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