2024
Machine Learning Monte Carlo Approaches and Statistical Physics Notions to Characterize Bacterial Species in Human Microbiota
Michele Bellingeri, Leonardo Mancabelli, Christian Milani, Gabriele Andrea Lugli, Roberto Alfieri, Massimiliano Turchetto, Marco Ventura, Davide Cassi
Mach. Learn. Knowl. Extr. 2024, 6(4), 2375–2399. https://doi.org/10.3390/make6040117
Robustness of Real-World Networks after Weight Thresholding with Strong Link Removal
Jisha Mariyam John, Michele Bellingeri, Divya Sindhu Lekha, Davide Cassi, Roberto Alfieri
Mathematics 2024, 12(10), 1568; https://doi.org/10.3390/math12101568
The Critical Role of Networks to Describe Disease Spreading Dynamics in Social Systems: A Perspective
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Davide Cassi
Mathematics 2024, 12(6), 792; https://doi.org/10.3390/math12060792
2023
Random Walks-Based Node Centralities to Attack Complex Networks
Massimiliano Turchetto, Michele Bellingeri, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Quang Nguyen, Davide Cassi
Mathematics 2023, 11(23), 4827; https://doi.org/10.3390/math11234827
Forecasting real-world complex networks’ robustness to node attack using network structure indexes
Michele Bellingeri, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Quang Nguyen, Davide Cassi
Front. Phys , 11 October 2023, Sec. Statistical and Computational Physics Volume 11 – 2023
Effect of Weight Thresholding on the Robustness of Real-World Complex Networks to Central Node Attacks
Jisha Mariyam John; Michele Bellingeri, Divya Sindhu Lekha, Davide Cassi, Roberto Alfieri
MATHEMATICS. – ISSN 2227-7390. – 11:16(2023), p. 3482
Considering weights in real social networks: A review
Michele Bellingeri, Daniele Bevacqua, Fabio Sartori, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi
Front. Phys., 28 March 2023, Sec. Social Physics Volume 11 – 2023
2022
Effective node vaccination and containing strategies to halt SIR epidemic spreading in real-world face-to-face contact networks
Ngoc-Kim-Khanh Nguyen, Thanh-Trung Nguyen, Tuan-Anh Nguyen, Fabio Sartori, Massimiliano Turchetto, Quang Nguyen, Davide Cassi , Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
2022 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh City, Vietnam, 2022, pp. 1-6, doi: 10.1109/RIVF55975.2022.10013812.
A comparison of node vaccination strategies to halt SIR epidemic spreading in real-world complex networks
Fabio Sartori, Massimiliano Turchetto, Michele Bellingeri, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi
SCIENTIFIC REPORTS. – ISSN 2045-2322. – 12:1(2022), p. 21355. [10.1038/s41598-022-24652-1]
Predicting the Robustness of Large Real-World Social Networks Using a Machine Learning Model
Ngoc-Kim-Khanh Nguyen, Quang Nguyen, Hai-Ha Pham, Thi Trang Le, Davide Cassi , Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
Complexity, vol. 2022, Article ID 3616163, 16 pages, 2022
Network structure indexes to forecast epidemic spreading in real-world complex networks
Michlele Bellingeri, Daniele Bevacqua, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi
Front. Phys., 02 November 2022, Sec. Social Physics
The robustness of the photosynthetic system I energy transfer complex network to targeted node attack and random node failure
Michele Bellingeri, Daniele Montepietra, Davide Cassi, Francesco Scotognella
Journal of Complex Networks, Volume 10, Issue 1, February 2022
2021
New Betweenness Centrality Node Attack Strategies for Real-World Complex Weighted Networks
Quang Nguyen, Hgoc-Ki,-Khanh Nguyen, Davide Cassi, Michele Bellingeri
Complexity Volume 2021, Article ID 1677445
Modularity affects the robustness of scale-free model and real-world social networks under betweenness and degree-based node attack
Quang Nguyen, Tuan V. Vu, Hanh-Duyen Dinh, Davide Cassi, Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
Appl Netw Sci 6, 82 (2021).
Modelling the consequences of social distancing over epidemics spreading in complex social networks: from link removal analysis to Sars-Cov2 prevention
Michele Bellingeri, Massmiilano Turchetto, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Davide Cassi
Frontiers in physics, vol. 9, pg 295 (2021)
2020
Conditioning of Superconductive Properties in Graph-Shaped Reticles
Massimiliano Lucci, Davide Cassi, Vittorio Merlo, R. Russo, Gaetano Salina,Matteo Cirillo
Scientific Reports volume 10, Article number: 10222 (2020)
Modeling the photosynthetic system I as a complex interacting network
Daniele Montepietra, Michele Bellingeri, Francesco Scotognella, Davide Cassi
Journal of the Royal Society Interface
A comparative analysis of link removal strategies in real complex weighted networks
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Davide Cassi
Scientific reports 10 (1), 1-15 2
Link and Node Removal in Real Social Networks: A Review
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Daniele Montepietra, Davide Cassi
Frontiers in physics 8 (228), 1
2019
Conditional attack strategy for real-world complex networks
Quang Nguyen, Hi-Duc Pham, David Cassi, Michele Bellingeri
Physica A: Statistical Mechanics and its Applications 530, 121561
The heterogeneity in link weights may decrease the robustness of real-world complex weighted networks
Michele Bellingeri, Danièle Bevacqua, Francesco Scotognella, Davide Cassi
Scientific reports 9 (1), 1-13
2018
Efficacy of local attack strategies on the Beijing road complex weighted network
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Zhe-Ming LU, Davide Cassi
Physica A: Statistical Mechanics and its Applications 489, 47-55
Robustness of weighted networks
Michele Bellingeri, Davide Cassi
Physica A: Statistical Mechanics and its Applications 510, 316-328
Analyses of the response of a complex weighted network to nodes removal strategies considering links weight: The case of the Beijing urban road system
Michele Bellingeri, Zhe Ming Lu, Davide Cassi, Francesco Scotognella
Modern Physics Letters B 32 (05), 1850067
2016
Food web’s backbones and energy delivery in ecosystems
Michele Bellingeri, Antonio Bodini
Oikos 125 (4), 586-594
2015
Optimization strategies with resource scarcity: from immunization of networks to the traveling salesman problem
Michele Bellingeri, Elena Agliari, Davide Cassi
Modern Physics Letters B 29 (29), 1550180
2014
First-passage phenomena on finite inhomogeneous networks
Elena Agliari, Davide Cassi
First-Passage Phenomena and Their Applications, pp. 96-121 (2014)
Efficiency of attack strategies on complex model and real-world networks
Michele Bellingeri, Davide Cassi, Simone Vincenzi
Physica A: Statistical Mechanics and its Applications 414, 174-180
2013
Threshold extinction in food webs
Michele Bellingeri, Antonio Bodini
Theoretical ecology 6 (2), 143-152 31
Robustness of empirical food webs with varying consumer’s sensitivities to loss of resources
Michele Bellingeri, Simone Vincenzi
Journal of theoretical biology 333, 18-26 6
Increasing the extinction risk of highly connected species causes a sharp robust-to-fragile transition in empirical food webs
Michele Bellingeri, Davide Cassi, Simone Vincenzi
Ecological modelling 251, 1-8
2012
Random collisions on branched networks: How simultaneous diffusion prevents encounters in inhomogeneous structures
Riccardo Campari, Davide Cassi
Phys. Rev. E 86, 021110
2010
Generalization of the Peierls-Griffiths theorem for the ising model on graphs
Riccardo Campari, Davide Cassi
Phys. Rev. E 81, 021108
2009
Using food web dominator trees to catch secondary extinctions in action
Antonio Bodini, Michele Bellingeri, Stefano Allesina, Cristina Bondavalli
Philosophical Transactions of the Royal Society B: Biological Sciences
2005
Random walks on graphs: Ideas, techniques and results
Raffaella Burioni, Davide Cassi
Journal of Physics A: Mathematical and General
1999
The spherical model on graphs
Raffaella Burioni, Davide Cassi, Linda Fabbian
Journal of Physics A: Mathematical and General
1996
Local vs Average Behavior on Inhomogeneous Structures: Recurrence on the Average and a Further Extension of Mermin-Wagner Theorem on Graphs
Davide Cassi
Physical Review Letters
1992
Phase transitions and random walks on graphs: A generalization of the Mermin-Wagner theorem to disordered lattices, fractals, and other discrete structures
Davide Cassi
Physical Review Letters
1990
Dynamical phase transition of biased random walks on Bethe lattices
Davide Cassi
EPL
1989
Random walks on bethe lattices
Davide Cassi
EPL