Francis C. Motta

According to our database, Francis C. Motta authored at least 15 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Pipeline for Data-Driven Learning of Topological Features with Applications to Protein Stability Prediction.

Amish Mishra, Francis C. Motta

CoRR, 2024

2023

An Algorithm for Persistent Homology Computation Using Homomorphic Encryption.

Dominic Gold, Koray Karabina, Francis C. Motta

IACR Cryptol. ePrint Arch., 2023

Stability and machine learning applications of persistent homology using the Delaunay-Rips complex.

Amish Mishra, Francis C. Motta

Frontiers Appl. Math. Stat., 2023

Poster: Computing the Persistent Homology of Encrypted Data.

Dominic Gold, Koray Karabina, Francis C. Motta

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Experimental guidance for discovering genetic networks through hypothesis reduction on time series.

Breschine Cummins, Francis C. Motta, Robert C. Moseley, Anastasia Deckard, Sophia Campione, Marcio Gameiro, Tomás Gedeon, Konstantin Mischaikow, Steven B. Haase

PLoS Comput. Biol., October, 2022

Conservation of dynamic characteristics of transcriptional regulatory elements in periodic biological processes.

Francis C. Motta, Robert C. Moseley, Bree Cummins, Anastasia Deckard, Steven B. Haase

BMC Bioinform., 2022

2021

Improved datasets and evaluation methods for the automatic prediction of DNA-binding proteins.

Alexander Zaitzeff, Nick Leiby, Francis C. Motta, Steven B. Haase, Jed Singer

Bioinform., 2021

2019

Hyperparameter Optimization of Topological Features for Machine Learning Applications.

Francis C. Motta, John Harer, Nick Leiby, Franco Marinozzi, Scott Novotney, Gabe Rocklin, Jed Singer, Devin Strickland, Matt Vaughn, Christopher J. Tralie, Rossella Bedini, Fabiano Bini, Gilberto Bini, Hamed Eramian, Marcio Gameiro, Steven B. Haase, Hugh Haddox

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2017

Persistence Images: A Stable Vector Representation of Persistent Homology.

Henry Adams, Tegan Emerson, Michael Kirby, Rachel Neville, Chris Peterson, Patrick D. Shipman, Sofya Chepushtanova, Eric M. Hanson, Francis C. Motta, Lori Ziegelmeier

J. Mach. Learn. Res., 2017

An Unoriented Variation on de Bruijn Sequences.

Christie S. Burris, Francis C. Motta, Patrick D. Shipman

Graphs Comb., 2017

Random cyclic dynamical systems.

Michal Adamaszek, Henry Adams, Francis C. Motta

Adv. Appl. Math., 2017

2016

Optimally Topologically Transitive Orbits in Discrete Dynamical Systems.

Francis C. Motta, Patrick D. Shipman, Bethany Springer

Am. Math. Mon., 2016

2015

A Point of Tangency Between Combinatorics and Differential Geometry.

Francis C. Motta, Patrick D. Shipman, Bethany Springer

Am. Math. Mon., 2015

Persistence Images: An Alternative Persistent Homology Representation.

Sofya Chepushtanova, Tegan Emerson, Eric M. Hanson, Michael Kirby, Francis C. Motta, Rachel Neville, Chris Peterson, Patrick D. Shipman, Lori Ziegelmeier

CoRR, 2015

2012

On the Strengthening of Topological Signals in Persistent Homology through Vector Bundle Based Maps.

Eric M. Hanson, Francis C. Motta, Chris Peterson, Lori Ziegelmeier

Proceedings of the 24th Canadian Conference on Computational Geometry, 2012