- Imperial College London, Department of Mathematics, UK
According to our database1, Mauricio Barahona authored at least 65 papers between 2002 and 2022.
Legend:Book In proceedings Article PhD thesis Other
IEEE Trans. Neural Networks Learn. Syst., 2022
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.
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
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.
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
The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains.
SIAM J. Sci. Comput., 2019
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records.
From free text to clusters of content in health records: an unsupervised graph partitioning approach.
Appl. Netw. Sci., 2019
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning.
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology.
J. Complex Networks, 2018
SIAM J. Sci. Comput., 2016
PLoS Comput. Biol., 2016
Int. J. Circuit Theory Appl., 2016
PLoS Comput. Biol., 2015
Community detection and role identification in directed networks: understanding the Twitter network of the care.data debate.
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
The stability of a graph partition: A dynamics-based framework for community detection.
Communities, roles, and informational organigrams in directed networks: the Twitter network of the UK riots.
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
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
IEEE Trans. Syst. Man Cybern. Part A, 2011
Int. J. Syst. Sci., 2011
Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the IEEE International Conference on Acoustics, 2009
A Dominated Coupling From The Past algorithm for the stochastic simulation of networks of biochemical reactions.
BMC Syst. Biol., 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Finite horizon model reduction and the appearance of dissipation in Hamiltonian systems.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002