Mauricio Barahona
Orcid: 0000-0002-1089-5675Affiliations:
- Imperial College London, Department of Mathematics, UK
According to our database1,
Mauricio Barahona
authored at least 89 papers
between 2002 and 2024.
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Bibliography
2024
Algorithm 1044: PyGenStability, a Multiscale Community Detection Framework with Generalized Markov Stability.
ACM Trans. Math. Softw., June, 2024
Comparing natural language processing representations of coded disease sequences for prediction in electronic health records.
J. Am. Medical Informatics Assoc., 2024
CoRR, 2024
2023
Entropy, December, 2023
RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis.
CoRR, 2023
Interpretable statistical representations of neural population dynamics and geometry.
CoRR, 2023
Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions.
CoRR, 2023
Understanding Model Complexity for temporal tabular and multi-variate time series, case study with Numerai data science tournament.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Finding positively invariant sets and proving exponential stability of limit cycles using Sum-of-Squares decompositions.
CoRR, 2022
CoRR, 2022
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations.
Proceedings of the Machine Learning for Healthcare Conference, 2022
Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022
2021
Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations.
SIAM Rev., 2021
SIAM J. Optim., 2021
Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons.
PLoS Comput. Biol., 2021
Geometric graphs from data to aid classification tasks with Graph Convolutional Networks.
Patterns, 2021
ProteinLens: a web-based application for the analysis of allosteric signalling on atomistic graphs of biomolecules.
Nucleic Acids Res., 2021
Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service.
Frontiers Digit. Health, 2021
Network memory in the movement of hospital patients carrying antimicrobial-resistant bacteria.
Appl. Netw. Sci., 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
2020
Learning spatiotemporal signals using a recurrent spiking network that discretizes time.
PLoS Comput. Biol., 2020
Data-driven modelling and characterisation of task completion sequences in online courses.
CoRR, 2020
CoRR, 2020
Appl. Netw. Sci., 2020
Graph-Based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles.
Proceedings of the Complex Networks & Their Applications IX, 2020
2019
The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains.
SIAM J. Sci. Comput., 2019
Precision identification of high-risk phenotypes and progression pathways in severe malaria without requiring longitudinal data.
npj Digit. Medicine, 2019
CoRR, 2019
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records.
CoRR, 2019
From free text to clusters of content in health records: an unsupervised graph partitioning approach.
Appl. Netw. Sci., 2019
2018
npj Digit. Medicine, 2018
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning.
CoRR, 2018
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology.
CoRR, 2018
CoRR, 2018
J. Complex Networks, 2018
2016
SIAM J. Sci. Comput., 2016
PLoS Comput. Biol., 2016
Int. J. Circuit Theory Appl., 2016
2015
PLoS Comput. Biol., 2015
Community detection and role identification in directed networks: understanding the Twitter network of the care.data debate.
CoRR, 2015
2014
Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks.
IEEE Trans. Netw. Sci. Eng., 2014
Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution.
Netw. Sci., 2014
2013
The stability of a graph partition: A dynamics-based framework for community detection.
CoRR, 2013
Communities, roles, and informational organigrams in directed networks: the Twitter network of the UK riots.
CoRR, 2013
Proceedings of the 20th IEEE International Conference on Electronics, 2013
Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
Sensory experience modifies spontaneous state dynamics in a large-scale barrel cortical model.
J. Comput. Neurosci., 2012
Compound stress response in stomatal closure: a mathematical model of ABA and ethylene interaction in guard cells.
BMC Syst. Biol., 2012
2011
IEEE Trans. Syst. Man Cybern. Part A, 2011
Int. J. Syst. Sci., 2011
CoRR, 2011
Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit
CoRR, 2011
CoRR, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
A Dominated Coupling From The Past algorithm for the stochastic simulation of networks of biochemical reactions.
BMC Syst. Biol., 2008
2007
2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
2004
Proceedings of the 2004 American Control Conference, 2004
2002
Finite horizon model reduction and the appearance of dissipation in Hamiltonian systems.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
A new bound of the 𝓛<sub>2</sub>[0, T]-induced norm and applications to model reduction.
Proceedings of the American Control Conference, 2002