Mauricio Barahona

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 64

Top Venues

Publications

Thomas Beaney, Sneha Jha, Asem Alaa, Alexander Smith, Jonathan Clarke, Thomas Woodcock, Azeem Majeed, Paul Aylin, Mauricio Barahona
Comparing natural language processing representations of coded disease sequences for prediction in electronic health records. J. Am. Medical Informatics Assoc. 31 (7) (2024)
Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. CoRR (2024)
Zhaolu Liu, Jonathan M. Clarke, Bertha Rohenkohl, Mauricio Barahona
Patterns of co-occurrent skills in UK job adverts. CoRR (2024)
Dominik J. Schindler, Sneha Jha, Xixuan Zhang, Kilian Buehling, Annett Heft, Mauricio Barahona
LGDE: Local Graph-based Dictionary Expansion. CoRR (2024)
Thomas Wong, Mauricio Barahona
Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions. CoRR (2023)
Dominik J. Schindler, Mauricio Barahona
Persistent Homology of the Multiscale Clustering Filtration. CoRR (2023)
Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions. NeurIPS (2023)
Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona
RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis. CoRR (2023)
Mihir Dhanakshirur, Felix Laumann, Junhyung Park, Mauricio Barahona
A continuous Structural Intervention Distance to compare Causal Graphs. CoRR (2023)
Felix Laumann, Julius von Kügelgen, Junhyung Park, Bernhard Schölkopf, Mauricio Barahona
Kernel-Based Independence Tests for Causal Structure Learning on Functional Data. Entropy 25 (12) (2023)
Thomas Wong, Mauricio Barahona
Robust machine learning pipelines for trading market-neutral stock portfolios. CoRR (2023)
Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions. CoRR (2023)
Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst
Interpretable statistical representations of neural population dynamics and geometry. CoRR (2023)
Stamatina Lamprinakou, Mauricio Barahona, Seth R. Flaxman, Sarah Filippi, Axel Gandy, Emma J. McCoy
BART-based inference for Poisson processes. Comput. Stat. Data Anal. 180 (2023)
Thomas Wong, Mauricio Barahona
Understanding Model Complexity for temporal tabular and multi-variate time series, case study with Numerai data science tournament. CoRR (2023)
Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona
PyGenStability: Multiscale community detection with generalized Markov Stability. CoRR (2023)
Asem Alaa, Erik Mayer, Mauricio Barahona
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. CoRR (2022)
Dominik Schindler, Jonathan Clarke, Mauricio Barahona
Multiscale mobility patterns and the restriction of human mobility under lockdown. CoRR (2022)
Elias August, Mauricio Barahona
Finding positively invariant sets and proving exponential stability of limit cycles using Sum-of-Squares decompositions. CoRR (2022)
Sneha Jha, Erik Mayer, Mauricio Barahona
Improving information fusion on multimodal clinical data in classification settings. LOUHI@EMNLP (2022)
Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona
Quantifying the Alignment of Graph and Features in Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Asem Alaa, Erik Mayer, Mauricio Barahona
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. MLHC (2022)
Zijing Liu, Mauricio Barahona
Similarity measure for sparse time course data based on Gaussian processes. UAI (2021)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations. SIAM Rev. 63 (1) (2021)
Ashleigh C. Myall, Robert L. Peach, Andrea Y. Weiße, Siddharth Mookerjee, Frances Davies, Alison H. Holmes, Mauricio Barahona
Network memory in the movement of hospital patients carrying antimicrobial-resistant bacteria. Appl. Netw. Sci. 6 (1) (2021)
Zijing Liu, Mauricio Barahona
Similarity measure for sparse time course data based on Gaussian processes. CoRR (2021)
Robert L. Peach, Alexis Arnaudon, Julia A. Schmidt, Henry A. Palasciano, Nathan R. Bernier, Kim E. Jelfs, Sophia N. Yaliraki, Mauricio Barahona
HCGA: Highly comparative graph analysis for network phenotyping. Patterns 2 (4) (2021)
Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona
Geometric graphs from data to aid classification tasks with Graph Convolutional Networks. Patterns 2 (4) (2021)
Sophia Mersmann, Léonie Strömich, Florian J. Song, Nan Wu, Francesca V. Vianello, Mauricio Barahona, Sophia N. Yaliraki
ProteinLens: a web-based application for the analysis of allosteric signalling on atomistic graphs of biomolecules. Nucleic Acids Res. 49 (Webserver-Issue) (2021)
Zhaolu Liu, Robert L. Peach, Emma L. Lawrance, Ariele Noble, Mark A. Ungless, Mauricio Barahona
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 3 (2021)
Amadeus Maes, Mauricio Barahona, Claudia Clopath
Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. PLoS Comput. Biol. 17 (3) (2021)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces. SIAM J. Optim. 31 (1) (2021)
M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. CoRR (2020)
Robert L. Peach, Sam F. Greenbury, Iain G. Johnston, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
Data-driven modelling and characterisation of task completion sequences in online courses. CoRR (2020)
Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona
Geometric graphs from data to aid classification tasks with graph convolutional networks. CoRR (2020)
Amadeus Maes, Mauricio Barahona, Claudia Clopath
Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS Comput. Biol. 16 (1) (2020)
Yun William Yu, Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
Severability of mesoscale components and local time scales in dynamical networks. CoRR (2020)
M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
Graph-Based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. COMPLEX NETWORKS (2) (2020)
Zijing Liu, Mauricio Barahona
Graph-based data clustering via multiscale community detection. Appl. Netw. Sci. 5 (1) (2020)
Stamatina Lamprinakou, Emma J. McCoy, Mauricio Barahona, Axel Gandy, Seth R. Flaxman, Sarah Filippi
BART-based inference for Poisson processes. CoRR (2020)
Robert L. Peach, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
Data-driven unsupervised clustering of online learner behaviour. CoRR (2019)
Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona
Quantifying the alignment of graph and features in deep learning. CoRR (2019)
Iain G. Johnston, Till Hoffmann, Sam F. Greenbury, Ornella Cominetti, Muminatou Jallow, Dominic Kwiatkowski, Mauricio Barahona, Nick S. Jones, Climent Casals-Pascual
Precision identification of high-risk phenotypes and progression pathways in severe malaria without requiring longitudinal data. npj Digit. Medicine 2 (2019)
Amadeus Maes, Mauricio Barahona, Claudia Clopath
Learning spatiotemporal signals using a recurrent spiking network that discretizes time. CoRR (2019)
Alexis Arnaudon, Robert L. Peach, Mauricio Barahona
Graph centrality is a question of scale. CoRR (2019)
Zijing Liu, Mauricio Barahona
Graph-based data clustering via multiscale community detection. CoRR (2019)
Robert L. Peach, Alexis Arnaudon, Mauricio Barahona
Semi-supervised classification on graphs using explicit diffusion dynamics. CoRR (2019)
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
From free text to clusters of content in health records: an unsupervised graph partitioning approach. Appl. Netw. Sci. 4 (1) (2019)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains. SIAM J. Sci. Comput. 41 (2) (2019)
M. Tarik Altuncu, Eloise Sorin, Joshua D. Symons, Erik Mayer, Sophia N. Yaliraki, Francesca Toni, Mauricio Barahona
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records. CoRR (2019)
Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
Multiscale dynamical embeddings of complex networks. CoRR (2018)
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach. CoRR (2018)
Zijing Liu, Mauricio Barahona
Geometric multiscale community detection: Markov stability and vector partitioning. J. Complex Networks 6 (2) (2018)
M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning. CoRR (2018)
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology. CoRR (2018)
Neave O'Clery, Ye Yuan, Guy-Bart Stan, Mauricio Barahona
Global Network Prediction from Local Node Dynamics. CoRR (2018)
Jonathan M. Clarke, Leigh R. Warren, Sonal Arora, Mauricio Barahona, Ara Darzi
Guiding interoperable electronic health records through patient-sharing networks. npj Digit. Medicine 1 (2018)
Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
Structured networks and coarse-grained descriptions: a dynamical perspective. CoRR (2018)
Zijing Liu, Mauricio Barahona
Geometric Multiscale Community Detection: Markov Stability and Vector Partitioning. CoRR (2017)
Mariano Beguerisse-Díaz, Gabriel Bosque, Diego A. Oyarzún, Jesús Picó, Mauricio Barahona
Context-dependent metabolic networks. CoRR (2016)
Juan Kuntz, Michela Ottobre, Guy-Bart Stan, Mauricio Barahona
Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming. SIAM J. Sci. Comput. 38 (6) (2016)
Karol A. Bacik, Michael T. Schaub, Mariano Beguerisse-Díaz, Yazan N. Billeh, Mauricio Barahona
Flow-Based Network Analysis of the Caenorhabditis elegans Connectome. PLoS Comput. Biol. 12 (8) (2016)
Panayiotis S. Georgiou, Sophia N. Yaliraki, Emmanuel M. Drakakis, Mauricio Barahona
Window functions and sigmoidal behaviour of memristive systems. Int. J. Circuit Theory Appl. 44 (9) (2016)
Michael T. Schaub, Neave O'Clery, Yazan N. Billeh, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
Graph partitions and cluster synchronization in networks of oscillators. CoRR (2016)
Benjamin R. C. Amor, Sabine I. Vuik, Ryan Callahan, Ara Darzi, Sophia N. Yaliraki, Mauricio Barahona
Community detection and role identification in directed networks: understanding the Twitter network of the care.data debate. CoRR (2015)
Aaron Sim, Sophia N. Yaliraki, Mauricio Barahona, Michael P. H. Stumpf
Great cities look small. CoRR (2015)
Mariano Beguerisse-Díaz, Amy K. McLennan, Guillermo Garduño-Hernández, Mauricio Barahona, Stanley J. Ulijaszek
The 'who' and 'what' of #diabetes on Twitter. CoRR (2015)
Michael T. Schaub, Yazan N. Billeh, Costas A. Anastassiou, Christof Koch, Mauricio Barahona
Emergence of Slow-Switching Assemblies in Structured Neuronal Networks. PLoS Comput. Biol. 11 (7) (2015)
Renaud Lambiotte, Jean-Charles Delvenne, Mauricio Barahona
Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks. CoRR (2015)
Renaud Lambiotte, Jean-Charles Delvenne, Mauricio Barahona
Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks. IEEE Trans. Netw. Sci. Eng. 1 (2) (2014)
Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
On memristor ideality and reciprocity. Microelectron. J. 45 (11) (2014)
Michael T. Schaub, Jörg Lehmann, Sophia N. Yaliraki, Mauricio Barahona
Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution. Netw. Sci. 2 (1) (2014)
Mariano Beguerisse-Díaz, Borislav Vangelov, Mauricio Barahona
Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree. GlobalSIP (2013)
Mariano Beguerisse-Díaz, Guillermo Garduño-Hernández, Borislav Vangelov, Sophia N. Yaliraki, Mauricio Barahona
Communities, roles, and informational organigrams in directed networks: the Twitter network of the UK riots. CoRR (2013)
Jean-Charles Delvenne, Michael T. Schaub, Sophia N. Yaliraki, Mauricio Barahona
The stability of a graph partition: A dynamics-based framework for community detection. CoRR (2013)
Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
Toggling a Genetic Switch Using Reinforcement Learning CoRR (2013)
Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control. CDC (2013)
Ye Yuan, Guy-Bart Stan, Ling Shi, Mauricio Barahona, Jorge M. Goncalves
Decentralised minimum-time consensus. Autom. 49 (5) (2013)
Michael T. Schaub, Jörg Lehmann, Sophia N. Yaliraki, Mauricio Barahona
Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution CoRR (2013)
Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
Ideal memristors as reciprocal elements. ICECS (2013)
Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning with Application to Gene Regulatory Network Control CoRR (2013)
Mariano Beguerisse-Díaz, Borislav Vangelov, Mauricio Barahona
Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree. CoRR (2013)
Mariano Beguerisse-Díaz, Mercedes C. Hernández-Gómez, Alessandro M. Lizzul, Mauricio Barahona, Radhika Desikan
Compound stress response in stomatal closure: a mathematical model of ABA and ethylene interaction in guard cells. BMC Syst. Biol. 6 (2012)
Elena Phoka, Mark Wildie, Simon R. Schultz, Mauricio Barahona
Sensory experience modifies spontaneous state dynamics in a large-scale barrel cortical model. J. Comput. Neurosci. 33 (2) (2012)
Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
Device Properties of Bernoulli Memristors. Proc. IEEE 100 (6) (2012)
Jun Wu, Mauricio Barahona, Yuejin Tan, Hongzhong Deng
Spectral Measure of Structural Robustness in Complex Networks. IEEE Trans. Syst. Man Cybern. Part A 41 (6) (2011)
Ye Yuan, Guy-Bart Stan, Mauricio Barahona, Ling Shi, Jorge M. Goncalves
Decentralised minimal-time consensus. CDC/ECC (2011)
Kathryn Cooper, Mauricio Barahona
Role-similarity based comparison of directed networks CoRR (2011)
Michael T. Schaub, Renaud Lambiotte, Mauricio Barahona
Coding of Markov dynamics for multiscale community detection in complex networks CoRR (2011)
Mariano Beguerisse-Díaz, Baojun Wang, Radhika Desikan, Mauricio Barahona
A global Monte-Carlo method for fitting parameters of differential equation models CoRR (2011)
Michael T. Schaub, Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit CoRR (2011)
Jun Wu, Mauricio Barahona, Y.-J. Tan, H.-Z. Deng
Robustness of regular ring lattices based on natural connectivity. Int. J. Syst. Sci. 42 (7) (2011)
Kathryn Cooper, Mauricio Barahona
Role-based similarity in directed networks CoRR (2010)
Renaud Lambiotte, Roberta Sinatra, Jean-Charles Delvenne, T. S. Evans, Mauricio Barahona, Vito Latora
Flow graphs: interweaving dynamics and structure CoRR (2010)
Zeynep Engin, Jeffrey Ng, Mauricio Barahona, Anil A. Bharath
An analysis of the Map Seeking Circuit and Monte Carlo extensions. ICASSP (2009)
Martin Hemberg, Mauricio Barahona
A Dominated Coupling From The Past algorithm for the stochastic simulation of networks of biochemical reactions. BMC Syst. Biol. 2 (2008)
Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
Stability of graph communities across time scales. CoRR (2008)
Martin Hemberg, Mauricio Barahona
Noise characteristics of interlocked repressilators. BMC Syst. Biol. 1 (S-1) (2007)
E. Lazaridis, Emmanuel M. Drakakis, Mauricio Barahona
A biomimetic CMOS synapse. ISCAS (2006)
Ali Jadbabaie, Nader Motee, Mauricio Barahona
On the stability of the Kuramoto model of coupled nonlinear oscillators. ACC (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauricio Barahona