Publications

Conference: IEEE International Conference on Big Data

2024

• Dominik Ślęzak , Andrzej Janusz , Maciej Świechowski, Agnieszka Chądzyńska-Krasowska, Jacek Kamiński, Do Data Scientists Dream About Their Skills’ Assessment? – Transforming a Competition Platform Into an Assessment Platform, 2024 IEEE International Conference on Big Data, Washington, the United States of America, 15 December 2024 - 18 January 2025. See in PBN
• Jan Zyśko, Maciej Świechowski, Sebastian Stawicki, Katarzyna Jagieła, Andrzej Janusz , Dominik Ślęzak , IEEE Big Data Cup 2024 Report: Predicting Chess Puzzle Difficulty at KnowledgePit.ai, 2024 IEEE International Conference on Big Data, Washington, the United States of America, 15 December 2024 - 18 January 2025. See in PBN
• Marta Burzańska, Piotr Wiśniewski, Krzysztof Stencel , Recursive Queries: Twenty-Five Years After SQL:1999, 2024 IEEE International Conference on Big Data, Washington, the United States of America, 15 December 2024 - 18 January 2025. See in PBN

2023

• Jingrui HE, Themis PALPANAS, Xiaohua HU, Alfredo CUZZOCREA, Dejing DOU, Dominik Ślęzak , Wei WANG, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh AGRAWAL, 2023 IEEE International Conference on Big Data, IEEE International Conference on Big Data [BigData], Sorrento, Italy 15-18 December 2023, Sorrento, Italy, 15 December 2023 - 18 December 2023. See in PBN
• Dominik Ślęzak , Aleksandra Gruca, 2023 IEEE International Conference on Big Data : Dec 15 - Dec 18, 2023, Sorrento, Italy : proceedings, 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 15 December 2023 - 18 December 2023. See in PBN
• Mateusz Wnuk, Jan Dziuba, Andrzej Janusz , Dominik Ślęzak , IEEE BigData Cup 2023 Report: Object Recognition with Muon Tomography Using Cosmic Rays, IEEE International Conference on Big Data [BigData], Sorrento, Italy 15-18 December 2023, Sorrento, Italy, 15 December 2023 - 18 December 2023. See in PBN

2022

• Mateusz Przyborowski, Dominik Ślęzak , Approximation of the expectation-maximization algorithm for Gaussian mixture models on big data, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN
• Piotr Podolski, Tomasz Ludziejewski, Hung Son Nguyen , Data management in training AI chatbot with personality based on granular computing, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN
• Daniel Kałuża , Andrzej Janusz , Dominik Ślęzak , EVEAL - Expected Variance Estimation for Active Learning, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN
• Mateusz Przyborowski, Krzysztof Ciebiera, Krzysztof Stencel , Large Scale Windowed Matching, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN
• Maciej Bartoszuk, Jaroslaw Litwin, Mateusz Wnuk, Dominik Ślęzak , Tensor-based Approach to Big Data Processing and Machine Learning, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN

2020

• Andrzej Janusz , Guohua Hao, Daniel Kaluza, Tony Li, Robert Wojciechowski, Dominik Ślęzak , Predicting Escalations in Customer Support: Analysis of Data Mining Challenge Results, 2020 IEEE International Conference on Big Data, Atlanta, the United States of America, 10 December 2020 - 13 December 2020. See in PBN
• Mateusz Wnuk, Sebastian Stawicki, Dominik Ślęzak , Reinventing Infobright's Concept of Rough Calculations on Granulated Tables for the Purpose of Accelerating Modern Data Processing Frameworks, 2020 IEEE International Conference on Big Data, Atlanta, the United States of America, 10 December 2020 - 13 December 2020. See in PBN

2019

• Andrzej Janusz , Daniel Kałuża , Agnieszka Chadzynska-Krasowska, Bartek Konarski, Joel Holland, Dominik Ślęzak , IEEE BigData 2019 Cup: Suspicious Network Event Recognition, 2019 IEEE International Conference on Big Data, Los Angeles, the United States of America, 9 December 2019 - 12 December 2019. See in PBN

2018

• Wojciech Chaber, Joanna Fedorowicz, Łukasz Miłobędzki, Tomasz Penza, Jadwiga Sosnowska, Łukasz Sosnowski, Iwona Szymusik, Karol Zaleski, Dominik Ślęzak , Similarity-based Detection of Fertile Days at OvuFriend, 2018 IEEE International Conference on Big Data, Seattle, the United States of America, 10 December 2018 - 13 December 2018. See in PBN
• Piotr Biczyk, Łukasz Grad, Andrzej Janusz , Mateusz Przyborowski, Tomasz Tajmajer, Dominik Ślęzak , Toward Machine Learning on Granulated Data – a Case of Compact Autoencoder-based Representations of Satellite Images, 2018 IEEE International Conference on Big Data, Seattle, the United States of America, 10 December 2018 - 13 December 2018. See in PBN

2017

• Marek Grzegorowski, Andrzej Janusz , Marcin Szczuka, Dominik Ślęzak , On the role of feature space granulation in feature selection processes, 2017 IEEE International Conference on Big Data (Big Data), Boston, the United States of America, 11 December 2017 - 14 December 2017. See in PBN