Robert L. Peach

According to our database, Robert L. Peach authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

Algorithm 1044: PyGenStability, a Multiscale Community Detection Framework with Generalized Markov Stability.

Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona

ACM Trans. Math. Softw., June, 2024

Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning.

Robert L. Peach, Maximilian U. Friedrich, Lara Fronemann, Muthuraman Muthuraman, Sebastian R. Schreglmann, Daniel Zeller, Christoph Schrader, Joachim K. Krauss, Alfons Schnitzler, Matthias Wittstock, Ann-Kristin Helmers, Steffen Paschen, Andrea A. Kühn, Inger Marie Skogseid, Wilhelm Eisner, Joerg Mueller, Cordula Matthies, Martin M. Reich, Jens Volkmann, Chi Wang Ip

npj Digit. Medicine, 2024

Validation and application of computer vision algorithms for video-based tremor analysis.

Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane Alty, Steffen Paschen, Günther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert L. Peach, Martin M. Reich

npj Digit. Medicine, 2024

Enhancing security in brain-computer interface applications with deep learning: Electroencephalogram-based user identification.

Ali Seyfizadeh, Robert L. Peach, Philip Tovote, Ioannis U. Isaias, Jens Volkmann, Muthuraman Muthuraman

Expert Syst. Appl., 2024

Information-Theoretic Measures on Lattices for High-Order Interactions.

Zhaolu Liu, Mauricio Barahona, Robert L. Peach

CoRR, 2024

Implicit Gaussian process representation of vector fields over arbitrary latent manifolds.

Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Interpretable statistical representations of neural population dynamics and geometry.

Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst

CoRR, 2023

PyGenStability: Multiscale community detection with generalized Markov Stability.

Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona

CoRR, 2023

Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions.

Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

HCGA: Highly comparative graph analysis for network phenotyping.

Robert L. Peach, Alexis Arnaudon, Julia A. Schmidt, Henry A. Palasciano, Nathan R. Bernier, Kim E. Jelfs, Sophia N. Yaliraki, Mauricio Barahona

Patterns, 2021

Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service.

Zhaolu Liu, Robert L. Peach, Emma L. Lawrance, Ariele Noble, Mark A. Ungless, Mauricio Barahona

Frontiers Digit. Health, 2021

Network memory in the movement of hospital patients carrying antimicrobial-resistant bacteria.

Ashleigh C. Myall, Robert L. Peach, Andrea Y. Weiße, Siddharth Mookerjee, Frances Davies, Alison H. Holmes, Mauricio Barahona

Appl. Netw. Sci., 2021

2020

Data-driven modelling and characterisation of task completion sequences in online courses.

Robert L. Peach, Sam F. Greenbury, Iain G. Johnston, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona

CoRR, 2020

2019

Semi-supervised classification on graphs using explicit diffusion dynamics.

Robert L. Peach, Alexis Arnaudon, Mauricio Barahona

CoRR, 2019

Graph centrality is a question of scale.

Alexis Arnaudon, Robert L. Peach, Mauricio Barahona

CoRR, 2019

Data-driven unsupervised clustering of online learner behaviour.

Robert L. Peach, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona

CoRR, 2019