Márton Karsai

According to our database, Márton Karsai authored at least 76 papers between 2010 and 2024.

Collaborative distances:

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

2024

Temporal network compression via network hashing.

Rémi Vaudaine, Pierre Borgnat, Paulo Gonçalves, Rémi Gribonval, Márton Karsai

Appl. Netw. Sci., December, 2024

The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development.

Vedran Sekara, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz

Adv. Complex Syst., May, 2024

Detecting periodic time scales of changes in temporal networks.

Elsa Andres, Alain Barrat, Márton Karsai

J. Complex Networks, February, 2024

PASCO (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms.

Etienne Lasalle, Rémi Vaudaine, Titouan Vayer, Pierre Borgnat, Rémi Gribonval, Paulo Gonçalves, Márton Karsai

CoRR, 2024

Evacuation patterns and socioeconomic stratification in the context of wildfires in Chile.

Timur Naushirvanov, Erick Elejalde, Kyriaki Kalimeri, Elisa Omodei, Márton Karsai, Leo Ferres

CoRR, 2024

Epidemic paradox induced by awareness driven network dynamics.

Csego Balázs Kolok, Gergely Ódor, Dániel Keliger, Márton Karsai

CoRR, 2024

A Comparative Analysis of Wealth Index Predictions in Africa between three Multi-Source Inference Models.

Márton Karsai, János Kertész, Lisette Espín-Noboa

CoRR, 2024

Distinguishing mechanisms of social contagion from local network view.

Elsa Andres, Gergely Ódor, Iacopo Iacopini, Márton Karsai

CoRR, 2024

Epidemic-induced local awareness behavior inferred from surveys and genetic sequence data.

Gergely Ódor, Márton Karsai

CoRR, 2024

Human Mobility in the Metaverse.

Kishore Vasan, Márton Karsai, Albert-László Barabási

CoRR, 2024

Initialisation and Topology Effects in Decentralised Federated Learning.

Arash Badie Modiri, Chiara Boldrini, Lorenzo Valerio, János Kertész, Márton Karsai

CoRR, 2024

2023

Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity.

Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez

CoRR, 2023

Mobility Segregation Dynamics and Residual Isolation During Pandemic Interventions.

Rafiazka Millanida Hilman, Manuel García-Herranz, Vedran Sekara, Márton Karsai

CoRR, 2023

When Dialects Collide: How Socioeconomic Mixing Affects Language Use.

Thomas Louf, José J. Ramasco, David Sánchez, Márton Karsai

CoRR, 2023

Social inequalities that matter for contact patterns, vaccination, and the spread of epidemics.

Adriana Manna, Júlia Koltai, Márton Karsai

CoRR, 2023

Detecting periodic time scales in temporal networks.

Elsa Andres, Alain Barrat, Márton Karsai

CoRR, 2023

Are machine learning technologies ready to be used for humanitarian work and development?

Vedran Sekara, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz

CoRR, 2023

The temporal dynamics of group interactions in higher-order social networks.

Iacopo Iacopini, Márton Karsai, Alain Barrat

CoRR, 2023

Interpreting wealth distribution via poverty map inference using multimodal data.

Lisette Espín-Noboa, János Kertész, Márton Karsai

Proceedings of the ACM Web Conference 2023, 2023

2022

Measuring the effects of repeated and diversified influence mechanism for information adoption on Twitter.

Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai

Soc. Netw. Anal. Min., 2022

Randomized Reference Models for Temporal Networks.

Laetitia Gauvin, Mathieu Génois, Márton Karsai, Mikko Kivelä, Taro Takaguchi, Eugenio Valdano, Christian L. Vestergaard

SIAM Rev., 2022

Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data.

Simone Piaggesi, Serena Giurgola, Márton Karsai, Yelena Mejova, André Panisson, Michele Tizzoni

Frontiers Big Data, 2022

Socioeconomic biases in urban mixing patterns of US metropolitan areas.

Rafiazka Millanida Hilman, Gerardo Iñiguez, Márton Karsai

EPJ Data Sci., 2022

2021

Directed Percolation in Random Temporal Network Models with Heterogeneities.

Arash Badie Modiri, Abbas K. Rizi, Márton Karsai, Mikko Kivelä

CoRR, 2021

Directed Percolation in Temporal Networks.

Arash Badie Modiri, Abbas K. Rizi, Márton Karsai, Mikko Kivelä

CoRR, 2021

Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys.

Júlia Koltai, Orsolya Vásárhelyi, Gergely Röst, Márton Karsai

CoRR, 2021

2020

Interpretable socioeconomic status inference from aerial imagery through urban patterns.

Jacob Levy Abitbol, Márton Karsai

Nat. Mach. Intell., 2020

Temporal social network reconstruction using wireless proximity sensors: model selection and consequences.

Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot, Márton Karsai

EPJ Data Sci., 2020

Socioeconomic correlations of urban patterns inferred from aerial images: interpreting activation maps of Convolutional Neural Networks.

Jacob Levy Abitbol, Márton Karsai

CoRR, 2020

Bridging the gap between graphs and networks.

Gerardo Iñiguez, Federico Battiston, Márton Karsai

CoRR, 2020

Joint embedding of structure and features via graph convolutional networks.

Sébastien Lerique, Jacob Levy Abitbol, Márton Karsai

Appl. Netw. Sci., 2020

Information Adoption via Repeated or Diversified Social Influence on Twitter.

Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

Interactional and Informational Attention on Twitter.

Agathe Baltzer, Márton Karsai, Camille Roth

Inf., 2019

Weighted temporal event graphs.

Jari Saramäki, Mikko Kivelä, Márton Karsai

CoRR, 2019

weg2vec: Event embedding for temporal networks.

Maddalena Torricelli, Márton Karsai, Laetitia Gauvin

CoRR, 2019

Efficient limited time reachability estimation in temporal networks.

Arash Badie Modiri, Márton Karsai, Mikko Kivelä

CoRR, 2019

Computational Human Dynamics.

Márton Karsai

CoRR, 2019

Reentrant phase transitions in threshold driven contagion on multiplex networks.

Samuel Unicomb, Gerardo Iñiguez, János Kertész, Márton Karsai

CoRR, 2019

Optimal Proxy Selection for Socioeconomic Status Inference on Twitter.

Jacob Levy Abitbol, Eric Fleury, Márton Karsai

Complex., 2019

Computational Human Dynamics: People, Networks, and Collective Phenomena.

Márton Karsai

, 2019

2018

Prepaid or Postpaid? That Is the Question: Novel Methods of Subscription Type Prediction in Mobile Phone Services.

Yongjun Liao, Wei Du, Márton Karsai, Carlos Sarraute, Martin Minnoni, Eric Fleury

Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

Correlations and dynamics of consumption patterns in social-economic networks.

Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury

Soc. Netw. Anal. Min., 2018

Link transmission centrality in large-scale social networks.

Qian Zhang, Márton Karsai, Alessandro Vespignani

EPJ Data Sci., 2018

Bursty Human Dynamics.

Márton Karsai, Hang-Hyun Jo, Kimmo Kaski

CoRR, 2018

Socioeconomic Dependencies of Linguistic Patterns in Twitter: a Multivariate Analysis.

Jacob Levy Abitbol, Márton Karsai, Jean-Philippe Magué, Jean-Pierre Chevrot, Eric Fleury

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Location, Occupation, and Semantics Based Socioeconomic Status Inference on Twitter.

Jacob Levy Abitbol, Márton Karsai, Eric Fleury

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Mapping temporal-network percolation to weighted, static event graphs.

Mikko Kivelä, Jordan Cambe, Jari Saramäki, Márton Karsai

CoRR, 2017

Threshold driven contagion on weighted networks.

Samuel Unicomb, Gerardo Iñiguez, Márton Karsai

CoRR, 2017

Prepaid or Postpaid? That is the question. Novel Methods of Subscription Type Prediction in Mobile Phone Services.

Yongjun Liao, Wei Du, Márton Karsai, Carlos Sarraute, Martin Minnoni, Eric Fleury

CoRR, 2017

Service adoption spreading in online social networks.

Gerardo Iñiguez, Zhongyuan Ruan, Kimmo Kaski, János Kertész, Márton Karsai

CoRR, 2017

2016

Burstiness and tie reinforcement in time varying social networks.

Enrico Ubaldi, Alessandro Vezzani, Márton Karsai, Nicola Perra, Raffaella Burioni

CoRR, 2016

Socioeconomic correlations and stratification in social-communication networks.

Yannick Léo, Eric Fleury, J. Ignacio Alvarez-Hamelin, Carlos Sarraute, Márton Karsai

CoRR, 2016

Local cascades induced global contagion: How heterogeneous thresholds, exogenous effects, and unconcerned behaviour govern online adoption spreading.

Márton Karsai, Gerardo Iñiguez, Riivo Kikas, Kimmo Kaski, János Kertész

CoRR, 2016

Detecting global bridges in networks.

Pablo Jensen, Matteo Morini, Márton Karsai, Tommaso Venturini, Alessandro Vespignani, Mathieu Jacomy, Jean-Philippe Cointet, Pierre Mercklé, Eric Fleury

J. Complex Networks, 2016

Link Prediction in the Twitter Mention Network: Impacts of Local Structure and Similarity of Interest.

Hadrien Hours, Eric Fleury, Márton Karsai

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Correlations of consumption patterns in social-economic networks.

Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Attention on Weak Ties in Social and Communication Networks.

Lilian Weng, Márton Karsai, Nicola Perra, Filippo Menczer, Alessandro Flammini

CoRR, 2015

Kinetics of Social Contagion.

Zhongyuan Ruan, Gerardo Iñiguez, Márton Karsai, János Kertész

CoRR, 2015

From calls to communities: a model for time varying social networks.

Guillaume Laurent, Jari Saramäki, Márton Karsai

CoRR, 2015

User-based representation of time-resolved multimodal public transportation networks.

Laura Alessandretti, Márton Karsai, Laetitia Gauvin

CoRR, 2015

Collective attention in the age of (mis)information.

Delia Mocanu, Luca Rossi, Qian Zhang, Márton Karsai, Walter Quattrociocchi

Comput. Hum. Behav., 2015

2014

The role of endogenous and exogenous mechanisms in the formation of R&D networks.

Mario Vincenzo Tomasello, Nicola Perra, Claudio Juan Tessone, Márton Karsai, Frank Schweitzer

CoRR, 2014

Complex contagion process in spreading of online innovation.

Márton Karsai, Gerardo Iñiguez, Kimmo Kaski, János Kertész

CoRR, 2014

2013

Bursty egocentric network evolution in Skype.

Riivo Kikas, Marlon Dumas, Márton Karsai

Soc. Netw. Anal. Min., 2013

The emergence and role of strong ties in time-varying communication networks

Márton Karsai, Nicola Perra, Alessandro Vespignani

CoRR, 2013

Models, Entropy and Information of Temporal Social Networks.

Kun Zhao, Márton Karsai, Ginestra Bianconi

CoRR, 2013

Controlling Contagion Processes in Time-Varying Networks.

Suyu Liu, Nicola Perra, Márton Karsai, Alessandro Vespignani

CoRR, 2013

2012

Effects of time window size and placement on the structure of an aggregated communication network.

Gautier Krings, Márton Karsai, Sebastian Bernhardsson, Vincent D. Blondel, Jari Saramäki

EPJ Data Sci., 2012

Spatiotemporal correlations of handset-based service usages.

Hang-Hyun Jo, Márton Karsai, Juuso Karikoski, Kimmo Kaski

EPJ Data Sci., 2012

Correlated dynamics in egocentric communication networks

Márton Karsai, Kimmo Kaski, János Kertész

CoRR, 2012

Effects of time window size and placement on the structure of aggregated networks

Gautier Krings, Márton Karsai, Sebastian Bernhardsson, Vincent D. Blondel, Jari Saramäki

CoRR, 2012

Entropy of dynamical social networks

Kun Zhao, Márton Karsai, Ginestra Bianconi

CoRR, 2012

2011

Multiscale Analysis of Spreading in a Large Communication Network

Mikko Kivelä, Raj Kumar Pan, Kimmo Kaski, János Kertész, Jari Saramäki, Márton Karsai

CoRR, 2011

Temporal motifs in time-dependent networks

Lauri Kovanen, Márton Karsai, Kimmo Kaski, János Kertész, Jari Saramäki

CoRR, 2011

Circadian pattern and burstiness in human communication activity

Hang-Hyun Jo, Márton Karsai, János Kertész, Kimmo Kaski

CoRR, 2011

2010

Small But Slow World: How Network Topology and Burstiness Slow Down Spreading

Márton Karsai, Mikko Kivelä, Raj Kumar Pan, Kimmo Kaski, János Kertész, Albert-László Barabási, Jari Saramäki

CoRR, 2010