Massimiliano Zanin

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 43

Top Topics

Granger Causality

Cancer Patients

Complex Networks

Top Venues

Publications

Massimiliano Zanin
Augmenting Granger Causality through continuous ordinal patterns. Commun. Nonlinear Sci. Numer. Simul. 128 (2024)
Sofia Gil-Rodrigo, Massimiliano Zanin
Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems. IEEE Access 12 (2024)
Pau Esteve, José J. Ramasco, Massimiliano Zanin
Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Massimiliano Zanin, Ilinka Ivanoska, Bahar Güntekin, Görsev Yener, Tatjana Loncar-Turukalo, Niksa Jakovljevic, Olivera Sveljo, David Papo
A Fast Transform for Brain Connectivity Difference Evaluation. Neuroinformatics 20 (2) (2022)
Sebastian Wandelt, Wei Lin, Xiaoqian Sun, Massimiliano Zanin
From random failures to targeted attacks in network dismantling. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Qingnan Rong, Jun Zhang, Xiaoqian Sun, Sebastian Wandelt, Massimiliano Zanin, Liang Tian
Optimal Cost-Based Strengthening of Complex Networks. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Ilinka Ivanoska, Luisina Pastorino, Massimiliano Zanin
Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification. IEEE Access 10 (2022)
Massimiliano Zanin
Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations. Commun. Nonlinear Sci. Numer. Simul. 114 (2022)
Haiying Wang, Estelle Pujos-Guillot, Blandine Comte, Joao Luis 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
Deep learning in systems medicine. Briefings Bioinform. 22 (2) (2021)
Massimiliano Zanin, David Papo
Algorithmic Approaches for Assessing Irreversibility in Time Series: Review and Comparison. Entropy 23 (11) (2021)
Eduardo P. García del Valle, Lucía Prieto Santamaría, Gerardo Lagunes García, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
A Meta-Path-Based Prediction Method for Disease Comorbidities. CBMS (2021)
Massimiliano Zanin
Assessing Granger Causality on Irregular Missing and Extreme Data. IEEE Access 9 (2021)
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
Normal tissue content impact on the GBM molecular classification. Briefings Bioinform. 22 (3) (2021)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
DisMaNET: A network-based tool to cross map disease vocabularies. Comput. Methods Programs Biomed. 207 (2021)
Massimiliano Zanin, Ernestina Menasalvas, Alejandro Rodríguez González, Pavel Smrz
An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges. MIPRO (2020)
Sebastian Wandelt, Xing Shi, Xiaoqian Sun, Massimiliano Zanin
Community Detection Boosts Network Dismantling on Real-World Networks. IEEE Access 8 (2020)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Christian Wolff, Juana Wendt, Elisa A. Herrmann, Pavel Smrz
Developing a Data Analytics Toolbox to Support CPS-based Services. MECO (2020)
Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz Bermudez, Mariano Provencio, Ernestina Menasalvas
Reconstructing the patient's natural history from electronic health records. Artif. Intell. Medicine 105 (2020)
Gerardo Lagunes García, Alejandro Rodríguez González, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz
How Wikipedia disease information evolve over time? An analysis of disease-based articles changes. Inf. Process. Manag. 57 (3) (2020)
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
Analysis of New Nosological Models from Disease Similarities using Clustering. CBMS (2020)
Massimiliano Zanin
Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis. IEEE Access 8 (2020)
Eduardo P. García del Valle, Gerardo Lagunes García, Ernestina Menasalvas Ruiz, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González
Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources. CBMS (2019)
Seddik Belkoura, Massimiliano Zanin, Antonio LaTorre
Fostering interpretability of data mining models through data perturbation. Expert Syst. Appl. 137 (2019)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources. J. Biomed. Informatics 94 (2019)
Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz Bermudez, Mariano Provencio, Ernestina Menasalvas
Recognition of Time Expressions in Spanish Electronic Health Records. CBMS (2019)
Ana Correia, Christian Wolff, Massimiliano Zanin, Ernestina Menasalvas, Elisa A. Herrmann, Victor Corral, Miriam Kachelmann, Rance DeLong, Pavel Smrz
Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products. CPSS@IOT (2019)
Gerardo Lagunes García, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Wikipedia Disease Articles: An Analysis of their Content and Evolution. CBMS (2019)
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
Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine. Briefings Bioinform. 20 (3) (2019)
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
Permutation Entropy and Irreversibility in Gait Kinematic Time Series from Patients with Mild Cognitive Decline and Early Alzheimer's Dementia. Entropy 21 (9) (2019)
Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, David Papo
Assessing Time Series Reversibility through Permutation Patterns. Entropy 20 (9) (2018)
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 Bermudez, Mariano Provencio
Profiling Lung Cancer Patients Using Electronic Health Records. J. Medical Syst. 42 (7) (2018)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz
Evaluating Wikipedia as a source of information for disease understanding. CoRR (2018)
Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado
Credit Card Fraud Detection through Parenclitic Network Analysis. Complex. 2018 (2018)
Massimiliano Zanin, Ernestina Menasalvas, Xiaoqian Sun, Sebastian Wandelt
From the Difference of Structures to the Structure of the Difference. Complex. 2018 (2018)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Evaluating Wikipedia as a Source of Information for Disease Understanding. CBMS (2018)
Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez
IASIS and BigMedilytics: Towards personalized medicine in Europe. CoRR (2018)
Pedro Lima-Monteiro, Massimiliano Zanin, Ernestina Menasalvas Ruiz, João Paulo Pimentão, Pedro Alexandre da Costa Sousa
Indoor Temperature Prediction in an IoT Scenario. Sensors 18 (11) (2018)
Sebastian Wandelt, Xiaoqian Sun, Massimiliano Zanin, Shlomo Havlin
QRE: Quick Robustness Estimation for large complex networks. Future Gener. Comput. Syst. 83 (2018)
Massimiliano Zanin, David Gómez-Andrés, Irene Pulido-Valdeolivas, Juan Andrés Martín-Gonzalo, Javier López López, Samuel Ignacio Pascual-Pascual, Estrella Rausell
Characterizing Normal and Pathological Gait through Permutation Entropy. Entropy 20 (1) (2018)
Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado
Credit card fraud detection through parenclitic network analysis. CoRR (2017)
Massimiliano Zanin
Using complex networks for refining survival prognosis in prostate cancer patient. F1000Research 5 (2016)
Massimiliano Zanin, David Papo
The ACE Brain. Frontiers Comput. Neurosci. 10 (2016)
Massimiliano Zanin, David Papo, Pedro A. C. Sousa, Ernestina Menasalvas, Andrea Nicchi, Elaine Kubik, Stefano Boccaletti
Combining complex networks and data mining: why and how. CoRR (2016)
Massimiliano Zanin, David Papo
Studying Attacks to Information Systems Using Functional Networks. Frontiers ICT 2 (2015)
Massimiliano Zanin, Emilio Alvarez Pereira, Vaishali Mirchandani, Alberto Enrich, Julio Cesar Triana
Design and Implementation of a Secure Auction System for Air Transport Slots. SERVICES (2015)
Massimiliano Zanin
On alternative formulations of the small-world metric in complex networks. CoRR (2015)
Massimiliano Zanin, Marco Correia, Pedro A. C. Sousa, Jorge Cruz
Probabilistic Constraint Programming for Parameters Optimisation of Generative Models. EPIA (2015)
Massimiliano Zanin, David Perez, Kumardev Chatterjee, Dimitrios S. Kolovos, Richard F. Paige, Andreas Horst, Bernhard Rumpe
On Demand Data Analysis and Filtering for Inaccurate Flight Trajectories. CoRR (2014)
Massimiliano Zanin, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Information content: beyond modularity in complex networks. CoRR (2014)
Massimiliano Zanin, David Papo
Characterizing Motif Dynamics of Electric Brain Activity Using Symbolic Analysis. Entropy 16 (11) (2014)
Massimiliano Zanin, Alexander N. Pisarchik
Gray code permutation algorithm for high-dimensional data encryption. Inf. Sci. 270 (2014)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Stefano Boccaletti, Pedro A. C. Sousa
Analysis of Complex Data by Means of Complex Networks. DoCEIS (2014)
S. Boccaletti, Ginestra Bianconi, Regino Criado, Charo I. Del Genio, Jesús Gómez-Gardeñes, Miguel Romance, Irene Sendiña-Nadal, Z. Wang, Massimiliano Zanin
The structure and dynamics of multilayer networks. CoRR (2014)
Massimiliano Zanin, David Papo
Efficient neural codes can lead to spurious synchronization. Frontiers Comput. Neurosci. 7 (2013)
Alessio Cardillo, Jesús Gómez-Gardeñes, Massimiliano Zanin, Miguel Romance, David Papo, Francisco del Pozo, Stefano Boccaletti
Emergence of network features from multiplexity CoRR (2012)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa, Stefano Boccaletti
Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy. Networks Heterog. Media 7 (3) (2012)
Alessio Cardillo, Massimiliano Zanin, Jesús Gómez-Gardeñes, Miguel Romance, Alejandro García del Amo, Stefano Boccaletti
Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures CoRR (2012)
Massimiliano Zanin, Luciano Zunino, Osvaldo Anibal Rosso, David Papo
Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review. Entropy 14 (8) (2012)
Edmundo F. Lavia, Ariel Chernomoretz, Javier M. Buldú, Massimiliano Zanin, Pablo Balenzuela
Modeling the Evolution of Item Rating Networks Using Time-Domain Preferential Attachment. Int. J. Bifurc. Chaos 22 (7) (2012)
Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra
Small world networks and creativity in audio clip sharing. Int. J. Soc. Netw. Min. 1 (1) (2012)
Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra
Characterization and exploitation of community structure in cover song networks. Pattern Recognit. Lett. 33 (9) (2012)
Massimiliano Zanin, Ricardo Gutiérrez, Ricardo Bajo, Javier M. Buldú, David Papo, Stefano Boccaletti
Editorial. Int. J. Bifurc. Chaos 22 (7) (2012)
Javier M. Buldú, Irene Sendiña-Nadal, Inmaculada Leyva, Juan A. Almendral, Massimiliano Zanin, Stefano Boccaletti
Nonlocal Analysis of Modular Roles. Int. J. Bifurc. Chaos 22 (7) (2012)
Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra
Characterization and exploitation of community structure in cover song networks CoRR (2011)
Massimiliano Zanin, Javier M. Buldú, Stefano Boccaletti
Networks of Springs: a Practical Approach. Int. J. Bifurc. Chaos 20 (3) (2010)
Massimiliano Zanin, Pedro Cano, Òscar Celma, Javier M. Buldú
Preferential Attachment, Aging and Weights in Recommendation Systems. Int. J. Bifurc. Chaos 19 (2) (2009)
Massimiliano Zanin, Lucas Lacasa, Miguel Cea, Samuel Cristobal
A Dynamical Model For The Air Transportation Network. ECMS (2009)
Joan Serrà, Massimiliano Zanin, Cyril Laurier, Mohamed Sordo
Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification. ISMIR (2009)
Massimiliano Zanin
WWW Spiders: an introduction CoRR (2007)