Applying the Waek Learning Framework to Understand and Improve C4.5.

Applications of machine learning in drug discovery and development

Drug discovery and development pipelines are long, complex and depend on numerous factors. Machine learning (ML) approaches provide a set of tools that can improve discovery and...

Machine learning: Trends, perspectives, and prospects

Machine learning addresses the question of how to build computers that improve automatically through experience. It is one of today’s most rapidly growing technical fields, lyin...

There has been much discussion of the "right to explanation" in the EU General Data Protection Regulation, and its existence, merits, and disadvantages. Implementing a right to ...

Learning from Imbalanced Data

With the continuous expansion of data availability in many large-scale, complex, and networked systems, such as surveillance, security, Internet, and finance, it becomes critica...

Systems Development in Information Systems Research

:In this paper, the use of systems development as a methodology in information systems (is) research is described and defended. A framework to explain the nature of systems deve...