Search Results - "Rabcan, Jan"

Review of Methods for EEG Signal Classification and Development of New Fuzzy Classification-Based Approach by Rabcan, Jan, Levashenko, Vitaly, Zaitseva, Elena, Kvassay, Miroslav

“…The analysis of EEG signal is a relevant problem in health informatics, and its development can help in detection of epileptic's seizures. The diagnosis is…”
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A New Fuzzy-Based Classification Method for Use in Smart/Precision Medicine by Zaitseva, Elena, Levashenko, Vitaly, Rabcan, Jan, Kvassay, Miroslav

“…The development of information technology has had a significant impact on various areas of human activity, including medicine. It has led to the emergence of…”
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Application of the Structure Function in the Evaluation of the Human Factor in Healthcare by Zaitseva, Elena, Levashenko, Vitaly, Rabcan, Jan, Krsak, Emil

“…A structure function is one of the possible mathematical models of systems in reliability engineering. A structure function maps sets of component states into…”
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Reliability Evaluation of the Factors That Influenced COVID-19 Patients’ Condition by Levashenko, Vitaly, Rabcan, Jan, Zaitseva, Elena

“…Health and safety is a problem that is intensively discussed nowadays. The failures in healthcare are called medical errors: if the patient’s condition worsens…”
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Fuzzy Decision Tree Based Method in Decision-Making of COVID-19 Patients’ Treatment by Rabcan, Jan, Zaitseva, Elena, Levashenko, Vitaly, Kvassay, Miroslav, Surda, Pavol, Macekova, Denisa

“…A new method in decision-making of timing of tracheostomy in COVID-19 patients is developed and discussed in this paper. Tracheostomy is performed in…”
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Timing of Tracheostomy for Prolonged Respiratory Wean in Critically Ill Coronavirus Disease 2019 Patients: A Machine Learning Approach by Takhar, Arunjit, Surda, Pavol, Ahmad, Imran, Amin, Nikul, Arora, Asit, Camporota, Luigi, Denniston, Poppy, El-Boghdadly, Kariem, Kvassay, Miroslav, Macekova, Denisa, Munk, Michal, Ranford, David, Rabcan, Jan, Tornari, Chysostomos, Wyncoll, Duncan, Zaitseva, Elena, Hart, Nicholas, Tricklebank, Stephen

“…To propose the optimal timing to consider tracheostomy insertion for weaning of mechanically ventilated patients recovering from coronavirus disease 2019…”
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A new method for analysis of Multi-State systems based on Multi-valued decision diagram under epistemic uncertainty by Zaitseva, Elena, Levashenko, Vitaly, Rabcan, Jan

“…•A new method for construction of a mathematical model for reliability analysis.•Multi-Valued Decision Diagram construction for Multi-State System.•Reliability…”
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EEG Signal Classification Based On Fuzzy Classifiers by Rabcan, Jan, Levashenko, Vitaly, Zaitseva, Elena, Kvassay, Miroslav

“…Electroencephalogram (EEG) signal classification is used in many applications. Typically, this classification is implemented based on methods which consist of…”
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Importance analysis of decision making factors based on fuzzy decision trees by Zaitseva, Elena, Rabcan, Jan, Levashenko, Vitaly, Kvassay, Miroslav

“…Classification is one important and commonly used Machine Learning technique. The classification effectiveness can be influenced by different factors and…”
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Application of Fuzzy Decision Tree for Signal Classification by Rabcan, Jan, Levashenko, Vitaly, Zaitseva, Elena, Kvassay, Miroslav, Subbotin, Sergey

“…A typical algorithm for signal classification consists of two steps: signal preliminary transformation and classification itself. The procedures of preliminary…”
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Logical differential calculus for calculation of Birnbaum importance of non-coherent system by Zaitseva, Elena, Levashenko, Vitaly, Sedlacek, Peter, Kvassay, Miroslav, Rabcan, Jan

“…The Birnbaum importance is one of the measures often used in importance analysis. Many algorithms for the calculation of this measure have been proposed for…”
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Non-destructive diagnostic of aircraft engine blades by Fuzzy Decision Tree by Rabcan, Jan, Levashenko, Vitaly, Zaitseva, Elena, Kvassay, Miroslav, Subbotin, Sergey

“…•The modification of the algorithm of signal classification.•The addition of new procedure (fuzzification) into the step of the preliminary signal…”
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Development of Programmable Logic Array for Multiple-Valued Logic Functions by Levashenko, Vitaly, Lukyanchuk, Igor, Zaitseva, Elena, Kvassay, Miroslav, Rabcan, Jan, Rusnak, Patrik

“…The binary information technology reaches its limits set by the atomic size miniaturization, by calculation speed and by the fundamental principle of energy…”
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Building a Model and Assessing the Level of Morbidity During the Epidemic by Kubegenova, Aigul, Gumarova, Ainura, Kamalova, Gaukhar, Rabcan, Jan

“…The article discusses the effectiveness, methods, and mathematical models of measures to control the spread of the human immunodeficiency virus (HIV) in…”
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Generation of structure function based on ambiguous and incompletely specified data using the fuzzy decision trees by Rabcan, Jan, Rusnak, Patrik

“…The informatics is extremely fast development area that is based on interdisciplinary knowledge. University education for students of this specialisation must…”
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Application Architecture For Obtaining Data From Scientometric Databases by Hunko, Mykhailo, Tkachov, Vitalii, Liashenko, Oleksii, Rabcan, Jan

“…Scientometric data from bibliographic and reference databases with a limited user interface are used to analyze the effectiveness of the scientific staff,…”
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Ordered Fuzzy Decision Trees induction based on Cumulative Information Estimates and its application by Rabcan, J.

“…One of the important problems in Decision Making Support Systems is recognition (classification) of a new sample according to the previous knowledge. There are…”
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The software library used in teaching of multiple-valued logic and logic function by Rusnak, Patrik, Rabcan, Jan

“…Multiple-valued logic (MVL) is used in various fields of knowledge such as logic, philosophy, logic circuits design, reliability engineering or artificial…”
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Importance Analysis of Multi-State System Based on Incompletely Specified Data by Multi-Valued Decision Diagrams by Sedlacek, Peter, Rabcan, Jan, Kostolny, Jozef

“…The evaluation of system reliability is implemented by the set of reliability indices and measures. Every of them reflects specific properties of system…”
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A Concept of a Multi-robotic System for Warehouse Automation by Belotserkovsky, Alexei, Lukashevich, Pavel, Doganli, Mert, Rabcan, Jan

“…The paper describes the concept of a warehouse multi-robotic system based on visual navigation methods. In contrast to the existing approaches for device…”
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