Tomasz Kajdanowicz

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Katarzyna MusialProfessor in Network Science, University of Technology Sydney, AustraliaVerified email at uts.edu.au
Mikołaj MorzyInstitute of Computing Science, Poznan University of TechnologyVerified email at put.poznan.pl
Nitesh V Chawla, Fellow ACM, IEEEFrank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameVerified email at nd.edu
Piotr BielakWrocław University of Science and TechnologyVerified email at pwr.edu.pl
Boleslaw SzymanskiClaire and Roland Schmitt Distinguished Professor of Computer Science, Rensselaer PolytechnicVerified email at rpi.edu
Maciej PiaseckiWroclaw University of Science and TechnologyVerified email at pwr.wroc.pl
Jarosław JankowskiWest Pomeranian University of TechnologyVerified email at wi.zut.edu.pl
Jean Karl SolerExecutive Director, Mediterranean Institute of Primary CareVerified email at synapse.net.mt
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Maciej ZiebaWroclaw University of Science and Technology, TooplooxVerified email at pwr.wroc.pl
Kacper KaniaWarsaw University of TechnologyVerified email at pw.edu.pl
Sergio DamasProfessor - University of GranadaVerified email at ugr.es
Oscar CordónProfessor, IEEE-IFSA Fellow, Natl. Computer Science Award. DaSCI Research Institute & DECSAI, UGRVerified email at decsai.ugr.es
Manuel Chica SerranoUniversity of GranadaVerified email at ugr.es
Vasa CurcinProfessor of health informatics, King's College LondonVerified email at doc.ic.ac.uk
Louis FaustAssistant Professor of Biomedical Informatics, Mayo ClinicVerified email at mayo.edu
Suwen LINResearch Scientist, Facebook Inc.Verified email at fb.com
Pablo Robles-GrandaUniversity of IllinoisVerified email at illinois.edu
Roxana DangerImperial College LondonVerified email at imperial.ac.uk
Adam WierzbickiProfessor of Polish-Japanese Institute of Information Technology (PJIIT)Verified email at pjwstk.edu.pl

Tomasz Kajdanowicz

Wroclaw University of Technology

Verified email at pwr.edu.pl - Homepage

Data Science Machine Learning Representation Learning


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Scikit-multilearn: a scikit-based Python environment for performing multi-label classification P Szymanski, T Kajdanowicz The Journal of Machine Learning Research 20 (1), 209-230, 2019	261*	2019
Multidimensional social network in the social recommender system P Kazienko, K Musial, T Kajdanowicz IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2011	224	2011
A network perspective on stratification of multi-label data P Szymański, T Kajdanowicz First International Workshop on Learning with Imbalanced Domains: Theory and …, 2017	89	2017
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach J Kocoń, A Figas, M Gruza, D Puchalska, T Kajdanowicz, P Kazienko Information Processing & Management 58 (5), 102643, 2021	72	2021
Graph barlow twins: A self-supervised representation learning framework for graphs P Bielak, T Kajdanowicz, NV Chawla Knowledge-Based Systems 256, 109631, 2022	70	2022
Parallel processing of large graphs T Kajdanowicz, P Kazienko, W Indyk Future Generation Computer Systems 32, 324-337, 2014	70	2014
How is a data-driven approach better than random choice in label space division for multi-label classification? P Szymański, T Kajdanowicz, K Kersting Entropy 18 (8), 282, 2016	64	2016
Multidimensional social network: model and analysis P Kazienko, K Musial, E Kukla, T Kajdanowicz, P Bródka Computational Collective Intelligence. Technologies and Applications: Third …, 2011	60	2011
UCSG-Net--Unsupervised Discovering of Constructive Solid Geometry Tree K Kania, M Zięba, T Kajdanowicz NeurIPS 2020, 2020	59	2020
On measuring the complexity of networks: Kolmogorov complexity versus entropy M Morzy, T Kajdanowicz, P Kazienko Complexity 2017, 2017	58	2017
Label-dependent node classification in the network P Kazienko, T Kajdanowicz Neurocomputing 75 (1), 199-209, 2012	54	2012
Seed selection for spread of influence in social networks: Temporal vs. static approach R Michalski, T Kajdanowicz, P Bródka, P Kazienko New Generation Computing 32, 213-235, 2014	52	2014
Comprehensive study on lexicon-based ensemble classification sentiment analysis Ł Augustyniak, P Szymański, T Kajdanowicz, W Tuligłowicz Entropy 18 (1), 4, 2015	51	2015
Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification R Kleminski, P Kazienko, T Kajdanowicz Journal of Information Science 48 (3), 349-373, 2022	49	2022
Multimodal optimization: an effective framework for model calibration M Chica, J Barranquero, T Kajdanowicz, S Damas, Ó Cordón Information Sciences 375, 79-97, 2017	49	2017
Balancing speed and coverage by sequential seeding in complex networks J Jankowski, P Bródka, P Kazienko, BK Szymanski, R Michalski, ... Scientific reports 7 (1), 891, 2017	45	2017
Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods L Augustyniak, T Kajdanowicz, P Szymański, W Tuligłowicz, P Kazienko, ... Advances in Social Networks Analysis and Mining (ASONAM), 2014 IEEE/ACM …, 2014	43	2014
Social network structure is predictive of health and wellness S Lin, L Faust, P Robles-Granda, T Kajdanowicz, NV Chawla PloS one 14 (6), e0217264, 2019	38	2019
Comparison of the efficiency of mapreduce and bulk synchronous parallel approaches to large network processing T Kajdanowicz, W Indyk, P Kazienko, J Kukul 2012 IEEE 12th International Conference on Data Mining Workshops, 218-225, 2012	36	2012
Comprehensive analysis of aspect term extraction methods using various text embeddings Ł Augustyniak, T Kajdanowicz, P Kazienko Computer Speech & Language 69, 101217, 2021	28	2021

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