Search Results - "Michalak, Marcin"

Searching for Continuous n-Clusters with Boolean Reasoning by Michalak, Marcin

“…A bicluster consists of a subset of rows and columns of a given matrix, whose intersection defines the region (bicluster) of values of precisely defined…”
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Special Issue: Machine Learning and Data Analysis by Michalak, Marcin

“…This Special Issue contains 2 reviews and 17 research papers related to the following topics:Time series forecasting [1,2,3,4,5];Image analysis [6];Medical…”
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Medical Malpractice Liability in the United States of America in the Light of the 19th Century Origins of the American Legal System by Michalak, Marcin

“…The American model of medical malpractice liability has been the subject of lively public and scientific debate for years. This system is characterized by a…”
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Classification performance assessment for imbalanced multiclass data by Aguilar-Ruiz, Jesús S., Michalak, Marcin

“…The evaluation of diagnostic systems is pivotal for ensuring the deployment of high-quality solutions, especially given the pronounced context-sensitivity of…”
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Effect of different conditions of storage on seed viability and seedling growth of six European wild fruit woody plants by Wawrzyniak, Mikołaj Krzysztof, Michalak, Marcin, Chmielarz, Paweł

“…Key message Malus sylvestris (L.) Mill., Pyrus communis (L.), Sorbus aucuparia (L.), Prunus avium (L.), Prunus padus (L.), and Cornus sanguinea (L.) are…”
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Sensor-Based Predictive Maintenance with Reduction of False Alarms-A Case Study in Heavy Industry by Hermansa, Marek, Kozielski, Michał, Michalak, Marcin, Szczyrba, Krzysztof, Wróbel, Łukasz, Sikora, Marek

“…In this paper, the problem of the identification of undesirable events is discussed. Such events can be poorly represented in the historical data, and it is…”
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State Liability for Judicial Decisions Infringing EU Law – the Polish Experience by Michalak, Marcin, Dębicki, Jakub

“…The liability of Member States for damages caused by the issuance of a judicial decision in breach of EU law has been shaped in the jurisprudence of the CJEU,…”
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Multiclass Classification Performance Curve by Aguilar-Ruiz, Jesus S., Michalak, Marcin

“…Quality of predictive models is a critical factor. Many evaluation measures have been proposed for binary and multi-class datasets. However, less attention has…”
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Overcoming Resistance to Platinum-Based Drugs in Ovarian Cancer by Salinomycin and Its Derivatives-An In Vitro Study by Michalak, Marcin, Lach, Michał Stefan, Antoszczak, Michał, Huczyński, Adam, Suchorska, Wiktoria Maria

“…Polyether ionophore salinomycin (SAL) and its semi-synthetic derivatives are recognized as very promising anticancer drug candidates due to their activity…”
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IMCP: A Python package for imbalanced and multiclass data classifier performance comparison by Aguilar-Ruiz, Jesus S., Michalak, Marcin, Wróbel, Łukasz

“…The Multiclass Classification Performance (MCP) curve is an innovative method to visualize the performance of a classifier for multiclass datasets. On the…”
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Shifting Pattern Biclustering and Boolean Reasoning Symmetry by Michalak, Marcin, Aguilar-Ruiz, Jesús S.

“…There are several goals of the two-dimensional data analysis: one may be interested in searching for groups of similar objects (clustering), another one may be…”
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Choosing the Right Path for the Successful Storage of Seeds by Trusiak, Magdalena, Plitta-Michalak, Beata Patrycja, Michalak, Marcin

“…Seeds are the most commonly used source of storage material to preserve the genetic diversity of plants. However, prior to the deposition of seeds in gene…”
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Oxidative damage and DNA repair in desiccated recalcitrant embryonic axes of Acer pseudoplatanus L by Plitta-Michalak, Beata P, Ramos, Alice A, Pupel, Piotr, Michalak, Marcin

“…Most plants encounter water stress at one or more different stages of their life cycle. The maintenance of genetic stability is the integral component of…”
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Anomaly Detection Module for Network Traffic Monitoring in Public Institutions by Wawrowski, Łukasz, Białas, Andrzej, Kajzer, Adrian, Kozłowski, Artur, Kurianowicz, Rafał, Sikora, Marek, Szymańska-Kwiecień, Agnieszka, Uchroński, Mariusz, Białczak, Miłosz, Olejnik, Maciej, Michalak, Marcin

“…It seems to be a truism to say that we should pay more and more attention to network traffic safety. Such a goal may be achieved with many different…”
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Epigenetic Marks, DNA Damage Markers, or Both? The Impact of Desiccation and Accelerated Aging on Nucleobase Modifications in Plant Genomic DNA by Plitta-Michalak, Beata P, Litkowiec, Monika, Michalak, Marcin

“…Modifications of DNA nucleobases are present in all forms of life. The purpose of these modifications in eukaryotic cells, however, is not always clear…”
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Altered gene expression pattern in peripheral blood mononuclear cells in patients with acute myocardial infarction by Kiliszek, Marek, Burzynska, Beata, Michalak, Marcin, Gora, Monika, Winkler, Aleksandra, Maciejak, Agata, Leszczynska, Agata, Gajda, Ewa, Kochanowski, Janusz, Opolski, Grzegorz

“…Despite a substantial progress in diagnosis and therapy, acute myocardial infarction (MI) is a major cause of mortality in the general population. A novel…”
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Heuristic Search of Exact Biclusters in Binary Data by Michalak, Marcin, Jaksik, Roman, Ślęzak, Dominik

“…The biclustering of two-dimensional homogeneous data consists in finding a subset of rows and a subset of columns whose intersection provides a set of cells…”
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Identification of DNA Methylation Changes in European Beech Seeds during Desiccation and Storage by Michalak, Marcin, Plitta-Michalak, Beata Patrycja, Suszka, Jan, Naskręt-Barciszewska, Mirosława Zofia, Kotlarski, Szymon, Barciszewski, Jan, Chmielarz, Paweł

“…Ageing and deterioration of seeds is a major problem for the maintenance of seed quality and viability during long-term storage. Prediction of early stages of…”
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Sequential delayed [18 F]FDG PET/CT examinations in the pharynx by Pietrzak, Agata Karolina, Marszalek, Andrzej, Kazmierska, Joanna, Kunikowska, Jolanta, Golusinski, Pawel, Suchorska, Wiktoria Maria, Michalak, Marcin, Cholewinski, Witold

“…This study aimed to evaluate the usefulness of the biphasic 2-deoxy-2-[18 F]fluoro-D-glucose positron emission tomography/computed tomography ([18 F]FDG…”
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Popular music in the educational space of Polish preschools – the teacher’s perspective by Kondracka-Szala, Marta, Michalak, Marcin

“…The purpose of this article is to investigate the presence of popular music within the area of preschool education. To this end, an online survey was conducted…”
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