Publications

Machine Learning:

Nagesh, Supriya, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Shuman, and James M. Rehg. “A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM.” In Machine Learning for Healthcare Conference, pp. 140-159. 2019.

Survival HMM: An Interpretable, Event-time Prediction Model for mHealth International Conference on Machine Learning (ICML) 2017 Authors: Walter Dempsey*, Alexander Moreno*, Christy K. Scott, Susan Murphy, James M. Rehg (*equal contribution)

Learning Continuous-Time Hidden Markov Models for Event Data in Mobile Health 2017 Authors: Yu-Ying Liu, Alexander Moreno, Shuang Li, Fuxin Li, Le Song, and James M. Rehg

Mobile Health:

Chatterjee, Soujanya, Alexander Moreno, Steven Lloyd Lizotte, Sayma Akther, Emre Ertin, Christopher P. Fagundes, Cho Lam et al. “SmokingOpp: Detecting the Smoking’Opportunity’Context Using Mobile Sensors.” Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4, no. 1 (2020): 1-26.

Computational Finance:

Improving Financial Computation Speed With Full and Subproblem Memoization Concurrency and Computation: Practice and Experience, 2015 Authors: Alexander Moreno, Tucker Balch

Speeding up Large-Scale Financial Recomputation with Memoization Proceedings of the Seventh Workshop on High Performance Computational Finance November 2014 Authors: Alexander Moreno, Tucker Balch

High Performance Computing:

dispel4py: A Python Framework for Data-Intensive Scientific Computing Proceedings of the 2014 International Workshop on Data-Intensive Scalable Computing Systems November 2014 Authors: Rosa Filgueira Vicente, Iraklis Klampanos, Amy Krause, Mario David, Alexander Moreno, Malcolm Atkinson

dispel4py: A Python Framework for Data-Intensive Scientific Computing (journal version) Authors: Rosa Filgueira Vicente, Iraklis Klampanos, Amy Krause, Mario David, Alexander Moreno, Malcolm Atkinson

Augmentative and Alternative Communication:

Restricting Vocabulary Size in Pediatric Augmentative and Alternative Communication RESNA: New Frontiers in Assistive Technology January 21, 2015 Authors: Alexander Moreno, Christopher Rozell, Ayanna Howard