FORECASTING INTERMITTENT AND SPARSE TIME SERIES: A UNIFIED PROBABILISTIC FRAMEWORK VIA DEEP RENEWAL PROCESSES.

Forecasting intermittent and sparse time series: A unified probabilistic framework via deep renewal processes.

Intermittency are a common and challenging problem in demand forecasting.We introduce a new, unified framework for building probabilistic forecasting models for intermittent demand time series, which incorporates and allows to generalize existing methods in several directions.Our framework is based on extensions of well-established model-based meth

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Effects of the COVID-19 pandemic on senior dental students in Korea: Examining stress, burnout, and depression

Background/purpose: The COVID-19 pandemic has had a profound and enduring impact on various aspects of society, including medical education and the training of dental students.The field of dentistry, given its nature, is particularly susceptible to the challenges posed by a pandemic.Prolonged exposure to the pandemic is believed to have increased s

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The role of jasmonates in floral nectar secretion.

Plants Ignition produce nectar in their flowers as a reward for their pollinators and most of our crops depend on insect pollination, but little is known on the physiological control of nectar secretion.Jasmonates are well-known for their effects on senescence, the development and opening of flowers and on plant defences such as extrafloral nectar.

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Head trauma and olfactory function

Olfactory impairment is a well-established sequela of head injury.The presence and degree of olfactory dysfunction is dependent on severity of head trauma, duration of posttraumatic amnesia, injuries obtained, and as Brixton hats more recently established, age.Deficits in smell can be conductive or neurosensory, contingent on location of injury.The

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LEGAL ISSUES OF AUDIO-VIDEO RECORDING IN MEDICAL ORGANIZATIONS

The aim of the study was to analyze the regulatory framework for audio and video recording in a medical organization.Materials and methods.The analysis of modern scientific literature, as well as regulatory on the legality of conducting audio and video Carriers recordings in a medical organization by a patient, a medical organization and a medical

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