Discovery and diagnosis of behavioral transitions in patient event streams

WN Robinson, A Akhlaghi, T Deng… - ACM Transactions on …, 2012 - dl.acm.org
Users with cognitive impairments use assistive technology (AT) as part of a clinical treatment
plan. As the AT interface is manipulated, data stream mining techniques are used to monitor …

Pattern discovery of user interface sequencing by rehabilitation clients with cognitive impairments

WN Robinson, AR Syed, A Akhlaghi… - 2012 45th Hawaii …, 2012 - ieeexplore.ieee.org
We demonstrate the use of sequence pattern mining as applied to monitoring the usage of
emailing software by clients with cognitive impairments. We show how Max Motif, a …

Data mining behavioral transitions in open source repositories

WN Robinson, T Deng - 2015 48th Hawaii International …, 2015 - ieeexplore.ieee.org
Open-source repository data can be automatically mined using sequence mining methods to
provide high-level feedback on project status. GitHub. com projects are acquired, sequence …

Transition discovery of sequential behaviors in email application usage using hidden markov models

WN Robinson, A Akhlaghi… - 2013 46th Hawaii …, 2013 - ieeexplore.ieee.org
Requirements monitors provide high-level feedback on software usage in real-time. Herein,
we show how low-level monitoring can identify behavioral transitions that can be interpreted …

The Xthreads library: Design, implementation, and applications

J Sang, F Knop, V Rego, JK Lee… - Proceedings of 1993 …, 1993 - ieeexplore.ieee.org
The purpose of the Xthreads library is to provide a cheap concurrent programming
environment. The design of the Xthreads library is patterned after **nu, a small and elegant …

Monitoring behaviours with model divergence: emailing studies of users with cognitive impairments

WN Robinson, T Deng, A Aria - Health Systems, 2021 - Taylor & Francis
Users with cognitive impairments use an assistive technology email system, CogLink, for
socialisation and help in their activities of daily living. As users interact with the AT email …

An Event-based Analysis Framework for Open Source Software Development Projects

T Deng - 2015 - scholarworks.gsu.edu
The increasing popularity and success of Open Source Software (OSS) development
projects has drawn significant attention of academics and open source participants over the …