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Computational Statistics and Data Analysis, ISSN 0167-9473, 02/2020, Volume 142, p. 106813
We consider Poisson reduced rank models where parameters depend on time. Our main motivation comes from studies in comparative politics where one wants to... 
High-dimensional data | INAR time series models | Count data | Penalization | Text data | Term document matrices | Wordfish | Dimension reduction | Party manifestos | LASSO | Fused LASSO | Political lexicon | Political spectrum
Journal Article
International Journal of Information Management, ISSN 0268-4012, 02/2020, Volume 50, pp. 206 - 216
Clinicians, healthcare providers-suppliers, policy makers and patients are experiencing exciting opportunities in light of new information deriving from the... 
Decision-making | Operations research (OR) techniques | Big data analytics | Health-Medicine | Machine learning
Journal Article
International Journal of Information Management, ISSN 0268-4012, 02/2020, Volume 50, pp. 57 - 70
Business analytics aims to enable organizations to make quicker, better, and more intelligent decisions with the aim to create business value. To date, the... 
Literature review | Big data | Prescriptive analytics | Business analytics | Analytics
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 02/2020, Volume 142
This paper addresses the feature screening issue for ultrahigh-dimensional data with responses missing at random. A novel nonparametric feature screening... 
Feature screening | Missing at random | Marginal Spearman rank correlation | Imputation | Ultrahigh-dimensional data
Journal Article
International Journal of Electrical Power and Energy Systems, ISSN 0142-0615, 02/2020, Volume 115
Detailed information about hourly load has always been considered essential when the subject is meeting the energy demand. Thus, in order to propose a support... 
Load curve forecasting | Load demand | Bottom-up approach | Hourly data | Partial decomposition approach
Journal Article
International Journal of Information Management, ISSN 0268-4012, 02/2020, Volume 50, pp. 17 - 27
The availability of healthcare data has exponentially grown, both in quantity and complexity. The speed of this evolution has generated new challenges for... 
Systematic scoping review | Visualization | Data complexity | Visual analytics | Evidence-informed decision-making | Mental healthcare system
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2020, Volume 140
Challenge and threat characterize distinct patterns of physiological response to a motivated performance task where the response patterns vary as a function of... 
Support vector machines | Challenge vs. threat | Multimodal data fusion | Graph theory | Clustering | Mutual information
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 02/2020, Volume 142
The mean residual life function is an important and attractive alternative to the survival function or the hazard function of survival time in practice. It... 
Mean residual life | Estimating equations | Censored survival data | Biased sampling
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 01/2020, Volume 363, pp. 211 - 222
Information geometry discusses the properties of a statistical manifold and is useful for different fields involving neural networks, signal processing,... 
Information geometry | Soft failure data | Amari–Chentsov structure | Statistical manifold | Degradation model | Signal processing | Neural networks | Analysis | Machine learning
Journal Article
Talanta, ISSN 0039-9140, 01/2020, Volume 206, p. 120208
Evaluating the possibility of extending shelf life of rice germ (a by-product of rice milling process) by reducing water activity in combination with storage... 
FT-NIR | Correlation map | Data fusion | Rice germ | E-nose | MOS sensor
Journal Article
Journal of Retailing and Consumer Services, ISSN 0969-6989, 01/2020, Volume 52
Reducing food waste at stores is a huge challenge for retailers, that are called to improve the efficiency of their operations in order to reduce the quantity... 
Retail food waste | Unrecorded food waste | In-store waste | Food waste recording | Retail management | In-store data | Food waste prevention
Journal Article
Information Fusion, ISSN 1566-2535, 01/2020, Volume 53, pp. 43 - 54
Smartphones are becoming increasingly pervasive in almost every aspect of daily life. With smartphones being equipped with multiple sensors, they provide an... 
Motion | Sound | Health status | Machine learning | Location | Measurement | Crowdsourcing | Human acts | Measuring instruments | Data entry | Algorithms | Medical errors | Exercise | Sensors | Human behavior | Smart phones | Medical informatics
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 01/2020, Volume 363, pp. 485 - 502
The efficient estimation of regression coefficients in the longitudinal data analysis requires a correct specification of the covariance structure. Existing... 
Mean–covariance | Semiparametric varying-coefficient models | Adaptive jump-preserving estimation | Longitudinal data | Orthogonality-based estimation | Analysis | Models | Information management
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 01/2020, Volume 280, Issue 1, pp. 351 - 364
Researchers rely on the distance function to model multiple product production using multiple inputs. A stochastic directional distance function (SDDF) allows... 
Hospital production | Shape constraints | Nonparametric regression | Data envelopment analysis | Research | Analysis | Nonparametric statistics
Journal Article