Wyniki wyszukiwania dla: MATHEMATICAL MODELING, CONTROL OF TECHNICAL SYSTEMS, ARTIFICIAL INTELLIGENCE

• Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents

  Publikacja

  • S. Donghui
  • L. Zhigang
  • J. Zurada
  • A. Manikas
  • J. Guan
  • P. Weichbroth

  - KNOWLEDGE AND INFORMATION SYSTEMS - Rok 2024

  The construction industry suffers from workplace accidents, including injuries and fatalities, which represent a significant economic and social burden for employers, workers, and society as a whole.The existing research on construction accidents heavily relies on expert evaluations,which often suffer from issues such as low efficiency, insufficient intelligence, and subjectivity.However, expert opinions provided in construction...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Applications of the artificial intelligence methods for modeling of the ACAlSi7Cu alloy crystallization process

  Publikacja

  • L. Dobrzański
  • R. Maniara
  • J. Sokolowski
  • W. Kasprzak
  • M. Krupinski
  • Z. Brytan
  • Z. Brytan

  - Journal of Materials Processing Technology - Rok 2007

  Pełny tekst do pobrania w serwisie zewnętrznym

• ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

  Czasopisma

  ISSN: 0952-1976 , eISSN: 1873-6769

• Artificial Intelligence in the Diagnosis of Onychomycosis—Literature Review

  Publikacja

  • B. Bulińska
  • M. Mazur-Milecka
  • M. Sławińska
  • J. Rumiński
  • R. J. Nowicki

  - Journal of Fungi - Rok 2024

  Onychomycosis is a common fungal nail infection that is difficult to diagnose due to its similarity to other nail conditions. Accurate identification is essential for effective treatment. The current gold standard methods include microscopic examination with potassium hydroxide, fungal cultures, and Periodic acid-Schiff biopsy staining. These conventional techniques, however, suffer from high turnover times, variable sensitivity,...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Human System Interaction in Review: Advancing the Artificial Intelligence Transformation

  Publikacja

  • D. De Silva
  • R. Nawaratne
  • J. Rumiński
  • A. Malinowski
  • M. Manic

  - Rok 2022

  The industrial advancement of human society has been fundamentally driven by diverse ‘systems’ that facilitate ‘human interaction’ within physical, digital, virtual, social and artificial environments, and upon the hyper-connected layers of system-system interactions across these environments. The research and practice of Human System Interaction (HSI) has undergone exponential development due to the enhanced capabilities, increased...

  Pełny tekst do pobrania w serwisie zewnętrznym

• The use of mathematical models for diagnosis of activated sludge systems in WWTP

  Publikacja

  • J. Drewnowski
  • M. Zmarzły

  - E3S Web of Conferences - Rok 2017

  In this study diagnosis of activated sludge systems in wastewater treatment plant (WWTP) was investigated. Diagnosis of technical objects can be realized in many ways. One of the divisions of the diagnostic methods include modelling with or without a model of the object. The first of these is the analysis of the symptoms for which, based on the parameter values, the abnormality in the diagnosed objects are sought. Another way is...

  Pełny tekst do pobrania w portalu

• Analytical modeling of electric drives for vehicle traction control systems

  Publikacja

  • A. Opaliński
  • L. Jarzębowicz

  - Rok 2016

  Wheel-torque control bandwidth in vehicle dynamics model is crucial in evaluating optimal tracking ability of tire slip and in analysis of control system stability. Electric drives’ control dynamics are influenced by timing of digital control events, e.g. by sampling instant of motor currents. Reflecting this timing in drive analytical models is therefore important for analysis of vehicle traction systems. The paper considers five...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Piotr Szczuko dr hab. inż.

  Osoby

  Katedra Systemów Multimedialnych

  Dr hab. inż. Piotr Szczuko w 2002 roku ukończył studia na Wydziale Elektroniki, Telekomunikacji i Informatyki Politechniki Gdańskiej zdobywając tytuł magistra inżyniera. Tematem pracy dyplomowej było badanie zjawisk jednoczesnej percepcji obrazu cyfrowego i dźwięku dookólnego. W roku 2008 obronił rozprawę doktorską zatytułowaną "Zastosowanie reguł rozmytych w komputerowej animacji postaci", za którą otrzymał nagrodę Prezesa Rady...

• Artificial Intelligence - Summer 2023/24

  Kursy Online

  • J. Dembski
  • A. Sobociński

• Tomasz Zubowicz dr inż.

  Osoby

  Katedra Inteligentnych Systemów Sterowania i Wspomagania Decyzji

  Tomasz Zubowicz has received his M.Sc. Eng. degree in Control Engineering from the Faculty of Electrical and Control Engineering at the Gda{\'n}sk University of Technology (GUT) in $2008$. He received his Ph.D. Eng. (Hons.) in the field of Control Engineering from the same faculty in $2019$. In $2012$ he became a permanent staff member at the Department of Intelligent Control and Decision Support Systems at GUT and a member of...

• Some Artificial Intelligence Driven Algorithms For Mobile Edge Computing in Smart City

  Publikacja

  • J. Balicki
  • P. Dryja
  • M. Zakidalski

  - Rok 2019

  Smart mobile devices can share computing workload with the computer cloud that is important when artificial intelligence tools support computer systems in a smart city. This concept brings computing on the edge of the cloud, closer to citizens and it can shorten latency. Edge computing removes a crucial drawback of the smart city computing because city services are usually far away from citizens, physically. Besides, we introduced...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Methods of Artificial Intelligence for Prediction and Prevention Crisis Situations in Banking Systems

  Publikacja

  • J. Balicki
  • P. Przybyłek
  • M. Zadroga
  • M. Zakidalski

  - Rok 2014

  In this paper, a support vector machine has been studied due to prediction of bank crisis. To prevent outcomes of crisis situations, artificial neural networks have been characterized as applied to stock market investments, as well as to test the credibility of the bank's customers. Finally, some numerical experiments have been presented.

• Artificial intelligence for biomedical engineering of polysaccharides: A short overview.

  Publikacja

  • H. Shokrani
  • A. Shokrani
  • F. Seidi
  • J. Kucińska-Lipka
  • B. Makurat-Kasprolewicz
  • M. Reza Saeb
  • S. Ramakrishna

  - Current Opinion in Biomedical Engineering - Rok 2023

  The advent of computer-aided concepts and cognitive algorithms, along with fuzzy sets and fuzzy logic thoughts, supported the idea of ‘making computers think like people’ (Lotfi A. Zadeh, IEEE Spectrum, 21 (26–32), 1984). Such a school of thought enabled the sophistication of mission-oriented...

• Artificial intelligence and productivity: global evidence from AI patent and bibliometric data

  Publikacja

  • A. Parteka
  • A. Kordalska

  - TECHNOVATION - Rok 2023

  In this paper we analyse the relationship between technological innovation in the artificial intelligence (AI) domain and macroeconomic productivity. We embed recently released data on patents and publications related to AI in an augmented model of productivity growth, which we estimate for the OECD countries and compare to an extended sample including non-OECD countries. Our estimates provide evidence in favour of the modern productivity...

  Pełny tekst do pobrania w portalu

• Obtaining a Well-Trained Artificial Intelligence Algorithm from Cross-Validation in Endoscopy

  Publikacja

  • J. Cychnerski
  • A. Brzeski
  • P. Rościszewski

  - Rok 2014

  The article shortly discusses endoscopic video analysis problems and artificial intelligence algorithms supporting it. The most common method of efficiency testing of these algorithms is to perform intensive cross-validation. This allows for accurately evaluate their performance of generalization. One of the main problems of this procedure is that there is no simple and universal way of obtaining a specific instance of a well-trained...

• Artificial intelligence and productivity: global evidence from AI patent and bibliometric data .

  Publikacja

  • A. Parteka
  • A. Kordalska

  - TECHNOVATION - Rok 2023

  In this paper we analyse the relationship between technological innovation in the artificial intelligence (AI) domain and macroeconomic productivity. We embed recently released data on patents and publications related to AI in an augmented model of productivity growth, which we estimate for the OECD countries and compare to an extended sample including non-OECD countries. Our estimates provide evidence in favour of the modern...

  Pełny tekst do pobrania w portalu

• Mieczysław Brdyś prof. dr hab. inż.

  Osoby

• Potential of Explainable Artificial Intelligence in Advancing Renewable Energy: Challenges and Prospects

  Publikacja

  • V. N. N. Nhanh Van
  • W. Tarełko
  • S. Prabhakar
  • A. S. El-Shafay
  • W. Chen
  • P. Q. P. Nguyen
  • N. X. Phuong
  • T. A. Nguyen

  - ENERGY & FUELS - Rok 2024

  Modern machine learning (ML) techniques are making inroads in every aspect of renewable energy for optimizationand model prediction. The effective utilization of ML techniques for the development and scaling up of renewable energy systemsneeds a high degree of accountability. However, most of the ML approaches currently in use are termed black box since their work isdifficult to comprehend. Explainable artificial intelligence (XAI)...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Artificial intelligence in architectural education - green campus development research

  Publikacja

  • J. Cudzik
  • L. Nyka
  • J. Szczepański

  - Global Journal of Engineering Education - Rok 2024

  The rapid advancement of artificial intelligence (AI) technologies has introduced new possibilities and challenges in design education. This article explores the need for changes and adaptations in the teaching process of design as AI-related technologies, based on image generation, transform the creative process and offer novel opportunities. In a research-by-design studio in an architectural faculty in Poland, students who utilised...

  Pełny tekst do pobrania w portalu

• Employment of University Graduates in the Era of Digitalization and Artificial Intelligence: Challenges and Prospects

  Publikacja

  • N. Rizun
  • H. Ryzhkova
  • I. Pawłyszyn
  • C. H. Alexopoulos

  - Rok 2024

  Digital technologies are profoundly reshaping the labor market, causing structural shifts in the economy and altering the nature of work. These changes have significant implications for youth employment, exacerbating the issue of unemployment. This paper delves into the importance of graduate employment in contemporary society, with a particular focus on the influence of digital technologies and Artificial Intelligence. The authors...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Computational collective intelligence for enterprise information systems

  Publikacja

  • N. Nguyen
  • D. Hwang
  • E. Szczerbicki

  - Enterprise Information Systems - Rok 2019

  Collective intelligence is most often understood as a kind of intelligence which arises on the basis of a group (collective) of autonomous unites (people, systems) which is taskoriented. There are two important aspects of an intelligent collective: The cooperation aspect and the competition aspect (Levy 1997). The first of them means the possibility for integrating the decisions made by the collective members for creating the decision of...

  Pełny tekst do pobrania w serwisie zewnętrznym

• A Novel Approach to Fully Nonlinear Mathematical Modeling of ‎Tectonic Plates

  Publikacja

  • S. Dastjerdi
  • M. Malikan
  • B. Akgöz
  • Ö. Civalek
  • V. Eremeev

  - Journal of Applied and Computational Mechanics - Rok 2023

  The motion of the Earth's layers due to internal pressures is simulated in this research with an efficient mathematical model. The Earth, which revolves around its axis of rotation and is under internal pressure, will change the shape and displacement of the internal layers and tectonic plates. Applied mathematical models are based on a new approach to shell theory involving both two and three-dimensional approaches. It is the...

  Pełny tekst do pobrania w portalu

• Artificial i business intelligence w zarządzaniu procesem logistycznym organizacji gospodarczej

  Publikacja

  • J. Czuchnowski

  - Rok 2009

  W rozdziale zaprezentowano założenia reengineeringu procesu logistycznego zarządzania rezerwą awaryjną majątku sieciowego. Reengineering procesu polega na określeniu docelowej struktury organizacyjnej, zaprojektowaniu procedur organizacyjnych, określeniu optymalnych wielkości zapasów poszczególnych pozycji majątku sieciowego z uwzględnieniem ich przestrzennego rozmieszczenia na terytorium Spółki oraz zaprojektowaniu założeń systemu...

• Warning systems of enterprises against the risk of bankruptcy : Artificial intelligence in financial management.

  Publikacja

  • T. Korol

  - Rok 2012

  Jest to tłumaczenie na jęz.angielski monografii autora z 2010 roku. Monografia została podzielona na trzy części. I tak, w części pierwszej przedstawiono ocenę przyczyn upadłości firm ze względu nie tylko na źródło (zewnętrzne lub wewnętrzne) przyczyn kłopotów finansowych przedsiębiorstw, ale także na etap kryzysu, w jakim ono się znajduje, cechy "demograficzne" organizacji i rodzaj upadłości. Zdefiniowano również czynniki wpływające...

• Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review

  Publikacja

  • D. Pimenov
  • A. Bustillo
  • S. Wojciechowski
  • V. Sharma
  • M. Gupta
  • M. Kuntoğlu

  - JOURNAL OF INTELLIGENT MANUFACTURING - Rok 2023

  Pełny tekst do pobrania w serwisie zewnętrznym

• On Application of Selected Methods of Artificial Intelligence in Expert Systems for Thermal and Flow Diagnostics

  Publikacja

  • J. Głuch

  - Transactions of the Institute of Fluid-Flow Machinery - Rok 2003

  Przedyskutowano problem wspomagania przez systemy ekspertowe decyzji eksploatacyjnych służb nadzoru obiegów turbin parowych. Uwagę skupiono na realizacji jednego z zadań tych systemów, polegającemu na określenie rozmiaru eksploatacyjnej degradacji parametrów geometrycznych układów łopatkowych turbin. Dyskusję przeprowadzono na przykładzie jednego z komponentów metod sztucznej inteligencji: wybranego typu sztucznej sieci neuronowej...

• A note on the applications of artificial intelligence in the hospitality industry: preliminary results of a survey

  Publikacja

  • J. Citak
  • M. Owoc
  • P. Weichbroth

  - Rok 2021

  Intelligent technologies are widely implemented in different areas of modern society but specific approaches should be applied in services. Basic relationships refer to supporting customers and people responsible for services offering for these customers. The aim of the paper is to analyze and evaluate the state-of-the art of artificial intelligence (AI) applications in the hospitality industry. Our findings show that the major...

  Pełny tekst do pobrania w portalu

• Justyna Signerska-Rynkowska dr inż.

  Osoby

  Instytut Matematyki Stosowanej

  Since 2021 visiting assistant professor in Dioscuri Centre in Topological Data Analysis (Institute of Mathematics of the Polish Academy of Sciences, IMPAN)  Since 2016   assistant professor at Gdańsk University of Technology, Faculty of Applied Physics and                      Mathematics, Department of Differential Equations and Mathematics Applications  2020 - 2023  Principal Investigator in "SONATA" grant “Challenges of low-dimensional...

• Interpretation and modeling of emotions in the management of autonomous robots using a control paradigm based on a scheduling variable

  Publikacja

  • Z. Kowalczuk
  • M. Czubenko
  • T. Merta

  - ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - Rok 2020

  The paper presents a technical introduction to psychological theories of emotions. It highlights a usable ideaimplemented in a number of recently developed computational systems of emotions, and the hypothesis thatemotion can play the role of a scheduling variable in controlling autonomous robots. In the main part ofthis study, we outline our own computational system of emotion – xEmotion – designed as a key structuralelement in...

  Pełny tekst do pobrania w portalu

• Lessons learned from developing an Industry 4.0 mobile process management system supported by Artificial Intelligence

  Publikacja

  • M. Kalinowski
  • P. Weichbroth

  - Informatyka Ekonomiczna. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu - Rok 2022

  Research, development and innovation (RDI) projects are undertaken in order to improve existing, or develop new, more efficient products and services. Moreover, the goal of innovation is to produce new knowledge through research, and disseminating it through education and training. In this line of thinking, this paper reports and discusses the lessons learned from the undertaken project, regarding three areas: machine learning...

  Pełny tekst do pobrania w portalu

• Mathematical Modeling of Dissolved Matter Transport with Biodegradation in Activated-Sludge Systems

  Publikacja

  • P. Zima

  - Rok 2011

  W pracy przedstawiono problem matematycznego modelowania transportu substancji rozpuszczonej z biodegradacją w systemach z osadem czynnym. Przedstawione zostały główne równania opisujące proces transportu adwekcyjno-dyspersyjnego wraz z modelem biokinetycznym ASM2d, opisującym procesy przemian pod wpływem osadu czynnego. W artykule przedstawiono wyniki symulacji numerycznych odtwarzających testy laboratoryjne przeprowadzone w nieprzepływowych...

• Technical Engine for Democratization of Modeling, Simulations, and Predictions

  Publikacja

  • J. Zander
  • P. J. Mosterman

  - Rok 2012

  Computational science and engineering play a critical role in advancing both research and daily-life challenges across almost every discipline. As a society, we apply search engines, social media, and se- lected aspects of engineering to improve personal and professional growth. Recently, leveraging such aspects as behavioral model analysis, simulation, big data extraction, and human computation is gain- ing momentum. The nexus...

• Hossein Nejatbakhsh Esfahani Dr.

  Osoby

  My research interests lie primarily in the area of Learning-based Safety-Critical Control Systems, for which I leverage the following concepts and tools:-Robust/Optimal Control-Reinforcement Learning-Model Predictive Control-Data-Driven Control-Control Barrier Function-Risk-Averse Controland with applications to:-Aerial and Marine robotics (fixed-wing UAVs, autonomous ships and underwater vehicles)-Multi-Robot and Networked Control...

• Optimizing control by robustly feasible model predictive control and application to drinking water distribution systems

  Publikacja

  • N. T. Vu
  • M. Brdyś

  - Journal of Artificial Intelligence and Soft Computing Research - Rok 2011

  The paper considers optimizing Model Predictive Control (MPC) for nonlinear plants with output constraints under uncertainties. Although the MPC technology can handle the constraints in the model by solving constraint model based optimization task, satisfying the plant output constraints under the model uncertainty still remains a challenge. The paper proposes Robustly Feasible MPC (RFMPC), which achieves feasibility of the outputs...

  Pełny tekst do pobrania w portalu

• Ultracapacitor modeling and control with discrete fractional order artificial neural network

  Publikacja

  • G. Sarwas
  • D. Sierociuk
  • A. Dzielinski

  - Rok 2012

  Pełny tekst do pobrania w serwisie zewnętrznym

• Mohsan Ali Master of Science in Computer Science

  Osoby

  Mohsan Ali is a researcher at the University of the Aegean. He won the Marie-Curie Scholarship in 2021 in the field of open data ecosystem (ODECO) to pursue his PhD degree at the University of the Aegean. Currently, he is working on the technical interoperability of open data in the information systems laboratory; this position is funded by ODECO. His areas of expertise are open data, open data interoperability, data science, natural...

• University Students’ Research on Artificial Intelligence and Knowledge Management. A Review and Report of Multi-case Studies

  Publikacja

  • M. Owoc
  • P. Weichbroth

  - Rok 2021

  Leading technologies are very attractive for students preparing their theses as the completion of their studies. Such an orientation of students connected with professional experiences seems to be a crucial motivator in the research in the management and business areas where these technologies condition the development of professional activities. The goal of the paper is the analysis of students’ thesis topics defended in the last...

  Pełny tekst do pobrania w portalu

• Annual Review of Control Robotics and Autonomous Systems

  Czasopisma

  eISSN: 2573-5144

• Implementing artificial intelligence in forecasting the risk of personal bankruptcies in Poland and Taiwan

  Publikacja

  • T. Korol
  • A. Fotiadis

  - Oeconomia Copernicana - Rok 2022

  Research background: The global financial crisis from 2007 to 2012, the COVID-19 pandemic, and the current war in Ukraine have dramatically increased the risk of consumer bankruptcies worldwide. All three crises negatively impact the financial situation of households due to increased interest rates, inflation rates, volatile exchange rates, and other significant macroeconomic factors. Financial difficulties may arise when the...

  Pełny tekst do pobrania w portalu

• Artificial intelligence models in prediction of response to cardiac resynchronization therapy: a systematic review

  Publikacja

  • W. Nazar
  • S. Szymanowicz
  • K. Nazar
  • D. Kaufmann
  • E. Wabich
  • R. Braun‑Dullaeus
  • L. Daniłowicz‑Szymanowicz

  - HEART FAILURE REVIEWS - Rok 2023

  The aim of the presented review is to summarize the literature data on the accuracy and clinical applicability of artificial intelligence (AI) models as a valuable alternative to the current guidelines in predicting cardiac resynchronization therapy (CRT) response and phenotyping of patients eligible for CRT implantation. This systematic review was performed...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Computational Approaches to Modeling Artificial Emotion – An Overview of the Proposed Solutions

  Publikacja

  • Z. Kowalczuk
  • M. Czubenko

  - FRONTIERS IN ROBOTICS AND AI - Rok 2016

  Cybernetic approach to modeling artificial emotion through the use of different theories of psychology is considered in this paper, presenting a review of twelve proposed solutions: ActAffAct, FLAME, EMA, ParleE, FearNot!, FAtiMA, WASABI, Cathexis, KARO, MAMID, FCM, and xEmotion. The main motivation for this study is founded on the hypothesis that emotions can play a definite utility role of scheduling variables in the construction...

  Pełny tekst do pobrania w portalu

• 2022/2023_zima SCADA Systems in Automatic Control

  Kursy Online

  • P. A. Kaczmarek

  SCADA Systems in Automatic Control - project materials

• 2021/2022_zima SCADA Systems in Automatic Control

  Kursy Online

  • K. Stawiarski
  • P. A. Kaczmarek

  SCADA Systems in Automatic Control - project materials

• Remote monitoring and control of technical systems using internet network technology

  Publikacja

  • M. Porzeziński
  • L. Mazurkiewicz

  - Rok 2005

  Poruszono problem monitorowania stanu rozproszonych obiektów echnicznych. Przedstawiono możliwości zastosowania do tego celu technologii sieci Internet i rodziny protokołów TCP/IP. Omówiono koncepcję wykorzystania takich standardów jak: TCP, UDP, HTTP, SNMP oraz języków programowania Java i PHP. Zwrócono uwagę na aspekty bezpieczeństwa sieciowego. Przedstawiono przykład realizacji dużego systemu zdalnego zarządzania systemem central...

• Enhancing Facial Palsy Treatment through Artificial Intelligence: From Diagnosis to Recovery Monitoring

  Publikacja

  • A. Górecki
  • M. Mazur-Milecka

  - Rok 2024

  The objective of this study is to develop and assess a mobile application that leverages artificial intelligence (AI) to support the rehabilitation of individuals with facial nerve paralysis. The application features two primary functionalities: assessing the paralysis severity and facilitating the monitoring of rehabilitation exercises. The AI algorithm employed for this purpose was Google's ML Kit “face-detection”. The classification...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Electromagnetic Modeling of Microstrip Elements Aided with Artificial Neural Network

  Publikacja

  • Ł. Sorokosz
  • W. Zieniutycz

  - Rok 2020

  The electromagnetic modeling principle aided withartificial neural network to designing the microwave widebandelements/networks prepared in microstrip technology is proposedin the paper. It is assumed that the complete information is knownfor the prototype design which is prepared on certain substratewith certain thickness and electric permittivity. The longitudinaland transversal dimensions of new design...

  Pełny tekst do pobrania w portalu

• Automatics and control of technical processes

  Kursy Online

  • B. Szulczyński

• Data and codes accompanying the paper: Parteka A., Kordalska A. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data". Technovation, Volume 125, July 2023, 102764

  Dane Badawcze

  open access

  • A. Parteka
  • A. Kordalska

  The folder contains the data and codes used in the analysis described in the paper:  Parteka A., Kordalska A.  (2023) Artificial intelligence and productivity: global evidence from AI patent and bibliometric data.  Technovation, Volume 125, July 2023, 102764

• Artificial Intelligence and Computational Issues in Engineering Applications

  Publikacja

  • K. Grabowska
  • J. Krzywanski
  • M. Sosnowski
  • D. Skrobek

  - ENTROPY - Rok 2022

  Pełny tekst do pobrania w serwisie zewnętrznym

• Applying artificial intelligence for cellular networks optimization

  Publikacja

  • O. Semenova
  • A. Semenov
  • O. Bisikalo
  • V. Kucheruk
  • P. Kulakov
  • R. Romaniuk
  • P. Komada
  • K. Nurseitova
  • R. S. Romaniuk

  - Rok 2019

  Pełny tekst do pobrania w serwisie zewnętrznym