Massimiliano Zanin

Orcid: 0000-0002-5839-0393

According to our database1, Massimiliano Zanin authored at least 67 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Augmenting Granger Causality through continuous ordinal patterns.
Commun. Nonlinear Sci. Numer. Simul., January, 2024

Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems.
IEEE Access, 2024

Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018.
IEEE Trans. Netw. Sci. Eng., 2023

Optimal Cost-Based Strengthening of Complex Networks.
IEEE Trans. Netw. Sci. Eng., 2022

From random failures to targeted attacks in network dismantling.
Reliab. Eng. Syst. Saf., 2022

A Fast Transform for Brain Connectivity Difference Evaluation.
Neuroinformatics, 2022

Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations.
Commun. Nonlinear Sci. Numer. Simul., 2022

Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification.
IEEE Access, 2022

Algorithmic Approaches for Assessing Irreversibility in Time Series: Review and Comparison.
Entropy, 2021

DisMaNET: A network-based tool to cross map disease vocabularies.
Comput. Methods Programs Biomed., 2021

Deep learning in systems medicine.
Briefings Bioinform., 2021

Normal tissue content impact on the GBM molecular classification.
Briefings Bioinform., 2021

Assessing Granger Causality on Irregular Missing and Extreme Data.
IEEE Access, 2021

A Meta-Path-Based Prediction Method for Disease Comorbidities.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

How Wikipedia disease information evolve over time? An analysis of disease-based articles changes.
Inf. Process. Manag., 2020

Reconstructing the patient's natural history from electronic health records.
Artif. Intell. Medicine, 2020

Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis.
IEEE Access, 2020

Community Detection Boosts Network Dismantling on Real-World Networks.
IEEE Access, 2020

An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges.
Proceedings of the 43rd International Convention on Information, 2020

Developing a Data Analytics Toolbox to Support CPS-based Services.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Analysis of New Nosological Models from Disease Similarities using Clustering.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources.
J. Biomed. Informatics, 2019

Fostering interpretability of data mining models through data perturbation.
Expert Syst. Appl., 2019

Permutation Entropy and Irreversibility in Gait Kinematic Time Series from Patients with Mild Cognitive Decline and Early Alzheimer's Dementia.
Entropy, 2019

Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine.
Briefings Bioinform., 2019

Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products.
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.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Recognition of Time Expressions in Spanish Electronic Health Records.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Wikipedia Disease Articles: An Analysis of their Content and Evolution.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Indoor Temperature Prediction in an IoT Scenario.
Sensors, 2018

Profiling Lung Cancer Patients Using Electronic Health Records.
J. Medical Syst., 2018

QRE: Quick Robustness Estimation for large complex networks.
Future Gener. Comput. Syst., 2018

Assessing Time Series Reversibility through Permutation Patterns.
Entropy, 2018

Characterizing Normal and Pathological Gait through Permutation Entropy.
Entropy, 2018

IASIS and BigMedilytics: Towards personalized medicine in Europe.
CoRR, 2018

Credit Card Fraud Detection through Parenclitic Network Analysis.
Complex., 2018

From the Difference of Structures to the Structure of the Difference.
Complex., 2018

Evaluating Wikipedia as a Source of Information for Disease Understanding.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

The ACE Brain.
Frontiers Comput. Neurosci., 2016

Using complex networks for refining survival prognosis in prostate cancer patient.
F1000Research, 2016

Combining complex networks and data mining: why and how.
CoRR, 2016

Studying Attacks to Information Systems Using Functional Networks.
Frontiers ICT, 2015

On alternative formulations of the small-world metric in complex networks.
CoRR, 2015

Design and Implementation of a Secure Auction System for Air Transport Slots.
Proceedings of the 2015 IEEE World Congress on Services, 2015

Probabilistic Constraint Programming for Parameters Optimisation of Generative Models.
Proceedings of the Progress in Artificial Intelligence, 2015

Complex networks and data mining: toward a new perspective for the understanding of complex systems
PhD thesis, 2014

Gray code permutation algorithm for high-dimensional data encryption.
Inf. Sci., 2014

Characterizing Motif Dynamics of Electric Brain Activity Using Symbolic Analysis.
Entropy, 2014

Information content: beyond modularity in complex networks.
CoRR, 2014

On Demand Data Analysis and Filtering for Inaccurate Flight Trajectories.
CoRR, 2014

The structure and dynamics of multilayer networks.
CoRR, 2014

Analysis of Complex Data by Means of Complex Networks.
Proceedings of the Technological Innovation for Collective Awareness Systems, 2014

Efficient neural codes can lead to spurious synchronization.
Frontiers Comput. Neurosci., 2013

Characterization and exploitation of community structure in cover song networks.
Pattern Recognit. Lett., 2012

Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy.
Networks Heterog. Media, 2012

Small world networks and creativity in audio clip sharing.
Int. J. Soc. Netw. Min., 2012

Int. J. Bifurc. Chaos, 2012

Modeling the Evolution of Item Rating Networks Using Time-Domain Preferential Attachment.
Int. J. Bifurc. Chaos, 2012

Nonlocal Analysis of Modular Roles.
Int. J. Bifurc. Chaos, 2012

Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review.
Entropy, 2012

Emergence of network features from multiplexity
CoRR, 2012

Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures
CoRR, 2012

Networks of Springs: a Practical Approach.
Int. J. Bifurc. Chaos, 2010

Preferential Attachment, Aging and Weights in Recommendation Systems.
Int. J. Bifurc. Chaos, 2009

Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

A Dynamical Model For The Air Transportation Network.
Proceedings of the European Conference on Modelling and Simulation, 2009

WWW Spiders: an introduction
CoRR, 2007