A new bound of the 𝓛2[0, T]-induced norm and applications to model reduction. - Mario Sznaier; Andrew C. Doherty; Mauricio Barahona; Hideo Mabuchi; John C. Doyle 001 (ACC, 2002)

Finite horizon model reduction and the appearance of dissipation in Hamiltonian systems. - Mauricio Barahona; Andrew C. Doherty; Mario Sznaier; Hideo Mabuchi; John C. Doyle 001 (CDC, 2002)

On the stability of the Kuramoto model of coupled nonlinear oscillators. - Ali Jadbabaie; Nader Motee; Mauricio Barahona (ACC, 2004)

A biomimetic CMOS synapse. - E. Lazaridis; Emmanuel M. Drakakis; Mauricio Barahona (ISCAS, 2006)

Noise characteristics of interlocked repressilators. - Martin Hemberg; Mauricio Barahona (BMC Syst. Biol., 2007)

A Dominated Coupling From The Past algorithm for the stochastic simulation of networks of biochemical reactions. - Martin Hemberg; Mauricio Barahona (BMC Syst. Biol., 2008)

Stability of graph communities across time scales. - Jean-Charles Delvenne; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2008)

An analysis of the Map Seeking Circuit and Monte Carlo extensions. - Zeynep Engin; Jeffrey Ng; Mauricio Barahona; Anil A. Bharath (ICASSP, 2009)

Flow graphs: interweaving dynamics and structure - Renaud Lambiotte; Roberta Sinatra; Jean-Charles Delvenne; T. S. Evans; Mauricio Barahona; Vito Latora (CoRR, 2010)

Role-based similarity in directed networks - Kathryn Cooper; Mauricio Barahona (CoRR, 2010)

Decentralised minimal-time consensus. - Ye Yuan 002; Guy-Bart Stan; Mauricio Barahona; Ling Shi 001; Jorge M. Gonçalves (CDC/ECC, 2011)

Role-similarity based comparison of directed networks - Kathryn Cooper; Mauricio Barahona (CoRR, 2011)

A global Monte-Carlo method for fitting parameters of differential equation models - Mariano Beguerisse-Díaz; Baojun Wang; Radhika Desikan; Mauricio Barahona (CoRR, 2011)

Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit - Michael T. Schaub; Jean-Charles Delvenne; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2011)

Coding of Markov dynamics for multiscale community detection in complex networks - Michael T. Schaub; Renaud Lambiotte; Mauricio Barahona (CoRR, 2011)

Robustness of regular ring lattices based on natural connectivity. - Jun Wu 004; Mauricio Barahona; Yuejin Tan; Hongzhong Deng (Int. J. Syst. Sci., 2011)

Spectral Measure of Structural Robustness in Complex Networks. - Jun Wu 004; Mauricio Barahona; Yuejin Tan; Hongzhong Deng (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Compound stress response in stomatal closure: a mathematical model of ABA and ethylene interaction in guard cells. - Mariano Beguerisse-Díaz; Mercedes C. Hernández-Gómez; Alessandro M. Lizzul; Mauricio Barahona; Radhika Desikan (BMC Syst. Biol., 2012)

Sensory experience modifies spontaneous state dynamics in a large-scale barrel cortical model. - Elena Phoka; Mark Wildie; Simon R. Schultz; Mauricio Barahona (J. Comput. Neurosci., 2012)

Device Properties of Bernoulli Memristors. - Panayiotis S. Georgiou; Mauricio Barahona; Sophia N. Yaliraki; Emmanuel M. Drakakis (Proc. IEEE, 2012)

On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control. - Aivar Sootla; Natalja Strelkowa; Damien Ernst; Mauricio Barahona; Guy-Bart Stan (CDC, 2013)

Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree. - Mariano Beguerisse-Díaz; Borislav Vangelov; Mauricio Barahona (GlobalSIP, 2013)

Ideal memristors as reciprocal elements. - Panayiotis S. Georgiou; Mauricio Barahona; Sophia N. Yaliraki; Emmanuel M. Drakakis (ICECS, 2013)

Decentralised minimum-time consensus. - Ye Yuan 002; Guy-Bart Stan; Ling Shi 001; Mauricio Barahona; Jorge M. Gonçalves (Autom., 2013)

Communities, roles, and informational organigrams in directed networks: the Twitter network of the UK riots. - Mariano Beguerisse-Díaz; Guillermo Garduño-Hernández; Borislav Vangelov; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2013)

The stability of a graph partition: A dynamics-based framework for community detection. - Jean-Charles Delvenne; Michael T. Schaub; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2013)

Toggling a Genetic Switch Using Reinforcement Learning - Aivar Sootla; Natalja Strelkowa; Damien Ernst; Mauricio Barahona; Guy-Bart Stan (CoRR, 2013)

On memristor ideality and reciprocity. - Panayiotis S. Georgiou; Mauricio Barahona; Sophia N. Yaliraki; Emmanuel M. Drakakis (Microelectron. J., 2014)

Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution. - Michael T. Schaub; Jörg Lehmann; Sophia N. Yaliraki; Mauricio Barahona (Netw. Sci., 2014)

Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks. - Renaud Lambiotte; Jean-Charles Delvenne; Mauricio Barahona (IEEE Trans. Netw. Sci. Eng., 2014)

Community detection and role identification in directed networks: understanding the Twitter network of the care.data debate. - Benjamin R. C. Amor; Sabine I. Vuik; Ryan Callahan; Ara Darzi; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2015)

The 'who' and 'what' of #diabetes on Twitter. - Mariano Beguerisse-Díaz; Amy K. McLennan; Guillermo Garduño-Hernández; Mauricio Barahona; Stanley J. Ulijaszek (CoRR, 2015)

Great cities look small. - Aaron Sim; Sophia N. Yaliraki; Mauricio Barahona; Michael P. H. Stumpf (CoRR, 2015)

Emergence of Slow-Switching Assemblies in Structured Neuronal Networks. - Michael T. Schaub; Yazan N. Billeh; Costas A. Anastassiou; Christof Koch; Mauricio Barahona (PLoS Comput. Biol., 2015)

Context-dependent metabolic networks. - Mariano Beguerisse-Díaz; Gabriel Bosque; Diego A. Oyarzún; Jesús Picó; Mauricio Barahona (CoRR, 2016)

Graph partitions and cluster synchronization in networks of oscillators. - Michael T. Schaub; Neave O'Clery; Yazan N. Billeh; Jean-Charles Delvenne; Renaud Lambiotte; Mauricio Barahona (CoRR, 2016)

Window functions and sigmoidal behaviour of memristive systems. - Panayiotis S. Georgiou; Sophia N. Yaliraki; Emmanuel M. Drakakis; Mauricio Barahona (Int. J. Circuit Theory Appl., 2016)

Flow-Based Network Analysis of the Caenorhabditis elegans Connectome. - Karol A. Bacik; Michael T. Schaub; Mariano Beguerisse-Díaz; Yazan N. Billeh; Mauricio Barahona (PLoS Comput. Biol., 2016)

Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming. - Juan Kuntz; Michela Ottobre; Guy-Bart Stan; Mauricio Barahona (SIAM J. Sci. Comput., 2016)

Geometric multiscale community detection: Markov stability and vector partitioning. - Zijing Liu; Mauricio Barahona (J. Complex Networks, 2018)

Multiscale dynamical embeddings of complex networks. - Michael T. Schaub; Jean-Charles Delvenne; Renaud Lambiotte; Mauricio Barahona (CoRR, 2018)

Structured networks and coarse-grained descriptions: a dynamical perspective. - Michael T. Schaub; Jean-Charles Delvenne; Renaud Lambiotte; Mauricio Barahona (CoRR, 2018)

From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology. - M. Tarik Altuncu; Erik Mayer; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2018)

Content-driven, unsupervised clustering of news articles through multiscale graph partitioning. - M. Tarik Altuncu; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 2018)

Global Network Prediction from Local Node Dynamics. - Neave O'Clery; Ye Yuan 002; Guy-Bart Stan; Mauricio Barahona (CoRR, 2018)

Guiding interoperable electronic health records through patient-sharing networks. - Jonathan M. Clarke; Leigh R. Warren; Sonal Arora; Mauricio Barahona; Ara Darzi (npj Digit. Medicine, 2018)

From free text to clusters of content in health records: an unsupervised graph partitioning approach. - M. Tarik Altuncu; Erik Mayer; Sophia N. Yaliraki; Mauricio Barahona (Appl. Netw. Sci., 2019)

Data-driven unsupervised clustering of online learner behaviour. - Robert L. Peach; Sophia N. Yaliraki; David Lefevre; Mauricio Barahona (CoRR, 2019)

Graph centrality is a question of scale. - Alexis Arnaudon; Robert L. Peach; Mauricio Barahona (CoRR, 2019)

Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records. - M. Tarik Altuncu; Eloise Sorin; Joshua D. Symons; Erik Mayer; Sophia N. Yaliraki; Francesca Toni; Mauricio Barahona (CoRR, 2019)

Semi-supervised classification on graphs using explicit diffusion dynamics. - Robert L. Peach; Alexis Arnaudon; Mauricio Barahona (CoRR, 2019)

Precision identification of high-risk phenotypes and progression pathways in severe malaria without requiring longitudinal data. - Iain G. Johnston; Till Hoffmann; Sam F. Greenbury; Ornella Cominetti; Muminatou Jallow; Dominic Kwiatkowski; Mauricio Barahona; Nick S. Jones; Climent Casals-Pascual (npj Digit. Medicine, 2019)

The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains. - Juan Kuntz; Philipp Thomas; Guy-Bart Stan; Mauricio Barahona (SIAM J. Sci. Comput., 2019)

Graph-Based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. - M. Tarik Altuncu; Sophia N. Yaliraki; Mauricio Barahona (COMPLEX NETWORKS (2), 2020)

Graph-based data clustering via multiscale community detection. - Zijing Liu; Mauricio Barahona (Appl. Netw. Sci., 2020)

Severability of mesoscale components and local time scales in dynamical networks. - Yun William Yu; Jean-Charles Delvenne; Sophia N. Yaliraki; Mauricio Barahona (CoRR, 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)

Learning spatiotemporal signals using a recurrent spiking network that discretizes time. - Amadeus Maes; Mauricio Barahona; Claudia Clopath (PLoS Comput. Biol., 2020)

Similarity measure for sparse time course data based on Gaussian processes. - Zijing Liu; Mauricio Barahona (UAI, 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)

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)

ProteinLens: a web-based application for the analysis of allosteric signalling on atomistic graphs of biomolecules. - Sophia Mersmann; Léonie Strömich; Florian J. Song; Nan Wu; Francesca V. Vianello; Mauricio Barahona; Sophia N. Yaliraki (Nucleic Acids Res., 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)

Geometric graphs from data to aid classification tasks with Graph Convolutional Networks. - Yifan Qian; Paul Expert; Pietro Panzarasa; Mauricio Barahona (Patterns, 2021)

Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. - Amadeus Maes; Mauricio Barahona; Claudia Clopath (PLoS Comput. Biol., 2021)

Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces. - Juan Kuntz; Philipp Thomas; Guy-Bart Stan; Mauricio Barahona (SIAM J. Optim., 2021)

Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations. - Juan Kuntz; Philipp Thomas; Guy-Bart Stan; Mauricio Barahona (SIAM Rev., 2021)

Improving information fusion on multimodal clinical data in classification settings. - Sneha Jha; Erik Mayer; Mauricio Barahona (LOUHI@EMNLP, 2022)

ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. - Asem Alaa; Erik Mayer; Mauricio Barahona (MLHC, 2022)

Multiscale mobility patterns and the restriction of human mobility under lockdown. - Dominik J. Schindler; Jonathan Clarke; Mauricio Barahona (CoRR, 2022)

Finding positively invariant sets and proving exponential stability of limit cycles using Sum-of-Squares decompositions. - Elias August; Mauricio Barahona (CoRR, 2022)

Quantifying the Alignment of Graph and Features in Deep Learning. - Yifan Qian; Paul Expert; Tom Rieu; Pietro Panzarasa; Mauricio Barahona (IEEE Trans. Neural Networks Learn. Syst., 2022)

Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions. - Zhaolu Liu; Robert L. Peach; Pedro A. M. Mediano; Mauricio Barahona (NeurIPS, 2023)

Robust machine learning pipelines for trading market-neutral stock portfolios. - Thomas Wong; Mauricio Barahona (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)

Understanding Model Complexity for temporal tabular and multi-variate time series, case study with Numerai data science tournament. - Thomas Wong; Mauricio Barahona (CoRR, 2023)

Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions. - Thomas Wong; Mauricio Barahona (CoRR, 2023)

Interpretable statistical representations of neural population dynamics and geometry. - Adam Gosztolai; Robert L. Peach; Alexis Arnaudon; Mauricio Barahona; Pierre Vandergheynst (CoRR, 2023)

Persistent Homology of the Multiscale Clustering Filtration. - Dominik J. Schindler; Mauricio Barahona (CoRR, 2023)

RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis. - Dimitar Georgiev; Simon Vilms Pedersen; Ruoxiao Xie; Álvaro Fernández-Galiana; Molly M. Stevens; Mauricio Barahona (CoRR, 2023)

A continuous Structural Intervention Distance to compare Causal Graphs. - Mihir Dhanakshirur; Felix Laumann; Junhyung Park; Mauricio Barahona (CoRR, 2023)

BART-based inference for Poisson processes. - Stamatina Lamprinakou; Mauricio Barahona; Seth R. Flaxman; Sarah Filippi; Axel Gandy; Emma J. McCoy (Comput. Stat. Data Anal., 2023)

Kernel-Based Independence Tests for Causal Structure Learning on Functional Data. - Felix Laumann; Julius von Kügelgen; Junhyung Park; Bernhard Schölkopf; Mauricio Barahona (Entropy, 2023)

Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. - Dimitar Georgiev; Álvaro Fernández-Galiana; Simon Vilms Pedersen; Georgios Papadopoulos 007; Ruoxiao Xie; Molly M. Stevens; Mauricio Barahona (CoRR, 2024)

LGDE: Local Graph-based Dictionary Expansion. - Dominik J. Schindler; Sneha Jha; Xixuan Zhang; Kilian Buehling; Annett Heft; Mauricio Barahona (CoRR, 2024)

Patterns of co-occurrent skills in UK job adverts. - Zhaolu Liu; Jonathan M. Clarke; Bertha Rohenkohl; Mauricio Barahona (CoRR, 2024)

Information-Theoretic Measures on Lattices for High-Order Interactions. - Zhaolu Liu; Mauricio Barahona; Robert L. Peach (CoRR, 2024)

Comparing natural language processing representations of coded disease sequences for prediction in electronic health records. - Thomas Beaney; Sneha Jha; Asem Alaa; Alexander Smith 009; Jonathan Clarke; Thomas Woodcock; Azeem Majeed; Paul Aylin; Mauricio Barahona (J. Am. Medical Informatics Assoc., 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., 2024)

Information-Theoretic Measures on Lattices for Higher-Order Interactions. - Zhaolu Liu; Mauricio Barahona; Robert L. Peach (AISTATS, 2025)