... Limited 2025 Emerald Publishing Limited Licensed re-use rights only Data science Machine learning Class imbalance learning Over-sampling Ensemble learning Chang Gung Memorial Hospital, Linkou BMRPH13 http://dx.doi.org/10.13039/501100005795 Institute for Information Industry...

... Science and Open Science domains are essential for alleviating these challenges, which have been addressed at length in these domains. The purpose of this study is to explore the extent to which Citizen Science initiatives capitalise on Data Science and Open Science principles. Design/methodology...

...Sirje Virkus; Emmanouel Garoufallou Purpose The purpose of this paper is to present the results of a study exploring the emerging field of data science from the library and information science (LIS) perspective. Design/methodology/approach Content analysis of research publications on data...

...Sirje Virkus; Emmanouel Garoufallou Purpose Data science is a relatively new field which has gained considerable attention in recent years. This new field requires a wide range of knowledge and skills from different disciplines including mathematics and statistics, computer science and information...

... science functions. Findings Although the authors failed to find evidence of unicorn data scientists, they are pleased to report on six key roles that are considered to be required for an effective data science team. Primary and secondary skills for each of the roles are identified and the resulting...