There is an increasing influence of machine learning in business applications, with many
solutions already implemented and many more being explored. Since the global financial …

Machine learning and artificial intelligence have achieved a human-level performance in
many application domains, including image classification, speech recognition and machine …

Initial coin offerings (ICOs) are one of the major innovations that characterize the digital
revolution of financial markets. Among the expectations created by the digital revolution is …

Undeclared work (UW) is pervasive in economies. This explains the interest of public
authorities in knowing its size and drivers. Unfortunately, this is a very complex task because …

In undeclared work research, the estimation of the magnitude of the phenomenon (ie, the
amount of income and/or the percentage of workers involved) is of major interest. This has …

Existing literature has applied the sample selection modeling approach to disentangle the
influence of the built environment (BE) and residential self-selection (RSS) on travel …

We develop a novel covariate ranking and selection algorithm for regularized ordinary
logistic regression (OLR) models in the presence of severe class-imbalance in high …

In today's business world, technological applications are becoming more important in
management. Among the most prevalent influencers in business applications are machine …

The 2017 SIS Conference aims to highlight the crucial role of the Statistics in Data Science.
In this new domain of 'meaning'extracted from the data, the increasing amount of produced …

The management of modern enterprises is increasingly dependent on various forms of
technological assistance. Applications of machine learning, artificial intelligence, and other …