MS and Ph.D., Statistical Computing and Sociology, Stanford University

EXPERIENCE (selected)

Harvard University, Advisor

Stanford University, Research Fellow

IBM, Thought Leader, Chief Data Scientist & Distinguished Data Scientist

RMDS Lab, CEO, and Director

The University of California, Irvine, Adjunct Professor

University of Southern California, Adjunct Assistant Professor

PUBLICATIONS (selected)

Liu, A. (2020). Applying Satellite Observations of Tropical Cyclone Internal Structures to Rapid Intensification Forecast with Machine Learning, Wiley.

Liu, A. (2020). Transforming Healthcare with Big Data and AI. Information Age Publishing.

Liu, A. (2016). Apache Spark Machine Learning Blueprints. Packt Publishing

Liu, A. (2015). Structural Equation Modeling and Latent Variable Approaches. John Wiley & Sons.

Liu, A. (2009). Building Structural Equation Models in Social Science. RM.

Liu, A. (2009). Building Regression Models in Social Science. RM.

Liu, A. (1995). The Effect of Copayments and Income on the Utilization of Medical Care by Subscribers to Japan’s National Health Insurance System. International Journal of Health Services.

Liu, A. (1993). Patterns and Results of the Third Democratization Wave. University Press of America.