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Reverse EngiNeering of sOcial Information pRocessing

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Publications

Coupling of link- and node-ordering in the coevolving voter model

Author(s): J. Toruniewska, K. Kułakowski, K. Suchecki, J. A. Hołyst
Published in: Physical Review E, Issue 96/4, 2017, Page(s) 042306, ISSN 2470-0045
Publisher: American Physical Society
DOI: 10.1103/PhysRevE.96.042306

WordNet2Vec: Corpora agnostic word vectorization method

Author(s): Roman Bartusiak, Łukasz Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko, Maciej Piasecki
Published in: Neurocomputing, 2017, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/j.neucom.2017.01.121

On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy

Author(s): Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko
Published in: Complexity, Issue 2017, 2017, Page(s) 1-12, ISSN 1076-2787
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2017/3250301

Do We Really Need to Catch Them All? A New User-Guided Social Media Crawling Method

Author(s): Fredrik Erlandsson, Piotr Bródka, Martin Boldt, Henric Johnson
Published in: Entropy, Issue 19/12, 2017, Page(s) 686, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e19120686

Tricriticality in the q -neighbor Ising model on a partially duplex clique

Author(s): Anna Chmiel, Julian Sienkiewicz, Katarzyna Sznajd-Weron
Published in: Physical Review E, Issue 96/6, 2017, Page(s) 062137, ISSN 2470-0045
Publisher: Physical Review E
DOI: 10.1103/PhysRevE.96.062137

Fast and accurate detection of spread source in large complex networks

Author(s): Robert Paluch, Xiaoyan Lu, Krzysztof Suchecki, Bolesław K. Szymański, Janusz A. Hołyst
Published in: Scientific Reports, Issue 8/1, 2018, Page(s) 2508, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-20546-3

A multilayer network dataset of interaction and influence spreading in a virtual world

Author(s): Jarosław Jankowski, Radosław Michalski, Piotr Bródka
Published in: Scientific Data, Issue 4, 2017, Page(s) 170144, ISSN 2052-4463
Publisher: Springer
DOI: 10.1038/sdata.2017.144

Quantifying layer similarity in multiplex networks: a systematic study

Author(s): Piotr Bródka, Anna Chmiel, Matteo Magnani, Giancarlo Ragozini
Published in: Royal Society Open Science, Issue 5/8, 2018, Page(s) 171747, ISSN 2054-5703
Publisher: The Royal Society
DOI: 10.1098/rsos.171747

Categorical and Geographical Separation in Science

Author(s): Julian Sienkiewicz, Krzysztof Soja, Janusz A. Hołyst, Peter M. A. Sloot
Published in: Scientific Reports, Issue 8/1, 2018, Page(s) 8253, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-26511-4

Hierarchical partitions of social networks between rivaling leaders

Author(s): Małgorzata J. Krawczyk, Krzysztof Kułakowski, Janusz A. Hołyst
Published in: PLOS ONE, Issue 13/3, 2018, Page(s) e0193715, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0193715

Diffusion on hierarchical systems of weakly-coupled networks

Author(s): Grzegorz Siudem, Janusz A. Hołyst
Published in: Physica A: Statistical Mechanics and its Applications, Issue 513, 2019, Page(s) 675-686, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2018.08.078

Probing Limits of Information Spread with Sequential Seeding

Author(s): Jarosław Jankowski, Boleslaw K. Szymanski, Przemysław Kazienko, Radosław Michalski, Piotr Bródka
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-32081-2

Entropy Measures of Human Communication Dynamics

Author(s): Marcin Kulisiewicz, Przemysław Kazienko, Boleslaw K. Szymanski, Radosław Michalski
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-32571-3

Multiple propagation paths enhance locating the source of diffusion in complex networks

Author(s): Ł.G. Gajewski, K. Suchecki, J.A. Hołyst
Published in: Physica A: Statistical Mechanics and its Applications, Issue 519, 2019, Page(s) 34-41, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2018.12.012

Finding influentials in social networks using evolutionary algorithm

Author(s): Michał Weskida, Radosław Michalski
Published in: Journal of Computational Science, Issue 31, 2019, Page(s) 77-85, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2018.12.010

Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures

Author(s): Mikołaj Morzy, Tomasz Kajdanowicz
Published in: Entropy, Issue 20/12, 2018, Page(s) 916, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20120916

scikit-multilearn: A scikit-based Python environment for performing multi-label classification

Author(s): Szymanski, P., & Kajdanowicz, T.
Published in: Journal of Machine Learning Research, Issue 1-22, 2019, ISSN 1532-4435
Publisher: MIT Press
DOI: 10.5555/3322706.3322712

Modeling of temporal fluctuation scaling in online news network with independent cascade model

Author(s): Jan Chołoniewski, Julian Sienkiewicz, Gregor Leban, Janusz A. Hołyst
Published in: Physica A: Statistical Mechanics and its Applications, Issue 523, 2019, Page(s) 129-144, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2019.02.035

FunPred 3.0: improved protein function prediction using protein interaction network

Author(s): Sovan Saha, Piyali Chatterjee, Subhadip Basu, Mita Nasipuri, Dariusz Plewczynski
Published in: PeerJ, Issue 7, 2019, Page(s) e6830, ISSN 2167-8359
Publisher: PeerJ
DOI: 10.7717/peerj.6830

DALEX: explainers for complex predictive models

Author(s): Biecek, Przemyslaw
Published in: The Journal of Machine Learning Research, Issue 19,1, 2018, Page(s) 3245-3249, ISSN 1532-4435
Publisher: MIT Press
DOI: 10.5281/zenodo.3670940

Analysis of group evolution prediction in complex networks

Author(s): Stanisław Saganowski, Piotr Bródka, Michał Koziarski, Przemysław Kazienko
Published in: PLOS ONE, Issue 14/10, 2019, Page(s) e0224194, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0224194

Interacting Spreading Processes in Multilayer Networks: A Systematic Review

Author(s): Piotr Brodka, Katarzyna Musial, Jaroslaw Jankowski
Published in: IEEE Access, Issue 8, 2020, Page(s) 10316-10341, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2020.2965547

Priority Attachment: a Comprehensive Mechanism for Generating Networks

Author(s): Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko, Grzegorz Miebs, Arkadiusz Rusin
Published in: Scientific Reports, Issue 9/1, 2019, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-019-40015-9

Predicting the Evolution of Physics Research from a Complex Network Perspective

Author(s): Wenyuan Liu, Stanisław Saganowski, Przemysław Kazienko, Siew Ann Cheong
Published in: Entropy, Issue 21/12, 2019, Page(s) 1152, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e21121152

Benford’s Distribution in Complex Networks

Author(s): Mikołaj Morzy, Tomasz Kajdanowicz, Bolesław K. Szymański
Published in: Scientific Reports, Issue 6/1, 2016, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep34917

Balancing Speed and Coverage by Sequential Seeding in Complex Networks

Author(s): Jarosław Jankowski, Piotr Bródka, Przemysław Kazienko, Boleslaw K. Szymanski, Radosław Michalski, Tomasz Kajdanowicz
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-00937-8

How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification?

Author(s): Piotr Szymański, Tomasz Kajdanowicz, Kristian Kersting
Published in: Entropy, Issue 18/8, 2016, Page(s) 282, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e18080282

Key Courses of Academic Curriculum Uncovered by Data Mining of Students' Grades

Author(s): Ł.G. Gajewski, J. Chołoniewski, J.A. Hołyst
Published in: Acta Physica Polonica A, Issue 129/5, 2016, Page(s) 1071-1076, ISSN 0587-4246
Publisher: Polska Akademia Nauk
DOI: 10.12693/APhysPolA.129.1071

SocialML: machine learning for social media video creators

Author(s): Tomasz Trzcinski, Adam Bielski, Pawel Cyrta, Matthew Zak
Published in: Neural Information Processing Systems Conference (NIPS) 2017 - Workshop on Machine Learning for Creativity and Design, 2017
Publisher: none

Seed Selection for Information Cascade in Multilayer Networks

Author(s): Fredrik Erlandsson, Piotr Brdóka, Anton Borg
Published in: Complex Networks & Their Applications VI. COMPLEX NETWORKS 2016 2017. Studies in Computational Intelligence, 2017, Page(s) 426-436, ISBN 978-3-319-72149-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-72150-7_35

A Network Perspective on Stratification of Multi-Label Data

Author(s): Piotr Szymanski, Tomasz Kajdanowicz
Published in: Proceedings of Machine Learning Research, Issue 2017, 2017, ISSN 1938-7228
Publisher: Proceedings of Machine Learning Research

Identifying Promising Research Topics in Computer Science

Author(s): Rajmund Klemiński, Przemyslaw Kazienko
Published in: Network Intelligence Meets User Centered Social Media Networks, 2018, Page(s) 231-241, ISBN 978-3-319-90311-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-90312-5_16

Extracting Aspects Hierarchies using Rhetorical Structure Theory

Author(s): Łukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko
Published in: Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence - ACAI 2018, 2018, Page(s) 1-5, ISBN 9781-450366250
Publisher: ACM Press
DOI: 10.1145/3302425.3302479

Building Client’s Risk Profile Based on Call Detail Records

Author(s): Z. Herga, C. Doyle, S. Dipple, C. Nasman, G. Korniss, B.K. Szymanski, J. Brank, J. Rupnik, and D. Mladenic
Published in: Proc SiKDD, Issue 2017, 2017
Publisher: 2017

Aspect Detection using Word and Char Embeddings with (Bi) LSTM and CRF

Author(s): Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko
Published in: 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2019, Page(s) 43-50, ISBN 978-1-7281-1488-0
Publisher: IEEE
DOI: 10.1109/aike.2019.00016

Information flow between news articles: Slovene media case study

Author(s): Jan Choloniewski, Gregor Leban, Sebastijan Macek, Aljosa Rehar
Published in: Informatica. An International Journal of Computing and Informatics, Issue Proceedings of the 19th International Multiconference INFORMATION SOCIETY – IS 2016, Volume D, 2016, Page(s) 13-16, ISBN 978-961-264-100-9
Publisher: "Laboratorij za umetno inteligenco, Institut ""Jožef Stefan"""

metMethod for Aspect-Based Sentiment Annotation Using Rhetorical Analysis

Author(s): Łukasz Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz
Published in: Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Issue Proceedings, Part I, 2017, Page(s) 772-781, ISBN 978-3-319-54472-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-54472-4_72

Seeds Buffering for Information Spreading Processes

Author(s): Jarosław Jankowski, Piotr Bródka, Radosław Michalski, Przemysław Kazienko
Published in: Lecture Notes on Computer Science LNCS, Issue Springer, 2017., 2017, Page(s) 628-641, ISBN 978-3-319-67216-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-67217-5_37

Incremental Learning in Dynamic Networks for Node Classification

Author(s): Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Przemyslaw Kazienko
Published in: Network Intelligence Meets User Centered Social Media Networks, 2018, Page(s) 133-142, ISBN 978-3-319-90311-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-90312-5_9

Siamese Generative Adversarial Privatizer for Biometric Data

Author(s): Witold Oleszkiewicz, Peter Kairouz, Karol Piczak, Ram Rajagopal, Tomasz Trzciński
Published in: Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part V, Issue 11365, 2019, Page(s) 482-497, ISBN 978-3-030-20872-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-20873-8_31

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