Massimiliano Zanin

81 papers B 7C 1Misc 1Journal 65Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generation of synthetic delay time series for air transport applications. CoRR Pau Esteve, Massimiliano Zanin
2026	J	`jnl`	Predictability of temporal network dynamics in normal ageing and brain pathology. J. Complex Networks Annalisa Caligiuri, David Papo, Görsev Yener, Bahar Güntekin, Tobias Galla, Lucas Lacasa, Massimiliano Zanin
2025	J	`jnl`	Algorithmic Approaches for Assessing Multiscale Irreversibility in Time Series: Review and Comparison. Entropy Massimiliano Zanin, David Papo
2025	J	`jnl`	Evaluating Methods for Detrending Time Series Using Ordinal Patterns, with an Application to Air Transport Delays. Entropy Felipe Olivares, F. Javier Marín-Rodríguez, Kishor Acharya, Massimiliano Zanin
2025	J	`jnl`	Functional Connectivity Networks for Transportation Delay Analysis: from Theory to Software. CoRR Carlson Moses Büth, Massimiliano Zanin
2025	J	`jnl`	Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions. Entropy Felipe Olivares, Massimiliano Zanin
2025	J	`jnl`	infomeasure: A Comprehensive Python Package for Information Theory Measures and Estimators. CoRR Carlson Moses Büth, Kishor Acharya, Massimiliano Zanin
2025	J	`jnl`	irreversibility: A Python Package for Assessing and Manipulating the Time Irreversibility of Real-World Time Series. Entropy Massimiliano Zanin
2024	—	`conf`	Advanced Methodologies and Technologies for Innovative Information Systems. BIBM Roy R. Cecil, João L. Miranda, Mariana Nagy, Marcos Da Silveira, Massimiliano Zanin
2024	J	`jnl`	Augmenting Granger Causality through continuous ordinal patterns. Commun. Nonlinear Sci. Numer. Simul. Massimiliano Zanin
2024	J	`jnl`	Evaluating Time Irreversibility Tests Using Geometric Brownian Motions with Stochastic Resetting. Symmetry Massimiliano Zanin, Pece Trajanovski, Petar Jolakoski, Trifce Sandev, Ljupco Kocarev
2024	J	`jnl`	Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems. IEEE Access Sofia Gil-Rodrigo, Massimiliano Zanin
2024	J	`jnl`	Manipulating Time Series Irreversibility Through Continuous Ordinal Patterns. Symmetry Massimiliano Zanin
2023	J	`jnl`	Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018. IEEE Trans. Netw. Sci. Eng. Pau Esteve, José J. Ramasco, Massimiliano Zanin
2022	J	`jnl`	A Fast Transform for Brain Connectivity Difference Evaluation. Neuroinformatics Massimiliano Zanin, Ilinka Ivanoska, Bahar Güntekin, Görsev Yener, Tatjana Loncar-Turukalo, Niksa Jakovljevic, Olivera Sveljo, David Papo
2022	J	`jnl`	Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification. IEEE Access Ilinka Ivanoska, Luisina Pastorino, Massimiliano Zanin
2022	J	`jnl`	Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations. Commun. Nonlinear Sci. Numer. Simul. Massimiliano Zanin
2022	J	`jnl`	From random failures to targeted attacks in network dismantling. Reliab. Eng. Syst. Saf. Sebastian Wandelt, Wei Lin, Xiaoqian Sun, Massimiliano Zanin
2022	J	`jnl`	Optimal Cost-Based Strengthening of Complex Networks. IEEE Trans. Netw. Sci. Eng. Qingnan Rong, Jun Zhang, Xiaoqian Sun, Sebastian Wandelt, Massimiliano Zanin, Liang Tian
2021	B	`conf`	A Meta-Path-Based Prediction Method for Disease Comorbidities. CBMS Eduardo P. García del Valle, Lucía Prieto Santamaría, Gerardo Lagunes García, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
2021	J	`jnl`	Algorithmic Approaches for Assessing Irreversibility in Time Series: Review and Comparison. Entropy Massimiliano Zanin, David Papo
2021	J	`jnl`	Assessing Granger Causality on Irregular Missing and Extreme Data. IEEE Access Massimiliano Zanin
2021	J	`jnl`	Deep learning in systems medicine. Briefings Bioinform. Haiying Wang, Estelle Pujos-Guillot, Blandine Comte, João Luís de Miranda, Vojtech Spiwok, Ivan Chorbev, Filippo Castiglione, Paolo Tieri, Steven Watterson, Roisin McAllister, Tiago De Melo Malaquias, Massimiliano Zanin, Taranjit Singh Rai, Huiru Zheng
2021	J	`jnl`	DisMaNET: A network-based tool to cross map disease vocabularies. Comput. Methods Programs Biomed. Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
2021	J	`jnl`	Normal tissue content impact on the GBM molecular classification. Briefings Bioinform. Rodrigo Madurga, Noemí García-Romero, Beatriz Jiménez, Ana Collazo, Francisco Pérez-Rodríguez, Aurelio Hernández-Laín, Carlos Fernández-Carballal, Ricardo Prat-Acín, Massimiliano Zanin, Ernestina Menasalvas, Ángel Ayuso-Sacido
2020	—	`conf`	An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges. MIPRO Massimiliano Zanin, Ernestina Menasalvas, Alejandro Rodríguez González, Pavel Smrz
2020	B	`conf`	Analysis of New Nosological Models from Disease Similarities using Clustering. CBMS Lucía Prieto Santamaría, Eduardo P. García del Valle, Gerardo Lagunes García, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Gandhi Hernández-Chan
2020	J	`jnl`	Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis. IEEE Access Massimiliano Zanin
2020	J	`jnl`	Community Detection Boosts Network Dismantling on Real-World Networks. IEEE Access Sebastian Wandelt, Xing Shi, Xiaoqian Sun, Massimiliano Zanin
2020	—	`conf`	Developing a Data Analytics Toolbox to Support CPS-based Services. MECO Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Christian Wolff, Juana Wendt, Elisa A. Herrmann, Pavel Smrz
2020	J	`jnl`	How Wikipedia disease information evolve over time? An analysis of disease-based articles changes. Inf. Process. Manag. Gerardo Lagunes García, Alejandro Rodríguez González, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz
2020	J	`jnl`	Reconstructing the patient's natural history from electronic health records. Artif. Intell. Medicine Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas
2019	J	`jnl`	Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine. Briefings Bioinform. Massimiliano Zanin, Ivan Chorbev, Blaz Stres, Egils Stalidzans, Julio Vera, Paolo Tieri, Filippo Castiglione, Derek Groen, Huiru Zheng, Jan Baumbach, Johannes A. Schmid, José Basilio, Peter Klimek, Natasa Debeljak, Damjana Rozman, Harald H. H. W. Schmidt
2019	B	`conf`	Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources. CBMS Eduardo P. García del Valle, Gerardo Lagunes García, Ernestina Menasalvas Ruiz, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González
2019	—	`conf`	Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products. CPSS@IOT Ana Correia, Christian Wolff, Massimiliano Zanin, Ernestina Menasalvas, Elisa A. Herrmann, Victor Corral, Miriam Kachelmann, Rance DeLong, Pavel Smrz
2019	J	`jnl`	Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources. J. Biomed. Informatics Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
2019	J	`jnl`	Fostering interpretability of data mining models through data perturbation. Expert Syst. Appl. Seddik Belkoura, Massimiliano Zanin, Antonio LaTorre
2019	J	`jnl`	Permutation Entropy and Irreversibility in Gait Kinematic Time Series from Patients with Mild Cognitive Decline and Early Alzheimer's Dementia. Entropy Juan Andrés Martín-Gonzalo, Irene Pulido-Valdeolivas, Yu Wang, Ting Wang, Guadalupe Chiclana-Actis, Maria del Carmen Algarra-Lucas, Itziar Palmí-Cortés, Jorge Fernández Travieso, Maria Dolores Torrecillas-Narváez, Ambrosio A. Miralles-Martinez, Estrella Rausell, David Gómez-Andrés, Massimiliano Zanin
2019	B	`conf`	Recognition of Time Expressions in Spanish Electronic Health Records. CBMS Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas
2019	B	`conf`	Wikipedia Disease Articles: An Analysis of their Content and Evolution. CBMS Gerardo Lagunes García, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
2018	J	`jnl`	Assessing Time Series Reversibility through Permutation Patterns. Entropy Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, David Papo
2018	J	`jnl`	Characterizing Normal and Pathological Gait through Permutation Entropy. Entropy Massimiliano Zanin, David Gómez-Andrés, Irene Pulido-Valdeolivas, Juan Andrés Martín-Gonzalo, Javier López López, Samuel Ignacio Pascual-Pascual, Estrella Rausell
2018	J	`jnl`	Credit Card Fraud Detection through Parenclitic Network Analysis. Complex. Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado
2018	B	`conf`	Evaluating Wikipedia as a Source of Information for Disease Understanding. CBMS Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
2018	J	`jnl`	Evaluating Wikipedia as a source of information for disease understanding. CoRR Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz
2018	J	`jnl`	From the Difference of Structures to the Structure of the Difference. Complex. Massimiliano Zanin, Ernestina Menasalvas, Xiaoqian Sun, Sebastian Wandelt
2018	J	`jnl`	IASIS and BigMedilytics: Towards personalized medicine in Europe. CoRR Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez
2018	J	`jnl`	Indoor Temperature Prediction in an IoT Scenario. Sensors Pedro Lima-Monteiro, Massimiliano Zanin, Ernestina Menasalvas Ruiz, João Paulo Pimentão, Pedro Alexandre da Costa Sousa
2018	J	`jnl`	Profiling Lung Cancer Patients Using Electronic Health Records. J. Medical Syst. Ernestina Menasalvas Ruiz, Juan Manuel Tuñas, Guzmán Bermejo, Consuelo Gonzalo-Martín, Alejandro Rodríguez González, Massimiliano Zanin, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Jesús Rey, Consuelo Parejo, Juan Luis Cruz-Bermúdez, Mariano Provencio
2018	J	`jnl`	QRE: Quick Robustness Estimation for large complex networks. Future Gener. Comput. Syst. Sebastian Wandelt, Xiaoqian Sun, Massimiliano Zanin, Shlomo Havlin
2017	J	`jnl`	Credit card fraud detection through parenclitic network analysis. CoRR Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado
2016	J	`jnl`	Combining complex networks and data mining: why and how. CoRR Massimiliano Zanin, David Papo, Pedro A. C. Sousa, Ernestina Menasalvas, Andrea Nicchi, Elaine Kubik, Stefano Boccaletti
2016	J	`jnl`	The ACE Brain. Frontiers Comput. Neurosci. Massimiliano Zanin, David Papo
2016	J	`jnl`	Using complex networks for refining survival prognosis in prostate cancer patient. F1000Research Massimiliano Zanin
2015	B	`conf`	Design and Implementation of a Secure Auction System for Air Transport Slots. SERVICES Massimiliano Zanin, Emilio Alvarez Pereira, Vaishali Mirchandani, Alberto Enrich, Julio Cesar Triana
2015	J	`jnl`	On alternative formulations of the small-world metric in complex networks. CoRR Massimiliano Zanin
2015	Misc	`conf`	Probabilistic Constraint Programming for Parameters Optimisation of Generative Models. EPIA Massimiliano Zanin, Marco Correia, Pedro A. C. Sousa, Jorge Cruz
2015	J	`jnl`	Studying Attacks to Information Systems Using Functional Networks. Frontiers ICT Massimiliano Zanin, David Papo
2014	—	`conf`	Analysis of Complex Data by Means of Complex Networks. DoCEIS Massimiliano Zanin, Ernestina Menasalvas Ruiz, Stefano Boccaletti, Pedro A. C. Sousa
2014	J	`jnl`	Characterizing Motif Dynamics of Electric Brain Activity Using Symbolic Analysis. Entropy Massimiliano Zanin, David Papo
2014	—	`—`	Complex networks and data mining: toward a new perspective for the understanding of complex systems Massimiliano Zanin
2014	J	`jnl`	Gray code permutation algorithm for high-dimensional data encryption. Inf. Sci. Massimiliano Zanin, Alexander N. Pisarchik
2014	J	`jnl`	Information content: beyond modularity in complex networks. CoRR Massimiliano Zanin, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
2014	J	`jnl`	On Demand Data Analysis and Filtering for Inaccurate Flight Trajectories. CoRR Massimiliano Zanin, David Perez, Kumardev Chatterjee, Dimitrios S. Kolovos, Richard F. Paige, Andreas Horst, Bernhard Rumpe
2014	J	`jnl`	The structure and dynamics of multilayer networks. CoRR S. Boccaletti, Ginestra Bianconi, Regino Criado, Charo I. Del Genio, Jesús Gómez-Gardeñes, Miguel Romance, Irene Sendiña-Nadal, Z. Wang, Massimiliano Zanin
2013	J	`jnl`	Efficient neural codes can lead to spurious synchronization. Frontiers Comput. Neurosci. Massimiliano Zanin, David Papo
2012	J	`jnl`	Characterization and exploitation of community structure in cover song networks. Pattern Recognit. Lett. Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra
2012	J	`jnl`	Editorial. Int. J. Bifurc. Chaos Massimiliano Zanin, Ricardo Gutiérrez, Ricardo Bajo, Javier M. Buldú, David Papo, Stefano Boccaletti
2012	J	`jnl`	Emergence of network features from multiplexity CoRR Alessio Cardillo, Jesús Gómez-Gardeñes, Massimiliano Zanin, Miguel Romance, David Papo, Francisco del Pozo, Stefano Boccaletti
2012	J	`jnl`	Modeling the Evolution of Item Rating Networks Using Time-Domain Preferential Attachment. Int. J. Bifurc. Chaos Edmundo F. Lavia, Ariel Chernomoretz, Javier M. Buldú, Massimiliano Zanin, Pablo Balenzuela
2012	J	`jnl`	Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures CoRR Alessio Cardillo, Massimiliano Zanin, Jesús Gómez-Gardeñes, Miguel Romance, Alejandro García del Amo, Stefano Boccaletti
2012	J	`jnl`	Nonlocal Analysis of Modular Roles. Int. J. Bifurc. Chaos Javier M. Buldú, Irene Sendiña-Nadal, Inmaculada Leyva, Juan A. Almendral, Massimiliano Zanin, Stefano Boccaletti
2012	J	`jnl`	Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review. Entropy Massimiliano Zanin, Luciano Zunino, Osvaldo Anibal Rosso, David Papo
2012	J	`jnl`	Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy. Networks Heterog. Media Massimiliano Zanin, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa, Stefano Boccaletti
2012	J	`jnl`	Small world networks and creativity in audio clip sharing. Int. J. Soc. Netw. Min. Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra
2011	J	`jnl`	Characterization and exploitation of community structure in cover song networks CoRR Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra
2010	J	`jnl`	Networks of Springs: a Practical Approach. Int. J. Bifurc. Chaos Massimiliano Zanin, Javier M. Buldú, Stefano Boccaletti
2009	C	`conf`	A Dynamical Model For The Air Transportation Network. ECMS Massimiliano Zanin, Lucas Lacasa, Miguel Cea, Samuel Cristobal
2009	J	`jnl`	Preferential Attachment, Aging and Weights in Recommendation Systems. Int. J. Bifurc. Chaos Massimiliano Zanin, Pedro Cano, Òscar Celma, Javier M. Buldú
2009	—	`conf`	Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification. ISMIR Joan Serrà, Massimiliano Zanin, Cyril Laurier, Mohamed Sordo
2007	J	`jnl`	WWW Spiders: an introduction CoRR Massimiliano Zanin