Publications

Published articles

  1. Szymański, P., Kajdanowicz, T., & Kersting, K. (2016) How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification? Entropy, 18(8), 282. Available at: http://doi.org/10.3390/e18080282.
  2. Morzy M., Kajdanowicz T., Szymański B., (2016) Benford’s distribution in complex networks, Scientific Reports, vol. 6, art. 34917. Available at: http://www.nature.com/articles/srep34917.
  3. Chołoniewski J., Leban G., Macek S., Rehar A., (2016) Information flow between news articles: Slovene media case study, Informatica. An International Journal of Computing and Informatics, D, 13-16.  Available at: http://ailab.ijs.si/dunja/SiKDD2016/Papers/Choloniewski_InformationFlow.pdf
  4. Augustyniak Ł., Rajda K., Kajdanowicz T. Method for aspect-based sentiment annotation using rhetorical analysis, 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part I, pp 772-781, Available at: https://www.researchgate.net/publication/314071179_Method_for_Aspect-Based_Sentiment_Annotation_Using_Rhetorical_Analysis
  5. Jankowski, J., Bródka, P., Kazienko, P., Szymanski, B., Michalski, R., & Kajdanowicz, T. (2017) Balancing Speed and Coverage by Sequential Seeding in Complex Networks, Scientific Reports, vol. 7, art. 891.  Available at: https://www.nature.com/articles/s41598-017-00937-8

Accepted

  1. Bartusiak R., Augustyniak Ł., Kajdanowicz T., Kazienko P., Piasecki M., WordNet2Vec: Corpora Agnostic Word Vectorization Method, Neurocomputing in print, https://arxiv.org/abs/1606.03335.

Submitted

  1. Bartusiak R., Augustyniak Ł., Kajdanowicz T., Kazienko P., Piasecki M., How far is it? Distance based word vectorization method using WordNet, submitted to Conference on Empirical Methods in Natural Language Processing — September 7–11, 2017 — Copenhagen, Denmark, in a review.

Under Preparation

  1. Paluch, R , Chołoniewski J., Suchecki K., Hołyst, J.A., Leban, G., Fuart, F., Karlovcec, M., Rupnik, J., Grobelnik,M., Hoekstra, A., Sloot, P., Sobkowicz, P.,  Toczyski, P., Does the rise of new media explain the expansion of old media coverage ?
  2. Paluch, R., Suchecki, K., Lu, X., Szymański, B. K., Hołyst, J. A., Fast rumour source detection in large social networks.
    In this paper we study the problem of source localization in complex networks. The basis of our research is the algorithm proposed by Pinto et all. [1]. We found a way to significantly improve this algorithm, especially in terms of complexity and computation time.
    [1]. Pedro C. Pinto, Patrick Thiran, and Martin Vetterli. Locating the source of diffusion in large-scale networks. Physical Review Letters, 109(6):1–5, 2012.
  3. Górski P.J. , Kułakowski K., Gawroński P.,  Hołyst J.A., Heider balance in bilayer networks.
  4. Jankowski J., Michalski R., Bródka P., How we interact and influence each other in virtual worlds: spreading processes in multilayer complex network

Conference contributions