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Reverse EngiNeering of sOcial Information pRocessing

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
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
DOI: 10.1016/j.neucom.2017.01.121

On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy


Published in: ISSN 1076-2787
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
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
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
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
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
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
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
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
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
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
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
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
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
DOI: 10.3390/e20120916

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
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
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
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
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
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
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
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
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
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
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
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

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

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
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
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

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
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

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
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
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
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
DOI: 10.1007/978-3-030-20873-8_31