Massimiliano Zanin

According to our database, Massimiliano Zanin authored at least 66 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Augmenting Granger Causality through continuous ordinal patterns.

Massimiliano Zanin

Commun. Nonlinear Sci. Numer. Simul., January, 2024

2023

Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018.

Pau Esteve, José J. Ramasco, Massimiliano Zanin

IEEE Trans. Netw. Sci. Eng., 2023

2022

Optimal Cost-Based Strengthening of Complex Networks.

Qingnan Rong, Jun Zhang, Xiaoqian Sun, Sebastian Wandelt, Massimiliano Zanin, Liang Tian

IEEE Trans. Netw. Sci. Eng., 2022

From random failures to targeted attacks in network dismantling.

Sebastian Wandelt, Wei Lin, Xiaoqian Sun, Massimiliano Zanin

Reliab. Eng. Syst. Saf., 2022

A Fast Transform for Brain Connectivity Difference Evaluation.

Massimiliano Zanin, Ilinka Ivanoska, Bahar Güntekin, Görsev Yener, Tatjana Loncar-Turukalo, Niksa Jakovljevic, Olivera Sveljo, David Papo

Neuroinformatics, 2022

Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations.

Massimiliano Zanin

Commun. Nonlinear Sci. Numer. Simul., 2022

Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification.

Ilinka Ivanoska, Luisina Pastorino, Massimiliano Zanin

IEEE Access, 2022

2021

Algorithmic Approaches for Assessing Irreversibility in Time Series: Review and Comparison.

Massimiliano Zanin, David Papo

Entropy, 2021

DisMaNET: A network-based tool to cross map disease vocabularies.

Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González

Comput. Methods Programs Biomed., 2021

Deep learning in systems medicine.

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

Briefings Bioinform., 2021

Normal tissue content impact on the GBM molecular classification.

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

Briefings Bioinform., 2021

Assessing Granger Causality on Irregular Missing and Extreme Data.

Massimiliano Zanin

IEEE Access, 2021

A Meta-Path-Based Prediction Method for Disease Comorbidities.

Eduardo P. García del Valle, Lucía Prieto Santamaría, Gerardo Lagunes García, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

How Wikipedia disease information evolve over time? An analysis of disease-based articles changes.

Gerardo Lagunes García, Alejandro Rodríguez González, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz

Inf. Process. Manag., 2020

Reconstructing the patient's natural history from electronic health records.

Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas

Artif. Intell. Medicine, 2020

Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis.

Massimiliano Zanin

IEEE Access, 2020

Community Detection Boosts Network Dismantling on Real-World Networks.

Sebastian Wandelt, Xing Shi, Xiaoqian Sun, Massimiliano Zanin

IEEE Access, 2020

An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges.

Massimiliano Zanin, Ernestina Menasalvas, Alejandro Rodríguez González, Pavel Smrz

Proceedings of the 43rd International Convention on Information, 2020

Developing a Data Analytics Toolbox to Support CPS-based Services.

Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Christian Wolff, Juana Wendt, Elisa A. Herrmann, Pavel Smrz

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Analysis of New Nosological Models from Disease Similarities using Clustering.

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources.

Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González

J. Biomed. Informatics, 2019

Fostering interpretability of data mining models through data perturbation.

Seddik Belkoura, Massimiliano Zanin, Antonio LaTorre

Expert Syst. Appl., 2019

Permutation Entropy and Irreversibility in Gait Kinematic Time Series from Patients with Mild Cognitive Decline and Early Alzheimer's Dementia.

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

Entropy, 2019

Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine.

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

Briefings Bioinform., 2019

Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products.

Ana Correia, Christian Wolff, Massimiliano Zanin, Ernestina Menasalvas, Elisa A. Herrmann, Victor Corral, Miriam Kachelmann, Rance DeLong, Pavel Smrz

Proceedings of the 1st Workshop on Cyber-Physical Social Systems co-located with the 9th International Conference on the Internet of Things (IoT 2019), 2019

Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources.

Eduardo P. García del Valle, Gerardo Lagunes García, Ernestina Menasalvas Ruiz, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Recognition of Time Expressions in Spanish Electronic Health Records.

Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Wikipedia Disease Articles: An Analysis of their Content and Evolution.

Gerardo Lagunes García, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Indoor Temperature Prediction in an IoT Scenario.

Pedro Lima-Monteiro, Massimiliano Zanin, Ernestina Menasalvas Ruiz, João Paulo Pimentão, Pedro Alexandre da Costa Sousa

Sensors, 2018

Profiling Lung Cancer Patients Using Electronic Health Records.

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

J. Medical Syst., 2018

QRE: Quick Robustness Estimation for large complex networks.

Sebastian Wandelt, Xiaoqian Sun, Massimiliano Zanin, Shlomo Havlin

Future Gener. Comput. Syst., 2018

Assessing Time Series Reversibility through Permutation Patterns.

Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, David Papo

Entropy, 2018

Characterizing Normal and Pathological Gait through Permutation Entropy.

Massimiliano Zanin, David Gómez-Andrés, Irene Pulido-Valdeolivas, Juan Andrés Martín-Gonzalo, Javier López López, Samuel Ignacio Pascual-Pascual, Estrella Rausell

Entropy, 2018

IASIS and BigMedilytics: Towards personalized medicine in Europe.

Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez

CoRR, 2018

Credit Card Fraud Detection through Parenclitic Network Analysis.

Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado

Complex., 2018

From the Difference of Structures to the Structure of the Difference.

Massimiliano Zanin, Ernestina Menasalvas, Xiaoqian Sun, Sebastian Wandelt

Complex., 2018

Evaluating Wikipedia as a Source of Information for Disease Understanding.

Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2016

The ACE Brain.

Massimiliano Zanin, David Papo

Frontiers Comput. Neurosci., 2016

Using complex networks for refining survival prognosis in prostate cancer patient.

Massimiliano Zanin

F1000Research, 2016

Combining complex networks and data mining: why and how.

Massimiliano Zanin, David Papo, Pedro A. C. Sousa, Ernestina Menasalvas, Andrea Nicchi, Elaine Kubik, Stefano Boccaletti

CoRR, 2016

2015

Studying Attacks to Information Systems Using Functional Networks.

Massimiliano Zanin, David Papo

Frontiers ICT, 2015

On alternative formulations of the small-world metric in complex networks.

Massimiliano Zanin

CoRR, 2015

Design and Implementation of a Secure Auction System for Air Transport Slots.

Massimiliano Zanin, Emilio Alvarez Pereira, Vaishali Mirchandani, Alberto Enrich, Julio Cesar Triana

Proceedings of the 2015 IEEE World Congress on Services, 2015

Probabilistic Constraint Programming for Parameters Optimisation of Generative Models.

Massimiliano Zanin, Marco Correia, Pedro A. C. Sousa, Jorge Cruz

Proceedings of the Progress in Artificial Intelligence, 2015

2014

Complex networks and data mining: toward a new perspective for the understanding of complex systems

Massimiliano Zanin

PhD thesis, 2014

Gray code permutation algorithm for high-dimensional data encryption.

Massimiliano Zanin, Alexander N. Pisarchik

Inf. Sci., 2014

Characterizing Motif Dynamics of Electric Brain Activity Using Symbolic Analysis.

Massimiliano Zanin, David Papo

Entropy, 2014

Information content: beyond modularity in complex networks.

Massimiliano Zanin, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz

CoRR, 2014

On Demand Data Analysis and Filtering for Inaccurate Flight Trajectories.

Massimiliano Zanin, David Perez, Kumardev Chatterjee, Dimitrios S. Kolovos, Richard F. Paige, Andreas Horst, Bernhard Rumpe

CoRR, 2014

The structure and dynamics of multilayer networks.

S. Boccaletti, Ginestra Bianconi, Regino Criado, Charo I. Del Genio, Jesús Gómez-Gardeñes, Miguel Romance, Irene Sendiña-Nadal, Z. Wang, Massimiliano Zanin

CoRR, 2014

Analysis of Complex Data by Means of Complex Networks.

Massimiliano Zanin, Ernestina Menasalvas Ruiz, Stefano Boccaletti, Pedro A. C. Sousa

Proceedings of the Technological Innovation for Collective Awareness Systems, 2014

2013

Efficient neural codes can lead to spurious synchronization.

Massimiliano Zanin, David Papo

Frontiers Comput. Neurosci., 2013

2012

Characterization and exploitation of community structure in cover song networks.

Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra

Pattern Recognit. Lett., 2012

Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy.

Massimiliano Zanin, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa, Stefano Boccaletti

Networks Heterog. Media, 2012

Small world networks and creativity in audio clip sharing.

Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra

Int. J. Soc. Netw. Min., 2012

Editorial.

Massimiliano Zanin, Ricardo Gutiérrez, Ricardo Bajo, Javier M. Buldú, David Papo, Stefano Boccaletti

Int. J. Bifurc. Chaos, 2012

Modeling the Evolution of Item Rating Networks Using Time-Domain Preferential Attachment.

Edmundo F. Lavia, Ariel Chernomoretz, Javier M. Buldú, Massimiliano Zanin, Pablo Balenzuela

Int. J. Bifurc. Chaos, 2012

Nonlocal Analysis of Modular Roles.

Javier M. Buldú, Irene Sendiña-Nadal, Inmaculada Leyva, Juan A. Almendral, Massimiliano Zanin, Stefano Boccaletti

Int. J. Bifurc. Chaos, 2012

Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review.

Massimiliano Zanin, Luciano Zunino, Osvaldo Anibal Rosso, David Papo

Entropy, 2012

Emergence of network features from multiplexity

Alessio Cardillo, Jesús Gómez-Gardeñes, Massimiliano Zanin, Miguel Romance, David Papo, Francisco del Pozo, Stefano Boccaletti

CoRR, 2012

Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures

Alessio Cardillo, Massimiliano Zanin, Jesús Gómez-Gardeñes, Miguel Romance, Alejandro García del Amo, Stefano Boccaletti

CoRR, 2012

2010

Networks of Springs: a Practical Approach.

Massimiliano Zanin, Javier M. Buldú, Stefano Boccaletti

Int. J. Bifurc. Chaos, 2010

2009

Preferential Attachment, Aging and Weights in Recommendation Systems.

Massimiliano Zanin, Pedro Cano, Òscar Celma, Javier M. Buldú

Int. J. Bifurc. Chaos, 2009

Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification.

Joan Serrà, Massimiliano Zanin, Cyril Laurier, Mohamed Sordo

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

A Dynamical Model For The Air Transportation Network.

Massimiliano Zanin, Lucas Lacasa, Miguel Cea, Samuel Cristobal

Proceedings of the European Conference on Modelling and Simulation, 2009

2007

WWW Spiders: an introduction

Massimiliano Zanin

CoRR, 2007