| Selected publications |
|---|
| 1 | Article 2024
|
| 2 | Article 2024
Remigiusz Szczepanowski, Izabella Uchmanowicz, Aleksandra H Pasieczna-Dixit, Janusz Sobecki, Radosław Katarzyniak, Grzegorz Kołaczek, Wojciech Lorkiewicz, Maja K Kędras, Anant Dixit, Jan Biegus, Marta Wleklik, Loreena Hill, Tiny Jaarsma, Amir Hussain, Mario Barbagallo, Nicola Veronese, Francesco C Morabito, Aleksander Kahsin, | Application of machine learning in predicting frailty syndrome in patients with heart failure. Advances in Clinical and Experimental Medicine. 2024, vol. 33, nr 3, s. 309-315. ISSN: 1899-5276; 2451-2680 | | Resources:DOIURLSFX |     |
|
| 3 | Article 2023
Aleksandra H Pasieczna-Dixit, Remigiusz Szczepanowski, Janusz Sobecki, Radosław Katarzyniak, Izabella Uchmanowicz, Aleksander Kahsin, Anant Dixit, | Importance analysis of psychosociological variables in frailty syndrome in heart failure patients using machine learning approach. Scientific Reports. 2023, vol. 13, art. 7782, s. 1-12. ISSN: 2045-2322 | | Resources:DOISFX | |
|
| 4 | Proceeding paper 2022
Marcin Żurawski, Grzegorz Popek, Radosław Katarzyniak, | Applying categories with prototypes to incomplete observations in artificial cognitive agents. W: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES 2022 / eds. Matteo Cristani [i in.]. Amsterdam : Elsevier, cop. 2022. s. 4132-4141. | | Resources:DOISFX | |
|
| 5 | Proceeding paper 2022
Wojciech Lorkiewicz, Mariusz Mulka, Radosław Katarzyniak, | An approach to determination of representative set of exemplars for basic-level category mapping in cognitive agents. W: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES 2022 / eds. Matteo Cristani [i in.]. Amsterdam : Elsevier, cop. 2022. s. 4237-4247. | | Resources:DOISFX | |
|
| 6 | Proceeding paper 2020
Radosław Katarzyniak, Grzegorz Popek, Marcin Żurawski, | Extracting categories with prototypes in artificial cognitive agents. W: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES 2020 / eds. M. Cristani, C. Toro, C. Zanni-Merk, R. J. Howlett and L. C. Jain. Amsterdam : Elsevier, cop. 2020. s. 3283-3292. | | Resources:DOISFX | |
|
| 7 | Proceeding paper 2020
Radosław Katarzyniak, | Aggregation of feature assessments expressed with numerical grades and linguistic values - using interval-based representation of meaning. W: Proceedings of the 35th International Business Information Management Association Conference (IBIMA) : 1-2 April 2020, Seville, Spain / ed. Khalid S. Soliman. [King of Prussia, PA] : International Business Information Management Association, cop. 2020. s. 16047-16056. ISBN: 978-0-9998551-4-0 |
|
| 8 | Proceeding paper 2020
Mariusz Mulka, Wojciech Lorkiewicz, Radosław Katarzyniak, | Extraction of basic-level categories using dendrogram and multidendrogram. W: Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. Vol. 1 / Eds. Yong Liu [i in.]. Cham : Springer, cop. 2020. s. 235-243. ISBN: 978-3-030-32455-1; 978-3-030-32456-8 | | Resources:URLSFX | |
|
| 9 | Proceeding paper 2019
Grzegorz Popek, Radosław Katarzyniak, | Typology of fundamental document provision schemas in document management systems revisited. W: Proceedings of the 34th International Business Information Management Association Conference (IBIMA) : 13-14 November 2019, Madrid, Spain / ed. Khalid S. Soliman. [King of Prussia, PA] : International Business Information Management Association, cop. 2019. s. 12430-12434. ISBN: 978-0-9998551-3-3 |
|
| 10 | Proceeding paper 2019
Wojciech Lorkiewicz, Radosław Katarzyniak, | Context-based extraction of linguistic data summaries. W: Proceedings of the 34th International Business Information Management Association Conference (IBIMA) : 13-14 November 2019, Madrid, Spain / ed. Khalid S. Soliman. [King of Prussia, PA] : International Business Information Management Association, cop. 2019. s. 12232-12246. ISBN: 978-0-9998551-3-3 |
|