Alessandro Vespignani

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 26

Top Topics

Disease Surveillance

Social Networks

Top Venues

PLoS Comput. Biol.

Publications

Dino Pedreschi, Luca Pappalardo, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani
Social AI and the Challenges of the Human-AI Ecosystem. CoRR (2023)
Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Deep Bayesian Active Learning for Accelerating Stochastic Simulation. KDD (2023)
Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Multi-fidelity Hierarchical Neural Processes. CoRR (2022)
Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Multi-fidelity Hierarchical Neural Processes. KDD (2022)
Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana L. Pastore y Piontti, Marco Ajelli, Nicola Perra, Alessandro Vespignani
Anatomy of the first six months of COVID-19 vaccination campaign in Italy. PLoS Comput. Biol. 18 (5) (2022)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23 (S1) (2021)
Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Accelerating Stochastic Simulation with Interactive Neural Processes. CoRR (2021)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. 17 (7) (2021)
Dongxia Wu, Liyao Gao, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Yi-An Ma, Rose Yu
Quantifying Uncertainty in Deep Spatiotemporal Forecasting. KDD (2021)
Fred S. Lu, André T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches. PLoS Comput. Biol. 17 (6) (2021)
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Quantifying Uncertainty in Deep Spatiotemporal Forecasting. CoRR (2021)
Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana L. Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr., M. Elizabeth Halloran, Cécile Viboud, Alessandro Vespignani
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave. Nat. 600 (7887) (2021)
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu
DeepGLEAM: a hybrid mechanistic and deep learning model for COVID-19 forecasting. CoRR (2021)
Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions. PLoS Comput. Biol. 16 (12) (2020)
Tobias S. Brett, Marco Ajelli, Quan-Hui Liu, Mary G. Krauland, John J. Grefenstette, Willem G. van Panhuis, Alessandro Vespignani, John M. Drake, Pejman Rohani
Detecting critical slowing down in high-dimensional epidemiological systems. PLoS Comput. Biol. 16 (3) (2020)
Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu
Finding Patient Zero: Learning Contagion Source with Graph Neural Networks. CoRR (2020)
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models. CoRR (2020)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR (2020)
Alessandro Vespignani
Keynote Speaker: Alessandro Vespignani. KDD (2020)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13 (1) (2020)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. CoRR (2020)
Matteo Chinazzi, Bruno Gonçalves, Qian Zhang, Alessandro Vespignani
Mapping the physics research space: a machine learning approach. EPJ Data Sci. 8 (1) (2019)
Qian Zhang, Márton Karsai, Alessandro Vespignani
Link transmission centrality in large-scale social networks. CoRR (2018)
Qian Zhang, Márton Karsai, Alessandro Vespignani
Link transmission centrality in large-scale social networks. EPJ Data Sci. 7 (1) (2018)
Qian Zhang, Nicola Perra, Daniela Perrotta, Michele Tizzoni, Daniela Paolotti, Alessandro Vespignani
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model. WWW (2017)
Pablo Jensen, Matteo Morini, Márton Karsai, Tommaso Venturini, Alessandro Vespignani, Mathieu Jacomy, Jean-Philippe Cointet, Pierre Mercklé, Eric Fleury
Detecting global bridges in networks. J. Complex Networks 4 (3) (2016)
Benjamin M. Althouse, Samuel V. Scarpino, Lauren Ancel Meyers, John W. Ayers, Marisa Bargsten, Joan Baumbach, John S. Brownstein, Lauren Castro, Hannah E. Clapham, Derek A. T. Cummings, Sara Y. Del Valle, Stephen G. Eubank, Geoffrey Fairchild, Lyn Finelli, Nicholas Generous, Dylan B. George, David R. Harper, Laurent Hébert-Dufresne, Michael A. Johansson, Kevin J. Konty, Marc Lipsitch, Gabriel Milinovich, Joseph D. Miller, Elaine O. Nsoesie, Donald R. Olson, Michael J. Paul, Philip M. Polgreen, Reid Priedhorsky, Jonathan M. Read, Isabel Rodríguez-Barraquer, Derek J. Smith, Christian Stefansen, David L. Swerdlow, Deborah Thompson, Alessandro Vespignani, Amy Wesolowski
Enhancing disease surveillance with novel data streams: challenges and opportunities. EPJ Data Sci. 4 (1) (2015)
Zachary C. Steinert-Threlkeld, Delia Mocanu, Alessandro Vespignani, James H. Fowler
Online social networks and offline protest. EPJ Data Sci. 4 (1) (2015)
Javier Borge-Holthoefer, Nicola Perra, Bruno Gonçalves, Sandra González-Bailón, Alex Arenas, Yamir Moreno, Alessandro Vespignani
The dynamic of information-driven coordination phenomena: a transfer entropy analysis. CoRR (2015)
Qian Zhang, Corrado Gioannini, Daniela Paolotti, Nicola Perra, Daniela Perrotta, Marco Quaggiotto, Michele Tizzoni, Alessandro Vespignani
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform. ECML/PKDD (3) (2015)
Pablo Jensen, Matteo Morini, Márton Karsai, Tommaso Venturini, Alessandro Vespignani, Mathieu Jacomy, Jean-Philippe Cointet, Pierre Mercklé, Eric Fleury
Detecting global bridges in networks. CoRR (2015)
Romualdo Pastor-Satorras, Claudio Castellano, Piet Van Mieghem, Alessandro Vespignani
Epidemic processes in complex networks. CoRR (2014)
Qian Zhang, Nicola Perra, Bruno Gonçalves, Fabio Ciulla, Alessandro Vespignani
Characterizing scientific production and consumption in Physics CoRR (2013)
Suyu Liu, Nicola Perra, Márton Karsai, Alessandro Vespignani
Controlling Contagion Processes in Time-Varying Networks. CoRR (2013)
Márton Karsai, Nicola Perra, Alessandro Vespignani
The emergence and role of strong ties in time-varying communication networks CoRR (2013)
Chiara Poletto, Sandro Meloni, Vittoria Colizza, Yamir Moreno, Alessandro Vespignani
Host Mobility Drives Pathogen Competition in Spatially Structured Populations. PLoS Comput. Biol. 9 (8) (2013)
Marcel Salathé, Linus Bengtsson, Todd J. Bodnar, Devon D. Brewer, John S. Brownstein, Caroline O. Buckee, Ellsworth M. Campbell, Ciro Cattuto, Shashank Khandelwal, Patricia L. Mabry, Alessandro Vespignani
Digital Epidemiology. PLoS Comput. Biol. 8 (7) (2012)
Laura Fumanelli, Marco Ajelli, Piero Manfredi, Alessandro Vespignani, Stefano Merler
Inferring the Structure of Social Contacts from Demographic Data in the Analysis of Infectious Diseases Spread. PLoS Comput. Biol. 8 (9) (2012)
Frank Schweitzer, Alessandro Vespignani
Editorial. EPJ Data Sci. 1 (1) (2012)
Nicola Perra, Bruno Gonçalves, Romualdo Pastor-Satorras, Alessandro Vespignani
Activity driven modeling of dynamic networks CoRR (2012)
Fabio Ciulla, Delia Mocanu, Andrea Baronchelli, Bruno Gonçalves, Nicola Perra, Alessandro Vespignani
Beating the news using Social Media: the case study of American Idol CoRR (2012)
Fabio Ciulla, Delia Mocanu, Andrea Baronchelli, Bruno Gonçalves, Nicola Perra, Alessandro Vespignani
Beating the news using social media: the case study of American Idol. EPJ Data Sci. 1 (1) (2012)
José Ignacio Alvarez-Hamelin, Eric Fleury, Alessandro Vespignani, Artur Ziviani
Complex dynamic networks: Tools and methods. Comput. Networks 56 (3) (2012)
Delia Mocanu, Andrea Baronchelli, Bruno Gonçalves, Nicola Perra, Alessandro Vespignani
The Twitter of Babel: Mapping World Languages through Microblogging Platforms CoRR (2012)
Mark R. Meiss, Filippo Menczer, Alessandro Vespignani
Properties and Evolution of Internet Traffic Networks from Anonymized Flow Data. ACM Trans. Internet Techn. 10 (4) (2011)
Bruno Gonçalves, Nicola Perra, Alessandro Vespignani
Validation of Dunbar's number in Twitter conversations CoRR (2011)
Jacob Ratkiewicz, Filippo Menczer, Santo Fortunato, Alessandro Flammini, Alessandro Vespignani
Traffic in Social Media II: Modeling Bursty Popularity. SocialCom/PASSAT (2010)
Ciro Cattuto, Wouter Van den Broeck, Alain Barrat, Vittoria Colizza, Jean-François Pinton, Alessandro Vespignani
Dynamics of person-to-person interactions from distributed RFID sensor networks CoRR (2010)
Duygu Balcan, Bruno Gonçalves, Hao Hu, José J. Ramasco, Vittoria Colizza, Alessandro Vespignani
Modeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model. J. Comput. Sci. 1 (3) (2010)
Jacob Ratkiewicz, Filippo Menczer, Santo Fortunato, Alessandro Flammini, Alessandro Vespignani
Characterizing and modeling the dynamics of online popularity CoRR (2010)
M. Ángeles Serrano, Marián Boguñá, Alessandro Vespignani
Extracting the multiscale backbone of complex weighted networks CoRR (2009)
Filippo Radicchi, Santo Fortunato, Benjamin Markines, Alessandro Vespignani
Diffusion of scientific credits and the ranking of scientists CoRR (2009)
José Ignacio Alvarez-Hamelin, Luca Dall'Asta, Alain Barrat, Alessandro Vespignani
K-core decomposition of Internet graphs: hierarchies, self-similarity and measurement biases. Networks Heterog. Media 3 (2) (2008)
Mark R. Meiss, Filippo Menczer, Santo Fortunato, Alessandro Flammini, Alessandro Vespignani
Ranking web sites with real user traffic. WSDM (2008)
Alain Barrat, Ciro Cattuto, Vittoria Colizza, Jean-François Pinton, Wouter Van den Broeck, Alessandro Vespignani
High resolution dynamical mapping of social interactions with active RFID CoRR (2008)
Marc Barthelemy, Alain Barrat, Alessandro Vespignani
The Role of Geography and Traffic in the Structure of Complex Networks. Adv. Complex Syst. 10 (1) (2007)
M. Ángeles Serrano, Ana Gabriela Maguitman, Marián Boguñá, Santo Fortunato, Alessandro Vespignani
Decoding the structure of the WWW: A comparative analysis of Web crawls. ACM Trans. Web 1 (2) (2007)
Hao Hu, Steven A. Myers, Vittoria Colizza, Alessandro Vespignani
WiFi Epidemiology: Can Your Neighbors' Router Make Yours Sick? CoRR (2007)
Vittoria Colizza, Alain Barrat, Marc Barthelemy, Alessandro Vespignani
Epidemic Predictability in Meta-Population Models with Heterogeneous Couplings: the Impact of Disease Parameter Values. Int. J. Bifurc. Chaos 17 (7) (2007)
Dmitri V. Krioukov, Kimberly C. Claffy, Marina Fomenkov, Fan R. K. Chung, Alessandro Vespignani, Walter Willinger
The workshop on internet topology (wit) report. Comput. Commun. Rev. 37 (1) (2007)
Katy Börner, Soma Sanyal, Alessandro Vespignani
Network science. Annu. Rev. Inf. Sci. Technol. 41 (1) (2007)
Luca Dall'Asta, J. Ignacio Alvarez-Hamelin, Alain Barrat, Alexei Vázquez, Alessandro Vespignani
Exploring networks with traceroute-like probes: Theory and simulations. Theor. Comput. Sci. 355 (1) (2006)
Santo Fortunato, Alessandro Flammini, Filippo Menczer, Alessandro Vespignani
Topical interests and the mitigation of search engine bias. Proc. Natl. Acad. Sci. USA 103 (34) (2006)
Dmitri V. Krioukov, Fan R. K. Chung, Kimberly C. Claffy, Marina Fomenkov, Alessandro Vespignani, Walter Willinger
The Workshop on Internet Topology (WIT) Report CoRR (2006)
Ana Gabriela Maguitman, Filippo Menczer, Fulya Erdinc, Heather Roinestad, Alessandro Vespignani
Algorithmic Computation and Approximation of Semantic Similarity. World Wide Web 9 (4) (2006)
J. Ignacio Alvarez-Hamelin, Luca Dall'Asta, Alain Barrat, Alessandro Vespignani
k-core decomposition: a tool for the visualization of large scale networks CoRR (2005)
Ana Gabriela Maguitman, Filippo Menczer, Heather Roinestad, Alessandro Vespignani
Algorithmic detection of semantic similarity. WWW (2005)
M. Ángeles Serrano, Ana Gabriela Maguitman, Marián Boguñá, Santo Fortunato, Alessandro Vespignani
Decoding the structure of the WWW: facts versus sampling biases CoRR (2005)
Santo Fortunato, Alessandro Flammini, Filippo Menczer, Alessandro Vespignani
The egalitarian effect of search engines CoRR (2005)
Katy Börner, Luca Dall'Asta, Weimao Ke, Alessandro Vespignani
Studying the emerging global brain: Analyzing and visualizing the impact of co-authorship teams. Complex. 10 (4) (2005)
J. Ignacio Alvarez-Hamelin, Luca Dall'Asta, Alain Barrat, Alessandro Vespignani
Large scale networks fingerprinting and visualization using the k-core decomposition. NIPS (2005)
Mark R. Meiss, Filippo Menczer, Alessandro Vespignani
On the lack of typical behavior in the global Web traffic network. WWW (2005)
J. Ignacio Alvarez-Hamelin, Luca Dall'Asta, Alain Barrat, Alessandro Vespignani
k-core decomposition: a tool for the analysis of large scale Internet graphs CoRR (2005)
Alain Barrat, Marc Barthelemy, Alessandro Vespignani
Traffic-driven model of the World Wide Web graph CoRR (2004)
Luca Dall'Asta, J. Ignacio Alvarez-Hamelin, Alain Barrat, Alexei Vázquez, Alessandro Vespignani
Exploring networks with traceroute-like probes: theory and simulations CoRR (2004)
Luca Dall'Asta, J. Ignacio Alvarez-Hamelin, Alain Barrat, Alexei Vázquez, Alessandro Vespignani
Traceroute-Like Exploration of Unknown Networks: A Statistical Analysis. CAAN (2004)
Luca Dall'Asta, J. Ignacio Alvarez-Hamelin, Alain Barrat, Alexei Vázquez, Alessandro Vespignani
A statistical approach to the traceroute-like exploration of networks: theory and simulations CoRR (2004)
Alain Barrat, Marc Barthelemy, Alessandro Vespignani
Traffic-Driven Model of the World Wide Web Graph. WAW (2004)
Alexei Vázquez, Romualdo Pastor-Satorras, Alessandro Vespignani
Internet topology at the router and autonomous system level CoRR (2002)