Donna M. Rizzo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Supervised Machine Learning

Detecting Anomalous

Top Venues

J. Medical Syst.

Publications

Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling
Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min. Knowl. Discov. 38 (3) (2024)
Bryn C. Loftness, Donna M. Rizzo, Julia Halvorson-Phelan, Aisling O'Leary, Shania Prytherch, Carter Bradshaw, Anna Jane Brown, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning. EMBC (2023)
Ijaz Ul Haq, Byung Suk Lee, Donna M. Rizzo, Julia N. Perdrial
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone. CoRR (2023)
Byung Suk Lee, John Clay Kaufmann, Donna M. Rizzo, Ijaz Ul Haq
Peak Anomaly Detection from Environmental Sensor-Generated Watershed Time Series Data. SIMBig (2022)
Andrea J. Elhajj, Donna M. Rizzo, Gary C. An, Jaideep J. Pandit, Mitchell H. Tsai
Monitoring Perioperative Services Using 3D Multi-Objective Performance Frontiers. J. Medical Syst. 45 (3) (2021)
Timothy Wong, Erik J. Zhang, Andrea J. Elhajj, Donna M. Rizzo, Kevin W. Sexton, Jaideep J. Pandit, Mitchell H. Tsai
The Power Law in Operating Room Management. J. Medical Syst. 45 (10) (2021)
Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling
SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations. CoRR (2021)
John P. Hanley, Donna M. Rizzo, Jeffrey S. Buzas, Margaret J. Eppstein
A Tandem Evolutionary Algorithm for Identifying Causal Rules from Complex Data. Evol. Comput. 28 (1) (2020)
Marc Kostrubiak, Christine M. Vatovec, Lesley-Ann Dupigny-Giroux, Donna M. Rizzo, William C. Paganelli, Mitchell H. Tsai
Water Pollution and Environmental Concerns in Anesthesiology. J. Medical Syst. 44 (9) (2020)
Laurence A. Clarfeld, Robert Gramling, Donna M. Rizzo, Margaret J. Eppstein
A General Model of Conversational Dynamics and an Example Application in Serious Illness Communication. CoRR (2020)
Ali Javed, Byung Suk Lee, Donna M. Rizzo
A Benchmark Study on Time Series Clustering. CoRR (2020)
Ali Javed, Scott D. Hamshaw, Donna M. Rizzo, Byung Suk Lee
Analysis of Hydrological and Suspended Sediment Events from Mad River Wastershed using Multivariate Time Series Clustering. CoRR (2019)
John P. Hanley, Margaret J. Eppstein, Jeffrey S. Buzas, Donna M. Rizzo
Evolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Datasets. GECCO (2016)
Margaret J. Eppstein, Donna M. Rizzo, Brian H. Y. Lee, Joseph S. Krupa, Narine Manukyan
Using National Survey Respondents as Consumers in an Agent-Based Model of Plug-In Hybrid Vehicle Adoption. IEEE Access 3 (2015)
Narine Manukyan, Margaret J. Eppstein, Jeffrey D. Horbar, Kathleen A. Leahy, Michael J. Kenny, Shreya Mukherjee, Donna M. Rizzo
Evolutionary mining for multivariate associations in large time-varying data sets: a healthcare network application. GECCO (Companion) (2012)
Narine Manukyan, Margaret J. Eppstein, Donna M. Rizzo
Data-Driven Cluster Reinforcement and Visualization in Sparsely-Matched Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. 23 (5) (2012)
Joseph S. Krupa, Somdeb Chatterjee, Ethan Eldridge, Donna M. Rizzo, Margaret J. Eppstein
Evolutionary feature selection for classification: a plug-in hybrid vehicle adoption application. GECCO (2012)
Lance E. Besaw, Donna M. Rizzo
Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea Sandstone. ICDM Workshops (2007)
Helene M. Langevin, Donna M. Rizzo, James R. Fox, Gary J. Badger, Junru Wu, Elisa E. Konofagou, Debbie Stevens-Tuttle, Nicole A. Bouffard, Martin H. Krag
Dynamic morphometric characterization of local connective tissue network structure in humans using ultrasound. BMC Syst. Biol. 1 (2007)
Donna M. Rizzo, Paula J. Mouser, David H. Whitney, Charles D. Mark, Roger D. Magarey, Alexey A. Voinov
The comparison of four dynamic systems-based software packages: Translation and sensitivity analysis. Environ. Model. Softw. 21 (10) (2006)