Roger Guimerà

36 papers A 1Misc 1Journal 32Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules. CoRR Manuel Ruiz-Botella, Marta Sales-Pardo, Roger Guimerà
2025	J	`jnl`	Bayesian symbolic regression: Automated equation discovery from a physicists' perspective. CoRR Roger Guimerà, Marta Sales-Pardo
2025	J	`jnl`	SingleFrag: a deep learning tool for MS/MS fragment and spectral prediction and metabolite annotation. Briefings Bioinform. Maribel Pérez-Ribera, Muhammad Faizan-Khan, Roger Giné, Josep M. Badia, Alexandra Junza, Oscar Yanes, Marta Sales-Pardo, Roger Guimerà
2024	J	`jnl`	Language and the use of law are predictive of judge gender and seniority. EPJ Data Sci. Lluc Font-Pomarol, Angelo Piga, Sergio Nasarre-Aznar, Marta Sales-Pardo, Roger Guimerà
2024	J	`jnl`	Machine learning mathematical models for incidence estimation during pandemics. PLoS Comput. Biol. Oscar Fajardo-Fontiveros, Mattia Mattei, Giulio Burgio, Clara Granell, Sergio Gómez, Alex Arenas, Marta Sales-Pardo, Roger Guimerà
2023	J	`jnl`	Bayesian estimation of information-theoretic metrics for sparsely sampled distributions. CoRR Angelo Piga, Lluc Font-Pomarol, Marta Sales-Pardo, Roger Guimerà
2023	J	`jnl`	Differences in collaboration structures and impact among prominent researchers in Europe and North America. EPJ Data Sci. Lluis Danus, Carles Muntaner, Alexander Krauss, Marta Sales-Pardo, Roger Guimerà
2023	J	`jnl`	Human mobility is well described by closed-form gravity-like models learned automatically from data. CoRR Oriol Cabanas-Tirapu, Lluís Danús, Esteban Moro, Marta Sales-Pardo, Roger Guimerà
2023	J	`jnl`	Socially disruptive periods and topics from information-theoretical analysis of judicial decisions. EPJ Data Sci. Lluc Font-Pomarol, Angelo Piga, Rosa M. Garcia-Teruel, Sergio Nasarre-Aznar, Marta Sales-Pardo, Roger Guimerà
2022	J	`jnl`	Differences in collaboration structures and impact among prominent researchers in Europe and North America. CoRR Lluis Danus, Carles Muntaner, Alexander Krauss, Marta Sales-Pardo, Roger Guimerà
2022	J	`jnl`	Fundamental limits to learning closed-form mathematical models from data. CoRR Oscar Fajardo-Fontiveros, Ignasi Reichardt, Harry R. De Los Rios, Jordi Duch, Marta Sales-Pardo, Roger Guimerà
2021	J	`jnl`	Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies. CoRR Gaël Poux-Médard, Sergio Cobo-López, Jordi Duch, Roger Guimerà, Marta Sales-Pardo
2021	J	`jnl`	Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies. EPJ Data Sci. Gaël Poux-Médard, Sergio Cobo-López, Jordi Duch, Roger Guimerà, Marta Sales-Pardo
2021	J	`jnl`	Node metadata can produce predictability transitions in network inference problems. CoRR Oscar Fajardo-Fontiveros, Marta Sales-Pardo, Roger Guimerà
2020	J	`jnl`	A Bayesian machine scientist to aid in the solution of challenging scientific problems. CoRR Roger Guimerà, Ignasi Reichardt, Antoni Aguilar-Mogas, Francesco Alessandro Massucci, Manuel Miranda, Jordi Pallarés, Marta Sales-Pardo
2020	J	`jnl`	Network-based models for social recommender systems. CoRR Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo
2020	J	`jnl`	One model to rule them all in network science? Proc. Natl. Acad. Sci. USA Roger Guimerà
2020	J	`jnl`	Optimal prediction of decisions and model selection in social dilemmas using block models. CoRR Sergio Cobo-López, Antonia Godoy-Lorite, Jordi Duch, Marta Sales-Pardo, Roger Guimerà
2019	J	`jnl`	CliqueMS: a computational tool for annotating in-source metabolite ions from LC-MS untargeted metabolomics data based on a coelution similarity network. Bioinform. Oriol Senan, Antoni Aguilar-Mogas, Miriam Navarro, Jordi Capellades, Luke Noon, Deborah Burks, Oscar Yanes, Roger Guimerà, Marta Sales-Pardo
2019	—	`ch.`	Network-Based Models for Social Recommender Systems. Business and Consumer Analytics: New Ideas Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo
2018	J	`jnl`	Inferring propagation paths for sparsely observed perturbations on complex networks. CoRR Francesco Alessandro Massucci, Jonathan Wheeler, Raul Beltran-Debon, Jorge Joven, Marta Sales-Pardo, Roger Guimerà
2018	J	`jnl`	Optimal prediction of decisions and model selection in social dilemmas using block models. EPJ Data Sci. Sergio Cobo-López, Antonia Godoy-Lorite, Jordi Duch, Marta Sales-Pardo, Roger Guimerà
2018	J	`jnl`	Tensorial and bipartite block models for link prediction in layered networks and temporal networks. CoRR Marc Tarres-Deulofeu, Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo
2016	J	`jnl`	Accurate and scalable social recommendation using mixed-membership stochastic block models. CoRR Antonia Godoy-Lorite, Roger Guimerà, Cristopher Moore, Marta Sales-Pardo
2015	J	`jnl`	Long-term evolution of techno-social networks: Statistical regularities, predictability and stability of social behaviors. CoRR Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo
2014	J	`jnl`	Impact of heterogeneity and socioeconomic factors on individual behavior in decentralized sharing ecosystems. Proc. Natl. Acad. Sci. USA Arnau Gavaldà-Miralles, David R. Choffnes, John S. Otto, Mario A. Sánchez, Fabián E. Bustamante, Luís A. Nunes Amaral, Jordi Duch, Roger Guimerà
2014	J	`jnl`	Multilayer stochastic block models reveal the multilayer structure of complex networks. CoRR Toni Valles-Catala, Francesco Alessandro Massucci, Roger Guimerà, Marta Sales-Pardo
2014	A	`conf`	User Behavior and Change: File-sharers and Copyright Laws. CoNEXT Arnau Gavaldà-Miralles, John S. Otto, Fabián E. Bustamante, Luís A. Nunes Amaral, Jordi Duch, Roger Guimerà
2013	J	`jnl`	A Network Inference Method for Large-Scale Unsupervised Identification of Novel Drug-Drug Interactions. PLoS Comput. Biol. Roger Guimerà, Marta Sales-Pardo
2012	J	`jnl`	Phenomenological Model for Predicting the Catabolic Potential of an Arbitrary Nutrient. PLoS Comput. Biol. Samuel M. D. Seaver, Marta Sales-Pardo, Roger Guimerà, Luís A. Nunes Amaral
2012	J	`jnl`	Predicting human preferences using the block structure of complex social networks CoRR Roger Guimerà, Alejandro Llorente, Esteban Moro Egido, Marta Sales-Pardo
2010	—	`conf`	Strange bedfellows: community identification in bittorrent. IPTPS David R. Choffnes, Jordi Duch, R. Dean Malmgren, Roger Guimerà, Fabián E. Bustamante, Luís A. Nunes Amaral
2007	J	`jnl`	A network-based method for target selection in metabolic networks. Bioinform. Roger Guimerà, Marta Sales-Pardo, Luís A. Nunes Amaral
2004	Misc	`conf`	Local Search with Congestion in Complex Communication Networks. International Conference on Computational Science Alex Arenas, Leon Danon, Albert Díaz-Guilera, Roger Guimerà
2003	J	`jnl`	Comparison of simulated annealing and mean field annealing as applied to the generation of block designs. Neural Networks Pau Bofill, Roger Guimerà, Carme Torras
2002	J	`jnl`	Optimal network topologies for local search with congestion CoRR Roger Guimerà, Alex Arenas, Albert Díaz-Guilera, Fernando Vega-Redondo, Antonio Cabrales