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1

Murtagh, Fionn. Multidimensional clustering algorithms. Vienna: Physica-Verlag, 1985.

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2

1952-, Blakely Jeffrey A., and Bennett W. J, eds. Analysis and publication of ceramics: The computer data-base in archaeology. Oxford, England: B.A.R., 1989.

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3

Sivertun, Åke. Geographical Information Systems (GIS) as a tool for analysis and communication of multidimensional data. Umeå, Sweden: Dept. of Geography, University of Umeå, 1993.

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4

Adam, Pintz, and United States. National Aeronautics and Space Administration., eds. Ceramic material life prediction: A program to translate ANSYS results to CARES/LIFE reliability analysis : final report. [Washington, DC: National Aeronautics and Space Administration, 1994.

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5

Grigor'ev, Anatoliy, and Evgeniy Isaev. Methods and algorithms of data processing. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1032305.

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The tutorial deals with selected methods and algorithms of data processing, the sequence of solving problems of processing and analysis of data to create models behavior of the object taking into account all the components of its mathematical model. Describes the types of technological methods for the use of software and hardware for solving problems in this area. The algorithms of distributions, regressions vremenny series, transform them with the aim of obtaining mathematical models and prediction of the behavior information and economic systems (objects). The second edition is supplemented by materials that are in demand by researchers in the part of the correct use of clustering algorithms. Are elements of the classification algorithms to identify their capabilities, strengths and weaknesses. Are the procedures of justification and verify the adequacy of the results of the cluster analysis, conducted a comparison and evaluation of different clustering techniques, given information about visualization of multidimensional data and examples of practical application of clustering algorithms. Meets the requirements of Federal state educational standards of higher education of the last generation. For students of economic specialties, specialists, and graduate students.
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6

Babeshko, Lyudmila, and Irina Orlova. Econometrics and econometric modeling in Excel and R. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1079837.

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The textbook includes topics of modern econometrics, often used in economic research. Some aspects of multiple regression models related to the problem of multicollinearity and models with a discrete dependent variable are considered, including methods for their estimation, analysis, and application. A significant place is given to the analysis of models of one-dimensional and multidimensional time series. Modern ideas about the deterministic and stochastic nature of the trend are considered. Methods of statistical identification of the trend type are studied. Attention is paid to the evaluation, analysis, and practical implementation of Box — Jenkins stationary time series models, as well as multidimensional time series models: vector autoregressive models and vector error correction models. It includes basic econometric models for panel data that have been widely used in recent decades, as well as formal tests for selecting models based on their hierarchical structure. Each section provides examples of evaluating, analyzing, and testing models in the R software environment. Meets the requirements of the Federal state educational standards of higher education of the latest generation. It is addressed to master's students studying in the Field of Economics, the curriculum of which includes the disciplines Econometrics (advanced course)", "Econometric modeling", "Econometric research", and graduate students."
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7

Varlamov, Oleg. Mivar databases and rules. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1508665.

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The multidimensional open epistemological active network MOGAN is the basis for the transition to a qualitatively new level of creating logical artificial intelligence. Mivar databases and rules became the foundation for the creation of MOGAN. The results of the analysis and generalization of data representation structures of various data models are presented: from relational to "Entity — Relationship" (ER-model). On the basis of this generalization, a new model of data and rules is created: the mivar information space "Thing-Property-Relation". The logic-computational processing of data in this new model of data and rules is shown, which has linear computational complexity relative to the number of rules. MOGAN is a development of Rule - Based Systems and allows you to quickly and easily design algorithms and work with logical reasoning in the "If..., Then..." format. An example of creating a mivar expert system for solving problems in the model area "Geometry"is given. Mivar databases and rules can be used to model cause-and-effect relationships in different subject areas and to create knowledge bases of new-generation applied artificial intelligence systems and real-time mivar expert systems with the transition to"Big Knowledge". The textbook in the field of training "Computer Science and Computer Engineering" is intended for students, bachelors, undergraduates, postgraduates studying artificial intelligence methods used in information processing and management systems, as well as for users and specialists who create mivar knowledge models, expert systems, automated control systems and decision support systems. Keywords: cybernetics, artificial intelligence, mivar, mivar networks, databases, data models, expert system, intelligent systems, multidimensional open epistemological active network, MOGAN, MIPRA, KESMI, Wi!Mi, Razumator, knowledge bases, knowledge graphs, knowledge networks, Big knowledge, products, logical inference, decision support systems, decision-making systems, autonomous robots, recommendation systems, universal knowledge tools, expert system designers, logical artificial intelligence.
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8

Tihonova, Elena, Elena Dianina, Vasiliy Egorov, and Elena Karpova. Social management of career guidance activities in educational institutions of a modern metropolis. ru: INFRA-M Academic Publishing LLC., 2022. http://dx.doi.org/10.12737/1872851.

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The monograph is devoted to the analysis of the theoretical and methodological foundations of the study of the management system of professional orientation of high school students of general education institutions in the conditions of a modern metropolis. The central place in the work is occupied by the author's structural and functional model of management of the system of career guidance. A large theoretical material based on the results of the author's research is presented, which allows to formulate and substantiate a number of new scientific provisions that open up a promising direction in the study of the problems of career guidance in the mainstream of management sociology. The results of a multidimensional analysis of the data of the author's empirical studies of the influence of macro- and microsocial factors on the effectiveness of career guidance management in educational institutions of the modern Russian metropolis on the example of Moscow are presented. It is intended for a wide range of specialists in the field of sociology of management, pedagogy, sociology of education, as well as for heads of sociological services, teachers, graduate students, students, anyone interested in the issues of professional orientation of young people in a modern metropolis.
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9

M, Amabile Teresa, Singer Jill, Chedd-Angier Production Company (U.S.)., Consort for Mathematics and its Applications, Inc., and Magic Lantern Communications, eds. Multidimensional data analysis [videorecording]. Oakville, Ont. :bMagic Lantern Communications Ltd, 1989.

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10

Bhattacharyya, Siddhartha, Sourav De, Paramartha Dutta, and Indrajit Pan. Intelligent Multidimensional Data Clustering and Analysis. IGI Global, 2017.

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11

Nicholas, Charles, Marc Teboulle, and Jacob Kogan. Grouping Multidimensional Data: Recent Advances in Clustering. Springer, 2010.

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12

Grouping Multidimensional Data: Recent Advances in Clustering. Springer, 2006.

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13

Odondi, Maurice Jacob. Multidimensional analysis of successive categories (rating) data by dual scaling. 1997.

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14

Developments in Multidimensional Spatial Data Models Lecture Notes in Geoinformation and Cartography. Springer-Verlag Berlin and Heidelberg GmbH &, 2013.

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15

Multidimensional data analysis: Proceedings of a workshop, Pembroke College, Cambridge University, England, June 30-July 2, 1985. Leiden: DSWO Press, 1986.

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16

Betti, Gianni. Analysis of Socio-Economic Conditions: Insights from a Fuzzy Multidimensional Approach. Taylor & Francis Group, 2022.

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17

Inselberg, Alfred. Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer London, Limited, 2009.

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18

Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer, 2008.

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19

Inselberg, Alfred. Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer New York, 2017.

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20

Ashby, F. Gregory, and Fabian A. Soto. Multidimensional Signal Detection Theory. Edited by Jerome R. Busemeyer, Zheng Wang, James T. Townsend, and Ami Eidels. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199957996.013.2.

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Multidimensional signal detection theory is a multivariate extension of signal detection theory that makes two fundamental assumptions, namely that every mental state is noisy and that every action requires a decision. The most widely studied version is known as general recognition theory (GRT). General recognition theory assumes that the percept on each trial can be modeled as a random sample from a multivariate probability distribution defined over the perceptual space. Decision bounds divide this space into regions that are each associated with a response alternative. General recognition theory rigorously defines and tests a number of important perceptual and cognitive conditions, including perceptual and decisional separability and perceptual independence. General recognition theory has been used to analyze data from identification experiments in two ways: (1) fitting and comparing models that make different assumptions about perceptual and decisional processing, and (2) testing assumptions by computing summary statistics and checking whether these satisfy certain conditions. Much has been learned recently about the neural networks that mediate the perceptual and decisional processing modeled by GRT, and this knowledge can be used to improve the design of experiments where a GRT analysis is anticipated.
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21

Polk, Jonathan, and Jan Rovny. Welfare Democracies and Multidimensional Party Competition in Europe. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198807971.003.0002.

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This chapter explains the relationship between the four European worlds of welfare democracies (Nordic, continental, southern, and Anglo-Saxon) and multidimensional party competition. It systematically examines the variation of the relationship between party positions and salience on economic and cultural politics. The expectation is that southern political economies facilitate closer association between economic and cultural issues, whereas Nordic welfare states produce party systems where competition between mainstream parties is defined by economic politics. The continental political economies stand between the two extremes. The argument is tested with the most recent (2014) waves of data from the Chapel Hill Expert Survey and the European Elections Studies. The analysis suggests different political opportunity structures, and consequently different behavior of radical challenger parties of western Europe. Here, the diverse political economies again correlate with the flavors of radicalism.
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22

Tenney, James. John Cage and the Theory of Harmony. Edited by Larry Polansky, Lauren Pratt, Robert Wannamaker, and Michael Winter. University of Illinois Press, 2017. http://dx.doi.org/10.5406/illinois/9780252038723.003.0012.

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James Tenney examines some of John Cage's theoretical ideas and their possible implications for a new theory of harmony that he argues requires new definitions of “harmony,” “harmonic relations,” etc.; such definitions, he contends, will emerge from a more careful analysis of the “total soundspace” of musical perception. Tenney begins with a discussion of the current disparity between harmonic theory and compositional practice before explaining what a true theory of harmony should be: a theory of harmonic perception (one component in a more general theory of musical perception) consistent with the most recent data available from the fields of acoustics and psychoacoustics but also taking into account the extended range of musical experiences available to us today. Tenney outlines the conditions that such a theory ought to satisfy and goes on to consider a multidimensional space of pitch perception called harmonic space.
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23

Sudra, Paweł. Rozpraszanie i koncentracja zabudowy na przykładzie aglomeracji warszawskiej po 1989 roku = Dispersion and concentration of built-up areas on the example of the Warsaw agglomeration after 1989. Instytut Geografii i Przestrzennego Zagospodarowania im. Stanisława Leszczyckiego, Polska Akademia Nauk, 2020. http://dx.doi.org/10.7163/9788361590057.

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The research problem undertaken in the study is the occurrence of dispersed and concentrated built-up (in particular residential) area patterns caused by suburbanisation processes in a large urban agglomeration, on the example of the Warsaw metropolitan area. The research concerned the period after 1989, when the political and economic transformation in Poland began. The historical and contemporary socio-economic conditions of suburbanization and urban sprawl are described, which have the features of a spontaneous, chaotic dispersion, quite different than in Western countries. It is partly to blame for faulty spatial planning. The succession of urban development into rural areas is subordinated to the factors of the construction market. In the empirical part of the analysis, topographic data on all buildings in the urban agglomeration and databases on land use derived from satellite images were used to investigate settlement changes. A multidimensional study was carried out relating to various spatial scales, types of spatial relations and territorial units. Measures of spatial concentration of point patterns as well as landscape metrics were used for this purpose. The indicators used were subject to critical methodological evaluation afterwards. The study was performed in several temporal cross-sections. The locations of new development in agricultural, forest and wasteland areas have been identified. Finally, recommendations for the implementation of appropriate spatial policy and improvement of the spatial order in the Warsaw agglomeration were formulated
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24

Gaiha, Raghav, Raghbendra Jha, Vani S. Kulkarni, and Nidhi Kaicker. Diets, Nutrition, and Poverty. Edited by Ronald J. Herring. Oxford University Press, 2014. http://dx.doi.org/10.1093/oxfordhb/9780195397772.013.029.

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This chapter addresses a persistent tension in current debates over food security, with illustrative data from India. The case allows us to disaggregate concepts in food policy that are often lumped together, so as to better understand what is at stake in rapidly changing economies more generally. Despite rising incomes, there has been sustained decline in per capita nutrient intake in India in recent years. The assertion by Deaton and Dreze (2009) that poverty and undernutrition are unrelated is critically examined. A demand-based model in which food prices and expenditure played significant roles proved robust, while allowing for lower calorie “requirements” due to less strenuous activity patterns, life-style changes, and improvements in the epidemiological environment. This analysis provides reasons for not delinking nutrition and poverty; it confirms the existence of poverty-nutrition traps in which undernutrition perpetuates poverty. A new measure of child undernutrition that allows for multiple anthropometric failures (e.g., wasting, underweight, and stunting) points to much higher levels of undernutrition than conventional ones. Dietary changes over time, and their nutritional implications, have welfare implications at both ends of the income and social-status pyramids. Since poverty is multidimensional, money-metric indicators such as minimum income or expenditure are not reliable, because these cannot adequately capture all the dimensions. The emergent shift of the disease burden toward predominately food-related noncommunicable diseases (NCDs) poses an additional challenge. Finally, the complexity of normative issues in food policy is explored. Current approaches to food security have veered toward a “right-to-food” approach. There are, however, considerable problems with creating appropriate mechanisms for effectuating that right; these are explored briefly. Cash transfers touted to avoid administrative costs and corruption involved in rural employment guarantee and targeted food-distribution programs are likely to be much less effective if the objective is to enable large segments of the rural population to break out of nutrition-poverty traps. The chapter ends by exploring an alternative model, based on the same normative principle: a “right to policies,” or a “right to a right.”
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25

Durakov, I. A., and L. N. Mylnikova. At the Dawn of Metallurgy: Bronze Casting Production of the Ob-Irtysh Forest-Steppe Population in the Early Bronze Age. IAET SB RAS Publishing, 2021. http://dx.doi.org/10.17746/7803-0318-3.2021.

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Th e monograph is devoted to the problems of studying the bronze casting production of the Ust-Tartasskaya, the Odinovskaya and the Krotovskaya cultures of the Barabinsk forest-steppe Early Bronze Age. Th e work was carried out within the framework of an integrated analytical approach, which includes the use of traditional archaeological methods and data obtained as a result of the application of natural sciences methods. A method for determining the functional purpose of technical ceramics fragments is proposed. Th e archaeological context of the fi nds is described in detail and the characteristics of the bronze casting sites are given. Products of the foundry set of production equipment are represented by fragments of nozzles, molds and crucibles. For each item, full descriptions, analogies, the results of binocular analysis of molding masses and thermal studies are given. An assessment to the cultural, chronological and innovative traditions of bronze casting in certain periods of the Bronze Age is given. Th e book is addressed to specialists-archaeologists, ethnographers and everyone who is interested in the most ancient industries among the population of Siberia.
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26

Bitzinger, Richard A., ed. The Modern Defense Industry. ABC-CLIO, LLC, 2009. http://dx.doi.org/10.5040/9798400686597.

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Whether it’s guns and ammunition or multidimensional anti-terrorism systems, the defense industry is dynamic, complex, and ubiquitous. It is also mysterious, powerful, and controversial, involving thousands of players worldwide—from suppliers and producers to government and military procurers to shadowy figures that trade in the black market. This comprehensive, two-volume reference will explore, on a global scale, the various issues, concepts, problems, and controversies surrounding the rise of the modern defense industry. Unparalleled in its scope and insight, The Modern Defense Industry will prove invaluable to the industry's critics and champions alike. The phenomenon of a more-or-less permanent defense industry—especially one so wide in scale, breadth (air, sea, land, and space), technology, and geography—is still relatively new. Until now, its implications for politics, economics, and technology have not been adequately discussed in an authoritative, accessible format for scholars and researchers, business people, journalists, policymakers, and interested laymen. The Modern Defense Industry addresses the period from 1945 to the present, covering the United States, Europe, Russia, China, Israel, and other important arms-producing and arms-procuring countries. Including essays by experts from around the world, a glossary, data on firms and governments, laws and policies, primary documents, case studies, and a host of other elements, this set will be a unique resource for anyone interested in the arms industry. It will also offer penetrating insights into topics like international relations and diplomacy, arms proliferation, and contemporary politics. Volume I comprises chapters by experts in the field on topics like the relationship between the industry, military, and government; how new modes of warfare are changing the industry; the implications of globalization on the industry; the black and gray areas of the arms trade; and much more. Volume II features an extensive A-Z glossary of terms, lists of defense firms and government agencies, annotated primary documents, lists of leading defense contractors and key weapons systems, an analysis of key legislation, and professional organizations. The Modern Defense Industry sets the standard for state of the art overviews of an industry that has, for better or worse, come to infuse nearly every aspect of world affairs in the early twenty-first century.
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