Publications
Publications assigned to this group and public publications confirmed in the research records of its current members.
Publications: 163
UCSG-NET - Unsupervised Discovering of Constructive Solid Geometry Tree
Kacper Kania, Maciej M Zięba, Tomasz Kajdanowicz
NeurIPS 2020 · 2020
Political advertising dataset: the use case of the Polish 2020 presidential elections
Łukasz M. Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz, Michał Bernaczyk
ACL 2020 · 2020
Priority attachment: a comprehensive mechanism for generating networks
Tomasz Kajdanowicz, Przemysław Kazienko, Mikołaj Morzy, Grzegorz Miebs, Arkadiusz Rusin
Scientific Reports · 2019
scikit-multilearn: A scikit-based Python environment for performing multi-label classification
Piotr Szymański, Tomasz Kajdanowicz
Journal of Machine Learning Research · 2019
WordNet2Vec: corpora agnostic word vectorization method
Roman D. Bartusiak, Łukasz M Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko, Maciej Piasecki
Neurocomputing · 2019
Social network structure is predictive of health and wellness
Tomasz Kajdanowicz, Nitesh Chawla, Suwen Lin, Louis Faust, Pablo Robles-Granda
PLoS ONE · 2019
Aspect detection using word and char embeddings with (Bi)LSTM and CRF
Łukasz M. Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko
2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 3-5 June 2019, Cagliari, Sardinia, Italy · 2019
Tomasz Kajdanowicz, Przemysław Kazienko
Encyclopedia of Social Network Analysis and Mining · 2018
Incremental learning in dynamic networks for node classification
Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Przemysław Kazienko
Network intelligence meets user centered social media networks · 2018
Distributed processing of networked data
Przemysław Kazienko, Wojciech Indyk, Tomasz Kajdanowicz, Roman D Bartusiak
Encyclopedia of Social Network Analysis and Mining · 2018
Collective classification, structural features
Przemysław Kazienko, Tomasz Kajdanowicz
Encyclopedia of Social Network Analysis and Mining · 2018
Extracting aspects hierarchies using Rhetorical Structure Theory
Łukasz M. Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko
ACAI 2018 · 2018
Piotr Szymański, Michał Żołnieruk, Piotr Oleszczyk, Igor Gisterek, Tomasz Kajdanowicz
IEEE Transactions on Intelligent Transportation Systems · 2018
Graph energies of egocentric networks and their correlation with vertex centrality measures
Tomasz Kajdanowicz, Mikołaj Morzy
Entropy · 2018
A network perspective on stratification of multi-label data
Piotr Szymański, Tomasz Kajdanowicz
First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 22 September 2017, ECML-PKDD, Skopje, Macedonia · 2017
Is a data-driven approach still better than random choice with Naive Bayes classifiers?
Piotr Szymański, Tomasz Kajdanowicz
ACIIDS 2017 · 2017
Multimodal optimization: an effective framework for model calibration
Tomasz Kajdanowicz, Manuel Chica, José Barranquero, Sergio Damas, Óscar Cordón
Information Sciences · 2017
On quality assesement in Wikipedia articles based on Markov Random Fields
Rajmund Klemiński, Tomasz Kajdanowicz, Roman D Bartusiak, Przemysław Kazienko
ACIIDS 2017 · 2017
On measuring the complexity of networks : Kolmogorov complexity versus entropy
Tomasz Kajdanowicz, Przemysław Kazienko, Mikołaj Morzy
Complexity · 2017
Requirements and validation of a prototype learning health system for clinical diagnosis
Przemysław Kazienko, Tomasz Kajdanowicz, Derek Corrigan, Gary Munnelly, Jean Karl Soler, Samhar Mahmoud, Talya Porat, Olga Kostopoulou, Vasa Curcin, Brendan Delaney
Learning Health Systems · 2017