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Books and Theses
- 2019
[b1]Márton Karsai:
Computational Human Dynamics: People, Networks, and Collective Phenomena. École normale supérieure de Lyon, France, 2019
Journal Articles
- 2024
- [j19]Vedran Sekara
, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz:
The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development. Adv. Complex Syst. 27(3): 2440002:1-2440002:16 (2024) - [j18]Rémi Vaudaine, Pierre Borgnat, Paulo Gonçalves, Rémi Gribonval, Márton Karsai:
Temporal network compression via network hashing. Appl. Netw. Sci. 9(1): 3 (2024) - [j17]Elsa Andres, Alain Barrat, Márton Karsai:
Detecting periodic time scales of changes in temporal networks. J. Complex Networks 12(2) (2024) - 2022
- [j16]Rafiazka Millanida Hilman, Gerardo Iñiguez, Márton Karsai:
Socioeconomic biases in urban mixing patterns of US metropolitan areas. EPJ Data Sci. 11(1): 32 (2022) - [j15]Simone Piaggesi, Serena Giurgola, Márton Karsai, Yelena Mejova, André Panisson, Michele Tizzoni:
Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data. Frontiers Big Data 5 (2022) - [j14]Laetitia Gauvin, Mathieu Génois, Márton Karsai, Mikko Kivelä, Taro Takaguchi, Eugenio Valdano, Christian L. Vestergaard:
Randomized Reference Models for Temporal Networks. SIAM Rev. 64(4): 763-830 (2022) - [j13]Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai:
Measuring the effects of repeated and diversified influence mechanism for information adoption on Twitter. Soc. Netw. Anal. Min. 12(1): 16 (2022) - 2020
- [j12]Sébastien Lerique, Jacob Levy Abitbol, Márton Karsai:
Joint embedding of structure and features via graph convolutional networks. Appl. Netw. Sci. 5(1): 5 (2020) - [j11]Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot, Márton Karsai:
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences. EPJ Data Sci. 9(1): 19 (2020) - [j10]Jacob Levy Abitbol, Márton Karsai:
Interpretable socioeconomic status inference from aerial imagery through urban patterns. Nat. Mach. Intell. 2(11): 684-692 (2020) - 2019
- [j9]Jacob Levy Abitbol, Eric Fleury, Márton Karsai:
Optimal Proxy Selection for Socioeconomic Status Inference on Twitter. Complex. 2019: 6059673:1-6059673:15 (2019) - [j8]Agathe Baltzer, Márton Karsai, Camille Roth:
Interactional and Informational Attention on Twitter. Inf. 10(8): 250 (2019) - 2018
- [j7]Qian Zhang, Márton Karsai, Alessandro Vespignani:
Link transmission centrality in large-scale social networks. EPJ Data Sci. 7(1): 33 (2018) - [j6]Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury:
Correlations and dynamics of consumption patterns in social-economic networks. Soc. Netw. Anal. Min. 8(1): 9 (2018) - 2016
- [j5]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): 319-329 (2016) - 2015
- [j4]Delia Mocanu, Luca Rossi, Qian Zhang, Márton Karsai, Walter Quattrociocchi:
Collective attention in the age of (mis)information. Comput. Hum. Behav. 51: 1198-1204 (2015) - 2013
- [j3]Riivo Kikas, Marlon Dumas, Márton Karsai:
Bursty egocentric network evolution in Skype. Soc. Netw. Anal. Min. 3(4): 1393-1401 (2013) - 2012
- [j2]Gautier Krings, Márton Karsai, Sebastian Bernhardsson, Vincent D. Blondel, Jari Saramäki:
Effects of time window size and placement on the structure of an aggregated communication network. EPJ Data Sci. 1(1): 4 (2012) - [j1]Hang-Hyun Jo, Márton Karsai, Juuso Karikoski, Kimmo Kaski:
Spatiotemporal correlations of handset-based service usages. EPJ Data Sci. 1(1): 10 (2012)
Conference and Workshop Papers
- 2023
- [c6]Lisette Espín-Noboa, János Kertész, Márton Karsai:
Interpreting wealth distribution via poverty map inference using multimodal data. WWW 2023: 4029-4040 - 2020
- [c5]Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai:
Information Adoption via Repeated or Diversified Social Influence on Twitter. ASONAM 2020: 237-241 - 2018
- [c4]Jacob Levy Abitbol, Márton Karsai, Eric Fleury:
Location, Occupation, and Semantics Based Socioeconomic Status Inference on Twitter. ICDM Workshops 2018: 1192-1199 - [c3]Jacob Levy Abitbol, Márton Karsai, Jean-Philippe Magué, Jean-Pierre Chevrot, Eric Fleury:
Socioeconomic Dependencies of Linguistic Patterns in Twitter: a Multivariate Analysis. WWW 2018: 1125-1134 - 2016
- [c2]Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury:
Correlations of consumption patterns in social-economic networks. ASONAM 2016: 493-500 - [c1]Hadrien Hours, Eric Fleury, Márton Karsai:
Link Prediction in the Twitter Mention Network: Impacts of Local Structure and Similarity of Interest. ICDM Workshops 2016: 454-461
Parts in Books or Collections
- 2018
- [p1]Yongjun Liao, Wei Du, Márton Karsai, Carlos Sarraute, Martin Minnoni, Eric Fleury:
Prepaid or Postpaid? That Is the Question: Novel Methods of Subscription Type Prediction in Mobile Phone Services. Social Network Based Big Data Analysis and Applications 2018: 165-181
Editorship
- 2018
- [e1]Chantal Cherifi, Hocine Cherifi, Márton Karsai, Mirco Musolesi:
Complex Networks & Their Applications VI - Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), COMPLEX NETWORKS 2017, Lyon, France, November 29 - December 1, 2017. Studies in Computational Intelligence 689, Springer 2018, ISBN 978-3-319-72149-1 [contents]
Informal and Other Publications
- 2024
- [i62]Arash Badie Modiri, Chiara Boldrini, Lorenzo Valerio, János Kertész, Márton Karsai:
Initialisation and Topology Effects in Decentralised Federated Learning. CoRR abs/2403.15855 (2024) - [i61]Kishore Vasan, Márton Karsai, Albert-László Barabási:
Human Mobility in the Metaverse. CoRR abs/2404.03071 (2024) - [i60]Gergely Ódor, Márton Karsai:
Epidemic-induced local awareness behavior inferred from surveys and genetic sequence data. CoRR abs/2406.09983 (2024) - [i59]Elsa Andres, Gergely Ódor, Iacopo Iacopini, Márton Karsai:
Distinguishing mechanisms of social contagion from local network view. CoRR abs/2406.18519 (2024) - [i58]Márton Karsai, János Kertész, Lisette Espín-Noboa:
A Comparative Analysis of Wealth Index Predictions in Africa between three Multi-Source Inference Models. CoRR abs/2408.01631 (2024) - [i57]Csego Balázs Kolok, Gergely Ódor, Dániel Keliger, Márton Karsai:
Epidemic paradox induced by awareness driven network dynamics. CoRR abs/2409.01384 (2024) - [i56]Timur Naushirvanov, Erick Elejalde, Kyriaki Kalimeri, Elisa Omodei, Márton Karsai, Leo Ferres:
Evacuation patterns and socioeconomic stratification in the context of wildfires in Chile. CoRR abs/2410.06017 (2024) - 2023
- [i55]Lisette Espín-Noboa, János Kertész, Márton Karsai:
Interpreting wealth distribution via poverty map inference using multimodal data. CoRR abs/2302.10793 (2023) - [i54]Iacopo Iacopini, Márton Karsai, Alain Barrat:
The temporal dynamics of group interactions in higher-order social networks. CoRR abs/2306.09967 (2023) - [i53]Vedran Sekara, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz:
Are machine learning technologies ready to be used for humanitarian work and development? CoRR abs/2307.01891 (2023) - [i52]Elsa Andres, Alain Barrat, Márton Karsai:
Detecting periodic time scales in temporal networks. CoRR abs/2307.03840 (2023) - [i51]Adriana Manna, Júlia Koltai, Márton Karsai:
Social inequalities that matter for contact patterns, vaccination, and the spread of epidemics. CoRR abs/2307.04865 (2023) - [i50]Rémi Vaudaine, Pierre Borgnat, Paulo Gonçalves, Rémi Gribonval, Márton Karsai:
Temporal network compression via network hashing. CoRR abs/2307.04890 (2023) - [i49]Thomas Louf, José J. Ramasco, David Sánchez, Márton Karsai:
When Dialects Collide: How Socioeconomic Mixing Affects Language Use. CoRR abs/2307.10016 (2023) - [i48]Rafiazka Millanida Hilman, Manuel García-Herranz, Vedran Sekara, Márton Karsai:
Mobility Segregation Dynamics and Residual Isolation During Pandemic Interventions. CoRR abs/2310.03557 (2023) - [i47]Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez:
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity. CoRR abs/2312.04504 (2023) - 2021
- [i46]Júlia Koltai, Orsolya Vásárhelyi, Gergely Röst, Márton Karsai:
Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys. CoRR abs/2102.09021 (2021) - [i45]Serena Giurgola, Simone Piaggesi, Márton Karsai, Yelena Mejova, André Panisson, Michele Tizzoni:
Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data. CoRR abs/2105.13774 (2021) - [i44]Arash Badie Modiri, Abbas K. Rizi, Márton Karsai, Mikko Kivelä:
Directed Percolation in Temporal Networks. CoRR abs/2107.01510 (2021) - [i43]Arash Badie Modiri, Abbas K. Rizi, Márton Karsai, Mikko Kivelä:
Directed Percolation in Random Temporal Network Models with Heterogeneities. CoRR abs/2110.07698 (2021) - 2020
- [i42]Gerardo Iñiguez, Federico Battiston, Márton Karsai:
Bridging the gap between graphs and networks. CoRR abs/2004.01467 (2020) - [i41]Jacob Levy Abitbol, Márton Karsai:
Socioeconomic correlations of urban patterns inferred from aerial images: interpreting activation maps of Convolutional Neural Networks. CoRR abs/2004.04907 (2020) - 2019
- [i40]Jacob Levy Abitbol, Márton Karsai, Eric Fleury:
Location, Occupation, and Semantics based Socioeconomic Status Inference on Twitter. CoRR abs/1901.05389 (2019) - [i39]Samuel Unicomb, Gerardo Iñiguez, János Kertész, Márton Karsai:
Reentrant phase transitions in threshold driven contagion on multiplex networks. CoRR abs/1901.08306 (2019) - [i38]Sébastien Lerique, Jacob Levy Abitbol, Márton Karsai:
Joint embedding of structure and features via graph convolutional networks. CoRR abs/1905.08636 (2019) - [i37]Márton Karsai:
Computational Human Dynamics. CoRR abs/1907.07475 (2019) - [i36]Agathe Baltzer, Márton Karsai, Camille Roth:
Interactional and Informational Attention on Twitter. CoRR abs/1907.07962 (2019) - [i35]Arash Badie Modiri, Márton Karsai, Mikko Kivelä:
Efficient limited time reachability estimation in temporal networks. CoRR abs/1908.11831 (2019) - [i34]Maddalena Torricelli, Márton Karsai, Laetitia Gauvin:
weg2vec: Event embedding for temporal networks. CoRR abs/1911.02425 (2019) - [i33]Jari Saramäki, Mikko Kivelä, Márton Karsai:
Weighted temporal event graphs. CoRR abs/1912.03904 (2019) - 2018
- [i32]Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury:
Correlations and dynamics of consumption patterns in social-economic networks. CoRR abs/1801.08856 (2018) - [i31]Qian Zhang, Márton Karsai, Alessandro Vespignani:
Link transmission centrality in large-scale social networks. CoRR abs/1802.05337 (2018) - [i30]Márton Karsai, Hang-Hyun Jo, Kimmo Kaski:
Bursty Human Dynamics. CoRR abs/1803.02580 (2018) - [i29]Jacob Levy Abitbol, Márton Karsai, Jean-Philippe Magué, Jean-Pierre Chevrot, Eric Fleury:
Socioeconomic Dependencies of Linguistic Patterns in Twitter: A Multivariate Analysis. CoRR abs/1804.01155 (2018) - [i28]Laetitia Gauvin, Mathieu Génois, Márton Karsai, Mikko Kivelä, Taro Takaguchi, Eugenio Valdano, Christian L. Vestergaard:
Randomized reference models for temporal networks. CoRR abs/1806.04032 (2018) - 2017
- [i27]Gerardo Iñiguez, Zhongyuan Ruan, Kimmo Kaski, János Kertész, Márton Karsai:
Service adoption spreading in online social networks. CoRR abs/1706.09777 (2017) - [i26]Yongjun Liao, Wei Du, Márton Karsai, Carlos Sarraute, Martin Minnoni, Eric Fleury:
Prepaid or Postpaid? That is the question. Novel Methods of Subscription Type Prediction in Mobile Phone Services. CoRR abs/1706.10172 (2017) - [i25]Samuel Unicomb, Gerardo Iñiguez, Márton Karsai:
Threshold driven contagion on weighted networks. CoRR abs/1707.02185 (2017) - [i24]Mikko Kivelä, Jordan Cambe, Jari Saramäki, Márton Karsai:
Mapping temporal-network percolation to weighted, static event graphs. CoRR abs/1709.05647 (2017) - 2016
- [i23]Márton Karsai, Gerardo Iñiguez, Riivo Kikas, Kimmo Kaski, János Kertész:
Local cascades induced global contagion: How heterogeneous thresholds, exogenous effects, and unconcerned behaviour govern online adoption spreading. CoRR abs/1601.07995 (2016) - [i22]Enrico Ubaldi, Alessandro Vezzani, Márton Karsai, Nicola Perra, Raffaella Burioni:
Burstiness and tie reinforcement in time varying social networks. CoRR abs/1607.08910 (2016) - [i21]Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury:
Correlations of consumption patterns in social-economic networks. CoRR abs/1609.03756 (2016) - [i20]Yannick Léo, Eric Fleury, J. Ignacio Alvarez-Hamelin, Carlos Sarraute, Márton Karsai:
Socioeconomic correlations and stratification in social-communication networks. CoRR abs/1612.04580 (2016) - 2015
- [i19]Lilian Weng, Márton Karsai, Nicola Perra, Filippo Menczer, Alessandro Flammini:
Attention on Weak Ties in Social and Communication Networks. CoRR abs/1505.02399 (2015) - [i18]Zhongyuan Ruan, Gerardo Iñiguez, Márton Karsai, János Kertész:
Kinetics of Social Contagion. CoRR abs/1506.00251 (2015) - [i17]Guillaume Laurent, Jari Saramäki, Márton Karsai:
From calls to communities: a model for time varying social networks. CoRR abs/1506.00393 (2015) - [i16]Laura Alessandretti, Márton Karsai, Laetitia Gauvin:
User-based representation of time-resolved multimodal public transportation networks. CoRR abs/1509.08095 (2015) - [i15]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 abs/1509.08295 (2015) - 2014
- [i14]Delia Mocanu, Luca Rossi, Qian Zhang, Márton Karsai, Walter Quattrociocchi:
Collective attention in the age of (mis)information. CoRR abs/1403.3344 (2014) - [i13]Mario Vincenzo Tomasello, Nicola Perra, Claudio Juan Tessone, Márton Karsai, Frank Schweitzer:
The role of endogenous and exogenous mechanisms in the formation of R&D networks. CoRR abs/1403.4106 (2014) - [i12]Márton Karsai, Gerardo Iñiguez, Kimmo Kaski, János Kertész:
Complex contagion process in spreading of online innovation. CoRR abs/1405.6879 (2014) - 2013
- [i11]Márton Karsai, Nicola Perra, Alessandro Vespignani:
The emergence and role of strong ties in time-varying communication networks. CoRR abs/1303.5966 (2013) - [i10]Kun Zhao, Márton Karsai, Ginestra Bianconi:
Models, Entropy and Information of Temporal Social Networks. CoRR abs/1307.5675 (2013) - [i9]Suyu Liu, Nicola Perra, Márton Karsai, Alessandro Vespignani:
Controlling Contagion Processes in Time-Varying Networks. CoRR abs/1309.7031 (2013) - 2012
- [i8]Kun Zhao, Márton Karsai, Ginestra Bianconi:
Entropy of dynamical social networks. CoRR abs/1201.3292 (2012) - [i7]Gautier Krings, Márton Karsai, Sebastian Bernhardsson, Vincent D. Blondel, Jari Saramäki:
Effects of time window size and placement on the structure of aggregated networks. CoRR abs/1202.1145 (2012) - [i6]Márton Karsai, Kimmo Kaski, János Kertész:
Correlated dynamics in egocentric communication networks. CoRR abs/1202.3062 (2012) - [i5]Riivo Kikas, Marlon Dumas, Márton Karsai:
Bursty egocentric network evolution in Skype. CoRR abs/1206.0883 (2012) - 2011
- [i4]Hang-Hyun Jo, Márton Karsai, János Kertész, Kimmo Kaski:
Circadian pattern and burstiness in human communication activity. CoRR abs/1101.0377 (2011) - [i3]Lauri Kovanen, Márton Karsai, Kimmo Kaski, János Kertész, Jari Saramäki:
Temporal motifs in time-dependent networks. CoRR abs/1107.5646 (2011) - [i2]Mikko Kivelä, Raj Kumar Pan, Kimmo Kaski, János Kertész, Jari Saramäki, Márton Karsai:
Multiscale Analysis of Spreading in a Large Communication Network. CoRR abs/1112.4312 (2011) - 2010
- [i1]Márton Karsai, Mikko Kivelä, Raj Kumar Pan, Kimmo Kaski, János Kertész, Albert-László Barabási, Jari Saramäki:
Small But Slow World: How Network Topology and Burstiness Slow Down Spreading. CoRR abs/1006.2125 (2010)
Coauthor Index
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