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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Surgical Navigation, Augmented Reality, and 3D Printing for Hard Palate Adenoid Cystic Carcinoma En-Bloc Resection: Case Report and Literature Review

Adenoid Cystic Carcinoma is a rare and aggressive tumor representing less than 1% of head and neck cancers.This malignancy often arises from the minor salivary glands, being the palate its most common location.Surgical en-bloc resection with clear margins is the primary treatment.However, this location presents a limited line of sight and a high ri

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