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AU Library and Scholarly Resources Essay (PDF) Abstract: Responsible AI (RAI) describes a set of practices, processes and technologies that work towards improving trust when developing and deploying AI systems. Numerous studies examine ethical...
Abstract Civil society faces a challenge prioritizing human rights within the current, predominant approach to cybersecurity. Nation states deliberately weaken the overall security of information systems by buying and exploiting zero-day vulnerabilities, injecting malware,...
Abstract—Text anonymization is becoming a more important part of data custodianship due, in part, to strengthened privacy legislation. Many open source libraries exist  to address text-anonymization via Natural Language Processing (NLP) techniques. Named Entity...
Learning Objectives Differentiate the importance of certain software metrics over others in a business context Distinguish between metrics that can be quantified, automated and metrics that are qualitative Define metric and measurement Description Determining...
Learning Objectives Identify tools for software metrics Understand the techniques for using command line software metrics Introduction Command line tools are often the quickest way to start exploring software metrics. The installation process is...
Learning Objectives Identify tools for data visualization Install a local instance of GrimoireLab software Introduction Software analytics platforms are a quick way to build customized applications with a common interface. The platform we will...
Abstract Organizations committing to evidence based decision making or investing in information systems that support data sciences may look to visual analytics (VA) to help derive value from the increased volume, velocity and variety...
Abstract Reproducibility is important to the scientific method which informs how we architect big data research environments. Scientific workflows should be made transparent and available to other researchers. Public interest organizations wanting to benefit...