A network-based method for target selection in metabolic networks. - Roger Guimerà; Marta Sales-Pardo; Luís A. Nunes Amaral (Bioinform., 2007)

Statistical validation of a global model for the distribution of the ultimate number of citations accrued by papers published in a scientific journal. - Michael J. Stringer; Marta Sales-Pardo; Luís A. Nunes Amaral (J. Assoc. Inf. Sci. Technol., 2010)

Predicting human preferences using the block structure of complex social networks - Roger Guimerà; Alejandro Llorente; Esteban Moro Egido; Marta Sales-Pardo (CoRR, 2012)

The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact - Jordi Duch; Xiao Han T. Zeng; Marta Sales-Pardo; Filippo Radicchi; Shayna Otis; Teresa K. Woodruff; Luís A. Nunes Amaral (CoRR, 2012)

Phenomenological Model for Predicting the Catabolic Potential of an Arbitrary Nutrient. - Samuel M. D. Seaver; Marta Sales-Pardo; Roger Guimerà; Luís A. Nunes Amaral (PLoS Comput. Biol., 2012)

A Network Inference Method for Large-Scale Unsupervised Identification of Novel Drug-Drug Interactions. - Roger Guimerà; Marta Sales-Pardo (PLoS Comput. Biol., 2013)

Multilayer stochastic block models reveal the multilayer structure of complex networks. - Toni Valles-Catala; Francesco Alessandro Massucci; Roger Guimerà; Marta Sales-Pardo (CoRR, 2014)

Long-term evolution of techno-social networks: Statistical regularities, predictability and stability of social behaviors. - Antonia Godoy-Lorite; Roger Guimerà; Marta Sales-Pardo (CoRR, 2015)

Accurate and scalable social recommendation using mixed-membership stochastic block models. - Antonia Godoy-Lorite; Roger Guimerà; Cristopher Moore; Marta Sales-Pardo (CoRR, 2016)

Inferring propagation paths for sparsely observed perturbations on complex networks. - Francesco Alessandro Massucci; Jonathan Wheeler; Raul Beltran-Debon; Jorge Joven; Marta Sales-Pardo; Roger Guimerà (CoRR, 2018)

Tensorial and bipartite block models for link prediction in layered networks and temporal networks. - Marc Tarres-Deulofeu; Antonia Godoy-Lorite; Roger Guimerà; Marta Sales-Pardo (CoRR, 2018)

Optimal prediction of decisions and model selection in social dilemmas using block models. - Sergio Cobo-López; Antonia Godoy-Lorite; Jordi Duch; Marta Sales-Pardo; Roger Guimerà (EPJ Data Sci., 2018)

Network-Based Models for Social Recommender Systems. - Antonia Godoy-Lorite; Roger Guimerà; Marta Sales-Pardo (Business and Consumer Analytics: New Ideas, 2019)

CliqueMS: a computational tool for annotating in-source metabolite ions from LC-MS untargeted metabolomics data based on a coelution similarity network. - Oriol Senan; Antoni Aguilar-Mogas; Miriam Navarro; Jordi Capellades; Luke Noon; Deborah Burks; Oscar Yanes; Roger Guimerà; Marta Sales-Pardo (Bioinform., 2019)

Network-based models for social recommender systems. - Antonia Godoy-Lorite; Roger Guimerà; Marta Sales-Pardo (CoRR, 2020)

A Bayesian machine scientist to aid in the solution of challenging scientific problems. - Roger Guimerà; Ignasi Reichardt; Antoni Aguilar-Mogas; Francesco Alessandro Massucci; Manuel Miranda; Jordi Pallarés; Marta Sales-Pardo (CoRR, 2020)

Node metadata can produce predictability transitions in network inference problems. - Oscar Fajardo-Fontiveros; Marta Sales-Pardo; Roger Guimerà (CoRR, 2021)

Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies. - Gaël Poux-Médard; Sergio Cobo-López; Jordi Duch; Roger Guimerà; Marta Sales-Pardo (EPJ Data Sci., 2021)

Fundamental limits to learning closed-form mathematical models from data. - Oscar Fajardo-Fontiveros; Ignasi Reichardt; Harry R. De Los Rios; Jordi Duch; Marta Sales-Pardo; Roger Guimerà (CoRR, 2022)

Bayesian estimation of information-theoretic metrics for sparsely sampled distributions. - Angelo Piga; Lluc Font-Pomarol; Marta Sales-Pardo; Roger Guimerà (CoRR, 2023)

Human mobility is well described by closed-form gravity-like models learned automatically from data. - Oriol Cabanas-Tirapu; Lluís Danús; Esteban Moro; Marta Sales-Pardo; Roger Guimerà (CoRR, 2023)

Differences in collaboration structures and impact among prominent researchers in Europe and North America. - Lluis Danus; Carles Muntaner; Alexander Krauss 002; Marta Sales-Pardo; Roger Guimerà (EPJ Data Sci., 2023)

Socially disruptive periods and topics from information-theoretical analysis of judicial decisions. - Lluc Font-Pomarol; Angelo Piga; Rosa M. Garcia-Teruel; Sergio Nasarre-Aznar; Marta Sales-Pardo; Roger Guimerà (EPJ Data Sci., 2023)

Machine learning mathematical models for incidence estimation during pandemics. - Oscar Fajardo-Fontiveros; Mattia Mattei; Giulio Burgio; Clara Granell; Sergio Gómez; Alex Arenas; Marta Sales-Pardo; Roger Guimerà (PLoS Comput. Biol., 2024)

Language and the use of law are predictive of judge gender and seniority. - Lluc Font-Pomarol; Angelo Piga; Sergio Nasarre-Aznar; Marta Sales-Pardo; Roger Guimerà (EPJ Data Sci., 2024)

SingleFrag: a deep learning tool for MS/MS fragment and spectral prediction and metabolite annotation. - Maribel Pérez-Ribera; Muhammad Faizan-Khan; Roger Giné; Josep M. Badia; Alexandra Junza; Oscar Yanes; Marta Sales-Pardo; Roger Guimerà (Briefings Bioinform., 2025)

A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules. - Manuel Ruiz-Botella; Marta Sales-Pardo; Roger Guimerà (CoRR, 2025)

Bayesian symbolic regression: Automated equation discovery from a physicists' perspective. - Roger Guimerà; Marta Sales-Pardo (CoRR, 2025)