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  1. Article

    Open Access

    A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

    Since its emergence in the 1960s, Artificial Intelligence (AI) has grown to conquer many technology products and their fields of application. Machine learning, as a major part of the current AI solutions, can ...

    Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi in Artificial Intelligence Review (2023)

  2. Chapter

    Privacy-Preserving Techniques for Trustworthy Data Sharing: Opportunities and Challenges for Future Research

    One of the foundations of data sharing in the European Union (EU) is trust, especially in view of the advancing digitalization and recent developments with respect to European Data Spaces. In this chapter, we ...

    Lidia Dutkiewicz, Yuliya Miadzvetskaya, Hosea Ofe, Alan Barnett in Data Spaces (2022)

  3. No Access

    Chapter and Conference Paper

    ST Method-Based Algorithm for the Supply Routes for Multilocation Companies Problem

    This paper presents an optimization algorithm, based on the substitution tasks method (ST method). It is designed for the supply routes for multilocation companies problem. This problem is NP-hard and belongs ...

    Lidia Dutkiewicz, Edyta Kucharska in Knowledge, Information and Creativity Supp… (2016)

  4. No Access

    Chapter and Conference Paper

    ALMM Solver: The Idea and the Architecture

    The ALMM Solver is a software tool which aim is generating solutions for discrete optimization problems, in particular for NP-hard problems. The idea of the solver is based on Algebraic Logical Meta-Model of M...

    Krzysztof Rączka, Ewa Dudek-Dyduch in Artificial Intelligence and Soft Computing (2015)

  5. No Access

    Chapter and Conference Paper

    Substitution Tasks Method for Co-operation

    The aim of the paper is to present a novel heuristic optimization method for determining intelligent co-operation at project realization. The method has been named substitution tasks method (ST method). Accord...

    Lidia Dutkiewicz, Ewa Dudek-Dyduch in Recent Developments in Computational Colle… (2014)

  6. No Access

    Chapter and Conference Paper

    ALMM Solver - A Tool for Optimization Problems

    The aim of our paper is to present the concept and structure of a software tool named the ALMM Solver. The goal of the solver is to generate solutions for discrete optimization problems, in particular for NP-h...

    Ewa Dudek-Dyduch, Edyta Kucharska in Artificial Intelligence and Soft Computing (2014)

  7. No Access

    Chapter and Conference Paper

    Substitution Tasks Method for Discrete Optimization

    The aim of the paper is to present a novel heuristic optimization method for discrete dynamic optimization problems. The method has been named substitution tasks method (ST method). According to the method, a ...

    Ewa Dudek-Dyduch, Lidia Dutkiewicz in Artificial Intelligence and Soft Computing (2013)