Papers / Publikacje

Research publications (2006–2026), monographs, and conference proceedings in rough sets, granular computing, machine learning, and robotics.

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Wyświetlanie 125 publikacji

2026

#125 2026
Bouhddi, G., Rapp, E., Artiemjew, P., Berset, I. P., Lerang, F., Hoff, D. A. L., Bækkevold, E. S., Lundin, K. E. A., Jahnsen, F. L., & Domanska, D. (2026). Machine learning predicts relapse after anti-TNF withdrawal in ulcerative colitis using rectal biopsy transcriptomics. medRxiv. https://doi.org/10.64898/2026.10.05.26364793
DOI →
@article{artiemjew2026_125,
  author    = {Bouhddi, G. and Rapp, E. and Artiemjew, P. and Berset, I. P. and Lerang, F. and Hoff, D. A. L. and Be{}kkevold, E. S. and Lundin, K. E. A. and Jahnsen, F. L. and Domanska, D.},
  title     = {{Machine learning predicts relapse after anti-TNF withdrawal in ulcerative colitis using rectal biopsy transcriptomics}},
  year      = {2026},
  journal   = {medRxiv},
  doi       = {10.64898/2026.10.05.26364793},
  url       = {https://doi.org/10.64898/2026.10.05.26364793},
  note      = {Publication #125}
}
#124 2026
Renigier-Biłozor, M., Artiemjew, P., Zysk, E., Górska-Koplińska, K.: Intelligent Decision-Support Systems for Conflict-Resilient Property Tax Transformation: IntegratingAI, Valuation Data and Social Readiness; The new era of real estate modeling From AI to Intelligence - Towards Resilient and Transparent Property Systems; FIG Commision 9 Workshop, Regusa 2026
@article{artiemjew2026_124,
  author    = {Renigier-Biłozor, M., Artiemjew, P., Zysk, E., Górska-Koplińska, K.},
  title     = {{Intelligent Decision-Support Systems for Conflict-Resilient Property Tax Transformation: IntegratingAI, Valuation Data and Social Readiness; The new era of real estate modeling From AI to Intelligence - Towards Resilient and Transparent Property Systems; FIG Commision 9 Workshop, Regusa 2026}},
  year      = {2026},
  note      = {Publication #124}
}
#123 2026
Renigier-Biłozor, M., Artiemjew, P., Jurewicz, J.: Large language model-driven semantic clustering and zero-shot segmentation with structured query language-embedded learning from examples module 2 rules for analysing tax reform acceptance, Engineering Applications of Artificial Intelligence, Volume 182, Part 2, 2026, 115897, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2026.115897.
DOI →
@article{artiemjew2026_123,
  author    = {Renigier-Biłozor, M., Artiemjew, P., Jurewicz, J.},
  title     = {{Large language model-driven semantic clustering and zero-shot segmentation with structured query language-embedded learning from examples module 2 rules for analysing tax reform acceptance, Engineering Applications of Artificial Intelligence, Volume 182, Part 2, 2026, 115897, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2026.115897}},
  year      = {2026},
  doi       = {10.1016/j.engappai.2026.115897},
  url       = {https://doi.org/10.1016/j.engappai.2026.115897},
  note      = {Publication #123}
}
#122 2026
Samojluk, A. & Artiemjew, P.(2026). On the Dual Nature of Sinusoidal Rough Inclusion Classifiers: From Structural Immunity to Parametric Optimization. In M. Valenta, B. Mannová, R. Pergl, A. Przybylek, M. Lang, H. Linger, C. Schneider, N. Iivari, & E. Insfran (Eds.), Making ISD Sustainable: Reloaded with AI and Automation (ISD2026 Proceedings). Prague, Czech Republic: Czech Technical University in Prague. ISBN: 978-80-01-07585-2. https://doi.org/10.62036/ISD.2026.84
DOI →
@article{artiemjew2026_122,
  author    = {Samojluk, A. & Artiemjew, P.(2026). On the Dual Nature of Sinusoidal Rough Inclusion Classifiers},
  title     = {{From Structural Immunity to Parametric Optimization}},
  year      = {2026},
  journal   = {M. Valenta, B. Mannová, R. Pergl, A. Przybylek, M. Lang, H. Linger, C. Schneider, N. Iivari, & E. Insfran (Eds.), Making},
  doi       = {10.62036/ISD.2026.84},
  url       = {https://doi.org/10.62036/ISD.2026.84},
  note      = {Publication #122}
}
#121 2026
Artiemjew, P., Szypulski, J.: A Cyclic Sleep-Wake Training Scheme for Feedforward Neural Networks, In: Proceedings of Artificial Intelligence and Soft Computing - 25th International Conference, ICAISC 2026, Lecture Notes in Computer Science, Springer 2026
@article{artiemjew2026_121,
  author    = {Artiemjew, P., Szypulski, J.},
  title     = {{A Cyclic Sleep-Wake Training Scheme for Feedforward Neural Networks}},
  year      = {2026},
  journal   = {Proceedings of Artificial Intelligence and Soft Computing - 25th International Conference, ICAISC 2026, Lecture Notes in},
  note      = {Publication #121}
}
#120 2026
Artiemjew, P., Renigier-Biłozor, M.: Binary-Adapted Feature Selection for Predicting Taxpayer Acceptance Levels, In: Proceedings of Artificial Intelligence and Soft Computing - 25th International Conference, ICAISC 2026, Lecture Notes in Computer Science, Springer 2026
@article{artiemjew2026_120,
  author    = {Artiemjew, P., Renigier-Biłozor, M.},
  title     = {{Binary-Adapted Feature Selection for Predicting Taxpayer Acceptance Levels}},
  year      = {2026},
  journal   = {Proceedings of Artificial Intelligence and Soft Computing - 25th International Conference, ICAISC 2026, Lecture Notes in},
  note      = {Publication #120}
}
#119 2026
Artiemjew, P.: Outlier-Resilient Feature Extraction Using Robust Statistics and Rank Aggregation: In:Proceedings of Intelligent Decision Technologies - Proceedings of the 18th KES-IDT 2026 Conference. Smart Innovation, Systems and Technologies, Springer 2026
@article{artiemjew2026_119,
  author    = {Artiemjew, P.},
  title     = {{Outlier-Resilient Feature Extraction Using Robust Statistics and Rank Aggregation: In:Proceedings of Intelligent Decision Technologies - Proceedings of the 18th KES-IDT 2026 Conference}},
  year      = {2026},
  journal   = {Smart Innovation, Systems and Technologies, Springer 2026},
  note      = {Publication #119}
}
#118 2026
Artiemjew, P.: Granula: A Flexible Human-AI Collaborative Platform for Automated and Manual Decision Modeling, In Book of Abstracts IJCRS 2026
@article{artiemjew2026_118,
  author    = {Artiemjew, P.},
  title     = {{Granula: A Flexible Human-AI Collaborative Platform for Automated and Manual Decision Modeling}},
  year      = {2026},
  journal   = {Book of Abstracts IJCRS 2026},
  note      = {Publication #118}
}
#117 2026
Artiemjew, P. and Samojluk, A. (2026). Dynamic Weighting with Sinusoidal Modulation for Rough Inclusion Classifiers. In Proceedings of the 18th International Conference on Agents and Artificial Intelligence - Volume 3, ISBN 978-989-758-796-2, ISSN 2184-433X, pages 2267-2272.
@article{artiemjew2026_117,
  author    = {Artiemjew, P},
  title     = {{and Samojluk, A. (2026). Dynamic Weighting with Sinusoidal Modulation for Rough Inclusion Classifiers}},
  year      = {2026},
  journal   = {Proceedings of the 18th International Conference on Agents and Artificial Intelligence - Volume 3, ISBN 978-989-758-796-},
  note      = {Publication #117}
}
#116 2026
Perfilieva, I., Novák, V., & Artiemjew, P. (2026). Feedforward neural networks as universal approximators. In A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural networks: New perspectives and applications (1st ed.). Routledge. https://doi.org/10.1201/9781003515302-7
DOI →
@article{artiemjew2026_116,
  author    = {Perfilieva, I., Novák, V., & Artiemjew, P},
  title     = {{(2026). Feedforward neural networks as universal approximators}},
  year      = {2026},
  journal   = {A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural ne},
  doi       = {10.1201/9781003515302-7},
  url       = {https://doi.org/10.1201/9781003515302-7},
  note      = {Publication #116}
}
#115 2026
Artiemjew, P. (2026). Comparative analysis of hypercomplex and real-valued CNNs for melanoma detection: A study on batch sizes. In A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural networks: New perspectives and applications (1st ed.). Routledge. https://doi.org/10.1201/9781003515302-6
DOI →
@article{artiemjew2026_115,
  author    = {Artiemjew, P. (2026). Comparative analysis of hypercomplex and real-valued CNNs for melanoma detection},
  title     = {{A study on batch sizes}},
  year      = {2026},
  journal   = {A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural ne},
  doi       = {10.1201/9781003515302-6},
  url       = {https://doi.org/10.1201/9781003515302-6},
  note      = {Publication #115}
}
#114 2026
Perfilieva, I., Novák, V., & Artiemjew, P. (2026). Fuzzy modeling methods in processing of long time series. In A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural networks: New perspectives and applications (1st ed.). Routledge. https://doi.org/10.1201/9781003515302-8
DOI →
@article{artiemjew2026_114,
  author    = {Perfilieva, I., Novák, V., & Artiemjew, P},
  title     = {{(2026). Fuzzy modeling methods in processing of long time series}},
  year      = {2026},
  journal   = {A. Niemczynowicz, I. Perfilieva, L. M. García-Raffi, & R. Kycia (Eds.), Complex, hypercomplex and fuzzy-valued neural ne},
  doi       = {10.1201/9781003515302-8},
  url       = {https://doi.org/10.1201/9781003515302-8},
  note      = {Publication #114}
}

2025

#113 2025
M. Dąbkowski, D. Wawrzuta, E. Żarłok, A. Jankowski, L. Polkowski, A. Skowron, P. Artiemjew: A proposed reference model for the deployment of an integrated AI system in a large oncology center under the EU AI ACT and MDR part I: strategic & operational framework, In: Technical Sciences, vol. 28, pp. 309–337, UWM Publisher, Olsztyn (2025), ISSN 1505-4675, DOI: https://doi.org/10.31648/ts.12176
DOI →
@article{artiemjew2025_113,
  author    = {M. Dąbkowski, D. Wawrzuta, E. Żarłok, A. Jankowski, L. Polkowski, A. Skowron,
	P. Artiemjew},
  title     = {{A proposed reference model for the deployment of an integrated
	AI system in a large oncology center under the EU AI ACT and MDR part I: strategic & operational framework}},
  year      = {2025},
  journal   = {Technical Sciences, vol. 28, pp. 309–337, UWM Publisher, Olsztyn (2025), ISSN 1505-4675, DOI: https://doi.org/10.31648/t},
  doi       = {10.31648/ts.12176},
  url       = {https://doi.org/10.31648/ts.12176},
  note      = {Publication #113}
}
#112 2025
Artiemjew, P.; Krzykowska-Piotrowska, K. and Piotrowski, M. (2025). Behavior Detection of Quadruped Companion Robots Using CNN: Towards Closer Human-Robot Cooperation. In Proceedings of the 20th International Conference on Software Technologies, ISBN 978-989-758-757-3, ISSN 2184-2833, pages 281-287.
@article{artiemjew2025_112,
  author    = {Artiemjew, P.; Krzykowska-Piotrowska, K. and Piotrowski, M. (2025). Behavior Detection of Quadruped Companion Robots Using CNN},
  title     = {{Towards Closer Human-Robot Cooperation}},
  year      = {2025},
  journal   = {Proceedings of the 20th International Conference on Software Technologies, ISBN 978-989-758-757-3, ISSN 2184-2833, pages},
  note      = {Publication #112}
}
#111 2025
Artiemjew, P., Bąk, B., Wilk, J., Wilde, J., Siuda, M. (2025). Narzędzie do analizy danych uzyskanych z odczytów czujników półprzewodnikowych. In (ed.), Naukowa Konferencja Pszczelarska pt. Nauka podstawowym filarem rozwoju pszczelarstwa 2025, Materiały z Konferencji, Olsztyn 5 kwietnia 2025 (pp. 23).
@article{artiemjew2025_111,
  author    = {Artiemjew, P., Bąk, B., Wilk, J., Wilde, J., Siuda, M},
  title     = {{(2025). Narzędzie do analizy danych uzyskanych z odczytów czujników półprzewodnikowych}},
  year      = {2025},
  journal   = {(ed.), Naukowa Konferencja Pszczelarska pt. Nauka podstawowym filarem rozwoju pszczelarstwa 2025, Materiały z Konferencj},
  note      = {Publication #111}
}
#110 2025
I. Perfilieva and P. Artiemjew, "Fuzzy Transform and Extreme Learning Machine for Solving Volterra Integral Equation," 2025 IEEE International Conference on Fuzzy Systems (FUZZ), Reims, France, 2025, pp. 1-6, doi: 10.1109/FUZZ62266.2025.11152284
@article{artiemjew2025_110,
  author    = {Artiemjew, Piotr},
  title     = {{I. Perfilieva and P. Artiemjew, "Fuzzy Transform and Extreme Learning Machine for Solving Volterra Integral Equation," 2025 IEEE International Conference on Fuzzy Systems (FUZZ), Reims, France, 2025, pp. 1-6, doi: 10.1109/FUZZ62266.2025.11152284}},
  year      = {2025},
  note      = {Publication #110}
}
#109 2025
Szpakowska, A., Artiemjew, P., Cybowski, W.: From Rough Mereology to Robust Navigation: Expanding Mobile Robot Strategies with Diverse Maps and Enhanced Goal-Targeting Mechanisms -International Journal of Applied Mathematics and Computer Science, 2025, Vol. 35, No. 1
@article{artiemjew2025_109,
  author    = {Szpakowska, A., Artiemjew, P., Cybowski, W.},
  title     = {{From Rough Mereology to Robust Navigation: Expanding Mobile Robot Strategies with Diverse Maps and Enhanced Goal-Targeting Mechanisms -International Journal of Applied Mathematics and Computer Science,  2025, Vol}},
  year      = {2025},
  journal   = {35, No. 1},
  note      = {Publication #109}
}
#108 2025
Samojluk A, Artiemjew P. Prototype System for Supporting Medical Diagnosis Based on Voice Interviewing. Applied Sciences. 2025; 15(1):440. https://doi.org/10.3390/app15010440
DOI →
@article{artiemjew2025_108,
  author    = {Artiemjew, Piotr},
  title     = {{Samojluk A, Artiemjew P. Prototype System for Supporting Medical Diagnosis Based on Voice Interviewing. Applied Sciences. 2025; 15(1):440. https://doi.org/10.3390/app15010440}},
  year      = {2025},
  doi       = {10.3390/app15010440},
  url       = {https://doi.org/10.3390/app15010440},
  note      = {Publication #108}
}
#107 2025
Perfilieva, I., Madrid, N., Ojeda-Aciego, M., Artiemjew, P., Niemczynowicz, A.: A critical analysis of the theoretical framework of the Extreme Learning Machine, Neurocomputing, 2025, 129298, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2024.129298
DOI →
@article{artiemjew2025_107,
  author    = {Perfilieva, I., Madrid, N., Ojeda-Aciego, M., Artiemjew, P., Niemczynowicz, A.},
  title     = {{A critical analysis of the theoretical framework of the Extreme Learning Machine, Neurocomputing, 2025, 129298, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2024.129298}},
  year      = {2025},
  doi       = {10.1016/j.neucom.2024.129298},
  url       = {https://doi.org/10.1016/j.neucom.2024.129298},
  note      = {Publication #107}
}

2024

#106 2024
Perfilieva, I., Madrid, N., Ojeda-Aciego, M., Artiemjew, P., Niemczynowicz, A.: A Critical Analysis of the Theoretical Framework of the Extreme Learning Machine, arXiv, 2024, https://arxiv.org/abs/2406.17427
@article{artiemjew2024_106,
  author    = {Perfilieva, I., Madrid, N., Ojeda-Aciego, M., Artiemjew, P., Niemczynowicz, A.},
  title     = {{A Critical Analysis of the Theoretical Framework of the Extreme Learning Machine, arXiv, 2024, https://arxiv.org/abs/2406.17427}},
  year      = {2024},
  note      = {Publication #106}
}
#105 2024
Weiss, A, Młyński, M, Artiemjew, P.: On the evaluation of classification quality - the robustness of the AUC of Balance Accuracy Curve (BAC) to anomalies in the classification process, Procedia Computer Science, Volume 246, 2024, Pages 121-127, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2024.09.234.
DOI →
@article{artiemjew2024_105,
  author    = {Weiss, A, Młyński, M, Artiemjew, P.},
  title     = {{On the evaluation of classification quality - the robustness of the AUC of Balance Accuracy Curve (BAC) to anomalies in the classification process, Procedia Computer Science, Volume 246, 2024, Pages 121-127, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2024.09.234}},
  year      = {2024},
  doi       = {10.1016/j.procs.2024.09.234},
  url       = {https://doi.org/10.1016/j.procs.2024.09.234},
  note      = {Publication #105}
}
#104 2024
Szpakowska, A., Artiemjew, P.: Three-Dimensional Path Planning: Navigating through Rough Mereology, https://doi.org/10.48550/arXiv.2405.09282
DOI →
@article{artiemjew2024_104,
  author    = {Szpakowska, A., Artiemjew, P.},
  title     = {{Three-Dimensional Path Planning: Navigating through Rough Mereology, https://doi.org/10.48550/arXiv.2405.09282}},
  year      = {2024},
  doi       = {10.48550/arXiv.2405.09282},
  url       = {https://doi.org/10.48550/arXiv.2405.09282},
  note      = {Publication #104}
}
#103 2024
Perfilieva, I., Artiemjew, P., Niemczynowicz, A. (2025). Randomness Versus Backpropagation in Machine Learning. In: Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (eds) Artificial Intelligence and Soft Computing. ICAISC 2024. Lecture Notes in Computer Science(), vol 15164. Springer, Cham. https://doi.org/10.1007/978-3-031-84353-2_19
DOI →
@article{artiemjew2024_103,
  author    = {Perfilieva, I., Artiemjew, P., Niemczynowicz, A},
  title     = {{(2025). Randomness Versus Backpropagation in Machine Learning}},
  year      = {2024},
  journal   = {Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (eds) Artificial Intelligence a},
  doi       = {10.1007/978-3-031-84353-2_19},
  url       = {https://doi.org/10.1007/978-3-031-84353-2_19},
  note      = {Publication #103}
}
#102 2024
Malinowski, J.; Artiemjew, P. and Cybowski, W. (2024). Prototyping Educational and Scientific Devices with a Custom Python Library for Lego Robot Inventor 5in1 Mindstorms Kit: A Leap Motion Integration Case Study. In Proceedings of the 16th International Conference on Computer Supported Education - Volume 1, ISBN 978-989-758-697-2, ISSN 2184-5026, pages 542-549.
@article{artiemjew2024_102,
  author    = {Malinowski, J.; Artiemjew, P. and Cybowski, W. (2024). Prototyping Educational and Scientific Devices with a Custom Python Library for Lego Robot Inventor 5in1 Mindstorms Kit},
  title     = {{A Leap Motion Integration Case Study}},
  year      = {2024},
  journal   = {Proceedings of the 16th International Conference on Computer Supported Education - Volume 1, ISBN 978-989-758-697-2, ISS},
  note      = {Publication #102}
}
#101 2024
Perfilieva, I, Madrid, N., Ojeda-Aciego, M, Artiemjew, P. and Niemczynowicz, A. :Extreme Learning Machine as a New Learning Paradigm: Pros and Cons: European Symposium on Computational Intelligence and Mathematics, Paper will be included in the Special Issue of ESCIM 2024, published by Springer in its Series: Studies in Computational Intelligence
@article{artiemjew2024_101,
  author    = {Artiemjew, Piotr},
  title     = {{Perfilieva, I, Madrid, N., Ojeda-Aciego, M, Artiemjew, P. and Niemczynowicz, A. :Extreme Learning Machine as a New Learning Paradigm: Pros and Cons: European Symposium on Computational Intelligence and Mathematics, Paper will be included in the Special Issue of ESCIM 2024, published by Springer in its Series: Studies in Computational Intelligence}},
  year      = {2024},
  note      = {Publication #101}
}
#100 2024
Artiemjew, P.; Cybulski, R.; Emamian, M.; Grzybowski, A.; Jankowski, A.; Lanca, C.; Mehravaran, S.; Młyński, M.; Morawski, C.; Nordhausen, K.; Parssinen, O. and Ropiak, K. (2024). Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-680-4; ISSN 2184-433X, SciTePress, pages 1092-1099. DOI: 10.5220/0012435500003636
@article{artiemjew2024_100,
  author    = {Artiemjew, P.; Cybulski, R.; Emamian, M.; Grzybowski, A.; Jankowski, A.; Lanca, C.; Mehravaran, S.; Młyński, M.; Morawski, C.; Nordhausen, K.; Parssinen, O. and Ropiak, K. (2024). Predicting Children's Myopia Risk},
  title     = {{A Monte Carlo Approach to Compare the Performance of Machine Learning Models}},
  year      = {2024},
  journal   = {Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-},
  note      = {Publication #100}
}

2023

#99 2023
Bąk, B.; Wilk, J.; Artiemjew, P.; Siuda, M.; Wilde, J. The Identification of Bee Comb Cell Contents Using Semiconductor Gas Sensors. Sensors 2023, 23, 9811. https://doi.org/10.3390/s23249811
DOI →
@article{artiemjew2023_99,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B.; Wilk, J.; Artiemjew, P.; Siuda, M.; Wilde, J. The Identification of Bee Comb Cell Contents Using Semiconductor Gas Sensors. Sensors 2023, 23, 9811. https://doi.org/10.3390/s23249811}},
  year      = {2023},
  doi       = {10.3390/s23249811},
  url       = {https://doi.org/10.3390/s23249811},
  note      = {Publication #99}
}
#98 2023
R. Cybulski and P. Artiemjew, "Data Streaming in Concept-Dependent Granulation," 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 2023, pp. 6033-6039, doi: 10.1109/BigData59044.2023.10386395
@article{artiemjew2023_98,
  author    = {Artiemjew, Piotr},
  title     = {{R. Cybulski and P. Artiemjew, "Data Streaming in Concept-Dependent Granulation," 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 2023, pp. 6033-6039, doi: 10.1109/BigData59044.2023.10386395}},
  year      = {2023},
  note      = {Publication #98}
}
#97 2023
Szpakowska, A., Artiemjew, P., Cybowski, W. (2023). Navigational Strategies for Mobile Robots Using Rough Mereological Potential Fields and Weighted Distance to Goal. In: Campagner, A., Urs Lenz, O., Xia, S., Ślęzak, D., Wąs, J., Yao, J. (eds) Rough Sets. IJCRS 2023. Lecture Notes in Computer Science(), vol 14481. Springer, Cham. https://doi.org/10.1007/978-3-031-50959-9_38
DOI →
@article{artiemjew2023_97,
  author    = {Szpakowska, A., Artiemjew, P., Cybowski, W},
  title     = {{(2023). Navigational Strategies for Mobile Robots Using Rough Mereological Potential Fields and Weighted Distance to Goal}},
  year      = {2023},
  journal   = {Campagner, A., Urs Lenz, O., Xia, S., Ślęzak, D., Wąs, J., Yao, J. (eds) Rough Sets. IJCRS 2023. Lecture Notes in Comput},
  doi       = {10.1007/978-3-031-50959-9_38},
  url       = {https://doi.org/10.1007/978-3-031-50959-9_38},
  note      = {Publication #97}
}
#96 2023
Niemczynowicz, A., Kycia, R. A., Jaworski, M., Siemaszko, A., Calabuig, J. M., Garcia-Raffi, L. M., Schneider, B., Berseghyan, D., Perfiljeva, I., Novak, V., Artiemjew, P.: Selected aspects of complex, hypercomplex and fuzzy neural networks, https://doi.org/10.48550/arXiv.2301.00007
DOI →
@article{artiemjew2023_96,
  author    = {Artiemjew, Piotr},
  title     = {{Niemczynowicz, A., Kycia, R. A., Jaworski, M., Siemaszko, A., Calabuig, J. M., Garcia-Raffi, L. M., Schneider, B., Berseghyan, D., Perfiljeva, I., Novak, V., Artiemjew, P.: Selected aspects of complex, hypercomplex and fuzzy neural networks, https://doi.org/10.48550/arXiv.2301.00007}},
  year      = {2023},
  doi       = {10.48550/arXiv.2301.00007},
  url       = {https://doi.org/10.48550/arXiv.2301.00007},
  note      = {Publication #96}
}

2022

#95 2022
Szkoła, J., Artiemjew, P., Bąk, B., Wilk, J., & Wilde, J. (2022). Sekwencyjne sieci neuronowe w analizie danych uzyskanych z pomiarów przeprowadzonych za pomocą elektronicznego nosa opartego na półprzewodnikowych czujnikach gazu w pasiece ze zgnilcem amerykańskim. In (ed.), 59 Naukowa Konferencja Pszczelarska, Materiały z Konferencji online, Puławy 8-9 marca 2022 (pp. 53-54).
@article{artiemjew2022_95,
  author    = {Szkoła, J., Artiemjew, P., Bąk, B., Wilk, J., & Wilde, J},
  title     = {{(2022). Sekwencyjne sieci neuronowe w analizie danych uzyskanych z pomiarów przeprowadzonych za pomocą elektronicznego nosa opartego na półprzewodnikowych czujnikach gazu w pasiece ze zgnilcem amerykańskim}},
  year      = {2022},
  journal   = {(ed.), 59 Naukowa Konferencja Pszczelarska, Materiały z Konferencji online, Puławy 8-9 marca 2022 (pp. 53-54)},
  note      = {Publication #95}
}
#94 2022
Bąk, B., Wilk, J., Artiemjew, P., & Wilde, J. (2022). Wykrywanie zawartości komórek plastra pszczelego za pomocą elektronicznego nosa bazującego na czujnikach półprzewodnikowych gazów. In (ed.), 59 Naukowa Konferencja Pszczelarska, Materiały z Konferencji online, Puławy 8-9 marca 2022 (pp. 16-17)
@article{artiemjew2022_94,
  author    = {Bąk, B., Wilk, J., Artiemjew, P., & Wilde, J},
  title     = {{(2022). Wykrywanie zawartości komórek plastra pszczelego za pomocą elektronicznego nosa bazującego na czujnikach półprzewodnikowych gazów}},
  year      = {2022},
  journal   = {(ed.), 59 Naukowa Konferencja Pszczelarska, Materiały z Konferencji online, Puławy 8-9 marca 2022 (pp. 16-17)},
  note      = {Publication #94}
}
#93 2022
Cybulski, R., Artiemjew, P. "Accelerating concept-dependent granulation technique using data decomposition," 2022 IEEE International Conference on Big Data (Big Data), pp. 6177 -- 6183, IEEE Catalog Number: CFP22BGD-ART, ISBN: 978-1-6654-8045-1
@article{artiemjew2022_93,
  author    = {Artiemjew, Piotr},
  title     = {{Cybulski, R., Artiemjew, P. "Accelerating concept-dependent granulation technique using data decomposition," 2022 IEEE International Conference on Big Data (Big Data), pp. 6177 -- 6183, IEEE Catalog Number: CFP22BGD-ART, ISBN: 978-1-6654-8045-1}},
  year      = {2022},
  note      = {Publication #93}
}
#92 2022
Kruk, M., Goździejewska, A.M. & Artiemjew, P. Predicting the effects of winter water warming in artificial lakes on zooplankton and its environment using combined machine learning models. Sci Rep 12, 16145 (2022). https://doi.org/10.1038/s41598-022-20604-x
DOI →
@article{artiemjew2022_92,
  author    = {Artiemjew, Piotr},
  title     = {{Kruk, M., Goździejewska, A.M. & Artiemjew, P. Predicting the effects of winter water warming in artificial lakes on zooplankton and its environment using combined machine learning models. Sci Rep 12, 16145 (2022). https://doi.org/10.1038/s41598-022-20604-x}},
  year      = {2022},
  doi       = {10.1038/s41598-022-20604-x},
  url       = {https://doi.org/10.1038/s41598-022-20604-x},
  note      = {Publication #92}
}
#91 2022
Weiss, A., Młyński, M., & Artiemjew, P. (2022). About Classifiers Quality Assessment: Balanced Accuracy Curve (BAC) as an alternative for ROC and PR Curve. In M. Ganzha, L. Maciaszek, M. Paprzycki, & D. Ślęzak (Eds.), Proceedings of the 17th Conference on Computer Science and Intelligence Systems (Vol. 30, pp. 149-156). IEEE. https://doi.org/10.15439/2022F262
DOI →
@article{artiemjew2022_91,
  author    = {Weiss, A., Młyński, M., & Artiemjew, P. (2022). About Classifiers Quality Assessment},
  title     = {{Balanced Accuracy Curve (BAC) as an alternative for ROC and PR Curve}},
  year      = {2022},
  journal   = {M. Ganzha, L. Maciaszek, M. Paprzycki, & D. Ślęzak (Eds.), Proceedings of the 17th Conference on Computer Science and In},
  doi       = {10.15439/2022F262},
  url       = {https://doi.org/10.15439/2022F262},
  note      = {Publication #91}
}
#90 2022
Cybulski, R., & Artiemjew, P. (2022). Application of Random Sampling in the Concept-Dependent Granulation Method. In M. Ganzha, L. Maciaszek, M. Paprzycki, & D. Ślęzak (Eds.), Position Papers of the 17th Conference on Computer Science and Intelligence Systems (Vol. 31, pp. 3-11). PTI. https://doi.org/10.15439/2022F264
DOI →
@article{artiemjew2022_90,
  author    = {Cybulski, R., & Artiemjew, P},
  title     = {{(2022). Application of Random Sampling in the Concept-Dependent Granulation Method}},
  year      = {2022},
  journal   = {M. Ganzha, L. Maciaszek, M. Paprzycki, & D. Ślęzak (Eds.), Position Papers of the 17th Conference on Computer Science an},
  doi       = {10.15439/2022F264},
  url       = {https://doi.org/10.15439/2022F264},
  note      = {Publication #90}
}
#89 2022
Artiemjew, P.: (2022). Rough Inclusion Based Toy Decision Systems Generator For Presenting Data Mining Algorithms. Proceedings of the 3rd Polish Conference on Artificial Intelligence, April 25-27, 2022, Gdynia, Poland, 168-171.
@article{artiemjew2022_89,
  author    = {Artiemjew, P.},
  title     = {{(2022)}},
  year      = {2022},
  journal   = {Rough Inclusion Based Toy Decision Systems Generator For Presenting Data Mining Algorithms. Proceedings of the 3rd Polis},
  note      = {Publication #89}
}
#88 2022
Szkoła, J. and Artiemjew, P. (2022). Application of Sequential Neural Networks to Predict the Approximation Degree of Decision-making Systems. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, ISBN 978-989-758-547-0, pages 984-989. DOI: 10.5220/0010992300003116
@article{artiemjew2022_88,
  author    = {Szkoła, J},
  title     = {{and Artiemjew, P. (2022). Application of Sequential Neural Networks to Predict the Approximation Degree of Decision-making Systems}},
  year      = {2022},
  journal   = {Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, ISBN 978-989-},
  note      = {Publication #88}
}
#87 2022
Artiemjew, P. and Tadeja, S. (2022). Using ConvNet for Classification Task in Parallel Coordinates Visualization of Topologically Arranged Attribute Values. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, ISBN 978-989-758-547-0, pages 167-171. DOI: 10.5220/0010793700003116
@article{artiemjew2022_87,
  author    = {Artiemjew, P},
  title     = {{and Tadeja, S. (2022). Using ConvNet for Classification Task in Parallel Coordinates Visualization of Topologically Arranged Attribute Values}},
  year      = {2022},
  journal   = {Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, ISBN 978-989-},
  note      = {Publication #87}
}
#86 2022
Bąk, B.; Szkoła, J.; Wilk, J.; Artiemjew, P.; Wilde, J. In-Field Detection of American Foulbrood (AFB) by Electric Nose Using Classical Classification Techniques and Sequential Neural Networks. Sensors 2022, 22, 1148. https://doi.org/10.3390/s22031148
DOI →
@article{artiemjew2022_86,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B.; Szkoła, J.; Wilk, J.; Artiemjew, P.; Wilde, J. In-Field Detection of American Foulbrood (AFB) by Electric Nose Using Classical Classification Techniques and Sequential Neural Networks. Sensors 2022, 22, 1148. https://doi.org/10.3390/s22031148}},
  year      = {2022},
  doi       = {10.3390/s22031148},
  url       = {https://doi.org/10.3390/s22031148},
  note      = {Publication #86}
}

2021

#85 2021
Kruk, M., Artiemjew, P., Paturej, E..: The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters, Ecological Informatics, 2021, 101462, ISSN 1574-9541, Elsevier, (DOI: 10.1016/j.ecoinf.2021.101462)
@article{artiemjew2021_85,
  author    = {Kruk, M., Artiemjew, P., Paturej, E..},
  title     = {{The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters, Ecological Informatics, 2021, 101462, ISSN 1574-9541, Elsevier, (DOI: 10.1016/j.ecoinf.2021.101462)}},
  year      = {2021},
  note      = {Publication #85}
}
#84 2021
Artiemjew, P., Ropiak, K.: 'A Novel Ensemble Model - The Random Granular Reflections', Fundamenta Informaticae, 1 Jan. 2021, vol. 179, no. 2, pp. 183-203, 2021(DOI: 10.3233/FI-2021-2020)
@article{artiemjew2021_84,
  author    = {Artiemjew, P., Ropiak, K.},
  title     = {{'A Novel Ensemble Model - The Random Granular Reflections', Fundamenta Informaticae, 1 Jan}},
  year      = {2021},
  journal   = {2021, vol. 179, no. 2, pp. 183-203, 2021(DOI: 10.3233/FI-2021-2020)},
  note      = {Publication #84}
}
#83 2021
Bąk, B.; Wilk, J.; Artiemjew, P.; Wilde, J. Recording the Presence of Peanibacillus larvae larvae Colonies on MYPGP Substrates Using a Multi-Sensor Array Based on Solid-State Gas Sensors. Sensors 2021, 21, 4917. https://doi.org/10.3390/s21144917
DOI →
@article{artiemjew2021_83,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B.; Wilk, J.; Artiemjew, P.; Wilde, J. Recording the Presence of Peanibacillus larvae larvae Colonies on MYPGP Substrates Using a Multi-Sensor Array Based on Solid-State Gas Sensors. Sensors 2021, 21, 4917. https://doi.org/10.3390/s21144917}},
  year      = {2021},
  doi       = {10.3390/s21144917},
  url       = {https://doi.org/10.3390/s21144917},
  note      = {Publication #83}
}
#82 2021
Nitkiewicz, S.; Barański, R.; Galewski, M.; Zajączkiewicz, H.; Kukwa, A.; Zając, A.; Ejdys, S.; Artiemjew, P. Requirements for Supporting Diagnostic Equipment of Respiration Process in Humans. Sensors 2021, 21, 3479. https://doi.org/10.3390/s21103479
DOI →
@article{artiemjew2021_82,
  author    = {Artiemjew, Piotr},
  title     = {{Nitkiewicz, S.; Barański, R.; Galewski, M.; Zajączkiewicz, H.; Kukwa, A.; Zając, A.; Ejdys, S.; Artiemjew, P. Requirements for Supporting Diagnostic Equipment of Respiration Process in Humans. Sensors 2021, 21, 3479. https://doi.org/10.3390/s21103479}},
  year      = {2021},
  doi       = {10.3390/s21103479},
  url       = {https://doi.org/10.3390/s21103479},
  note      = {Publication #82}
}
#81 2021
Wilk, J., Bąk, B., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Strojenie urządzeń opartych o półprzewodnikowe czujniki lotnych związków organicznych poprzez właściwy dobór klasyfikatorów prowadzi do zwiększenia skuteczności rozróżniania obiektów w pszczelarstwie : 58 Naukowa Konferencja Pszczelarska, 9-10 marca 2021, Puławy, sesja plenarna, abstrakt, s.. 39-40, (2021)
@article{artiemjew2021_81,
  author    = {Artiemjew, Piotr},
  title     = {{Wilk, J., Bąk, B., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Strojenie urządzeń opartych o półprzewodnikowe czujniki lotnych związków organicznych poprzez właściwy dobór klasyfikatorów prowadzi do zwiększenia skuteczności rozróżniania obiektów w pszczelarstwie : 58 Naukowa Konferencja Pszczelarska, 9-10 marca 2021, Puławy, sesja plenarna, abstrakt, s.. 39-40,  (2021)}},
  year      = {2021},
  note      = {Publication #81}
}
#80 2021
Niemczynowicz, A., Artiemjew, P. and Nieżurawska-Zając, J.: Supervised Machine Learning Paradigms Approach for Predicting the Work Loyalty of Generation Z: Comparative Analysis - 37th International Business Information Management Association Conference: 30-31 May 2021, Cordoba, Spain, ISBN: 978-0-9998551-6-4, U.S.A. Library of Congress: ISSN: 2767-9640 (2021)
@article{artiemjew2021_80,
  author    = {Niemczynowicz, A., Artiemjew, P. and Nieżurawska-Zając, J.},
  title     = {{Supervised Machine Learning Paradigms Approach for Predicting the Work Loyalty of Generation Z: Comparative Analysis - 37th International Business Information Management Association Conference: 30-31 May 2021, Cordoba, Spain, ISBN: 978-0-9998551-6-4, U.S.A}},
  year      = {2021},
  journal   = {Library of Congress: ISSN: 2767-9640 (2021)},
  note      = {Publication #80}
}
#79 2021
Bąk, B., Wilk, J., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Diagnozowanie zgnilca amerykańskiego za pomocą elektronicznego nosa opartego na półprzewodnikowych czujnikach gazów: 58 Naukowa Konferencja Pszczelarska, 9-10 marca 2021, Puławy, sesja plenarna, abstrakt, s. 38-39, (2021)
@article{artiemjew2021_79,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B., Wilk, J., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Diagnozowanie zgnilca amerykańskiego za pomocą elektronicznego nosa opartego na półprzewodnikowych czujnikach gazów: 58 Naukowa Konferencja Pszczelarska, 9-10 marca 2021, Puławy, sesja plenarna, abstrakt, s. 38-39, (2021)}},
  year      = {2021},
  note      = {Publication #79}
}

2020

#78 2020
Wilk, J.T.; Bąk, B.; Artiemjew, P.; Wilde, J.; Siuda, M. Classifying the Biological Status of Honeybee Workers Using Gas Sensors. Sensors 2021, 21, 166.
@article{artiemjew2020_78,
  author    = {Artiemjew, Piotr},
  title     = {{Wilk, J.T.; Bąk, B.; Artiemjew, P.; Wilde, J.; Siuda, M. Classifying the Biological Status of Honeybee Workers Using Gas Sensors. Sensors 2021, 21, 166}},
  year      = {2020},
  note      = {Publication #78}
}
#77 2020
Artiemjew, P.; Chojka, A.; Rapiński, J. Deep Learning for RFI Artifact Recognition in Sentinel-1 Data. Remote Sens. 2021, 13, 7.
@article{artiemjew2020_77,
  author    = {Artiemjew, Piotr},
  title     = {{Artiemjew, P.; Chojka, A.; Rapiński, J. Deep Learning for RFI Artifact Recognition in Sentinel-1 Data. Remote Sens. 2021, 13, 7}},
  year      = {2020},
  note      = {Publication #77}
}
#76 2020
Artiemjew, P.; Rudikova, L.; Myslivets, O. About Rule-Based Systems: Single Database Queries for Decision Making. Future Internet 2020, 12, 212.
@article{artiemjew2020_76,
  author    = {Artiemjew, P.; Rudikova, L.; Myslivets, O. About Rule-Based Systems},
  title     = {{Single Database Queries for Decision Making}},
  year      = {2020},
  journal   = {Future Internet 2020, 12, 212},
  note      = {Publication #76}
}
#75 2020
Ropiak K., Artiemjew P. (2020) Random Forests and Homogeneous Granulation. In: Lopata A., Butkiene R., Gudoniene D., Sukacke V. (eds) Information and Software Technologies. ICIST 2020. Communications in Computer and Information Science, vol 1283. Springer, Cham. https://doi.org/10.1007/978-3-030-59506-7_16 (2020)
DOI →
@article{artiemjew2020_75,
  author    = {Ropiak K., Artiemjew P},
  title     = {{(2020) Random Forests and Homogeneous Granulation}},
  year      = {2020},
  journal   = {Lopata A., Butkiene R., Gudoniene D., Sukacke V. (eds) Information and Software Technologies. ICIST 2020. Communications},
  doi       = {10.1007/978-3-030-59506-7_16},
  url       = {https://doi.org/10.1007/978-3-030-59506-7_16},
  note      = {Publication #75}
}
#74 2020
Bąk, B.; Wilk, J.; Artiemjew, P.; Wilde, J.; Siuda, M. Diagnosis of Varroosis Based on Bee Brood Samples Testing with Use of Semiconductor Gas Sensors. Sensors 2020, 20, 4014.
@article{artiemjew2020_74,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B.; Wilk, J.; Artiemjew, P.; Wilde, J.; Siuda, M. Diagnosis of Varroosis Based on Bee Brood Samples Testing with Use of Semiconductor Gas Sensors. Sensors 2020, 20, 4014}},
  year      = {2020},
  note      = {Publication #74}
}
#73 2020
Kruk, M., Paturej, E., Artiemjew, P.: From explanatory to predictive network modeling of relationships among ecological indicators in the shallow temperate lagoon, Ecological Indicators, vol. 117, issn = 1470-160X, https://doi.org/10.1016/j.ecolind.2020.106637 (2020)
DOI →
@article{artiemjew2020_73,
  author    = {Kruk, M., Paturej, E., Artiemjew, P.},
  title     = {{From explanatory to predictive network modeling of relationships among ecological indicators in the shallow temperate lagoon, Ecological Indicators, vol}},
  year      = {2020},
  journal   = {117, issn = 1470-160X, https://doi.org/10.1016/j.ecolind.2020.106637 (2020)},
  doi       = {10.1016/j.ecolind.2020.106637},
  url       = {https://doi.org/10.1016/j.ecolind.2020.106637},
  note      = {Publication #73}
}
#72 2020
Chojka, A.; Artiemjew, P.; Rapiński, J. RFI Artefacts Detection in Sentinel-1 Level-1 SLC Data Based On Image Processing Techniques. Sensors 2020, 20, 2919
@article{artiemjew2020_72,
  author    = {Artiemjew, Piotr},
  title     = {{Chojka, A.; Artiemjew, P.; Rapiński, J. RFI Artefacts Detection in Sentinel-1 Level-1 SLC Data Based On Image Processing Techniques. Sensors 2020, 20, 2919}},
  year      = {2020},
  note      = {Publication #72}
}
#71 2020
Artiemjew, P.; Kislak-Malinowska, A. Indiscernibility Mask Key for Image Steganography. Computers 2020, 9, 38.
@article{artiemjew2020_71,
  author    = {Artiemjew, Piotr},
  title     = {{Artiemjew, P.; Kislak-Malinowska, A. Indiscernibility Mask Key for Image Steganography. Computers 2020, 9, 38}},
  year      = {2020},
  note      = {Publication #71}
}
#70 2020
Artiemjew, P. About Granular Rough Computing-Overview of Decision System Approximation Techniques and Future Perspectives. Algorithms 2020, 13, 79.
@article{artiemjew2020_70,
  author    = {Artiemjew, Piotr},
  title     = {{Artiemjew, P. About Granular Rough Computing-Overview of Decision System Approximation Techniques and Future Perspectives. Algorithms 2020, 13, 79}},
  year      = {2020},
  note      = {Publication #70}
}
#69 2020
Ropiak, K.; Artiemjew, P. On a Hybridization of Deep Learning and Rough Set Based Granular Computing. Algorithms 2020, 13, 63.
@article{artiemjew2020_69,
  author    = {Artiemjew, Piotr},
  title     = {{Ropiak, K.; Artiemjew, P. On a Hybridization of Deep Learning and Rough Set Based Granular Computing. Algorithms 2020, 13, 63}},
  year      = {2020},
  note      = {Publication #69}
}
#68 2020
Wilk, J., Bąk, B., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska,: Zastosowanie klasycznych metod klasyfikacyjnych dla rozróżniania elementów składowych gniazda pszczelego przy użyciu półprzewodnikowych czujników gazów, koło pszczelarzy w Nakle śląskim, Konferencja w Cieszynie - program 10-12.03.2020, poster
@article{artiemjew2020_68,
  author    = {Artiemjew, Piotr},
  title     = {{Wilk, J., Bąk, B., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska,: Zastosowanie klasycznych metod klasyfikacyjnych dla rozróżniania elementów składowych gniazda pszczelego przy użyciu półprzewodnikowych czujników gazów, koło pszczelarzy w Nakle śląskim, Konferencja w Cieszynie - program 10-12.03.2020, poster}},
  year      = {2020},
  note      = {Publication #68}
}
#67 2020
Bąk, B., Wilk, J., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Diagnozowanie warrozy na podstawie badania próbek czerwiu pszczelego za pomocą półprzewodnikowych czujników gazów, koło pszczelarzy w Nakle śląskim, Konferencja w Cieszynie, 10-12.03.2020, sesja plenarna, abstrakt
@article{artiemjew2020_67,
  author    = {Artiemjew, Piotr},
  title     = {{Bąk, B., Wilk, J., Artiemjew, P., Wilde, J., Siuda, M., Szczurek, A., Maciejewska, M: Diagnozowanie warrozy na podstawie badania próbek czerwiu pszczelego za pomocą półprzewodnikowych czujników gazów, koło pszczelarzy w Nakle śląskim, Konferencja w Cieszynie, 10-12.03.2020, sesja plenarna, abstrakt}},
  year      = {2020},
  note      = {Publication #67}
}
#66 2020
Artiemjew, P.; Ropiak, K.K. On Granular Rough Computing: Handling Missing Values by Means of Homogeneous Granulation. Computers 2020, 9, 13.
@article{artiemjew2020_66,
  author    = {Artiemjew, P.; Ropiak, K.K. On Granular Rough Computing},
  title     = {{Handling Missing Values by Means of Homogeneous Granulation}},
  year      = {2020},
  journal   = {Computers 2020, 9, 13},
  note      = {Publication #66}
}

2019

#65 2019
Krzysztof Ropiak, Lech Polkowski, Piotr Artiemjew: Proceedings of the 28th International Workshop on Concurrency, Specification and Programming CS&P 2019, Olsztyn, Poland, September 24-26, 2019, Proceedings, CEUR Vol-2571, ISSN 1613-0073, http://ceur-ws.org/Vol-2571/
@article{artiemjew2019_65,
  author    = {Krzysztof Ropiak, Lech Polkowski, Piotr Artiemjew},
  title     = {{Proceedings of the 28th International Workshop on Concurrency, Specification and Programming CS&P 2019, Olsztyn, Poland, September 24-26, 2019, Proceedings, CEUR Vol-2571, ISSN 1613-0073, http://ceur-ws.org/Vol-2571/}},
  year      = {2019},
  note      = {Publication #65}
}
#64 2019
Artiemjew, P, Idzikowski, P.: Building an Ensemble of Naive Bayes Classifiers using committee of bootstraps and monte carlo splits for a various percentage of random objects from training set,CS&P'19: Concurrency, Specification and Programming 2019, CEUR Vol-2571, ISSN 1613-0073
@article{artiemjew2019_64,
  author    = {Artiemjew, P, Idzikowski, P.},
  title     = {{Building an Ensemble of Naive Bayes Classifiers using committee of bootstraps and monte carlo splits for a various percentage of random objects from training set,CS&P'19: Concurrency, Specification and Programming 2019, CEUR Vol-2571, ISSN 1613-0073}},
  year      = {2019},
  note      = {Publication #64}
}
#63 2019
Artiemjew, P: Zastosowanie wybranych technik obliczeń granularnych w procesach odkrywania wiedzy z danych, II Światowe Forum Nauki Polskiej poza Granicami Kraju, abstract in conference proceedigns, Pułtusk 2019
@article{artiemjew2019_63,
  author    = {Artiemjew, P},
  title     = {{Zastosowanie wybranych technik obliczeń granularnych w procesach odkrywania wiedzy z danych, II Światowe Forum Nauki Polskiej poza Granicami Kraju, abstract in conference proceedigns, Pułtusk 2019}},
  year      = {2019},
  note      = {Publication #63}
}
#62 2019
Kao-Yi Shen, Michinori Nakata, Artiemjew, P.: A Short Survey of Blockchain-Based Applications in the Fields of Business and Finance, iCIMKC2019 The 15th International Conference on Innovation, Management and Knowledge Community, 2019
@article{artiemjew2019_62,
  author    = {Kao-Yi Shen, Michinori Nakata, Artiemjew, P.},
  title     = {{A Short Survey of Blockchain-Based Applications in the Fields of Business and Finance, iCIMKC2019 The 15th International Conference on Innovation, Management and Knowledge Community, 2019}},
  year      = {2019},
  note      = {Publication #62}
}
#61 2019
Artiemjew P., Ropiak K. (2019) Missing Values Absorption Based on Homogenous Granulation. In: Damasevicius R., Vasiljeviene G. (eds) Information and Software Technologies. ICIST 2019. Communications in Computer and Information Science, vol 1078. Springer
@article{artiemjew2019_61,
  author    = {Artiemjew P., Ropiak K},
  title     = {{(2019) Missing Values Absorption Based on Homogenous Granulation}},
  year      = {2019},
  journal   = {Damasevicius R., Vasiljeviene G. (eds) Information and Software Technologies. ICIST 2019. Communications in Computer and},
  note      = {Publication #61}
}
#60 2019
Artiemjew P., Kislak-Malinowska A. (2019) Using r-indiscernibility Relations to Hide the Presence of Information for the Least Significant Bit Steganography Technique. In: Damasevicius R., Vasiljeviene G. (eds) Information and Software Technologies. ICIST 2019. Communications in Computer and Information Science, vol 1078. Springer
@article{artiemjew2019_60,
  author    = {Artiemjew P., Kislak-Malinowska A},
  title     = {{(2019) Using r-indiscernibility Relations to Hide the Presence of Information for the Least Significant Bit Steganography Technique}},
  year      = {2019},
  journal   = {Damasevicius R., Vasiljeviene G. (eds) Information and Software Technologies. ICIST 2019. Communications in Computer and},
  note      = {Publication #60}
}
#59 2019
Ropiak, K.; Artiemjew, P. Homogenous Granulation and Its Epsilon Variant. Computers 2019, 8, 36.
@article{artiemjew2019_59,
  author    = {Artiemjew, Piotr},
  title     = {{Ropiak, K.; Artiemjew, P. Homogenous Granulation and Its Epsilon Variant. Computers 2019, 8, 36}},
  year      = {2019},
  note      = {Publication #59}
}
#58 2019
Artiemjew, P., Ropiak, K.: Robot localization in the magnetic unstable environment, 5th Workshop on Collaboration of Humans, Agents, Robots, Machines and Sensors (CHARMS 2019), The Third IEEE International Conference on Robotic Computing (IRC 2019), Naples, Italy
@article{artiemjew2019_58,
  author    = {Artiemjew, P., Ropiak, K.},
  title     = {{Robot localization in the magnetic unstable environment, 5th Workshop on Collaboration of Humans, Agents, Robots, Machines and Sensors (CHARMS 2019), The Third IEEE International Conference on Robotic Computing (IRC 2019), Naples, Italy}},
  year      = {2019},
  note      = {Publication #58}
}

2018

#57 2018
Żmudzinski, Ł., Polkowski, L., Artiemjew, P.: Controlling robot formations by means of spatial reasoning based on rough mereology, Advances in Robotics Research, Vol. 2, No. 3 (2018) 219-236
@article{artiemjew2018_57,
  author    = {Żmudzinski, Ł., Polkowski, L., Artiemjew, P.},
  title     = {{Controlling robot formations by means of spatial reasoning based on rough mereology, Advances in Robotics Research, Vol}},
  year      = {2018},
  journal   = {2, No. 3 (2018) 219-236},
  note      = {Publication #57}
}
#56 2018
Artiemjew, P.,Ropiak, K.: A Novel Ensemble Model - The Random Granular Reflections. CS&P08, Berlin 2018
@article{artiemjew2018_56,
  author    = {Artiemjew, P.,Ropiak, K.},
  title     = {{A Novel Ensemble Model - The Random Granular Reflections}},
  year      = {2018},
  journal   = {CS&P08, Berlin 2018},
  note      = {Publication #56}
}
#55 2018
Ropiak, K., Artiemjew, P.: A Study in Granular Computing: Homogenous Granulation. ICIST 2018, Communications in Computer and Information Science 920, Springer, Vilnius, Lithuania, pp. 336-346 (2018)
@article{artiemjew2018_55,
  author    = {Ropiak, K., Artiemjew, P.},
  title     = {{A Study in Granular Computing: Homogenous Granulation}},
  year      = {2018},
  journal   = {ICIST 2018, Communications in Computer and Information Science 920, Springer, Vilnius, Lithuania, pp. 336-346 (2018)},
  note      = {Publication #55}
}
#54 2018
Ropiak, K., Artiemjew, P.: On Granular Rough Computing: Epsilon Homogenous Granulation. IJCSR 2018, Lecture Notes in Computer Science 11103, Springer, Quy Nhon, Vietnam, pp. 546-558 (2018)
@article{artiemjew2018_54,
  author    = {Ropiak, K., Artiemjew, P.},
  title     = {{On Granular Rough Computing: Epsilon Homogenous Granulation}},
  year      = {2018},
  journal   = {IJCSR 2018, Lecture Notes in Computer Science 11103, Springer, Quy Nhon, Vietnam, pp. 546-558 (2018)},
  note      = {Publication #54}
}
#53 2018
Artiemjew P.: Boosting effect for classifier based on simple granules of knowledge. In: Information Technology And Control (ITC) vol. 47(2), pp. 184-196 (2018)
@article{artiemjew2018_53,
  author    = {Artiemjew P.},
  title     = {{Boosting effect for classifier based on simple granules of knowledge}},
  year      = {2018},
  journal   = {Information Technology And Control (ITC) vol. 47(2), pp. 184-196 (2018)},
  note      = {Publication #53}
}
#52 2018
Polkowski, L., Zmudzinski, L., Artiemjew, P.: Robot Navigation and Path Planning by Means of Rough Mereology. IRC 2018, IEEE Computer Society, Laguna Hills, CA: 363-368 (2018)
@article{artiemjew2018_52,
  author    = {Polkowski, L., Zmudzinski, L., Artiemjew, P.},
  title     = {{Robot Navigation and Path Planning by Means of Rough Mereology}},
  year      = {2018},
  journal   = {IRC 2018, IEEE Computer Society, Laguna Hills, CA: 363-368 (2018)},
  note      = {Publication #52}
}

2017

#51 2017
Artiemjew P.: Obliczenia granularne stosowane do aproksymacji decyzji: zastosowania idei aproksymacji wywodzacych sie z teorii mereologii przyblizonej. Plenary talk at Congressio mathematica 2017, Rzeszów (2017)
@article{artiemjew2017_51,
  author    = {Artiemjew P.},
  title     = {{Obliczenia granularne stosowane do aproksymacji decyzji: zastosowania idei aproksymacji wywodzacych sie z teorii mereologii przyblizonej}},
  year      = {2017},
  journal   = {Plenary talk at Congressio mathematica 2017, Rzeszów (2017)},
  note      = {Publication #51}
}
#50 2017
Artiemjew P.: Ensemble of classifiers based on simple granules of knowledge. In: Damasevicius R. (eds) Information and Software Technologies. ICIST 2017. Communications in Computer and Information Science, vol 756. Springer, pp. 343-350 (2017)
@article{artiemjew2017_50,
  author    = {Artiemjew P.},
  title     = {{Ensemble of classifiers based on simple granules of knowledge}},
  year      = {2017},
  journal   = {Damasevicius R. (eds) Information and Software Technologies. ICIST 2017. Communications in Computer and Information Scie},
  note      = {Publication #50}
}
#49 2017
Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko: Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10313, Springer 2017, ISBN 978-3-319-60836-5
@article{artiemjew2017_49,
  author    = {Artiemjew, Piotr},
  title     = {{Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko:
	Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10313, Springer 2017, ISBN 978-3-319-60836-5}},
  year      = {2017},
  note      = {Publication #49}
}
#48 2017
Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko: Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10314, Springer 2017, ISBN 978-3-319-60839-6
@article{artiemjew2017_48,
  author    = {Artiemjew, Piotr},
  title     = {{Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko:
	Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10314, Springer 2017, ISBN 978-3-319-60839-6}},
  year      = {2017},
  note      = {Publication #48}
}
#47 2017
Żmudziński, Ł., Artiemjew, P.: Path planning based on potential fields from rough mereology, In: Proceedings of International Joint Conference on Rough Sets, IJCRS'17, Olsztyn, Poland, Lecture Notes in Computer Science (LNCS), vol. 10304: pp. 158-168. Springer, Heidelberg (2017)
@article{artiemjew2017_47,
  author    = {Żmudziński, Ł., Artiemjew, P.},
  title     = {{Path planning based on potential fields from rough mereology}},
  year      = {2017},
  journal   = {Proceedings of International Joint Conference on Rough Sets, IJCRS'17, Olsztyn, Poland, Lecture Notes in Computer Scienc},
  note      = {Publication #47}
}
#46 2017
Artiemjew, P., Nowak, B., Polkowski, L., Górecki, P.: The Boosting and Bootstrap Ensembles for the Pair Classifier Based on the Dual Indiscernibility Matrix, Chapter in: Thriving Rough Sets - 10th Anniversary - Honoring Professor Zdzisław Pawlak's Life and Legacy & 35 years of Rough Sets, Studies in Computational Intelligence, vol. 708 pp. 425-439, (Springer 2017)
@article{artiemjew2017_46,
  author    = {Artiemjew, P., Nowak, B., Polkowski, L., Górecki, P.},
  title     = {{The Boosting and Bootstrap Ensembles for the Pair Classifier Based on the Dual Indiscernibility Matrix, Chapter}},
  year      = {2017},
  journal   = {Thriving Rough Sets - 10th Anniversary - Honoring Professor Zdzisław Pawlak's Life and Legacy & 35 years of Rough Sets, },
  note      = {Publication #46}
}

2016

#45 2016
Artiemjew, P., Polkowski, L.: Granular rough computing selected methods for data size reduction, In: Online abstracts of 3rd International Conference on Big Data Analysis & Data Mining September 26-27, 2016 London, UK, 10.4172/2324-9307.C1.006, https://www.scitechnol.com/conference-abstracts-files/2324-9307.C1.006_007.pdf
@article{artiemjew2016_45,
  author    = {Artiemjew, P., Polkowski, L.},
  title     = {{Granular rough computing selected methods for data size reduction}},
  year      = {2016},
  journal   = {Online abstracts of 3rd International Conference on Big Data Analysis & Data Mining
	September 26-27, 2016 London, UK, 1},
  note      = {Publication #45}
}
#44 2016
Artiemjew, P.: Problemy filozoficzne sztucznej inteligencji, IX Festiwal Filozofii "Filozofia i technika", Olsztyn, 2016
@article{artiemjew2016_44,
  author    = {Artiemjew, P.},
  title     = {{Problemy filozoficzne sztucznej inteligencji, IX Festiwal Filozofii "Filozofia i technika", Olsztyn, 2016}},
  year      = {2016},
  note      = {Publication #44}
}
#43 2016
Artiemjew, P., Polkowski, L., Nowak, B., Gorecki, P.: The Boosting and Bootstrap Ensembles for the Pair Classifier Based on the Dual Indiscernibility Matrix, In: Booklet of abstracts of International Joint Conference on Rough Sets, IJCRS'16, Santiago, Chile (2016) (extended abstract)
@article{artiemjew2016_43,
  author    = {Artiemjew, P., Polkowski, L., Nowak, B., Gorecki, P.},
  title     = {{The Boosting and Bootstrap Ensembles for the Pair Classifier Based on the Dual Indiscernibility Matrix}},
  year      = {2016},
  journal   = {Booklet of abstracts of International Joint Conference on Rough Sets, IJCRS'16, Santiago, Chile (2016) (extended abstrac},
  note      = {Publication #43}
}
#42 2016
Artiemjew, P., Nowak, B., A., Polkowski, L., T.: A New Classifier Based on the Dual Indiscernibility Matrix. In: Dregvaite G., Damasevicius R. (eds) Information and Software Technologies. ICIST 2016. Communications in Computer and Information Science, vol 639. Springer (2016)
@article{artiemjew2016_42,
  author    = {Artiemjew, P., Nowak, B., A., Polkowski, L., T.},
  title     = {{A New Classifier Based on the Dual Indiscernibility Matrix}},
  year      = {2016},
  journal   = {Dregvaite G., Damasevicius R. (eds) Information and Software Technologies. ICIST 2016. Communications in Computer and In},
  note      = {Publication #42}
}
#41 2016
Artiemjew, P. and Szypulski, J.: On Granular Rough Computing: Covering by Joint and Disjoint Granules in Epsilon Concept Dependent Granulation, KES International - IDT16, INTELLIGENT DECISION TECHNOLOGIES - Spain (2016)
@article{artiemjew2016_41,
  author    = {Artiemjew, P. and Szypulski, J.},
  title     = {{On Granular Rough Computing: Covering by Joint and Disjoint Granules in Epsilon Concept Dependent Granulation, KES International - IDT16, INTELLIGENT DECISION TECHNOLOGIES - Spain (2016)}},
  year      = {2016},
  note      = {Publication #41}
}
#40 2016
Żmudziński, Ł., Augustyniak, A., Artiemjew, P.: Control of Mindstorms NXT robot using Xtion Pro camera skeletal tracking, In: Technical Sciences, vol. 19(1), pp. 71-81, Olsztyn, UWM Publisher (2016)
@article{artiemjew2016_40,
  author    = {Żmudziński, Ł., Augustyniak, A., Artiemjew, P.},
  title     = {{Control of Mindstorms NXT robot using Xtion Pro camera skeletal tracking}},
  year      = {2016},
  journal   = {Technical Sciences, vol. 19(1), pp. 71-81, Olsztyn, UWM Publisher (2016)},
  note      = {Publication #40}
}

2015

#39 2015
P. Artiemjew: The Boosting and Bootstrap Ensemble for classiers based on weak rough inclusions, In: Proceedings of International Joint Conference on Rough Sets, IJCRS'15, pp. 267-277, Tianjin, China, Lecture Notes in Computer Science (LNCS), Springer, Heidelberg (2015)
@article{artiemjew2015_39,
  author    = {P. Artiemjew},
  title     = {{The Boosting and Bootstrap Ensemble for classiers based on weak rough inclusions}},
  year      = {2015},
  journal   = {Proceedings of International Joint Conference on Rough Sets, IJCRS'15, pp. 267-277, Tianjin, China, Lecture Notes in Com},
  note      = {Publication #39}
}
#38 2015
J. Szypulski, P. Artiemjew: The Rough Granular Approach to Classifier Synthesis by Means of SVM, In: Proceedings of International Joint Conference on Rough Sets, IJCRS'15, pp. 256-263, Tianjin, China, Lecture Notes in Computer Science (LNCS), Springer, Heidelberg (2015)
@article{artiemjew2015_38,
  author    = {J. Szypulski, P. Artiemjew},
  title     = {{The Rough Granular Approach to Classifier Synthesis by Means of SVM}},
  year      = {2015},
  journal   = {Proceedings of International Joint Conference on Rough Sets, IJCRS'15, pp. 256-263, Tianjin, China, Lecture Notes in Com},
  note      = {Publication #38}
}
#37 2015
L. Polkowski, P. Artiemjew: Granular Computing in Decision Approximation, An Application of Rough Mereology, In: Series: Intelligent Systems Reference Library, Vol. 77, 452 pages, Springer (2015)
handbook
@article{artiemjew2015_37,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Granular Computing in Decision Approximation, An Application of Rough Mereology}},
  year      = {2015},
  journal   = {Series: Intelligent Systems Reference Library, Vol. 77, 452 pages, Springer (2015)},
  note      = {Publication #37}
}
#36 2015
P. Artiemjew: The localization of Mindstorms NXT in the magnetic unstable environment based on histogram filtering, In: Proceedings of 7th International Conference on Agents and Artificial Intelligence, ICAART'15, pp. 341-348, Lisbon, Portugal, (2015)
@article{artiemjew2015_36,
  author    = {P. Artiemjew},
  title     = {{The localization of Mindstorms NXT in the magnetic unstable environment based on histogram filtering}},
  year      = {2015},
  journal   = {Proceedings of 7th International Conference on Agents and Artificial Intelligence, ICAART'15, pp. 341-348, Lisbon, Portu},
  note      = {Publication #36}
}

2014

#35 2014
P. Artiemjew, P. Górecki: Visual Dictionary Pruning using Mutual Information and Information Gain, In: L. Rutkowski et al. (Eds.): International Conference on Artificial Intelligence and Soft Computing, ICAISC'14, Zakopane, Lecture Notes in Computer Science (LNCS), vol. 8468, pp. 3-14, Springer International Publishing (2014)
@article{artiemjew2014_35,
  author    = {P. Artiemjew, P. Górecki},
  title     = {{Visual Dictionary Pruning using Mutual Information and Information Gain}},
  year      = {2014},
  journal   = {L. Rutkowski et al. (Eds.): International Conference on Artificial Intelligence and Soft Computing, ICAISC'14, Zakopane},
  note      = {Publication #35}
}
#34 2014
P. Artiemjew: Rough Mereology Classifier vs Simple DNA Microarray Gene Extraction Methods, In: International Journal on Data Mining, Modelling and Management Special Issue: Pattern Recognition, Vol. 6, No. 2, pp.110-126 (2014)
@article{artiemjew2014_34,
  author    = {P. Artiemjew},
  title     = {{Rough Mereology Classifier vs Simple DNA Microarray Gene Extraction Methods}},
  year      = {2014},
  journal   = {International Journal on Data Mining, Modelling and Management Special Issue: Pattern Recognition, Vol. 6, No. 2, pp.110},
  note      = {Publication #34}
}

2013

#33 2013
P. Artiemjew: Wybrane Paradygmaty Sztucznej Inteligencji - monografia, Wydawnictwa Polsko-Japońskiej Wyższej Szkoły Technik Komputerowych, Warszawa (2013)
handbook
@article{artiemjew2013_33,
  author    = {P. Artiemjew},
  title     = {{Wybrane Paradygmaty Sztucznej Inteligencji - monografia, Wydawnictwa Polsko-Japońskiej Wyższej Szkoły Technik Komputerowych, Warszawa (2013)}},
  year      = {2013},
  note      = {Publication #33}
}
#32 2013
P. Artiemjew: A Review of the Knowledge Granulation Methods: Discrete vs Continuous Algorithms, book chapter in: Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, Skowron, A., Suraj, Z. (Eds), Intelligent Systems Reference Library (ISRL) vol. 43, pp. 41-59, Springer-Verlag, Berlin Heidelberg (2013)
@article{artiemjew2013_32,
  author    = {P. Artiemjew},
  title     = {{A Review of the Knowledge Granulation Methods: Discrete vs Continuous Algorithms, book chapter}},
  year      = {2013},
  journal   = {Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, Skowron, A., Suraj, Z. (Eds), Intelligent Sy},
  note      = {Publication #32}
}
#31 2013
P. Górecki, P. Artiemjew, P. Drozda, K. Sopyla: Visual Words Selection based on Class Separation Measures, in Proceedings ICCI*CC'13. 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, IEEE Computer Society, New York city (2013)
@article{artiemjew2013_31,
  author    = {P. Górecki, P. Artiemjew, P. Drozda, K. Sopyla},
  title     = {{Visual Words Selection based on Class Separation Measures, in Proceedings ICCI*CC'13}},
  year      = {2013},
  journal   = {12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, IEEE Computer Society, New York cit},
  note      = {Publication #31}
}
#30 2013
P. Drozda, K.Sopyla, P. Górecki, P. Artiemjew: Visual Words Sequence Alignment for Image Classification, in Proceedings ICCI*CC'13. 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, IEEE Computer Society, New York city (2013)
@article{artiemjew2013_30,
  author    = {P. Drozda, K.Sopyla, P. Górecki, P. Artiemjew},
  title     = {{Visual Words Sequence Alignment for Image Classification, in Proceedings ICCI*CC'13}},
  year      = {2013},
  journal   = {12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, IEEE Computer Society, New York cit},
  note      = {Publication #30}
}

2012

#29 2012
P. Czerpak, P. Artiemjew: Job Scheduling Algorithm Based on Multi Criteria Optimization, In: Studies & Proceedings of Polish Association for Knowledge Management, pp. 44 - 54, ISSN 1732-324X (2012)
@article{artiemjew2012_29,
  author    = {P. Czerpak, P. Artiemjew},
  title     = {{Job Scheduling Algorithm Based on Multi Criteria Optimization}},
  year      = {2012},
  journal   = {Studies & Proceedings of Polish Association for Knowledge Management, pp. 44 - 54, ISSN 1732-324X (2012)},
  note      = {Publication #29}
}
#28 2012
P. Artiemjew: Review of the Extraction Methods of DNA Microarray Features Based on Central Decision Class Separation vs Rough Set Classifier, In: Foundations of Computing and Decision Sciences, vol. 37(4), pp. 241-254 (2012)
@article{artiemjew2012_28,
  author    = {P. Artiemjew},
  title     = {{Review of the Extraction Methods of DNA Microarray Features Based on Central Decision Class Separation vs Rough Set Classifier}},
  year      = {2012},
  journal   = {Foundations of Computing and Decision Sciences, vol. 37(4), pp. 241-254 (2012)},
  note      = {Publication #28}
}
#27 2012
P. Artiemjew, P. Górecki, K. Sopyła: Categorization of Similar Objects Using Bag of Visual Words and k - Nearest Neighbour Classifier, In: Technical Sciences, vol. 15(2), pp. 293-305, UWM Publisher, Olsztyn (2012)
@article{artiemjew2012_27,
  author    = {P. Artiemjew, P. Górecki, K. Sopyła},
  title     = {{Categorization of Similar Objects Using Bag of Visual Words and k - Nearest Neighbour Classifier}},
  year      = {2012},
  journal   = {Technical Sciences, vol. 15(2), pp. 293-305, UWM Publisher, Olsztyn (2012)},
  note      = {Publication #27}
}
#26 2012
P. Artiemjew: Granular Covering Selection Methods Dependent on the Granule Size, In: Proceedings of 7th International Conference on Rough Sets and Knowledge Technology, RSKT'12 (JRS'12), Chengdu, China, Lecture Notes in Computer Science (LNCS), vol. 7414, pp. 336-341. Springer, Heidelberg (2012)
@article{artiemjew2012_26,
  author    = {P. Artiemjew},
  title     = {{Granular Covering Selection Methods Dependent on the Granule Size}},
  year      = {2012},
  journal   = {Proceedings of 7th International Conference on Rough Sets and Knowledge Technology, RSKT'12 (JRS'12), Chengdu, China, Le},
  note      = {Publication #26}
}
#25 2012
P. Artiemjew: Rough Granular Computing as a Tool for Approximation of Decision Systems, Poster presentation at INRIA Visual Recognition and Machine Learning Summer School, Grenoble, France, (2012)
@article{artiemjew2012_25,
  author    = {P. Artiemjew},
  title     = {{Rough Granular Computing as a Tool for Approximation of Decision Systems, Poster presentation at INRIA Visual Recognition and Machine Learning Summer School, Grenoble, France, (2012)}},
  year      = {2012},
  note      = {Publication #25}
}
#24 2012
P. Górecki, P. Artiemjew, P. Drozda, K. Sopyła: Categorization of Similar Objects Using Bag of Visual Words and Support Vector Machines, In: Proceedings of 4th International Conference on Agents and Artificial Intelligence, ICAART'12, pp. 231-236, Vilamoura, Algarve, Portugal, (2012)
@article{artiemjew2012_24,
  author    = {P. Górecki, P. Artiemjew, P. Drozda, K. Sopyła},
  title     = {{Categorization of Similar Objects Using Bag of Visual Words and Support Vector Machines}},
  year      = {2012},
  journal   = {Proceedings of 4th International Conference on Agents and Artificial Intelligence, ICAART'12, pp. 231-236, Vilamoura, Al},
  note      = {Publication #24}
}

2011

#23 2011
P. Artiemjew: The Extraction Method of DNA Microarray Features Based on Experimental A Statistics, In: Proceedings of 6th International Conference on Rough Sets and Knowledge Technology, RSKT'11, Banff, Canada, Lecture Notes in Computer Science (LNCS), vol. 6954, pp. 642-648. Springer, Heidelberg (2011)
@article{artiemjew2011_23,
  author    = {P. Artiemjew},
  title     = {{The Extraction Method of DNA Microarray Features Based on Experimental A Statistics}},
  year      = {2011},
  journal   = {Proceedings of 6th International Conference on Rough Sets and Knowledge Technology, RSKT'11, Banff, Canada, Lecture Note},
  note      = {Publication #23}
}
#22 2011
L. Polkowski, P. Artiemjew: Granular computing in the frame of rough mereology. A case study: Classification of data into decision categories by means of granular reflections of data, In: International Journal of Intelligent Systems. Special Issue: A Rough Set Approach to Data Mining, James F. Peters, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko (eds.), vol 26, issue 6, pp. 555 - 571. Wiley Periodicals, Inc. (2011)
@article{artiemjew2011_22,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Granular computing in the frame of rough mereology. A case study: Classification of data into decision categories by means of granular reflections of data}},
  year      = {2011},
  journal   = {International Journal of Intelligent Systems. Special Issue: A Rough Set Approach to Data Mining, James F. Peters, Chien},
  note      = {Publication #22}
}
#21 2011
P. Artiemjew: The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs Classifier Based on Rough Mereology, In: Proceedings of 19th International Symposium on Methodologies for Intelligent Systems, ISMIS'11, Warsaw, Poland, Lecture Notes in Artificial Intelligence (LNAI), vol. 6804, pp. 33-42. Springer, Heidelberg (2011)
@article{artiemjew2011_21,
  author    = {P. Artiemjew},
  title     = {{The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs Classifier Based on Rough Mereology}},
  year      = {2011},
  journal   = {Proceedings of 19th International Symposium on Methodologies for Intelligent Systems, ISMIS'11, Warsaw, Poland, Lecture },
  note      = {Publication #21}
}
#20 2011
P. Artiemjew: Stability of Optimal Parameters for Classifier Based on Simple Granules of Knowledge, In: Technical Sciences, vol. 14(1), pp. 57-69. UWM Publisher, Olsztyn (2011)
@article{artiemjew2011_20,
  author    = {P. Artiemjew},
  title     = {{Stability of Optimal Parameters for Classifier Based on Simple Granules of Knowledge}},
  year      = {2011},
  journal   = {Technical Sciences, vol. 14(1), pp. 57-69. UWM Publisher, Olsztyn (2011)},
  note      = {Publication #20}
}

2010

#19 2010
P. Artiemjew: Classifiers based on Rough Mereology in Analysis of DNA Microarray Data, In: Proceedings of Second International Conference of Soft Computing and Pattern Recognition (SoCPar2010), pp. 273 - 278. IEEE Computer Society, Cergy Pontoise, Paris, France (2010)
@article{artiemjew2010_19,
  author    = {P. Artiemjew},
  title     = {{Classifiers based on Rough Mereology in Analysis of DNA Microarray Data}},
  year      = {2010},
  journal   = {Proceedings of Second International Conference of Soft Computing and Pattern Recognition (SoCPar2010), pp. 273 - 278. IE},
  note      = {Publication #19}
}
#18 2010
P. Górecki, P. Artiemjew: DNA Microarray Classification by Means of Weighted Voting based on Rough Set Classifier, In: Proceedings of Second International Conference of Soft Computing and Pattern Recognition (SoCPar2010), pp. 269 - 272. IEEE Computer Society, Cergy Pontoise, Paris, France (2010)
@article{artiemjew2010_18,
  author    = {P. Górecki, P. Artiemjew},
  title     = {{DNA Microarray Classification by Means of Weighted Voting based on Rough Set Classifier}},
  year      = {2010},
  journal   = {Proceedings of Second International Conference of Soft Computing and Pattern Recognition (SoCPar2010), pp. 269 - 272. IE},
  note      = {Publication #18}
}
#17 2010
P. Artiemjew: In Search of Optimal Parameters for Classifier Based on Simple Granules of Knowledge, III International Interdisciplinary Technical Conference of Young Scientists (InterTech 2010), vol. 3, pp. 138 - 142. Poznań University Press, Poznań (2010)
@article{artiemjew2010_17,
  author    = {P. Artiemjew},
  title     = {{}},
  year      = {2010},
  journal   = {Search of Optimal Parameters for Classifier Based on Simple Granules of Knowledge, III International Interdisciplinary T},
  note      = {Publication #17}
}

2009

#16 2009
P. Artiemjew: On strategies of knowledge granulation and applications to decision systems, PhD Dissertation, Polish Japanese Institute of Information Technology, L. Polkowski, Supervisor, Warsaw (2009)
@article{artiemjew2009_16,
  author    = {P. Artiemjew},
  title     = {{On strategies of knowledge granulation and applications to decision systems, PhD Dissertation, Polish Japanese Institute of Information Technology, L}},
  year      = {2009},
  journal   = {Polkowski, Supervisor, Warsaw (2009)},
  note      = {Publication #16}
}
#15 2009
L. Polkowski, P. Artiemjew: On Knowledge Granulation and Applications to Classifier Induction in the Framework of Rough Mereology, International Journal of Computational Intelligence Systems, (IJCIS), vol. 2 - 4, pp. 315 - 331. Atlantis Press, Paris (2009)
@article{artiemjew2009_15,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{On Knowledge Granulation and Applications to Classifier Induction in the Framework of Rough Mereology, International Journal of Computational Intelligence Systems, (IJCIS), vol}},
  year      = {2009},
  journal   = {2 - 4, pp. 315 - 331. Atlantis Press, Paris (2009)},
  note      = {Publication #15}
}
#14 2009
L. Polkowski, P. Artiemjew: A Study in Granular Computing: On Classifiers Induced from Granular Reflections of Data, Transactions on Rough Sets IX, (TRS), Lecture Notes in Computer Science vol. 5390, pp. 230-263. Springer, Heidelberg (2009)
@article{artiemjew2009_14,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{A Study in Granular Computing: On Classifiers Induced from Granular Reflections of Data, Transactions on Rough Sets IX, (TRS), Lecture Notes in Computer Science vol}},
  year      = {2009},
  journal   = {5390, pp. 230-263. Springer, Heidelberg (2009)},
  note      = {Publication #14}
}
#13 2009
L. Polkowski, P. Artiemjew: On Classifying Mappings Induced by Granular Structures, Transactions on Rough Sets IX, (TRS), Lecture Notes in Computer Science vol. 5390, pp. 264-286. Springer, Heidelberg (2009)
@article{artiemjew2009_13,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{On Classifying Mappings Induced by Granular Structures, Transactions on Rough Sets IX, (TRS), Lecture Notes in Computer Science vol}},
  year      = {2009},
  journal   = {5390, pp. 264-286. Springer, Heidelberg (2009)},
  note      = {Publication #13}
}

2008

#12 2008
P. Artiemjew: Natural versus granular computing: Classifiers from granular structures, In: Proceedings of 6th International Conference on Rough Sets and Current Trends in Computing RSCTC'08, Akron, Ohio, USA, vol. 5306, pp. 150-159. Springer, Heidelberg (2008)
@article{artiemjew2008_12,
  author    = {P. Artiemjew},
  title     = {{Natural versus granular computing: Classifiers from granular structures}},
  year      = {2008},
  journal   = {Proceedings of 6th International Conference on Rough Sets and Current Trends in Computing RSCTC'08, Akron, Ohio, USA, vo},
  note      = {Publication #12}
}
#11 2008
L. Polkowski, P. Artiemjew: Rough mereology in classification of data: Voting by means of residual rough inclusions, In: Proceedings of 6th International Conference on Rough Sets and Current Trends in Computing RSCTC'08, Akron, Ohio, USA, vol. 5306, pp. 113-120. Springer, Heidelberg (2008)
@article{artiemjew2008_11,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Rough mereology in classification of data: Voting by means of residual rough inclusions}},
  year      = {2008},
  journal   = {Proceedings of 6th International Conference on Rough Sets and Current Trends in Computing RSCTC'08, Akron, Ohio, USA, vo},
  note      = {Publication #11}
}
#10 2008
L. Polkowski, P. Artiemjew: Classifiers based on granular structures from rough inclusions, In: Proceedings of 12th Int. Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'08, Magdalena, L., Ojeda-Aciego, M., Vedegay, J.L. (eds.), pp. 1786-1794. Torremolinos (Malaga), Spain, (2008)
@article{artiemjew2008_10,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Classifiers based on granular structures from
	rough inclusions}},
  year      = {2008},
  journal   = {Proceedings of 12th Int. Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems I},
  note      = {Publication #10}
}
#9 2008
P. Artiemjew: On clasification of data by means of rough mereological granules of objects and rules, In: Proceedings of Int. Conference on Rough Set and Knowledge Technology RSKT'08, Chengdu China, pp. 221-228. LNAI, vol. 5009. Springer, Heidelberg (2008)
@article{artiemjew2008_9,
  author    = {P. Artiemjew},
  title     = {{On clasification of data by means of rough mereological granules of
	objects and rules}},
  year      = {2008},
  journal   = {Proceedings of Int. Conference on Rough Set and Knowledge Technology RSKT'08, Chengdu China, pp. 221-228. LNAI, vol. 500},
  note      = {Publication #9}
}
#8 2008
P. Artiemjew: Rough mereological classifiers obtained from weak rough set inclusions, In: Proceedings of Int. Conference on Rough Set and Knowledge Technology RSKT'08, Chengdu China, pp. 229-236. LNAI, vol. 5009. Springer, Heidelberg (2008)
@article{artiemjew2008_8,
  author    = {P. Artiemjew},
  title     = {{Rough mereological classifiers obtained from weak rough set
	inclusions}},
  year      = {2008},
  journal   = {Proceedings of Int. Conference on Rough Set and Knowledge Technology RSKT'08, Chengdu China, pp. 229-236. LNAI, vol. 500},
  note      = {Publication #8}
}
#7 2008
L. Polkowski, P. Artiemjew: Rough Sets In Data Analisis: Fundations and Applications, chapter in book Applications of Computional Intelligence in Biology: "Current Trends and Open Problems, pp. 33-54. SCI, vol. 122. Springer, Heidelberg, New York (2008)
@article{artiemjew2008_7,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Rough Sets}},
  year      = {2008},
  journal   = {Data Analisis: Fundations and Applications, chapter in  book Applications of Computional Intelligence in Biology: "Curre},
  note      = {Publication #7}
}

2007

#6 2007
P. Artiemjew: Classifiers from Granulated Data Sets: Concept dependent and Layered Granulation, in Proceedings RSKD'07. The Workshops at ECML/PKDD'07, pp. 1-9. Warsaw Univ. Press, Warsaw (2007)
@article{artiemjew2007_6,
  author    = {P. Artiemjew},
  title     = {{Classifiers from Granulated Data Sets: Concept dependent and Layered Granulation, in Proceedings RSKD'07}},
  year      = {2007},
  journal   = {The Workshops at ECML/PKDD'07, pp. 1-9. Warsaw Univ. Press, Warsaw (2007)},
  note      = {Publication #6}
}
#5 2007
L. Polkowski, P. Artiemjew: Towards Granular Computing:Classifiers Induced from Granular Struktures, in Proceedings RSKD'07. The Workshops at ECML/PKDD'07, pp. 43-53. Warsaw Univ. Press, Warsaw (2007)
@article{artiemjew2007_5,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Towards Granular Computing:Classifiers Induced from Granular Struktures, in Proceedings RSKD'07}},
  year      = {2007},
  journal   = {The Workshops at ECML/PKDD'07, pp. 43-53. Warsaw Univ. Press, Warsaw (2007)},
  note      = {Publication #5}
}
#4 2007
L. Polkowski, P. Artiemjew: Granular Computing: Classifiers and Missing Values, in Proceedings ICCI'07. 6th IEEE International Conference on Cognitive Informatics, IEEE Computer Society, Los Alamitos, CA, 2007, pp. 186-194.
@article{artiemjew2007_4,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{Granular Computing: Classifiers and Missing Values, in Proceedings ICCI'07}},
  year      = {2007},
  journal   = {6th IEEE International Conference on Cognitive Informatics, IEEE Computer Society, Los Alamitos, CA, 2007, pp. 186-194},
  note      = {Publication #4}
}
#3 2007
L.Polkowski, P. Artiemjew: On Granular Rough Computing with Missing Values, In Lecture Notes in Artificial Intelligence (Proceedings RSEISP'07) vol 4585, pp. 271-279. Springer, Heidelberg (2007)
@article{artiemjew2007_3,
  author    = {L.Polkowski, P. Artiemjew},
  title     = {{On Granular Rough Computing with Missing Values}},
  year      = {2007},
  journal   = {Lecture Notes in Artificial Intelligence (Proceedings RSEISP'07) vol 4585, pp. 271-279. Springer, Heidelberg (2007)},
  note      = {Publication #3}
}
#2 2007
L. Polkowski, P. Artiemjew: On Granular Rough Computing: Factoring Classifiers Though Granular Structures, in Lecture Notes in Artificial Intelligence (Proceedings RSEISP'07) vol. 4585, pp. 280-290. Springer, Heidelberg (2007)
@article{artiemjew2007_2,
  author    = {L. Polkowski, P. Artiemjew},
  title     = {{On Granular Rough Computing: Factoring Classifiers Though Granular Structures, in Lecture Notes in Artificial Intelligence (Proceedings RSEISP'07) vol}},
  year      = {2007},
  journal   = {4585, pp. 280-290. Springer, Heidelberg (2007)},
  note      = {Publication #2}
}

2006

#1 2006
P. Artiemjew: On Linear Error Correcting Codes, M.SC, Department of Mathematics and Computer Science, University of Warmia and Mazury, L. Polkowski, Supervisor, Olsztyn (2006)
@article{artiemjew2006_1,
  author    = {P. Artiemjew},
  title     = {{On Linear Error Correcting Codes, M.SC, Department of Mathematics and Computer Science, University of Warmia and Mazury, L}},
  year      = {2006},
  journal   = {Polkowski, Supervisor, Olsztyn (2006)},
  note      = {Publication #1}
}