Uncertainty In Data Envelopment Analysis

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Uncertainty in Data Envelopment Analysis

Author : Farhad Hosseinzadeh Lotfi
Publisher : Elsevier
ISBN 13 : 0323994458
Total Pages : 348 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Uncertainty in Data Envelopment Analysis by : Farhad Hosseinzadeh Lotfi

Download or read book Uncertainty in Data Envelopment Analysis written by Farhad Hosseinzadeh Lotfi and published by Elsevier. This book was released on 2023-05-19 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Classical data envelopment analysis (DEA) models use crisp data to measure the inputs and outputs of a given system. In cases such as manufacturing systems, production processes, service systems, etc., the inputs and outputs may be complex and difficult to measure with classical DEA models. Crisp input and output data are fundamentally indispensable in the conventional DEA models. If these models contain complex uncertain data, then they will become more important and practical for decision makers.Uncertainty in Data Envelopment Analysis introduces methods to investigate uncertain data in DEA models, providing a deeper look into two types of uncertain DEA methods, fuzzy DEA and belief degree-based uncertainty DEA, which are based on uncertain measures. These models aim to solve problems encountered by classical data analysis in cases where the inputs and outputs of systems and processes are volatile and complex, making measurement difficult. Introduces methods to deal with uncertain data in DEA models, as a source of information and a reference book for researchers and engineers Presents DEA models that can be used for evaluating the outputs of many reallife systems in social and engineering subjects Provides fresh DEA models for efficiency evaluation from the perspective of imprecise data Applies the fuzzy set and uncertainty theories to DEA to produce a new method of dealing with the empirical data

Uncertain Data Envelopment Analysis

Author : Meilin Wen
Publisher : Springer
ISBN 13 : 366243802X
Total Pages : 157 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Uncertain Data Envelopment Analysis by : Meilin Wen

Download or read book Uncertain Data Envelopment Analysis written by Meilin Wen and published by Springer. This book was released on 2014-07-24 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to present the milestones in the progression of uncertain Data envelopment analysis (DEA). Chapter 1 gives some basic introduction to uncertain theories, including probability theory, credibility theory, uncertainty theory and chance theory. Chapter 2 presents a comprehensive review and discussion of basic DEA models. The stochastic DEA is introduced in Chapter 3, in which the inputs and outputs are assumed to be random variables. To obtain the probability distribution of a random variable, a lot of samples are needed to apply the statistics inference approach. Chapter 4 and 5 provide two uncertain DEA methods to evaluate the DMUs with limited or insufficient statistical data, named fuzzy DEA and uncertain DEA. In order to evaluate the DMUs in which uncertainty and randomness appear simultaneously, the hybrid DEA based on chance theory is presented in Chapter 6.

Advances in Econometrics, Operational Research, Data Science and Actuarial Studies

Author : M. Kenan Terzioğlu
Publisher : Springer Nature
ISBN 13 : 3030852547
Total Pages : 607 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advances in Econometrics, Operational Research, Data Science and Actuarial Studies by : M. Kenan Terzioğlu

Download or read book Advances in Econometrics, Operational Research, Data Science and Actuarial Studies written by M. Kenan Terzioğlu and published by Springer Nature. This book was released on 2022-01-17 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents techniques and theories drawn from mathematics, statistics, computer science, and information science to analyze problems in business, economics, finance, insurance, and related fields. The authors present proposals for solutions to common problems in related fields. To this end, they are showing the use of mathematical, statistical, and actuarial modeling, and concepts from data science to construct and apply appropriate models with real-life data, and employ the design and implementation of computer algorithms to evaluate decision-making processes. This book is unique as it associates data science - data-scientists coming from different backgrounds - with some basic and advanced concepts and tools used in econometrics, operational research, and actuarial sciences. It, therefore, is a must-read for scholars, students, and practitioners interested in a better understanding of the techniques and theories of these fields.

Network Data Envelopment Analysis

Author : Chiang Kao
Publisher : Springer
ISBN 13 : 3319317180
Total Pages : 443 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Network Data Envelopment Analysis by : Chiang Kao

Download or read book Network Data Envelopment Analysis written by Chiang Kao and published by Springer. This book was released on 2016-08-23 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art. Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.

Understanding Risks and Uncertainties in Energy and Climate Policy

Author : Haris Doukas
Publisher : Springer
ISBN 13 : 3030031527
Total Pages : 271 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Understanding Risks and Uncertainties in Energy and Climate Policy by : Haris Doukas

Download or read book Understanding Risks and Uncertainties in Energy and Climate Policy written by Haris Doukas and published by Springer. This book was released on 2018-12-10 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book analyzes and seeks to consolidate the use of robust quantitative tools and qualitative methods for the design and assessment of energy and climate policies. In particular, it examines energy and climate policy performance and associated risks, as well as public acceptance and portfolio analysis in climate policy, and presents methods for evaluating the costs and benefits of flexible policy implementation as well as new framings for business and market actors. In turn, it discusses the development of alternative policy pathways and the identification of optimal switching points, drawing on concrete examples to do so. Lastly, it discusses climate change mitigation policies’ implications for the agricultural, food, building, transportation, service and manufacturing sectors.

Performance Measurement with Fuzzy Data Envelopment Analysis

Author : Ali Emrouznejad
Publisher : Springer
ISBN 13 : 3642413722
Total Pages : 293 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Performance Measurement with Fuzzy Data Envelopment Analysis by : Ali Emrouznejad

Download or read book Performance Measurement with Fuzzy Data Envelopment Analysis written by Ali Emrouznejad and published by Springer. This book was released on 2013-11-29 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: The intensity of global competition and ever-increasing economic uncertainties has led organizations to search for more efficient and effective ways to manage their business operations. Data envelopment analysis (DEA) has been widely used as a conceptually simple yet powerful tool for evaluating organizational productivity and performance. Fuzzy DEA (FDEA) is a promising extension of the conventional DEA proposed for dealing with imprecise and ambiguous data in performance measurement problems. This book is the first volume in the literature to present the state-of-the-art developments and applications of FDEA. It is designed for students, educators, researchers, consultants and practicing managers in business, industry, and government with a basic understanding of the DEA and fuzzy logic concepts.

Handbook on Data Envelopment Analysis

Author : William W. Cooper
Publisher : Springer Science & Business Media
ISBN 13 : 1441961518
Total Pages : 513 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Handbook on Data Envelopment Analysis by : William W. Cooper

Download or read book Handbook on Data Envelopment Analysis written by William W. Cooper and published by Springer Science & Business Media. This book was released on 2011-08-23 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook covers DEA topics that are extensively used and solidly based. The purpose of the handbook is to (1) describe and elucidate the state of the field and (2), where appropriate, extend the frontier of DEA research. It defines the state-of-the-art of DEA methodology and its uses. This handbook is intended to represent a milestone in the progression of DEA. Written by experts, who are generally major contributors to the topics to be covered, it includes a comprehensive review and discussion of basic DEA models, which, in the present issue extensions to the basic DEA methods, and a collection of DEA applications in the areas of banking, engineering, health care, and services. The handbook's chapters are organized into two categories: (i) basic DEA models, concepts, and their extensions, and (ii) DEA applications. First edition contributors have returned to update their work. The second edition includes updated versions of selected first edition chapters. New chapters have been added on: different approaches with no need for a priori choices of weights (called “multipliers) that reflect meaningful trade-offs, construction of static and dynamic DEA technologies, slacks-based model and its extensions, DEA models for DMUs that have internal structures network DEA that can be used for measuring supply chain operations, Selection of DEA applications in the service sector with a focus on building a conceptual framework, research design and interpreting results.

Creative Business and Social Innovations for a Sustainable Future

Author : Miroslav Mateev
Publisher : Springer
ISBN 13 : 3030016625
Total Pages : 306 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Creative Business and Social Innovations for a Sustainable Future by : Miroslav Mateev

Download or read book Creative Business and Social Innovations for a Sustainable Future written by Miroslav Mateev and published by Springer. This book was released on 2019-01-10 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents high-quality research papers presented at the 1st AUE International research conference, AUEIRC 2017, organized by the American University in the Emirates, Dubai, held on November 15th-16th, 2017. The book is broadly divided into three sections: Creative Business and Social Innovation, Creative Industries and Social Innovation, Education and Social Innovation. The areas covered under these sections are credit risk assessment and vector machine-based data analytics, entry mode choice for MNE, risk exposure, liquidity and bank performance, modern and traditional asset allocation models, bitcoin price volatility estimation models, digital currencies, cooperative classification system for credit scoring, trade-off between FDI, GDP and unemployment, sustainable management in the development of SMEs, smart art for smart cities, smart city services and quality of life, effective drivers of organizational agility, enterprise product management, DEA modeling with fuzzy uncertainty, optimization model for stochastic cooperative games, social media advertisement and marketing, social identification, brand image and customer satisfaction, social media and disaster management, corporate e-learning system, learning analytics, socially innovating international education, integration of applied linguistics and business communication in education, cognitive skills in multimedia, creative pedagogies in fashion design education, on-line summative assessment and academic performance, cloud concept and multimedia-based learning in higher education, hybrid alliances and security risks, industry and corporate security significance, legal regulation and governance. The papers in this book present high-quality original research work, findings and practical development experiences, and solutions for a sustainable future.

Data Envelopment Analysis (DEA) Methods for Maximizing Efficiency

Author : Ajibesin, Adeyemi Abel
Publisher : IGI Global
ISBN 13 :
Total Pages : 413 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Data Envelopment Analysis (DEA) Methods for Maximizing Efficiency by : Ajibesin, Adeyemi Abel

Download or read book Data Envelopment Analysis (DEA) Methods for Maximizing Efficiency written by Ajibesin, Adeyemi Abel and published by IGI Global. This book was released on 2024-01-16 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's highly competitive and rapidly evolving global landscape, the quest for efficiency has become a crucial factor in determining the success of organizations across various industries. Data Envelopment Analysis (DEA) Methods for Maximizing Efficiency is a comprehensive guide that delves into the powerful mathematical tool of DEA, is designed to assess the relative efficiency of decision-making units (DMUs), and provides valuable insights for performance improvement. This book presents a systematic overview of DEA models and techniques, from fundamental concepts to advanced methods, showcasing their practical applications through real-world examples and case studies. Catering to a broad audience, this book is designed for students, researchers, consultants, decision-makers, and enthusiasts in the field of efficiency analysis and performance measurement. Consultants and practitioners will gain practical insights for applying DEA in various contexts, and decision-makers will be equipped to make informed decisions for maximizing efficiency. Additionally, individuals with a general interest in data analysis and performance measurement will find this book accessible and informative. This book covers a wide range of topics, including mathematical foundations of DEA, DEA models and variations, DEA efficiency and productivity measures, DEA applications in various industries such as healthcare, finance, supply chain management, environmental management, education management, and public sector management.

Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis

Author : Joe Zhu
Publisher : Springer Science & Business Media
ISBN 13 : 0387716076
Total Pages : 334 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis by : Joe Zhu

Download or read book Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis written by Joe Zhu and published by Springer Science & Business Media. This book was released on 2007-06-08 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a relatively short period of time, data envelopment analysis (DEA) has grown into a powerful analytical tool for measuring and evaluating performance. DEA is computational at its core and this book is one of several Springer aim to publish on the subject. This work deals with the micro aspects of handling and modeling data issues in DEA problems. It is a handbook treatment dealing with specific data problems, including imprecise data and undesirable outputs.

Data Envelopment Analysis with R

Author : Farhad Hosseinzadeh Lotfi
Publisher : Springer
ISBN 13 : 3030242773
Total Pages : 236 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Data Envelopment Analysis with R by : Farhad Hosseinzadeh Lotfi

Download or read book Data Envelopment Analysis with R written by Farhad Hosseinzadeh Lotfi and published by Springer. This book was released on 2019-07-23 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.

Solution Models based on Symmetric and Asymmetric Information

Author : Edmundas Kazimieras Zavadskas
Publisher : MDPI
ISBN 13 : 3039210068
Total Pages : 202 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Solution Models based on Symmetric and Asymmetric Information by : Edmundas Kazimieras Zavadskas

Download or read book Solution Models based on Symmetric and Asymmetric Information written by Edmundas Kazimieras Zavadskas and published by MDPI. This book was released on 2019-06-05 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue covers symmetry and asymmetry phenomena occurring in real-life problems. We invited authors to submit their theoretical or experimental research presenting engineering and economic problem solution models dealing with the symmetry or asymmetry of different types of information. The issue gained interest in the research community and received many submissions. After rigorous scientific evaluation by editors and reviewers, nine papers were accepted and published. The authors proposed different MADM and MODM solution models as integrated tools to find a balance between the components of sustainable global development, to find a symmetry axis concerning goals, risks, and constraints to cope with the complicated problems. Most approaches suggested decision models under uncertainty, combining the usual decision-making methods with interval-valued fuzzy or rough sets theory, also Z numbers. The application fields of the proposed models involved both problems of technological sciences and social sciences. The papers cover three essential areas: engineering, economy, and management. We hope that a summary of the Special Issue as provided here will encourage a detailed analysis of the papers included in the Printed Edition.

Advances in DEA Theory and Applications

Author : Kaoru Tone
Publisher : John Wiley & Sons
ISBN 13 : 1118946707
Total Pages : 576 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Advances in DEA Theory and Applications by : Kaoru Tone

Download or read book Advances in DEA Theory and Applications written by Kaoru Tone and published by John Wiley & Sons. This book was released on 2017-04-12 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: A key resource and framework for assessing the performance of competing entities, including forecasting models Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting. Designed for use by anyone involved in research in the field of forecasting or in another application area where forecasting drives decision making, this text can be applied to a wide range of contexts, including education, health care, banking, armed forces, auditing, market research, retail outlets, organizational effectiveness, transportation, public housing, and manufacturing. This vital resource: Explores the latest developments in DEA frameworks for the performance evaluation of entities such as public or private organizational branches or departments, economic sectors, technologies, and stocks Presents a novel area of application for DEA; namely, the performance evaluation of forecasting models Promotes the use of DEA to assess the performance of forecasting models in a wide area of applications Provides rich, detailed examples and case studies Advances in DEA Theory and Applications includes information on a balanced benchmarking tool that is designed to help organizations examine their assumptions about their productivity and performance.

Modelling, Simulation and Applications of Complex Systems

Author : Mohd Hafiz Mohd
Publisher : Springer Nature
ISBN 13 : 9811626294
Total Pages : 440 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Modelling, Simulation and Applications of Complex Systems by : Mohd Hafiz Mohd

Download or read book Modelling, Simulation and Applications of Complex Systems written by Mohd Hafiz Mohd and published by Springer Nature. This book was released on 2021-06-10 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the latest progresses and developments on complex systems research and intends to give an exposure to prospective readers about the theoretical and practical aspects of mathematical modelling, numerical simulation and agent-based modelling frameworks. The main purpose of this book is to emphasize a unified approach to complex systems analysis, which goes beyond to examine complicated phenomena of numerous real-life systems; this is done by investigating a huge number of components that interact with each other at different (microscopic and macroscopic) scales; new insights and emergent collective behaviours can evolve from the interactions between individual components and also with their environments. These tools and concepts permit us to better understand the patterns of various real-life systems and help us to comprehend the mechanisms behind which distinct factors shaping some complex systems phenomena being influenced. This book is published in conjunction with the International Workshop on Complex Systems Modelling & Simulation 2019 (CoSMoS 2019): IoT & Big Data Integration. This international event was held at the Universiti Sains Malaysia Main Campus, Penang, Malaysia, from 8 to 11 April 2019. This book appeals to readers interested in complex systems research and other related areas such as mathematical modelling, numerical simulation and agent-based modelling frameworks.

Neutrosophic data envelopment analysis: a comprehensive review and current trends

Author : Kshitish Kumar Mohanta
Publisher : Infinite Study
ISBN 13 :
Total Pages : 13 pages
Book Rating : 4./5 ( download)

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Book Synopsis Neutrosophic data envelopment analysis: a comprehensive review and current trends by : Kshitish Kumar Mohanta

Download or read book Neutrosophic data envelopment analysis: a comprehensive review and current trends written by Kshitish Kumar Mohanta and published by Infinite Study. This book was released on 2023-01-01 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of a neutrosophic set is a comprehensive extension of both fuzzy sets and Intuitionistic Fuzzy Sets (IFSs). It allows decision makers to assign three distinct membership degrees, enabling a more precise representation of uncertainty. Neutrosophic Data Envelopment Analysis (Neu-DEA) is an extended version of the Data Envelopment Analysis (DEA) and Fuzzy DEA (FDEA) concepts. It aims to assess the performance of Decision Making Units (DMUs) within a neutrosophic environment. Neu-DEA specifically tackles the challenges associated with evaluating performance when the input and output data are incomplete, ambiguous, or unsure. As a result, the Neu-DEAs have attracted substantial attention from scholars and academics. This article aims to provide an academic overview of the present state, development patterns, and future research directions of the Neu-DEA research. To do this, the study examines relevant publications using two analytical approaches: description analysis and literature review.

Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022)

Author : Nadihah Wahi
Publisher : Springer Nature
ISBN 13 : 9464630140
Total Pages : 510 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022) by : Nadihah Wahi

Download or read book Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022) written by Nadihah Wahi and published by Springer Nature. This book was released on 2023-02-10 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The ICMSS2022 is an international conference jointly organised by the Department of Mathematics and Statistics, Faculty of Science, Universiti Putra Malaysia together with the Banasthali University, Jaipur, India. This international conference aims to give exposure and to bring together academicians, researchers and industry experts for intellectual growth. The ICMSS2022 serves as a platform for the scientific community members to exchange ideas and approaches, to present research findings, and to discuss current issues and topics related to mathematics, statistics as well as their applications. Objectives: to present the most recent discoveries in mathematics and statistics. to serve as a platform for knowledge and information sharing between experts from industries and academia. to identify and create potential collaboration among participants. The organising committee of ICMSS2022 welcomes all delegates to deliberate over various aspects related to the conference themes and sub-themes.

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications

Author : Jesús Medina
Publisher : Springer
ISBN 13 : 3319914790
Total Pages : 773 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications by : Jesús Medina

Download or read book Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications written by Jesús Medina and published by Springer. This book was released on 2018-05-29 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three volume set (CCIS 853-855) constitutes the proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2017, held in Cádiz, Spain, in June 2018. The 193 revised full papers were carefully reviewed and selected from 383 submissions. The papers are organized in topical sections on advances on explainable artificial intelligence; aggregation operators, fuzzy metrics and applications; belief function theory and its applications; current techniques to model, process and describe time series; discrete models and computational intelligence; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy logic and artificial intelligence problems; fuzzy mathematical analysis and applications; fuzzy methods in data mining and knowledge discovery; fuzzy transforms: theory and applications to data analysis and image processing; imprecise probabilities: foundations and applications; mathematical fuzzy logic, mathematical morphology; measures of comparison and entropies for fuzzy sets and their extensions; new trends in data aggregation; pre-aggregation functions and generalized forms of monotonicity; rough and fuzzy similarity modelling tools; soft computing for decision making in uncertainty; soft computing in information retrieval and sentiment analysis; tri-partitions and uncertainty; decision making modeling and applications; logical methods in mining knowledge from big data; metaheuristics and machine learning; optimization models for modern analytics; uncertainty in medicine; uncertainty in Video/Image Processing (UVIP).