Cryptocurrencies asset pricing via machine learning

期刊： INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2021; 12 (2)

In this paper, we study the cryptocurrency asset pricing via machine learning. The common pricing factors similar to equity asset pricing are construc......

Data science and AI in FinTech: an overview

期刊： INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2021; 12 (2)

Financial technology (FinTech) has been playing an increasingly critical role in driving modern economies, society, technology, and many other areas. ......

Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification

期刊： INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, ; ()

Arrhythmia detection is an important research task in healthcare, which can be accomplished by classifying ECG heartbeats. Recently, there is a growin......

A general framework for causal classification

期刊： INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2021; 11 (2)

In many applications, there is a need to predict the effect of an intervention on different individuals from data. For example, which customers are pe......

Mitigating sentimental bias via a polar attention mechanism

期刊： INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2021; 11 (1)

Fairness in machine learning has received increasing attention in recent years. This study focuses on a particular type of machine learning fairness, ......