With the recent rise of Machine Learning (ML) as a candidate to partially replace classic Financial Mathematics (FM) methodologies, we investigate the performances of both in solving the problem of dynamic portfolio optimization in continuous-time, finite-horizon setting for a portfolio of two...

When the Venetians created the first patent system in the 14th Century, the role thereof, as it is widely believed by scholars, lawyers and users of today’s patent systems, has been to encourage inventors not to keep their inventions secret anymore, rather to disclose them through a...

Generalized Information (GI) is a measurement of the degree to which a program can be said to generalize a dataset. It is calculated by creating a program to model the data set, measuring the Active Information in the model, and subtracting out the size of the model. Active Information allows GI...

The Holy Grail of a decentralised stablecoin is achieved on rigorous mathematical frameworks, obtaining multiple advantageous proofs: stability, convergence, truthfulness, faithfulness, and malicious-security. These properties could only be attained by the novel and interdisciplinary combination...

In the offline world, firms often benefit from responding to consumer complaints. However, the effect of responding to negative comments on social media in the online environment is unclear. A direct firm response may address the negative experience and reduce similar complaints, but such...

The aim of this manuscript is to identify ethical issues as well as develop a conceptual framework related to the adoption of Machine Learning (ML) in organizations. The following research question was identified: 1. What are the ethical issues that organizations may potentially face as they...

Today, the capitalist economy has entered into a dead end. Unemployment is expected to reach an unprecedented level due to the rise of automation and artificial intelligence technologies. The creation of excess fiat money will not be a remedy for the collapse of the capitalist economy. In the...

In healthcare, research on artificial intelligence is becoming increasingly dedicated to applying predictive analytic techniques to make clinical predictions. Even though artificial intelligence has shown promising results in cancer image recognition, triage service automation, and in disease...

Part I: Introduction, review and exploratory studies -- 1.1 Introduction: Intelligent Fashion Forecasting -- 1.2 Sales forecasting in Apparel and Fashion Industry: a review -- Collaborative Planning Forecasting Replenishment Schemes in Apparel Supply Chain Systems: Cases and Research...

Science of Information -- Part I Understanding Big Data -- Big Data Essentials -- Big Data Analytics -- Part II Understanding Big Data Systems -- Distributed File System -- MapReduce Programming Platform -- Part III Understanding Machine Learning -- Modeling and Algorithms -- Supervised Learning...