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Vinci RELOADED Interdisciplinary International Silesian Summer School

29 June 2026 to 17 July 2026
Chorzów, Katowice, Sosnowiec
Europe/Warsaw timezone

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Session

computer science' students

1 Jul 2026, 09:00
Sosnowiec

Sosnowiec

Presentation materials

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  1. 67. Basic lecture 3h | Unsupervised machine learning algorithms for complex data
    Agnieszka Nowak-Brzezinska (Wydział Nauk Ścisłych i Technicznych, Uniwersytet Śląski, Instytut Informatyki)
    01/07/2026, 09:00

    Unsupervised machine learning algorithms for complex data
    As part of the workshop, participants will be familiarized with the field of artificial intelligence and machine learning, unsupervised learning. In practical applications, using this learning method is much more often necessary. We do not know how to classify data (texts, images, sounds), and we analyze data in terms of, among...

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  2. 20. Workshop 2h
    Agnieszka Nowak-Brzezinska (Wydział Nauk Ścisłych i Technicznych, Uniwersytet Śląski, Instytut Informatyki), Beata Zielosko (University of Silesia in Katowice), Kornel Chromiński, Krzysztof Wróbel, Magdalena Tkacz, Małgorzata Przybyła-Kasperek (University of Silesia in Katowice), Piotr Porwik, Przemysław Kudłacik (Uniwersytet Śląski), Rafał Doroz (Uniwersytet Śląski, Instytut Informatyki), Rafał Skinderowicz, Tomasz Orczyk (Uniwersytet Śląski w Katowicach), Łukasz Wawrowski
    01/07/2026, 11:30

    Workshops for research teams. Each candidate has to attend the selected workshop.

    Agnieszka Nowak-Brzezińska, PhdD, DSc, Assoc. Prof.: Knowledge exploration using clustering and outlier detection algorithms

    Małgorzata Przybyła-Kasperek, PhD, DSc, Assoc. Prof.: Kornel Chromiński, PhD, Rafał Skinderowicz, PhD, AI Essentials: From Decision Tress to Evolutionary Algorithms, and...

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  3. 69. Workshop 2h
    01/07/2026, 13:15
  4. 70. Basic lecture 3h | Modern programming languages
    Kornel Chromiński
    02/07/2026, 09:00

    Kornel Chromiński, PhD
    Knowledge of at least one programming language is an indispensable element of knowledge that every IT specialist should have. Current trends in the development of programming languages, apart from improving code efficiency and increasing the possibilities, are also aimed at facilitating the writing of programs. A simplification for programmers is the simplification...

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  5. 71. Workshop 2h
    03/07/2026, 09:00
  6. 72. Workshop 2h
    03/07/2026, 10:45
  7. 73. Basic lecture 3h | Statistical analysis in machine learning research
    Małgorzata Przybyła-Kasperek (University of Silesia in Katowice)
    06/07/2026, 09:00

    Małgorzata Przybyła-Kasperek. PhD, MSc, Assoc. Prof.
    In research, the ability to justify the statistical significance of the formulated hypotheses is essential. The lecture aims to familiarize students with the basic concepts of statistical inference and the available software for performing statistical tests. Another goal is to teach students how to choose the appropriate test depending...

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  8. 74. Workshop 2h
    06/07/2026, 11:30
  9. 75. Workshop 2h
    06/07/2026, 13:15
  10. 76. Expert' lecture online 2h | Basic steps for natural language processing
    Josef Kapusta
    08/07/2026, 09:00

    Professor Jozef Kapusta, PhD. doc. from the Constantine the Philosopher University in Nitra, Slovakia
    This lecture introduces the fundamental steps in Natural Language Processing (NLP), covering essential concepts and techniques used to process and analyze human language. Topics include text preprocessing (tokenization, stemming, lemmatization), feature extraction methods, language...

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  11. 77. Expert' lecture online 2h | Introduction to Astroparticle Physics
    Josef Kapusta
    08/07/2026, 10:45

    Professor Jozef Kapusta, PhD. doc. from the Constantine the Philosopher University in Nitra, Slovakia
    This lecture introduces the fundamental steps in Natural Language Processing (NLP), covering essential concepts and techniques used to process and analyze human language. Topics include text preprocessing (tokenization, stemming, lemmatization), feature extraction methods, language...

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  12. 78. Basic lecture 3h | Combinatorial machine learning
    Beata Zielosko (University of Silesia in Katowice)
    09/07/2026, 09:00

    Beata Zielosko, PhD, MSc, Assoc. Prof.
    The subject matter will concern the discussion and application of reducts (tests) as well as decision trees and rules in data analysis. During the course, examples of problems that can be represented in the form of a decision table will be presented, as well as the use of decision trees, decision rules and reducts as tools (algorithms) to solve...

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  13. 79. Basic lecture 3h | Classification of difficult data
    Tomasz Orczyk (Uniwersytet Śląski w Katowicach)
    13/07/2026, 09:00

    Tomasz Orczyk, PhD, Eng.
    During the three-hour module, students will be introduced to the challenges that can arise in data used in machine learning for model training and testing/validation. Issues related to incomplete, imbalanced, non-Euclidean (categorical, angular) data, and concept drift will be addressed. Examples of using this type of data in machine learning will be presented.

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  14. 80. Workshop 3h
    13/07/2026, 11:30
  15. 81. Workshop 2h
    14/07/2026, 09:00
  16. 84. Workshop 3h
    14/07/2026, 10:45
  17. 82. Workshop 2h
    15/07/2026, 09:00
  18. 85. Workshop 3h
    15/07/2026, 10:45
  19. 83. Workshop 2h
    16/07/2026, 09:00
  20. 86. Workshop 3h
    16/07/2026, 10:45
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