Roger Guimerà

Orcid: 0000-0002-3597-4310

According to our database1, Roger Guimerà authored at least 28 papers between 2002 and 2023.

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Bibliography

2023
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions.
EPJ Data Sci., December, 2023

Differences in collaboration structures and impact among prominent researchers in Europe and North America.
EPJ Data Sci., December, 2023

Human mobility is well described by closed-form gravity-like models learned automatically from data.
CoRR, 2023

Bayesian estimation of information-theoretic metrics for sparsely sampled distributions.
CoRR, 2023

2022
Fundamental limits to learning closed-form mathematical models from data.
CoRR, 2022

2021
Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies.
EPJ Data Sci., 2021

Node metadata can produce predictability transitions in network inference problems.
CoRR, 2021

2020
One model to rule them all in network science?
Proc. Natl. Acad. Sci. USA, 2020

A Bayesian machine scientist to aid in the solution of challenging scientific problems.
CoRR, 2020

Network-based models for social recommender systems.
CoRR, 2020

2019
CliqueMS: a computational tool for annotating in-source metabolite ions from LC-MS untargeted metabolomics data based on a coelution similarity network.
Bioinform., 2019

Network-Based Models for Social Recommender Systems.
Proceedings of the Business and Consumer Analytics: New Ideas, 2019

2018
Optimal prediction of decisions and model selection in social dilemmas using block models.
EPJ Data Sci., 2018

Tensorial and bipartite block models for link prediction in layered networks and temporal networks.
CoRR, 2018

Inferring propagation paths for sparsely observed perturbations on complex networks.
CoRR, 2018

2016
Accurate and scalable social recommendation using mixed-membership stochastic block models.
CoRR, 2016

2015
Long-term evolution of techno-social networks: Statistical regularities, predictability and stability of social behaviors.
CoRR, 2015

2014
Impact of heterogeneity and socioeconomic factors on individual behavior in decentralized sharing ecosystems.
Proc. Natl. Acad. Sci. USA, 2014

Multilayer stochastic block models reveal the multilayer structure of complex networks.
CoRR, 2014

User Behavior and Change: File-sharers and Copyright Laws.
Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013
A Network Inference Method for Large-Scale Unsupervised Identification of Novel Drug-Drug Interactions.
PLoS Comput. Biol., 2013

2012
Phenomenological Model for Predicting the Catabolic Potential of an Arbitrary Nutrient.
PLoS Comput. Biol., 2012

Predicting human preferences using the block structure of complex social networks
CoRR, 2012

2010
Strange bedfellows: community identification in bittorrent.
Proceedings of the 9th international conference on Peer-to-peer systems, 2010

2007
A network-based method for target selection in metabolic networks.
Bioinform., 2007

2004
Local Search with Congestion in Complex Communication Networks.
Proceedings of the Computational Science, 2004

2003
Comparison of simulated annealing and mean field annealing as applied to the generation of block designs.
Neural Networks, 2003

2002
Optimal network topologies for local search with congestion
CoRR, 2002


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