Neural Network Prediction System Enhanced with Best Window Size in Sliding Window Algorithm for Predicting Domestic Power Consumption in a Residential Building
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7216959
Abstract: Buildings are considered to be one of the world's largest consumers of energy. The productive utilization of energy will spare the accessible energy assets for the following ages. In this paper, we analyze and predict… read more here.
Keywords: consumption; prediction system; energy; deep learning ... See more keywords
A Drift-Free Decadal Climate Prediction System for the Community Earth System Model
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Climate"
DOI: 10.1175/jcli-d-18-0788.1
Abstract: Performance of a newly developed decadal climate prediction system is examined using the low-resolution Community Earth System Model (CESM). To identify key sources of predictability and determine the role of upper and deeper ocean data… read more here.
Keywords: prediction system; system; model; decadal climate ... See more keywords