Resultats - Network and Data Science
Network and Data Science
| Tesis Doctorals Dirigides / Theses |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Development of dimensionality reduction techniques for deep learning-based pattern recognition systems. |
| Autor: Alvarado Pérez, Juan Carlos |
| Director: Duch Gavaldà, Jordi; Garcia Garcia, Miguel Angel; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: From Neurons to Classrooms: Multi-Scale Models of Learning |
| Autor: Correig Fraga, Eudald |
| Director: Guimera Manrique, Roger; Sales Pardo, Marta |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Artificial Intelligence (AI) Strategies For Metabolite Identification Based On Tandem Mass Spectrometry Data |
| Autor: Khan, Muhammad Faizan |
| Director: Guimera Manrique, Roger; Yanes Torrado, Óscar |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Network and information-theoretic studies on the effects of research environment in scientific careers: geography, prominence and gender |
| Autor: Danús Amengual, Lluís |
| Director: Guimera Manrique, Roger; Sales Pardo, Marta |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Quantitative large-scale analysis of judicial decisions: judicial disruption and practices |
| Autor: Font Pomarol, Lluc |
| Director: Nasarre Aznar, Sergio; Sales Pardo, Marta; Guimera Manrique, Roger |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Modelling the interplay between human behaviour and the spread of infectious diseases: From toy models to quantitative approaches |
| Autor: Steinegger, Benjamin Franz Josef |
| Director: Granell Martorell, Clara; Arenas Moreno, Alejandro |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Transitions in Bayesian model selection problems: Network-based recommender system and symbolic regression |
| Autor: Fajardo Fontiveros, Oscar |
| Director: Sales Pardo, Marta; Guimera Manrique, Roger |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Transitions in bayesian model selection problems: network-based recommender system and symbolic regression |
| Autor: Oscar Fajardo Fontiveros |
| Director: Marta Sales Pardo; Roger Guimerà Manrique |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Pattern formation framework for chimera states in complex networks |
| Autors: Asllani, M; Arenas, A |
| Any: 2025 Clau: Article |
| Revista: Physical Review e |
| País: N/D |
| Títol: Human mobility is well described by closed-form gravity-like models learned automatically from data |
| Autors: Cabanas-Tirapu, O; Danús, L; Moro, E; Sales-Pardo, M; Guimerà, R |
| Any: 2025 Clau: Article |
| Revista: Nature Communications |
| País: N/D |
| Títol: Connected McMullen-Like Julia Sets in a Chebyshev-Halley Family |
| Autors: Canela, J; Garijo, A; Roesch, P |
| Any: 2025 Clau: Article |
| Revista: Siam Journal On Applied Dynamical Systems |
| País: N/D |
| Títol: Network-driven vaccination strategies for preventing rebound dynamics in metapopulation epidemic control |
| Autors: Castioni, P; Arenas, A |
| Any: 2025 Clau: Article |
| Revista: Physical Review e |
| País: N/D |
| Títol: Interplay between children's cognitive profiles and within-school social interactions is nuanced and differs across ages |
| Autors: Correig-Fraga, E; Guimerà, R; Sales-Pardo, M |
| Any: 2025 Clau: Article |
| Revista: Communications Psychology |
| País: N/D |
| Títol: mdendro: An R Package for Extended Agglomerative Hierarchical Clustering |
| Autors: Fernández, A; Gómez, S |
| Any: 2025 Clau: Article |
| Revista: Journal Of Statistical Software |
| País: N/D |
| Títol: ON THE BASIN OF ATTRACTION OF A CRITICAL THREE-CYCLE OF A MODEL FOR THE SECANT MAP |
| Autors: Fontich, E; Garijo, A; Jarque, X |
| Any: 2025 Clau: Article |
| Revista: Discrete And Continuous Dynamical Systems |
| País: N/D |
| Títol: Prácticas Educativas Abiertas: uso y adaptación de Recursos Educativos Abiertos en la educación superior. Una revisión sistemática |
| Autors: Jenny Alodia Acosta-Martínez; Mireia Usart; Jordi Duch |
| Any: 2025 Clau: Article |
| Revista: Revista Caribeña De Investigación Educativa (Recie) |
| País: N/D |
| Títol: Genotype networks drive oscillating endemicity and epidemic trajectories in viral evolution |
| Autors: Lamata-Otin, Santiago; Rotita-Ion, Octavian C; Arenas, Alex; Soriano-Panos, David; Gomez-Gardenes, Jesus |
| Any: 2025 Clau: Article |
| Revista: Communications Physics |
| País: N/D |
| Títol: Probabilistic alignment of multiple networks |
| Autors: Lázaro, T; Guimerà, R; Sales-Pardo, M |
| Any: 2025 Clau: Article |
| Revista: Nature Communications |
| País: N/D |
| Títol: Structured interactions drive abrupt transitions in the spatial organization of microbial communities |
| Autors: Mattei, M; Soriano-Paños, D; Halappanavar, M; Arenas, A |
| Any: 2025 Clau: Article |
| Revista: Physical Review Research |
| País: N/D |
| Títol: Assessing the impact of interregional mobility on COVID19 spread in Spain using transfer entropy |
| Autors: Ponce-de-Leon, M; Pontes, C; Arenas, A; Valencia, A |
| Any: 2025 Clau: Article |
| Revista: Scientific Reports |
| País: N/D |
| Títol: SingleFrag: a deep learning tool for MS/MS fragment and spectral prediction and metabolite annotation |
| Autors: Pérez-Ribera, M; Faizan-Khan, M; Giné, R; Badia, JM; Junza, A; Yanes, O; Sales-Pardo, M; Guimerà, R |
| Any: 2025 Clau: Article |
| Revista: Briefings In Bioinformatics |
| País: N/D |
| Títol: The spread of the Delta variant in Catalonia during summer 2021: Modelling and interpretation |
| Autors: Steinegger, B; Burgio, G; Castioni, P; Granell, C; Arenas, A |
| Any: 2025 Clau: Article |
| Revista: Journal Of Infection And Public Health |
| País: N/D |
| Títol: Indirect influence on network diffusion |
| Autors: Torres-Hugas, L; Duch, J; Gomez, S |
| Any: 2025 Clau: Article |
| Revista: Communications Physics |
| País: N/D |
| Títol: Harmonization of experimental procedures to assess mitochondrial respiration in human permeabilized skeletal muscle fibers |
| Autors: Doerrier, C; Gama-Perez, P; Pesta, D; Distefano, G; Soendergaard, SD; Chroeis, KM; Gonzalez-Franquesa, A; Goodpaster, BH; Prats, C; Sales-Pardo, M; Guimera, R; Coen, PM; Gnaiger, E; Larsen, S; Garcia-Roves, PM |
| Any: 2024 Clau: Article |
| Revista: Free Radical Biology And Medicine |
| País: N/D |
| Títol: Machine learning mathematical models for incidence estimation during pandemics |
| Autors: Fajardo-Fontiveros, O; Mattei, M; Burgio, G; Granell, C; Gómez, S; Arenas, A; Sales-Pardo, M; Guimerà, R |
| Any: 2024 Clau: Article |
| Revista: Plos Computational Biology |
| País: N/D |
| Títol: Language and the use of law are predictive of judge gender and seniority |
| Autors: Font-Pomarol, L; Piga, A; Nasarre-Aznar, S; Sales-Pardo, M; Guimerà, R |
| Any: 2024 Clau: Article |
| Revista: Epj Data Science |
| País: N/D |
| Títol: Chaotic Dynamics at the Boundary of a Basin of Attraction via Non-transversal Intersections for a Non-global Smooth Diffeomorphism |
| Autors: Fontich, E; Garijo, A; Jarque, X |
| Any: 2024 Clau: Article |
| Revista: Journal Of Nonlinear Science |
| País: N/D |
| Títol: Probabilistic Discrete-Time Models for Spreading Processes in Complex Networks: A Review |
| Autors: Granell, C; Gómez, S; Gómez-Gardeñes, J; Arenas, A |
| Any: 2024 Clau: Review |
| Revista: Annalen Der Physik |
| País: N/D |
| Títol: Exploring spatial segregation induced by competition avoidance as driving mechanism for emergent coexistence in microbial communities |
| Autors: Mattei, M; Arenas, A |
| Any: 2024 Clau: Article |
| Revista: Physical Review e |
| País: N/D |
| Títol: Rebound in epidemic control: how misaligned vaccination timing amplifies infection peaks |
| Autors: Piergiorgio Castioni; Sergio Gómez; Clara Granell; Àlex Arenas |
| Any: 2024 Clau: Article |
| Revista: Npj Complexity |
| País: N/D |
| Títol: Bayesian estimation of information-theoretic metrics for sparsely sampled distributions |
| Autors: Piga, A; Font-Pomarol, L; Sales-Pardo, M; Guimera, R |
| Any: 2024 Clau: Article |
| Revista: Chaos Solitons & Fractals |
| País: N/D |
| Títol: Differences in collaboration structures and impact among prominent researchers in Europe and North America |
| Autors: Danús, L; Muntaner, C; Krauss, A; Sales-Pardo, M; Guimerà, R |
| Any: 2023 Clau: Article |
| Revista: Epj Data Science |
| País: N/D |
| Títol: Fundamental limits to learning closed-form mathematical models from data |
| Autors: Fajardo-Fontiveros, O; Reichardt, I; De Los Rios, H; Duch, J; Sales-Pardo, M; Guimerà, R |
| Any: 2023 Clau: Article |
| Revista: Nature Communications |
| País: N/D |
| Títol: Socially disruptive periods and topics from information-theoretical analysis of judicial decisions |
| Autors: Font-Pomarol, L; Piga, A; Garcia-Teruel, RM; Nasarre-Aznar, S; Sales-Pardo, M; Guimera, R |
| Any: 2023 Clau: Article |
| Revista: Epj Data Science |
| País: N/D |
| Títol: Analysis of SARS-CoV-2 in wastewater for prevalence estimation and investigating clinical diagnostic test biases |
| Autors: Mattei, M; Pintó, RM; Guix, S; Bosch, A; Arenas, A |
| Any: 2023 Clau: Article |
| Revista: Water Research |
| País: N/D |
| Títol: Infrastructures connecting people: A mechanistic model for terrestrial transportation networks |
| Autors: Prignano, L; Font-Pomarol, L; Morer, I; Lozano, S |
| Any: 2023 Clau: Article |
| Revista: Environment And Planning B-Urban Analytics And City Science |
| País: N/D |
| Títol: Hyperedge prediction and the statistical mechanisms of higher-order and lower-order interactions in complex networks |
| Autors: Sales-Pardo, M; Mariné-Tena, A; Guimerà, R |
| Any: 2023 Clau: Article |
| Revista: Proceedings Of The National Academy Of Sciences Of The United States Of America |
| País: N/D |
| Títol: Retrospective study of the first wave of covid-19 in Spain: Analysis of counterfactual scenarios |
| Autors: Steinegger, B; Granell, C; Rapisardi, G; Gomez, S; Matamalas, J; Soriano-Panos, D; Arenas, A |
| Any: 2023 Clau: Article |
| Revista: Medrxiv |
| País: N/D |
| Títol: Joint Analysis of the Epidemic Evolution and Human Mobility During the First Wave of COVID-19 in Spain: Retrospective Study |
| Autors: Steinegger, Benjamin; Granell, Clara; Rapisardi, Giacomo; Gómez, Sergio; Matamalas, Joan; Soriano-Paños, David; Gómez-Gardeñes, Jesús; Arenas, Alex |
| Any: 2023 Clau: Article |
| Revista: Jmir Public Health Surveill |
| País: N/D |
| Títol: Stochastic block models reveal a robust nested pattern in healthy human gut microbiomes |
| Autors: Cobo-López, S; Gupta, VK; Sung, J; Guimerà, R; Sales-Pardo, M |
| Any: 2022 Clau: Article |
| Revista: Pnas Nexus |
| País: N/D |
| Títol: Node Metadata Can Produce Predictability Crossovers in Network Inference Problems |
| Autors: Fajardo-Fontiveros, O; Guimerà, R; Sales-Pardo, M |
| Any: 2022 Clau: Article |
| Revista: Physical Review x |
| País: N/D |
| Títol: Remission of obesity and insulin resistance is not sufficient to restore mitochondrial homeostasis in visceral adipose tissue |
| Autors: Gonzalez-Franquesa, A; Gama-Perez, P; Kulis, M; Szczepanowska, K; Dahdah, N; Moreno-Gomez, S; Latorre-Pellicer, A; Fernández-Ruiz, R; Aguilar-Mogas, A; Hoffman, A; Monelli, E; Samino, S; Miró-Blanch, J; Oemer, G; Duran, X; Sanchez-Rebordelo, E; Schneeberger, M; Obach, M; Montane, J; Castellano, G; Chapaprieta, V; Sun, WF; Navarro, L; Prieto, I; Castaño, C; Novials, A; Gomis, R; Monsalve, M; Claret, M; Graupera, M; Soria, G; Wolfrum, C; Vendrell, J; Fernández-Veledo, S; Enríquez, JA; Carracedo, A; Perales, JC; Nogueiras, R; Herrero, L; Trifunovic, A; Keller, MA; Yanes, O; Sales-Pardo, M; Guimerà, R; Blüher, M; Martín-Subero, JI; Garcia-Roves, PM |
| Any: 2022 Clau: Article |
| Revista: Redox Biology |
| País: N/D |
| Títol: Bow-tie structures of twitter discursive communities |
| Autors: Mattei, M; Pratelli, M; Caldarelli, G; Petrocchi, M; Saracco, F |
| Any: 2022 Clau: Article |
| Revista: Scientific Reports |
| País: N/D |
| Títol: Bayesian Symbolic Learning to Build Analytical Correlations from Rigorous Process Simulations: Application to CO2Capture Technologies |
| Autors: Negri, V; Vazquez, D; Sales-Pardo, M; Guimera, R; Guillen-Gosalbez, G |
| Any: 2022 Clau: Article |
| Revista: Acs Omega |
| País: N/D |
| Títol: Behavioural response to heterogeneous severity of COVID-19 explains temporal variation of cases among different age groups |
| Autors: Steinegger, B; Arola-Fernández, L; Granell, C; Gómez-Gardeñes, J; Arenas, A |
| Any: 2022 Clau: Article |
| Revista: Philosophical Transactions Of The Royal Society A-Mathematical Physical And Engineering Sciences |
| País: N/D |
| Títol: Gene regulatory network inference in long-lived C. elegans reveals modular properties that are predictive of novel aging genes |
| Autors: Suriyalaksh, M; Raimondi, C; Mains, A; Segonds-Pichon, A; Mukhtar, S; Murdoch, S; Aldunate, R; Krueger, F; Guimera, R; Andrews, S; Sales-Pardo, M; Casanueva, O |
| Any: 2022 Clau: Article |
| Revista: Iscience |
| País: N/D |
| Títol: Automatic modeling of socioeconomic drivers of energy consumption and pollution using Bayesian symbolic regression |
| Autors: Vázquez, D; Guimerà, R; Sales-Pardo, M; Guillén-Gosálbez, G |
| Any: 2022 Clau: Article |
| Revista: Sustainable Production And Consumption |
| País: N/D |
| Títol: Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies |
| Autors: Poux-Médard, G; Cobo-Lopez, S; Duch, J; Guimerà, R; Sales-Pardo, M |
| Any: 2021 Clau: Article |
| Revista: Epj Data Science |
| País: N/D |
| Títol: Virus spread versus contact tracing: Two competing contagion processes |
| Autors: Reyna-Lara, A; Soriano-Paños, D; Gómez, S; Granell, C; Matamalas, JT; Steinegger, B; Arenas, A; Gómez-Gardeñes, J |
| Any: 2021 Clau: Article |
| Revista: Physical Review Research |
| País: N/D |
| Títol: Predicting the photocurrent-composition dependence in organic solar cells |
| Autors: Rodríguez-Martínez, X; Pascual-San-José, E; Fei, ZP; Heeney, M; Guimerà, R; Campoy-Quiles, M |
| Any: 2021 Clau: Article |
| Revista: Energy & Environmental Science |
| País: N/D |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Explosive Synchronization and Multistability in Large Systems of Kuramoto Oscillators with Higher-Order Interactions |
| Autors: Skardal PS; Arenas A |
| Any: 2022 Clau: Book Chapters |
| Altres Documents / Other documents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Patents Sol.licitades / Patents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Congressos / Conferences |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Autor/a: SALES PARDO, MARTA |
| Títol: NETSCI'23 (Vienna) - keynote presentation |
| Congrés/acte: N/D |
| Congrés/acte: Invited paper |
| Any: 2023 |
| Autor/a: SALES PARDO, MARTA |
| Títol: The long road to building a machine scientist |
| Congrés/acte: N/D |
| Congrés/acte: Invited paper |
| Any: 2022 |
| Autor/a: SALES PARDO, MARTA |
| Títol: When is data good enough? Using inference to make recommendations and to obtain models from data |
| Congrés/acte: N/D |
| Congrés/acte: Invited paper |
| Any: 2022 |
| Autor/a: Segura-Alabart N, Serratosa F, Gómez S, Fernández A |
| Títol: Nonunique UPGMA clusterings of microsatellite markers |
| Congrés/acte: N/D |
| Congrés/acte: Poster |
| Any: 2022 |
