Publications + Projects


Publications: (peer-reviewed + pre-prints)

For the most up-to-date list of Vianey's publications, click here.


Student publications:


Authors: Sofia Ruiz Suarez, Vianey Leos Barajas, Juan M Morales

Authors: Sofia Ruiz Suarez, Vianey Leos Barajas, Ignacio Alvarez Castro, Juan M Morales

Student Projects: (non-dissertation related)

Simultaneous Detrending and Flare Detection using Gaussian Process with HMMs

Lead: Yunyi Shen

Github Repo: https://github.com/YunyiShen/CeleriteQFD

In collaboration with:

Gwen Eadie, Josh Speagle

Modeling the Feedback Between Thermoregulation and Behavior in Lizards

Leads: Simone Collier + Sophie Berkowitz

Github Repo: https://github.com/simonecollier/lizardHMM

In collaboration with:

Sierra Spears, Ciara Pettit, Eric Gangloff

Multi-scale Modeling of Time Series Data for Classification of Shark Behavior

Lead: Jessica Long

Github Repo: https://github.com/longjess/hornsharkHMM

In collaboration with:

Emily Meese, Chris Lowe (Shark Lab)

Spatial Modeling of Leopard Shark Aggregations

Lead: Vinky Wang

In collaboration with:

Jack May, Chris Lowe (Shark Lab)

A Continuous-Time Movement Model for Acoustic Telemetry Data

Lead: Juan Pablo Diaz Martinez

In collaboration with:

Nathan Bacheler

Conceptual Introduction to Hidden Markov Models for Classification

Leads: Sofia Ruiz Suarez + Robert Zimmerman

In collaboration with:

Radu Craiu, Juan Morales

Modeling Basketball Movement Data with Hidden Markov Models