Research

Collaborations

Junho Oh of the UW-Madison Business School on research involving user-centered design

Professor J. C. Sprott of the UW-Madison Physics Department on research involving artificial neural networks and nonlinear time series analysis

  1. Using artificial neural networks to determine the lag space for mathematical systems. The lag space is any intermediate dimensions in a time series that are not used in the determination of the time series’ next step. For a system such as the weather, we are attempted to identify exactly which previous days determine today’s weather. Other places to learn about this project:
    • Our published article “Neural network method for determining embedding dimension of a time series” is available here
    • My presentation for the Chaos and Complex Systems Seminar April 28th, 2009
  2. Using artificial neural networks to determine the Lyapunov Spectrum of dynamical systems and our work compares neural networks to traditionally used local linear models. (Preprint)
  3. For more information, such as preprints, data files, etc. please visit our research page.

Andrew Quanbeck from the Center for Health Enhancement Systems Studies

  1. Using social network analysis to study the organizational network of the substance abuse treatment field (Paper)

Jesse Gomer from the Center for Health Enhancement Systems Studies

  1. Assessing Alcohol Abuse Statistics Through Data Analysis Of Social Networking Sites (PDF)
Selected Research Publications
  • Adam N. Maus and Amy K. Atwood. 2015. Surveying Older Adults About a Recommender System for a Digital Library. In Proceedings of the 20th International Conference on Intelligent User Interfaces Companion (IUI Companion ’15). ACM, New York, NY, USA, 41-44.
  • Neural network method for determining embedding dimension of a time series. Communications in Nonlinear Science and Numerical Simulations. Volume 16, Issue 8, August 2011, Pages 3294-3302.
  • Evaluating Lyapunov Exponent Spectra with Neural Networks. Chaos, Solitons & Fractals. Volume 51, June 2013, Pages 13-21. Preprint (PDF)

To see a more complete list of publications, please visit https://www.researchgate.net/profile/Adam_Maus/publications