Browsing NTNU Open by Author "Sizov, Gleb Valerjevich"
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Acquisition and Reuse of Reasoning Knowledge from Textual Cases for Automated Analysis
Sizov, Gleb Valerjevich; Øzturk, Pinar; Styrak, Jozef (Journal article, 2009)Analysis is essential for solving complex problems such as diagnosing a patient, investigating an accident or predicting the outcome of a legal case. It is a non-trivial process even for human experts. To assist experts ... -
Digital Transformation in Renewable Energy: Use Cases and Experiences from a Nordic Power Producer
Xing, Liyuan; Sizov, Gleb Valerjevich; Gundersen, Odd Erik (Chapter, 2022)The electric power system is changing. The changes include the integration of renewable resources, such as wind farms and solar plants, making the grid smarter so that it can react and adapt to changes and increase customer ... -
A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses
Grotmol, Gunnar Grung; Furdal, Eivind Hovdegård; Dalal, Nisha; Ottesen, Are Løkken; Rørvik, Ella-Lovise Hammervold; Mølnå, Martin; Sizov, Gleb Valerjevich; Gundersen, Odd Erik (Chapter, 2023)Accurate day-ahead nominations of grid losses in electrical distribution networks are important to reduce the societal cost of these losses. We present a modification of the CatBoost ensemble-based system for day-ahead ... -
Towards Text Mining in Climate Science:Extraction of Quantitative Variables and their Relations
Marsi, Erwin; Øzturk, Pinar; Aamot, Elias; Sizov, Gleb Valerjevich; Ardelan, Murat Van (Chapter, 2014)This paper addresses text mining in the cross disciplinary fields of climate science, marine science and environmental science. It is motivated by the desire for literature-based knowledge discovery from scientific ...