27 citations · 29 across the 4 of their papers we have counts for
5 papers
Local and Global Trend Bayesian Exponential Smoothing Models
Slawek Smyl, Christoph Bergmeir, Alexander Dokumentov +3
This paper describes a family of seasonal and non-seasonal time series models that can be viewed as generalisations of additive and multiplicative exponential smoothing models, to…
Ensemble model for pre-discharge icd10 coding prediction
Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin +8
The translation of medical diagnosis to clinical coding has wide range of applications in billing, aetiology analysis, and auditing. Currently, coding is a manual effort while the…
Collaborative residual learners for automatic icd10 prediction using prescribed medications
Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin +8
Clinical coding is an administrative process that involves the translation of diagnostic data from episodes of care into a standard code format such as ICD10. It has many critical…
Forecasting: theory and practice
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos +77
Forecasting has always been at the forefront of decision making and planning. The uncertainty that surrounds the future is both exciting and challenging, with individuals and organ…
STR: Seasonal-Trend Decomposition Using Regression
Alexander Dokumentov, Rob J. Hyndman
We propose a new method for decomposing seasonal data: STR (a Seasonal-Trend decomposition using Regression). Unlike other decomposition methods, STR allows for multiple seasonal a…