Bio
I am a research fellow at the Centre for Big Data Research in Health at UNSW, Sydney, Australia. My current research is on causal inference in health data.
I got my PhD in Computer Science from the University of Nevada, Reno. After receiving my degree, I spent several years working with small law firms as a patent agent doing patent preparation and prosecution of software and hardware inventions. In late 2012 I started traveling the world, and in 2014 I got a lecturer position at Sunway University, Malaysia. Prior to UNSW, I was a research fellow at Macquarie University.
My research interests are in the areas of machine learning for medical data.
Papers
Journal Articles
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Challenges of Developing a Digital Scribe to Reduce Clinical Documentation Burden
J.C. Quiroz et al.
npj Digital Medicine, 2019
[citation] -
Personalization of Conversational Agents in Healthcare: A Systematic Review
A.B. Kocaballi, S. Berkovsky, J.C. Quiroz, L. Laranjo, H.L. Tong, F. Rezazadegan, A. Briatore, E. Coiera
JMIR, 2019 -
A network model of activities in primary care consultations
A.B. Kocaballi, E. Coiera, H.L. Tong, S. White, J.C. Quiroz, F. Rezazadegan, S. Willcock, L. Laranjo
Journal of the American Medical Informatics Association, 2019 -
Efficacy of a mobile social networking intervention in promoting physical activity: Quasi-experimental study
H.L. Tong, E. Coiera, W. Tong, Y. Wang, J.C. Quiroz, P. Martin, L. Laranjo
JMIR Mhealth Uhealth, 2019
[citation] -
Emotion-Recognition Using Smart Watch Sensor Data: Mixed-Design Study
J. C. Quiroz, E. Geangu, M.H. Yong
JMIR Mental Health, 2018
[pdf] [citation] [code] -
Fault Detection of Broken Rotor Bar in LS-PMSM Using Random Forests
J. C. Quiroz, N. Mariun, M. A. M. Radzi, and N. Misron
Measurement, 2017
[pdf] [citation] -
Feature Selection for Activity Recognition from Smartphone Accelerometer Data
J. C. Quiroz, A. Banerjee, S. M. Dascalu, and S. L. Lau
Intelligent Automation and Soft Computing, 2017
[pdf] [citation] -
Interactive Shape Perturbations
J. C. Quiroz and S. M. Dascalu
International Journal of Computers and Their Applications, 2017
[pdf] -
Statistical Comparison of Feature Sets for Time Series Classification of Dynamic System Response
A. Banerjee, J. C. Quiroz, and I. Abu-Mahfouz
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2016
[citation] -
A Computational Model of Collaborative Creativity: A Meta-Design Approach
A. Banerjee, J. C. Quiroz, and S. J. Louis
International Journal of Knowledge and Systems Science, 2011
[pdf] [citation] -
A Training Simulation System with Realistic Autonomous Ship Control
M. Nicolescu, R. Leigh, A. Olenderski, S. Louis, S. Dascalu, C. Miles, J. Quiroz, and R. Aleson
Computational Intelligence, 2007
Conference Papers
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Emotion-Recognition Using Smart Watch Accelerometer Data: Preliminary Findings
J. C. Quiroz, M.H. Yong, E. Geangu
Ubicomp 2017 Workshop on Mental Health: Sensing and Intervention
[pdf] [citation] [code] -
Clustering LaTeX Solutions to Machine Learning Assignments for Rapid Assessment
S. Tan, F. Doshi-Velez, J. C. Quiroz, and E. Glassman
KDD 2017 Workshop on Advancing Education with Data -
Design and Implementation of a Procedural Content Generation Web Application for Vertex Shaders
J. C. Quiroz and S.M. Dascalu
25th International Conference on Software Engineering and Data Engineering, SEDE 2016
[pdf] -
Statistical Comparison of Feature Sets for Time Series Classification of Dynamical System Response
A. Banerjee, J. C. Quiroz, and I. Abu-Mahfouz
ASME 2015 International Mechanical Engineering Congress and Exposition, IMECE 2015
[citation] -
Collaborative Evolution of 3D Models
J. C. Quiroz, A. Banerjee, S. J. Louis, and S. M. Dascalu
Design Computing and Cognition, DCC 2014
[pdf] [citation] -
Document Design with Interactive Evolution
J. C. Quiroz, A. Banerjee, S. J. Louis, and S. M. Dascalu
Intelligent Interactive Multimedia Systems and Services, KES IIMSS 2009 -
Towards Creative Design Using Collaborative Interactive Genetic Algorithms
J. C. Quiroz, S. J. Louis, A. Banerjee, and S. M. Dascalu
IEEE Congress on Evolutionary Computation, CEC 2009 -
A Model of Creative Design Using Collaborative Interactive Genetic Algorithms
A. Banerjee, J. C. Quiroz, and S. J. Louis
Design Computing and Cognition, DCC 2008
[pdf] [citation] -
Interactive Genetic Algorithms for User Interface Design
J. C. Quiroz, S. J. Louis, A. Shankar, and S. M. Dascalu
IEEE Congress on Evolutionary Computation, CEC 2007 -
Interactive Evolution of XUL User Interfaces
J. C. Quiroz, S. J. Louis, and S. M. Dascalu
Genetic and Evolutionary Computation Conference, GECCO 2007 -
Human Guided Evolution of XUL User Interfaces
J. C. Quiroz, S. M. Dascalu, and S. J. Louis
ACM CHI Extended Abstracts on Human Factors in Computing Systems, CHI 2007
Code
Some of the code that I have written can be found here in my github page.
Applied Machine Learning
Credit: xkcd.com