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Готові списки джерел за темами / Cluster Analysis: Basic Concepts and Methods / Книги

Книги з теми "Cluster Analysis: Basic Concepts and Methods"

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Автор: Grafiati

Опубліковано: 27 липня 2024

Оновлено: 28 липня 2024

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1

Watson, James V. Flow cytometry data analysis: Basic concepts and statistics. Cambridge: Cambridge University Press, 1992.

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2

Jensen, Kurt. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. Berlin, Heidelberg: Springer Berlin Heidelberg, 1992.

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3

Jensen, Kurt. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. Berlin, Heidelberg: Springer Berlin Heidelberg, 1996.

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4

Jensen, Kurt. Coloured Petri Nets, Vol. 3: Basic Concepts, Analysis Methods and Practical Use. Berlin: Springer, 1997.

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5

Jensen, K. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. 2nd ed. Berlin: Springer, 1997.

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6

Jensen, K. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. 2nd ed. Berlin: Springer, 1996.

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7

Jensen, K. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. Berlin: Springer-Verlag, 1992.

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8

Jensen, Kurt. Coloured Petri Nets, Vol. 3: Basic Concepts, Analysis Methods and Practical Use. Berlin, Heidelberg: Springer Berlin Heidelberg, 1997.

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9

Byrne, Barbara M. Structural equation modeling with EQS and EQS/Windows: Basic concepts, applications, and programming. Thousand Oaks: Sage Publications, 1994.

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10

Edwards, Steven F. An economics primer for coastal zone management: Basic concepts and methods from microeconomics, public finance, and environmental and resource economics. Woods Hole, Mass: Woods Hole Oceanographic Institution, 1986.

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11

Byrne, Barbara M. Structural equation modeling with EQS: Basic concepts, applications and programming. 2nd ed. Mahwah, NJ: Lawrence Erlbaum Associates, 2005.

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12

Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Mahwah, N.J: L. Erlbaum Associates, 1998.

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13

Panteleev, Andrey, Natal'ya Savost'yanova, and Natal'ya Fedorova. Mathematical analysis. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1077332.

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Анотація:

The manual contains a brief statement of the course of mathematical analysis. In contrast to existing academic literature textbook starts with a Chapter on "Basic mathematics" that covers arithmetic and algebra, i.e. the essential information needed when solving problems of higher mathematics. Along with theoretical material all the sections are accompanied by a number of examples, including illustrating the geometric and economic meanings of the introduced concepts, methods and algorithms for solving mathematical, engineering and economic challenges. Given tasks for independent solving with answers. Meets the requirements of Federal state educational standards of higher education of the last generation. For students of higher educational institutions studying the discipline "Mathematical analysis" and "Higher mathematics" and receive education on the directions of science, engineering and technology, Informatics and Economics (bachelor and master). Can be used by individuals engaged in self-education.

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14

Zhukova, Galina, and Margarita Rushaylo. The mathematical analysis. Volume 2. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1072172.

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Анотація:

The aim of the tutorial is to help students to master the basic concepts and methods of the study of calculus. In volume 2 we study analytic geometry in space; differential calculus of functions of several variables; local, conditional, global extrema of functions of several variables; multiple, curvilinear and surface integrals; elements of field theory; numerical, power series, Taylor series and Maclaurin, and Fourier series; applications to the analysis and solution of applied problems. Great attention is paid to comparison of these methods, the proper choice of study design tasks, analyze complex situations that arise in the study of these branches of mathematical analysis. For self-training and quality control knowledge given test questions. For teachers, students and postgraduate students studying mathematical analysis.

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15

Zhukova, Galina, and Margarita Rushaylo. The mathematical analysis. Volume 1. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1072169.

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Анотація:

The aim of the tutorial is to help students to master the basic concepts and methods of the study of calculus. Volume 1 explores the following topics: theory of sets, theory of limits; differential calculus of functions of one variable; investigation of the properties of functions and graphing; integral calculus of functions of one real variable (indefinite, definite and improper integrals), the technique of integration; hyperbolic functions; applications to the analysis and solution of practical problems. These topics are studied in universities, as a rule, in the first semester in the framework of self-discipline "Mathematical analysis" or the course "Higher mathematics", "Mathematics". Great attention is paid to comparison of these methods, the proper choice of study design tasks, analyze complex situations that arise in the study of these branches of mathematical analysis. For teachers, students and postgraduate students studying mathematical analysis.

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16

Zhukova, Galina. Mathematical methods for management decisions. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1084987.

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Анотація:

The purpose of this manual is to help students to master basic concepts and research methods used in the theory of optimal control. The foundations of mathematical modeling. Systematic mathematical methods for managerial decision-making in linear, nonlinear and dynamic problems of optimal socio-economic processes. Each section contains numerous examples of the application of these methods to solve applied problems. Much attention is paid to comparison of the proposed methods, a proper choice of study design problems, case studies and analysis of complex situations that arise in the study of these topics theory of decision-making, methods of optimal control. It is recommended that teachers, students and graduate students studying advanced mathematics.

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17

Strel'nikov, Viktor, and Natal'ya Chernysheva. Analysis and forecast of environmental pollution. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1030338.

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Анотація:

The proposed textbook deals with various aspects of the analysis, prediction and evaluation of various types of impacts on the environment. It is intended to provide future ecologists with an idea of the main types of habitats of living organisms, the main types of impacts on environmental components, methods of sampling in different environments, as well as their analysis. The basic concepts of environmental impact assessment on environmental components, environmental forecasting and modeling are analyzed. For undergraduate students of higher educational institutions in the field of "Ecology and nature Management". It may be of some interest to specialists of related specialties.

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18

Zhukova, Galina, and Margarita Rushaylo. Mathematical analysis in examples and tasks. Part 1. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1072156.

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Анотація:

The purpose of the textbook is to help students to master basic concepts and research methods used in mathematical analysis. In part 1 of the proposed cycle of workshops on the following topics: theory of sets, theory of limits, theory of continuous functions; differential calculus of functions of one variable, its application to the study of the properties of functions and graph; integral calculus of functions of one variable: indefinite, definite, improper integrals; hyperbolic functions; applications of integral calculus to the analysis and solution of practical problems. For the development of each topic the necessary theoretical and background material, reviewed a large number of examples with detailed analysis and solutions, the options for independent work. For self-training and quality control of the obtained knowledge provides exercises and problems with answers and guidance. For teachers, students and postgraduate students studying advanced mathematics.

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19

Zhukova, Galina, and Margarita Rushaylo. Mathematical analysis in examples and tasks. Part 2. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1072162.

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Анотація:

The purpose of the textbook is to help students to master basic concepts and research methods used in mathematical analysis. In part 2 of the proposed cycle of workshops on the following topics: analytic geometry in space; differential calculus of functions of several variables; local, conditional, global extrema of functions of several variables; multiple, curvilinear and surface integrals; elements of field theory; numerical, power series, Fourier series; applications to the analysis and solution of applied problems. These topics are studied in universities, usually in the second semester in the discipline "Mathematical analysis" or the course "Higher mathematics", "Mathematics". For the development of each topic the necessary theoretical and background material, reviewed a large number of examples with detailed analysis and solutions, the options for independent work. For self-training and quality control of the acquired knowledge in each section designed exercises and tasks with answers and guidance. It is recommended that teachers, students and graduate students studying advanced mathematics.

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20

Vlasov, Dmitriy, Nikolay Tihomirov, and Evgeniy Smirnov. Introduction to Game Theory. ru: INFRA-M Academic Publishing LLC., 2022. http://dx.doi.org/10.12737/1513124.

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Анотація:

The textbook discusses the basic concepts of classical game theory in a simple and accessible form and presents its applications in the practice of decision-making. Particular attention is paid to the logic of game-theoretic analysis of economic situations that require quantitative justification of decisions. The considered game models and methods of their research, including logical and mathematical apparatus, have distinct and understandable economic applications for undergraduate students. Meets the requirements of the federal state educational standards of higher education of the latest generation. It is addressed to undergraduate students of economic and managerial fields who need to get acquainted with the basic concepts of game theory, but it can be useful to students of other fields of study, as well as to anyone who has a lack of competence in the field of decision-making techniques and methods.

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21

Menyaev, Mihail. Digital economy enterprises. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1045031.

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Анотація:

The tutorial allows you to learn basic scientific concepts in the field of formation and application of digital economy in the enterprise, to the organization skills of the digital space in the enterprise management system. The analysis of economic methods of formation and active use of Internet resources in the organization of high-tech industry and business. Meets the requirements of Federal state educational standards of higher education of the last generation. Intended for students of higher educational institutions studying the digital economy, innovation, management, industrial and logistics network, trained on a direction of preparation of bachelors in "mechanical engineering".

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22

Zhukova, Galina. Differential equations. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1072180.

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Анотація:

The textbook presents the theory of ordinary differential equations constituting the subject of the discipline "Differential equations". Studied topics: differential equations of first, second, arbitrary order; differential equations; integration of initial and boundary value problems; stability theory of solutions of differential equations and systems. Introduced the basic concepts, proven properties of differential equations and systems. The article presents methods of analysis and solutions. We consider the applications of the obtained results, which are illustrated on a large number of specific tasks. For independent quality control mastering the course material suggested test questions on the theory, exercises and tasks. It is recommended that teachers, postgraduates and students of higher educational institutions, studying differential equations and their applications.

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23

Gagarina, Larisa, Elena Akimova, Anton Garaschenko, Ilona Kapitanova, Martin Tihonov, and Larisa Gagarina. Software design. ru: INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1893880.

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Анотація:

The basic concepts and definitions, classification of software, stages of software product creation within the life cycle are considered, the current state of software product development technologies is highlighted. The existing approaches to assessing the quality of software creation processes are described, requirements analysis and definition of software specifications are performed. Much attention is paid to the issues of software design, its reliability, and collective development using modern version control systems. The theoretical material is accompanied by a workshop in the form of laboratory work on the stated topic. Meets the requirements of the federal state educational standards of higher education of the latest generation. For students and teachers of higher educational institutions of technical profile, as well as for specialists of any subject area who have shown interest in the current state of programming methods and tools.

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24

Pikovskiy, Yuriy, Nariman Ismailov, Marina Dorohova, S. V. Goryachkin, and A. P. Haustov. Fundamentals of oil and gas geoecology. ru: INFRA-M Academic Publishing LLC., 2022. http://dx.doi.org/10.12737/1812652.

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Анотація:

The textbook highlights the basic concepts and provisions of oil and gas geoecology: the impact on the biosphere of oil, hydrocarbon gas, petroleum products and related substances. The first section examines the composition, properties and toxicology of carbonaceous substances and their geochemical satellites, as well as their natural and man-made sources in the biosphere. The second section is devoted to the analysis of oil and gas technogenesis — changes in the atmosphere, soils, vegetation, surface and groundwater and the marine environment that occur under the influence of oil and gas production. The third section discusses the issues of self-restoration and reclamation of soil and aquatic ecosystems contaminated with oil and petroleum products. The fourth section discusses the main methods of environmental protection in the conditions of oil and gas production and processing. The material is based on many years of original research by the authors and data from modern scientific sources and meets the requirements of the federal state educational standards of higher education of the latest generation. It is intended for students of higher educational institutions, specialists of environmental organizations of the oil and gas industry, as well as for a wide range of readers.

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25

“Data Mining Concepts & Techniques”. 3rd ed. Morgan Kaufmann Publishers, 2011.

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26

Bezdek, James C. Elementary Cluster Analysis: Four Basic Methods That Work. River Publishers, 2021.

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27

Bezdek, James C. Elementary Cluster Analysis: Four Basic Methods That Work. River Publishers, 2021.

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28

Bezdek, James C. Elementary Cluster Analysis: Four Basic Methods That Work. River Publishers, 2022.

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29

Bezdek, James C. Elementary Cluster Analysis: Four Basic Methods That Work. River Publishers, 2022.

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30

Primer on Cluster Analysis: 4 Basic Methods That Work. First Edition Design Publishing, 2017.

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31

Willard, Cheryl Ann. Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis. Taylor & Francis Group, 2020.

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32

Willard, Cheryl Ann. Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis. Taylor & Francis Group, 2020.

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33

Wilhelmi, Bernd, and Kurt Jensen. Coloured Petri Nets: Basic Concepts, Analysis Methods and Practical Use. Springer, 2011.

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34

Willard, Cheryl Ann. Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis. Taylor & Francis Group, 2020.

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35

Willard, Cheryl Ann. Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis. Taylor & Francis Group, 2020.

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36

V, Watson James. Flow Cytometry Data Analysis: Basic Concepts and Statistics. Cambridge University Press, 2009.

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37

V, Watson James. Flow Cytometry Data Analysis: Basic Concepts and Statistics. Cambridge University Press, 2011.

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38

Jensen, Kurt. Coloured Petri Nets, Vol. 1: Basic Concepts, Analysis Methods and Practical Use. 2nd ed. Springer, 2003.

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39

Jensen, Kurt. Coloured Petri Nets, Vol. 2: Basic Concepts, Analysis Methods and Practical Use. Springer, 1995.

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40

Jensen, Kurt. Coloured Petri Nets: Basic Concepts, Analysis Methods and Practical Use. Volume 2. Springer, 2010.

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41

C, Gupta S. Classical Stefan Problem: Basic Concepts, Modelling and Analysis with Quasi-Analytical Solutions and Methods. Elsevier, 2017.

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42

Classical Stefan Problem: Basic Concepts, Modelling and Analysis with Quasi-Analytical Solutions and Methods. Elsevier, 2017.

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43

Kaloyerou, Panayiotis Nicos. Basic Concepts of Data and Error Analysis: With Introductions to Probability and Statistics and to Computer Methods. Springer, 2018.

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44

Byrne, Barbara M. Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming, Second Edition. Taylor & Francis Group, 2013.

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45

Byrne, Barbara M. Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming, Second Edition. Taylor & Francis Group, 2013.

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46

Byrne, Barbara M. Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. Taylor & Francis Group, 2013.

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47

Byrne, Barbara M. Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. Taylor & Francis Group, 2013.

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48

Byrne, Barbara M. Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. Taylor & Francis Group, 2013.

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49

Byrne, Barbara M. Structural Equation Modeling with EQS and EQS/WINDOWS: Basic Concepts, Applications, and Programming. SAGE Publications, Incorporated, 2012.

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50

Byrne, Barbara M. Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. Taylor & Francis Group, 2013.

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