Francis C. Motta

Orcid: 0000-0002-0364-5440

According to our database1, Francis C. Motta authored at least 18 papers between 2012 and 2026.

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Bibliography

2026
An Algorithm for Persistent Homology Computation Using Homomorphic Encryption.
IEEE Trans. Dependable Secur. Comput., 2026

2025
A pipeline for data-driven learning of topological features with applications to protein stability prediction.
J. Appl. Comput. Topol., December, 2025

Topological Machine Learning with Unreduced Persistence Diagrams.
CoRR, July, 2025

State Dependent Delay Maps: Numerical Algorithms and Dynamics of Projections.
Exp. Math., April, 2025

2023
Stability and machine learning applications of persistent homology using the Delaunay-Rips complex.
Frontiers Appl. Math. Stat., 2023

Poster: Computing the Persistent Homology of Encrypted Data.
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.
PLoS Comput. Biol., October, 2022

Conservation of dynamic characteristics of transcriptional regulatory elements in periodic biological processes.
BMC Bioinform., 2022

2021
Improved datasets and evaluation methods for the automatic prediction of DNA-binding proteins.
Bioinform., 2021

2020
Critical and Ictal Phases in Simulated EEG Signals on a Small-World Network.
Frontiers Comput. Neurosci., 2020

2019
Hyperparameter Optimization of Topological Features for Machine Learning Applications.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2017
Persistence Images: A Stable Vector Representation of Persistent Homology.
J. Mach. Learn. Res., 2017

An Unoriented Variation on de Bruijn Sequences.
Graphs Comb., 2017

Random cyclic dynamical systems.
Adv. Appl. Math., 2017

2016
Optimally Topologically Transitive Orbits in Discrete Dynamical Systems.
Am. Math. Mon., 2016

2015
A Point of Tangency Between Combinatorics and Differential Geometry.
Am. Math. Mon., 2015

Persistence Images: An Alternative Persistent Homology Representation.
CoRR, 2015

2012
On the Strengthening of Topological Signals in Persistent Homology through Vector Bundle Based Maps.
Proceedings of the 24th Canadian Conference on Computational Geometry, 2012


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