Selaus avainsanan mukaan kokoelmassa "machine learning"Väitöskirjat

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    • Acoustic Emission Testing of Multilayer Ceramic Capacitors 

      Levikari, Saku
      Acta Universitatis Lappeenrantaensis (Lappeenranta-Lahti University of Technology LUT, 25.03.2022)
      Capacitors are among the three fundamental passive electrical components alongside inductors and resistors. They are found in nearly every electronic circuit, with the function of storing electrical energy and filtering ...

    • Faster than real-time simulation of fluid power-driven mechatronic machines 

      Malysheva, Julia
      Acta Universitatis Lappeenrantaensis (Lappeenranta-Lahti University of Technology LUT, 01.06.2021)
      The level of automation of mechatronic machines, such as excavators, logging harvesters or fluid power-driven cranes, has increased significantly over the past few decades. In the machine industry, this led to the emergence ...

    • Heuristic similarity- and distance-based supervised feature selection methods 

      Lohrmann, Christoph
      Acta Universitatis Lappeenrantaensis (Lappeenranta-Lahti University of Technology LUT, 16.12.2019)
      In the field of machine learning, the available data often contain many features to describe phenomena. This can pose a problem since only those features that are relevant to characterize the target concept are needed, ...

    • Novel fuzzy k-nearest neighbor methods for effective classification and regression 

      Mailagaha Kumbure, Mahinda
      Acta Universitatis Lappeenrantaensis (Lappeenranta-Lahti University of Technology LUT, 10.11.2022)
      With the advancement of technology in many areas, an immense amount of data has currently become available, and discovering patterns and trends from this data is a core subject of interest in machine learning research. ...

    • Open data in distribution network asset management 

      Räisänen, Otto
      Acta Universitatis Lappeenrantaensis (Lappeenranta-Lahti University of Technology LUT, 03.11.2023)
      Climate change and the energy transition are causing major changes to the distribution network environment. The electrification of society raises expectations for clean, reliable, and affordable electricity supply. Meeting ...

    • Quantitative approaches for detecting emerging technologies 

      Ranaei, Samira
      Acta Universitatis Lappeenrantaensis (Lappeenranta University of Technology, 30.11.2018)
      The rapid pace of globalization of science and technology increased the potential for high-impact technical capabilities to emerge in diverse technical, socio-economic, and geographic areas. Simultaneously, scientific ...