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Books on the topic 'Model based classification'

Author: Grafiati

Published: 4 June 2021

Last updated: 1 February 2022

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1

McNicholas, Paul D. Mixture Model-Based Classification. Chapman and Hall/CRC, 2016. http://dx.doi.org/10.1201/9781315373577.

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2

Parsons, Byron Jeffrey. A classification theory-based information systems model. National Library of Canada = Bibliothèque nationale du Canada, 1992.

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3

Forcier, Michael W. Testing the implementation of a point-based classification system: A comparison of DOC initial classifications with the NIC model systems approach. Massachusetts Dept. of Correction, 1989.

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4

Vasil'eva, Natal'ya. Mathematical models in the management of copper production: ideas, methods, examples. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1014071.

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Presents the current status in modelling of metallurgical processes considered by the model the mathematical model used in the description of the processes of copper production and their classification. Set out a system of methods and models in the field of mathematical modeling of technological processes, including balance sheet, statistics, optimization models, forecasting models and predictive models. For specific technological processes are developed: the model of the balance of the cycle of pyrometallurgical production of copper, polynomial model for prediction of matte composition on the

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5

Mackay, David Scott. Knowledge based classification of higher order terrain objects on digital elevation models. National Library of Canada = Bibliothèque nationale du Canada, 1991.

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6

Len'kov, Roman. Social forecasting and planning. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1058988.

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The tutorial describes the preconditions of sociopragmatics research in Russia on the background of evolutionary processes of social prognostics of the twentieth century. Considered the essential characteristics of social forecasting, its subject and range of issues. Based on analysis of classification schemes methods of scientific forecasting offers the author's approach to classification of methods of social forecasting. Special attention is paid to the description of the characteristics, the specific application and selection procedure of the ways of making social predictions. Theoret

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7

Naumov, Vladimir. Consumer behavior. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1014653.

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The book describes the basic issues concerning consumer behavior on the basis of the simulation of the decision-making process on buying behavior of customers in the sales area of the store and shopping Internet sites.  The classification of models of consumer behavior, based on research in the area of economic, social and psychological theories and empirical evidence regarding decision-making by consumers when purchasing the goods, including online stores. Methods of qualitative and quantitative research of consumer behavior, fundamentals of statistical processing of empirical data. &#x

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8

Cevelev, Aleksandr. Material management of railway transport. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1064961.

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In the monograph reviewed the development of the inventory management of railway transport in the new economic environment of market economy.  According to the results of theoretical research, innovative and production potential of the supply system of railway transport the main directions and methods of transformation of the restructuring process under the corporate changes of JSC "RZD", positioned value system of the logistics of railway transportation, and developed a classification model used logistical resources.  Evaluation of activity of structural divisions of Russian Railw

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9

Serebryakov, Andrey, and Gennadiy Zhuravlev. Exploitation of oil and gas fields by horizontal wells. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/971768.

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The textbook describes the design features of offshore horizontal multi-hole production wells, as well as the bottom-hole components of horizontal multi-hole wells. The classification of complications of multi-hole horizontal wells, methods of their prevention and elimination are given. Methods of underground geonavigation of the development of offshore horizontal production wells are proposed. The geological and field bases of operation of horizontal offshore multi-hole oil and gas wells, modes and dynamics of oil, gas and associated water production, methods for calculating dynamic bottom-ho

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10

Raftery, Adrian E., Gilles Celeux, Charles Bouveyron, and T. Brendan Murphy. Model-Based Clustering and Classification for Data Science: With Applications in R. Cambridge University Press, 2019.

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11

Risk-based Approach to Hazardous Area Classification (Model Code of Safe Practice in the Petroleum Industry). Energy Institute, 1998.

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12

Dee, Vivien. VALIDATION OF A PATIENT CLASSIFICATION INSTRUMENT FOR PSYCHIATRIC PATIENTS BASED ON THE JOHNSON MODEL FOR NURSING (LOS ANGELES, CALIFORNIA). 1986.

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13

Del Giudice, Marco. Evolutionary Psychopathology. Oxford University Press, 2018. http://dx.doi.org/10.1093/med-psych/9780190246846.001.0001.

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This book presents a unified approach to evolutionary psychopathology, and advances an integrative framework for the analysis and classification of mental disorders based on the concepts of life history theory. The framework does not aim to replace existing evolutionary models of specific disorders—which are reviewed and critically discussed in the book—but to connect them in a broader perspective and explain the large-scale patterns of risk and comorbidity that characterize psychopathology. The life history framework permits a seamless integration of mental disorders with normative individual

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14

Widiger, Thomas A., and Whitney L. Gore. Diagnostic and Statistical Manual (DSM). Edited by C. Steven Richards and Michael W. O'Hara. Oxford University Press, 2014. http://dx.doi.org/10.1093/oxfordhb/9780199797004.013.016.

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This chapter provides a discussion of the American Psychiatric Association’s classification of mental disorders (DSM-I through DSM-5), with a particular emphasis on mood disorders and their classification and diagnosis. It begins with the rationale for having an official, authoritative diagnostic manual and then traces the history of the development of the first edition through the fourth edition (DSM-IV-TR, 2000). The authors then discuss fundamental issues concerning the fifth edition (DSM-5, 2013), including the definition of mental disorder, the empirical support for proposed revisions, th

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15

Glennan, Stuart. Mechanisms, Models, and Kinds. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198779711.003.0004.

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This chapter explores how mechanisms and their constituents can be classified into kinds. It argues for a weakly realist account of natural kinds—one which suggests that classification into kinds is based upon real similarities between instances of those kinds, but which denies that kinds have essences or have some reality apart from their instances. I introduce a models-first account of kinds, which suggests that two things are of the same kind to the extent that they can be represented by the same model. Because target entities can be represented by multiple models, they will belong to multi

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16

Systems Biology: Constraint-Based Reconstruction and Analysis. Cambridge University Press, 2015.

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17

Gordon, Kathryn H., Jill M. Holm-Denoma, Valerie J. Douglas, Ross Crosby, and Stephen A. Wonderlich. The Classification of Eating Disorders. Edited by W. Stewart Agras and Athena Robinson. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190620998.013.1.

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The purpose of this chapter is to elucidate the key issues regarding the classification of eating disorders. To this end, a review of nosological research in the area of eating disorders is presented, with a particular focus on empirically based techniques such as taxometric analysis, latent class analysis, and factor mixture modeling. This is followed by a section outlining areas of overlap between the current Diagnostic and Statistical Manual of Mental Disorders–Fifth Edition (DSM-5) eating disorder categories and their symptoms. Next, eating disorder classification models that are alternati

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18

Bromley, David G. Categorizing Religious Organizations. Edited by James R. Lewis and Inga Tøllefsen. Oxford University Press, 2016. http://dx.doi.org/10.1093/oxfordhb/9780190466176.013.1.

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The concepts of church and sect, along with the related terms of denomination and cult, have been central to religious group classification and theorizing about religious group organization by religion scholars. This classificatory system has been particularly problematic for scholars studying new religious movements. The chapter rehearses the origins and development of these concepts and then considers some of the newer and more inclusive relationally-based typologies that address the ongoing critiques of the church-sect model .

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19

Zachar, Peter. Epistemic iteration or paradigm shift: The case of personality disorder. Edited by Kenneth S. Kendler and Josef Parnas. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780198796022.003.0035.

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This chapter explores the concept of scientific progress by contrasting a gradual epistemic iteration approach to the classification of personality disorder with a revolutionary paradigm-shifting approach. Commitment to one or the other approach partly fueled disagreements about whether to adopt a dimensional model for personality disorder in DSM-5. One of the Scientific Review Committee’s concerns was that over-reliance on the preferences of small groups of experts will not support cumulative progress, rather; the trajectory will either resemble a random walk or it will “wobble” based on shif

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20

Abuella, Gihan, and Andrew Rhodes. Mechanical ventilation. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199687039.003.0024.

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Mechanical ventilation is used to assist or replace spontaneous respiration. Gas flow can be generated by negative pressure techniques, but it is positive pressure ventilation that is the most efficacious in intensive care. There are numerous pulmonary and extrapulmonary indications for mechanical ventilation, and it is the underlying pathology that will determine the duration of ventilation required. Ventilation modes can broadly be classified as volume- or pressure-controlled, but modern ventilators combine the characteristics of both in order to complement the diverse requirements of indivi

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21

Grounds, Robert O., and Andrew Rhodes. Mechanical ventilation. Oxford University Press, 2016. http://dx.doi.org/10.1093/med/9780199687039.003.0024_update_001.

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Mechanical ventilation is used to assist or replace spontaneous respiration. Gas flow can be generated by negative pressure techniques, but it is positive pressure ventilation that is the most efficacious in intensive care. There are numerous pulmonary and extrapulmonary indications for mechanical ventilation, and it is the underlying pathology that will determine the duration of ventilation required. Ventilation modes can broadly be classified as volume- or pressure-controlled, but modern ventilators combine the characteristics of both in order to complement the diverse requirements of indivi

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22

Patterson, Janet P. Aphasia Assessment. Edited by Anastasia M. Raymer and Leslie J. Gonzalez Rothi. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199772391.013.3.

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Theoretically grounded aphasia assessment that matches clinical practice settings is critical to planning intervention and assisting individuals with aphasia and their family members. This chapter begins with an overview of aphasia assessment in three historical periods: clinical description prior to 1935, standardized testing into the 1960s, and the postmodern era of multifaceted assessment. Topics in this section include aphasia classification; screening; assessing specific linguistic ability, functional communication, and quality of life; and assessment within cognitive neuropsychological a

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23

Bergmann, Carsten, Nadina Ortiz-Brüchle, Valeska Frank, and Klaus Zerres. The child with renal cysts. Edited by Neil Turner. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199592548.003.0305.

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Renal cysts of different aetiology are a common diagnosis in paediatric nephrology. The classification is usually based on the clinical picture, morphology, and family history. In syndromic forms, additional features have to be evaluated. Most common are cystic dysplastic kidneys with a broad phenotypic spectrum ranging from asymptomatic clinical courses in unilateral cases to severe, lethal manifestations in patients with considerable bilateral involvement. Simple cysts are rare. Polycystic kidneys are usually subdivided according to the mode of inheritance into autosomal recessive and autoso

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24

Yaneva, Albena. Crafting History. Cornell University Press, 2020. http://dx.doi.org/10.7591/cornell/9781501751820.001.0001.

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What constitutes an archive in architecture? What forms does it take? What epistemology does it perform? What kind of craft is archiving? This book provides answers and offers insights on the ontological granularity of the archive and its relationship with architecture as a complex enterprise that starts and ends much beyond the act of building or the life of a creator. In this book we learn how objects are processed and catalogued, how a classification scheme is produced, how models and drawings are preserved, and how born-digital material battles time and technology obsolescence. We follow t

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25

Curcio, Domenico, Igor Gianfrancesco, Corrado Meglio, Simone Trentini, Alina Preger, and Annalisa Pansini. Rischio di tasso di interesse del portafoglio bancario (IRRBB): evoluzione normativa ed implicazioni gestionai. AIFIRM, 2021. http://dx.doi.org/10.47473/2016ppa00025.

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The AIFIRM Commission on the interest rate risk in the banking book (IRRBB) has been established in a period of significant changes in the related prudential supervisory framework, which started in April 2016 with the publication of Basel Committe on Banking Supervision (BCBS)’s new standards. BCBS confirmed the secondpillar classification of IRRBB and introduced changes in its measurement approach. European regulation has already partially adopted these standards; the European Banking Authority (EBA) will issue specific technical standards and update its guidelines by March 2022. The Commissi

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26

Ferraty, Frédéric, and Yves Romain, eds. The Oxford Handbook of Functional Data Analysis. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780199568444.001.0001.

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This handbook presents the state-of-the-art of the statistics dealing with functional data analysis. With contributions from international experts in the field, it discusses a wide range of the most important statistical topics (classification, inference, factor-based analysis, regression modeling, resampling methods, time series, random processes) while also taking into account practical, methodological, and theoretical aspects of the problems. The book is organised into three sections. Part I deals with regression modeling and covers various statistical methods for functional data such as li

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27

El Refaie, Elisabeth. Visual Metaphor and Embodiment in Graphic Illness Narratives. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780190678173.001.0001.

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This study uses the analysis of visual metaphor in 35 graphic illness narratives—book-length stories about disease in the comics medium—in order to re-examine embodiment in traditional Conceptual Metaphor Theory (CMT) and propose the more nuanced notion of “dynamic embodiment.” Building on recent strands of research within CMT, and drawing on relevant concepts and findings from other disciplines, including psychology, phenomenology, social semiotics, and media theory, the book develops the argument that the experience of one’s own body is constantly adjusting to changes in one’s individual sta

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28

Dowd, Cate. Digital Journalism, Drones, and Automation. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780190655860.001.0001.

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Advances in online technology and news systems, such as automated reasoning across digital resources and connectivity to cloud servers for storage and software, have changed digital journalism production and publishing methods. Integrated media systems used by editors are also conduits to search systems and social media, but the lure of big data and rise in fake news have fragmented some layers of journalism, alongside investments in analytics and a shift in the loci for verification. Data has generated new roles to exploit data insights and machine learning methods, but access to big data and

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29

Karapapa, Stavroula. Defences to Copyright Infringement. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198795636.001.0001.

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Defences to copyright infringement have gained increased significance over the past twenty years. The fourth industrial revolution emerged with the development of innovative copy-reliant services and business models, transforming the way in which copyright works can be used, from digital learning methods to mass digitization initiatives, media monitoring services, image transformation tools, and content mining technologies. The lawfulness of such innovative services and business methods, which arguably have the potential to enhance public welfare, is dubious and challenges copyright law. EU co

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