Results 11 to 20 of about 17,776,929 (243)
Intermittent Time Series Demand Forecasting Using Dual Convolutional Neural Networks [PDF]
MendelForecasting intermittent demands is challenging due to their irregular and unpredictable demand pattern. This makes the businesses unprepared for upcoming demands, where the conventional methods often fail to predict the demand occurrence pattern ...
Sina Mirshahi +2 more
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Intermittent demand forecasts with neural networks [PDF]
, 2013 Intermittent demand appears when demand events occur only sporadically. Typically such time series have few observations making intermittent demand forecasting challenging.
Kourentzes, Nikolaos
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The effects of integrating management judgement into intermittent demand forecasts [PDF]
, 2009 Empirical research suggests that quantitatively derived forecasts are very frequently judgementally adjusted. Nevertheless, little work has been conducted to evaluate the performance of these judgemental adjustments in a practical demand/sales context ...
Goodwin, Paul +4 more
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Improving forecasting by estimating time series structural components across multiple frequencies [PDF]
, 2014 Identifying the appropriate time series model to achieve good forecasting accuracy is a challenging task. We propose a novel algorithm that aims to mitigate the importance of model selection, while increasing accuracy.
Trapero, Juan Ramon +2 more
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Noninvasive ventilatory support to reverse weight loss in Duchenne muscular dystrophy: A case series
Pulmonology, 2019 This case series of five patients with Duchenne muscular dystrophy demonstrates the nutritional advantages of instituting noninvasive intermittent positive pressure ventilatory support via 15 mm angled mouthpieces to relieve tachypnea and provide more ...
P. Deo, J.R. Bach
doaj +3 more sources
Forecasting intermittent demand [PDF]
, 2006 Methods for forecasting intermittent demand are compared using a large data-set from the UK Royal Air Force (RAF). Several important results are found.
Teunter, R H, Duncan, L
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Identification of arterial oxygen intermittency in oximetry data
Scientific Reports, 2022 In patients with kidney failure treated by hemodialysis, intradialytic arterial oxygen saturation (SaO2) time series present intermittent high-frequency high-amplitude oximetry patterns (IHHOP), which correlate with observed sleep-associated breathing ...
Paulo P. Galuzio +6 more
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Effects of judo-specific intermittent training on lower-limb impulse and specific performance in judokas [PDF]
PeerJIntermittent training (IT) has been shown to enhance athletic performance by improving aerobic and anaerobic capacities, neuromuscular efficiency, and recovery key factors for judokas given the intermittent nature of judo combat.
Pi-Yen Ho +7 more
doaj +2 more sources
Big Data and Cognitive Computing, 2023 Global models have been developed to tackle the challenge of forecasting sets of series that are related or share similarities, but they have not been developed for heterogeneous datasets.
José Manuel Oliveira, Patrícia Ramos
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Energy Reports, 2020 The integration of wind turbine, solar photovoltaic based distributed generation in low voltage distribution network has many advantages. However, the output power from wind turbine and solar PVs are intermittent in nature.
Muhammad Zeeshan Malik +6 more
doaj +1 more source