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Futureproofing Engineering Education for Global Responsibility: Proceedings of the 27th International Conference on Interactive Collaborative Learning (ICL2024), Volume 3 (Lecture Notes in Networks and Systems #1280)
by Michael E. Auer Tiia RüütmannThis book contains papers in the fields of: Green transition in education. New generation of engineering students. Entrepreneurship in engineering education. Open education best practices. Project-based learning (PBL). Teaching best practices. We are currently witnessing a significant transformation in the development of education on all levels and especially in post-secondary and higher education. To face these challenges, higher education must find innovative and effective ways to respond in a proper way. Changes have been made in the way we teach and learn, including the massive use of new means of communication, such as videoconferencing and other technological tools. Moreover, the current explosion of artificial intelligence tools is challenging teaching practices maintained for centuries. Scientifically based statements as well as excellent best practice examples are necessary for effective teaching and learning engineering. The 27th International Conference on Interactive Collaborative Learning (ICL2024) and 53rd Conference of International Society for Engineering Pedagogy (IGIP), which took place in Tallinn, Estonia, between September 24 and 27, 2024, was the perfect place where current trends in Higher Education were presented and discussed. IGIP conferences have been held since 1972 on research results and best practices in teaching and learning from the point of view of engineering pedagogy science. ICL conferences have been held since 1998 being devoted to new approaches in learning with a focus on collaborative learning in higher education. Nowadays, the ICL conferences are a forum of the exchange of relevant trends and research results as well as the presentation of practical experiences in learning and engineering pedagogy. In this way, we try to bridge the gap between ‘pure’ scientific research and the everyday work of educators. Interested readership includes policymakers, academics, educators, researchers in pedagogy and learning theory, schoolteachers, learning industry, further and continuing education lecturers, etc.
Futureproofing Engineering Education for Global Responsibility: Proceedings of the 27th International Conference on Interactive Collaborative Learning (ICL2024), Volume 2 (Lecture Notes in Networks and Systems #1261)
by Michael E. Auer Tiia RüütmannThis book contains papers in the fields of: Collaborative learning. Digital transition in education. AI and learning analytics in engineering education. Diversity in engineering education. The authors are currently witnessing a significant transformation in the development of education on all levels and especially in post-secondary and higher education. To face these challenges, higher education must find innovative and effective ways to respond in a proper way. Changes have been made in the way we teach and learn, including the massive use of new means of communication, such as videoconferencing and other technological tools. Moreover, the current explosion of artificial intelligence tools is challenging teaching practices maintained for centuries. Scientifically based statements as well as excellent best practice examples are necessary for effective teaching and learning engineering. The 27th International Conference on Interactive Collaborative Learning (ICL2024) and 53rd Conference of International Society for Engineering Pedagogy (IGIP), which took place in Tallinn, Estonia, between 24 and 27 September 2024, was the perfect place where current trends in higher education were presented and discussed. IGIP conferences have been held since 1972 on research results and best practices in teaching and learning from the point of view of engineering pedagogy science. ICL conferences have been held since 1998 being devoted to new approaches in learning with a focus on collaborative learning in Higher Education. Nowadays, the ICL conferences are a forum of the exchange of relevant trends and research results as well as the presentation of practical experiences in learning and Engineering Pedagogy. In this way, the authors try to bridge the gap between ‘pure’ scientific research and the everyday work of educators. Interested readership includes policymakers, academics, educators, researchers in pedagogy and learning theory, schoolteachers, learning industry, further and continuing education lecturers, etc.
Futures of Digital Scholarly Editing
by Kenneth M. PriceExploring technology, ethics, and culture to unlock digital scholarship&’s futureFutures of Digital Scholarly Editing navigates the ever-shifting terrain of digital academia, examining practical and ethical considerations as technology continues to evolve. In this indispensable collection, digital humanities practitioners and scholars work with a wide range of archival materials to confront key challenges surrounding the adaptation and sustainability of digital editorial projects as well as their societal impact. Broaching essential questions at the nexus of technology and culture, Futures of Digital Scholarly Editing is organized around three principal frameworks: access, sustainability, and interoperability; ethics and community involvement; and the evolution of textual scholarship. From addressing outdated technical infrastructures to fostering new collaborations, this volume serves as a beacon guiding scholars and institutions through the complexities of digital editing in an era of profound technological and societal transformation. Contributors: Stephanie P. Browner, The New School; Julia Flanders, Northeastern U; Ed Folsom, U of Iowa; Nicole Gray, U of Nebraska–Lincoln; Cassidy Holahan, U of Nevada, Las Vegas; Fotis Jannidis, U of Würzburg; Aylin Malcolm, U of Guelph; Sarah Lynn Patterson, U of Massachusetts Amherst; Elena Pierazzo, U of Tours; K.J. Rawson, Northeastern U; Whitney Trettien, U of Pennsylvania; John Unsworth, U of Virginia; Dirk Van Hulle, U of Oxford; Robert Warrior, U of Kansas; Marta L. Werner, Loyola U Chicago. Retail e-book files for this title are screen-reader friendly with images accompanied by short alt text and/or extended descriptions.
FutureShop: How to Trade Up to a Luxury Lifestyle Today
by Daniel NissanoffThis is a book about change. In particular, it's about how our consumer culture is rapidly evolving to allow us to live better, richer lives for less. The catalyst to this change is eBay and similar sites that are quickly growing into mainstream shopping venues and creating unprecedented levels of liquidity for our everyday goods. The wave of the future will be temporary ownership-consumers will be able to buy what they really want because they'll be able to easily sell it when they are ready to upgrade to the next item on their wish list. Veteran Web entrepreneur Daniel Nissanoff's invaluable heads-up explores why this change is taking place and discusses what consumers and businesses can do in order to benefit from this new paradigm.
Futuristic Research Trends and Applications of Internet of Things
by Bhawana Rudra Anshul Verma Shekhar Verma Bhanu ShresthaThe Internet of Things (IoT) is an interconnection of several devices, networks, technologies, and human resources to achieve a common goal. A variety of IoT-based applications are being used in different sectors and have succeeded in providing huge benefits to the users. As a revolution, IoT overtook the entire global landscape with its presence in almost every sector, including smart cities, smart grid, intelligent transportation, healthcare, education, and so on. This technological revolution also moved to the machines, converting them into intelligent computers that can make real-time decisions and communicate with each other, forming an Internet of Systems/Machines. The use of secure light-weight protocols will help us in developing environment-friendly and energy-efficient IoT systems. IoT is an emerging and recent area of research, adopted for many applications, and there is a need to investigate further challenges in all aspects of it. This book will provide information on fundamentals, architectures, communication protocols, use of AI, existing applications, and emerging research trends in IoT. It follows a theoretical approach to describe the fundamentals for beginners as well as a practical approach with the implementation of case studies for intermediate and advanced readers. The book will be beneficial for academicians, researchers, developers, and engineers who work in or are interested in fields related to IoT. This book serves as a reference for graduate and postgraduate courses in computer science, computer engineering, and information technology streams.
Futuristic Trends in Network and Communication Technologies: First International Conference, FTNCT 2018, Solan, India, February 9–10, 2018, Revised Selected Papers (Communications in Computer and Information Science #958)
by Pradeep Kumar Singh Marcin Paprzycki Bharat Bhargava Jitender Kumar Chhabra Narottam Chand Kaushal Yugal KumarThis book constitutes the refereed proceedings of the First International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2018, held in Solan, India, in February 2018. The 37 revised full papers presented were carefully reviewed and selected from 239 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies, Internet of Things (IoT), network technologies, and wireless networks.
Futuristic Trends in Network and Communication Technologies: Third International Conference, FTNCT 2020, Taganrog, Russia, October 14–16, 2020, Revised Selected Papers, Part II (Communications in Computer and Information Science #1396)
by Pradeep Kumar Singh Gennady Veselov Anton Pljonkin Yugal Kumar Marcin Paprzycki Yuri ZachinyaevThis two-wolume set (CCIS 1395-1396) constitutes the refereed proceedings of the Third International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2020, held in Taganrog, Russia, in October 2020.The 80 revised papers presented were carefully reviewed and selected from 291 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies; security and privacy; futuristic computing technologies; network and computing technologies; wireless networks and Internet of Things (IoT).
Futuristic Trends in Network and Communication Technologies: Third International Conference, FTNCT 2020, Taganrog, Russia, October 14–16, 2020, Revised Selected Papers, Part I (Communications in Computer and Information Science #1395)
by Pradeep Kumar Singh Gennady Veselov Valeriy Vyatkin Anton Pljonkin Juan Manuel Dodero Yugal KumarThis two-wolume set (CCIS 1395-1396) constitutes the refereed proceedings of the Third International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2020, held in Taganrog, Russia, in October 2020.The 80 revised full papers presented were carefully reviewed and selected from 291 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies; security and privacy; futuristic computing technologies; network and computing technologies; wireless networks and Internet of Things (IoT).
Futuristic Trends in Networks and Computing Technologies: Second International Conference, FTNCT 2019, Chandigarh, India, November 22–23, 2019, Revised Selected Papers (Communications in Computer and Information Science #1206)
by Pradeep Kumar Singh Sanjay Sood Yugal Kumar Marcin Paprzycki Anton Pljonkin Wei-Chiang HongThis book constitutes the refereed proceedings of the Second International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2019, held in Chandigarh, India, in November 2019.The 49 revised full papers and 6 short papers presented were carefully reviewed and selected from 226 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on network and computing technologies; wireless networks and Internet of Things (IoT); futuristic computing technologies; communication technologies, security and privacy.
Futuristic Trends in Networks and Computing Technologies: Select Proceedings of Fourth International Conference on FTNCT 2021 (Lecture Notes in Electrical Engineering #936)
by Pradeep Kumar Singh Sławomir T. Wierzchoń Jitender Kumar Chhabra Sudeep TanwarThis book constitutes the refereed proceedings of the Fourth International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2021. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on network and computing technologies; wireless networks and Internet of Things (IoT); futuristic computing technologies; communication technologies, security, and privacy. The volume will serve as a reference resource for researchers and practitioners in academia and industry.
El futuro es ahora: Un viaje a través de la realidad virtual
by Jaron LanierEl padre de la realidad virtual nos explica sus infinitas posibilidades a través de su experiencia con la tecnología. A través del fascinante recorrido de una vida dedicada a la tecnología, Jaron Lanier expone la capacidad de la realidad virtual para iluminar y amplificar la comprensión que tenemos de nuestra especie y ofrece a los lectores una nueva perspectiva sobre cómo el cerebro y el cuerpo humano se conectan al mundo. Al entender la realidad virtual como una aventura tanto científica como cultural, Lanier demuestra el componente humanístico que esta aporta a la tecnología. Si bien sus libros anteriores ofrecían una visión más crítica de las redes sociales y de otras manifestaciones de la tecnología, en El futuro es ahora el autor argumenta que la realidad virtual puede hacer que nuestra vida sea más rica y más completa. Una obra que no solo nos muestra qué significa ser humano en esta era de posibilidades tecnológicas sin precedentes, sino que también une la dimensión tecnológica con nuestra experiencia corporal. Reseñas:«Una historia maravillosa, profundamente humana y sumamente personal.»Dave Eggers «Es el padre de la realidad virtual y un genio de la tecnología punta.»Sunday Times «Una mente tan ilimitada como internet.»Evening Standard «Íntimo e idiosincrásico [...] peculiar y fascinante [...] La vívida imaginación de Lanier se convierte en un personaje más. Su visión es humanista e insiste en que el objetivo más importante del desarrollo de la realidad virtual debe ser la conexión humana.»The New York Times Book Review «Una lectura esencial, no solo para los conocedores de la realidad virtual, sino para cualquiera interesado en comprender cómo la sociedad ha llegado a convertirse en lo que es hoy en día y en qué podría convertirse en un futuro no tan lejano.»The Economist «Brillante e inspirador.»Publishers Weekly
Fuzziness in Information Systems
by Miroslav HudecThis book is an essential contribution to the description of fuzziness in information systems. Usually users want to retrieve data or summarized information from a database and are interested in classifying it or building rule-based systems on it. But they are often not aware of the nature of this data and/or are unable to determine clear search criteria. The book examines theoretical and practical approaches to fuzziness in information systems based on statistical data related to territorial units. Chapter 1 discusses the theory of fuzzy sets and fuzzy logic to enable readers to understand the information presented in the book. Chapter 2 is devoted to flexible queries and includes issues like constructing fuzzy sets for query conditions, and aggregation operators for commutative and non-commutative conditions, while Chapter 3 focuses on linguistic summaries. Chapter 4 presents fuzzy logic control architecture adjusted specifically for the aims of business and governmental agencies, and shows fuzzy rules and procedures for solving inference tasks. Chapter 5 covers the fuzzification of classical relational databases with an emphasis on storing fuzzy data in classical relational databases in such a way that existing data and normal forms are not affected. This book also examines practical aspects of user-friendly interfaces for storing, updating, querying and summarizing. Lastly, Chapter 6 briefly discusses possible integration of fuzzy queries, summarization and inference related to crisp and fuzzy databases. The main target audience of the book is researchers and students working in the fields of data analysis, database design and business intelligence. As it does not go too deeply into the foundation and mathematical theory of fuzzy logic and relational algebra, it is also of interest to advanced professionals developing tailored applications based on fuzzy data.
Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era
by Shaopei LinBased on the idea of a universal rule for problem solving, the book suggests that the “System-Fuzzy Approach (SFA)” Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings’ impressively flexible problem-solving skills. Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of Engineering, Economics, Sociology, Managerial Science, Project Management etc.
Fuzzy and Multi-Level Decision Making: Soft Computing Approaches (Studies in Fuzziness and Soft Computing #368)
by Chi-Bin Cheng Hsu-Shih Shih E. Stanley LeeThis book offers a comprehensive overview of cutting-edge approaches for decision-making in hierarchical organizations. It presents soft-computing-based techniques, including fuzzy sets, neural networks, genetic algorithms and particle swarm optimization, and shows how these approaches can be effectively used to deal with problems typical of this kind of organization. After introducing the main classical approaches applied to multiple-level programming, the book describes a set of soft-computing techniques, demonstrating their advantages in providing more efficient solutions to hierarchical decision-making problems compared to the classical methods. Based on the book Fuzzy and Multi-Level Decision Making (Springer, 2001) by Lee E.S and Shih, H., this second edition has been expanded to include the most recent findings and methods and a broader spectrum of soft computing approaches. All the algorithms are presented in detail, together with a wealth of practical examples and solutions to real-world problems, providing students, researchers and professionals with a timely, practice-oriented reference guide to the area of interactive fuzzy decision making, multi-level programming and hierarchical optimization.
The Fuzzy and the Techie: Why the Liberal Arts Will Rule the Digital World
by Scott Hartley&“Artfully explains why it is time for us to get over the false division between the human and the technical.&”—Tim Brown, CEO of IDEO and author of Change by Design Scott Hartley first heard the terms fuzzy and techie while studying political science at Stanford University. If you majored in humanities or social sciences, you were a fuzzy. If you majored in computer or hard sciences, you were a techie. While Silicon Valley is generally considered a techie stronghold, the founders of companies like Airbnb, Pinterest, Slack, LinkedIn, PayPal, Stitch Fix, Reddit, and others are all fuzzies—in other words, people with backgrounds in the liberal arts. In this brilliantly counterintuitive book, Hartley shatters assumptions about business and education today: learning to code is not enough. The soft skills—curiosity, communication, and collaboration, along with an understanding of psychology and society&’s gravest problems—are central to why technology has value. Fuzzies are the instrumental stewards of robots, artificial intelligence, and machine learning. They offer a human touch that is of equal—if not greater—importance in our technology-led world than what most techies can provide. For anyone doubting whether a well-rounded liberal arts education is practical in today&’s world, Hartley&’s work will come as an inspiring revelation. Finalist for the 2016 Financial Times/McKinsey Bracken Bower Prize and A Financial Times Business Book of the Month
Fuzzy Approaches for Soft Computing and Approximate Reasoning: Dedicated to Bernadette Bouchon-Meunier (Studies in Fuzziness and Soft Computing #394)
by Marie-Jeanne Lesot Christophe MarsalaThis book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically.
Fuzzy Automata and Languages: Theory and Applications
by John N. Mordeson Davender S. MalikFuzzy Automata Theory offers the first in-depth treatment of the theory and mathematics of fuzzy automata and fuzzy languages. It effectively compares and contrasts the different approaches used in fuzzy mathematics and automata and includes complete proofs of the theoretical results presented. More than 60 figures and 125 examples illustrate the results, and exercises in each chapter serve not only to test understanding, but also to present material not covered in detail within the text. Although the book is theoretical in nature, the authors also discuss applications in a variety of fields, including databases, medicine, learning systems, and pattern recognition.
Fuzzy Cognitive Maps: Best Practices and Modern Methods
by Philippe J. Giabbanelli Gonzalo NápolesThis book starts with the rationale for creating an FCM by contrast to other techniques for participatory modeling, as this rationale is a key element to justify the adoption of techniques in a research paper. Fuzzy cognitive mapping is an active research field with over 20,000 publications devoted to externalizing the qualitative perspectives or “mental models” of individuals and groups. Since the emergence of fuzzy cognitive maps (FCMs) back in the 80s, new algorithms have been developed to reduce bias, facilitate the externalization process, or efficiently utilize quantitative data via machine learning. It covers the development of an FCM with participants through a traditional in-person setting, drawing from the experience of practitioners and highlighting solutions to commonly encountered challenges. The book continues with introducing principles of simulations with FCMs as a tool to perform what-if scenario analysis, while extending those principles to more elaborated simulation scenarios where FCMs and agent-based modeling are combined. Once an FCM model is obtained, the book then details the analytical tools available for practitioners (e.g., to identify the most important factors) and provides examples to aid in the interpretation of results. The discussion concerning relevant extensions is equally pertinent, which are devoted to increasing the expressiveness of the FCM formalism in problems involving uncertainty. The last four chapters focus on building FCM models from historical data. These models are typically needed when facing multi-output prediction or pattern classification problems. In that regard, the book smoothly guides the reader from simple approaches to more elaborated algorithms, symbolizing the noticeable progress of this field in the last 35 years. Problems, recent references, and functional codes are included in each chapter to provide practice and support further learning from practitioners and researchers.
Fuzzy Cognitive Maps: A Tool for the Modeling and Simulation of Processes and Systems (Studies in Fuzziness and Soft Computing #427)
by László T. KóczyThis book is considered as a monograph but also as a potential textbook for graduate students, focusing on the application of FCMs for modelling and analysing the behaviour of multicomponent systems. In the last two decades, no monograph or textbook has been published on the topic Fuzzy Cognitive Maps (FCM), so this new book is definitely filling a gap in the literature of computational intelligence. The book is built up didactically, the novel results in the field being presented in the way of starting with two real-life case studies, one in the area of waste management, while the other one in modelling bank management systems. In both cases, the book starts with explaining the applied problem and then presenting how the model construction is done and what problems emerge when attempts are made for applying directly earlier results on FCM modelling. In the first case study, the problem of the oversimplification leads to inadequacy of the model, and then it is shown how new, much finer models can be built up based on expert domain knowledge. Then, the new problem of losing transparency and interpretability emerges, and as a solution, a new algorithm family is proposed that reduces FCMs to fewer components, while preserving the essential characteristics of the original model.The second case study raises the problems of stability and sensitivity of FCMs, especially, considering that expert knowledge is often uncertain and subjective. The new results summarised in the book target the questions of how to ascertain whether an FCM is converging to one or several fixed point attractors, whether there is a bifurcation when parameters are changing, etc. Both problems deal with the ultimate question whether the system modelled is stable and sustainable.
Fuzzy Collaborative Forecasting and Clustering: Methodology, System Architecture, and Applications (SpringerBriefs in Applied Sciences and Technology)
by Tin-Chih Toly Chen Katsuhiro HondaThis book introduces the basic concepts of fuzzy collaborative forecasting and clustering, including its methodology, system architecture, and applications. It demonstrates how dealing with disparate data sources is becoming more and more popular due to the increasing spread of internet applications. The book proposes the concepts of collaborative computing intelligence and collaborative fuzzy modeling, and establishes several so-called fuzzy collaborative systems. It shows how technical constraints, security issues, and privacy considerations often limit access to some sources. This book is a valuable source of information for postgraduates, researchers and fuzzy control system developers, as it presents a very effective fuzzy approach that can deal with disparate data sources, big data, and multiple expert decision making.
Fuzzy Control, Estimation and Diagnosis
by Magdi S. MahmoudThis textbook explains the principles of fuzzy systems in some depth together with information useful in realizing them within computational processes. The various algorithms and example problem solutions are a well-balanced and pertinent aid for research projects, laboratory work and graduate study. In addition to its worked examples, the book also uses end-of-chapter exercises as an instructional aid with a downloadable solutions manual available to instructors. The content of the book is developed and extended from material taught for four years in the author's classes. The text provides a broad overview of fuzzy control, estimation and fault diagnosis. It ranges over various classes of target system and modes of control and then turns to filtering, stabilization, and fault detection and diagnosis. Applications, simulation tools and an appendix on algebraic inequalities complete a unified approach to the analysis of single and interconnected fuzzy systems. Fuzzy Control, Estimation and Fault Detection is a guide for final-year undergraduate and graduate students of electrical and mechanical engineering, computer science and information technology, and will also be instructive for professionals in the information technology sector.
Fuzzy Control in Environmental Engineering
by Wojciech Z. ChmielowskiThis book is intended for engineers, technicians and people who plan to use fuzzy control in more or less developed and advanced control systems for manufacturing processes, or directly for executive equipment. Assuming that the reader possesses elementary knowledge regarding fuzzy sets and fuzzy control, by way of a reminder, the first parts of the book contain a reminder of the theoretical foundations as well as a description of the tools to be found in the Matlab/Simulink environment in the form of a toolbox. The major part of the book presents applications for fuzzy controllers in control systems for various manufacturing and engineering processes. It presents seven processes and problems which have been programmed using fuzzy controllers. The issues discussed concern the field of Environmental Engineering. Examples are the control of a flood wave passing through a hypothetical, and then the real Dobczyce reservoir in the Raba River, which is located in the upper Vistula River basin in Southern Poland, the control and water management in a cascade of reservoirs, a broadly defined combustion process model, modern water heating systems and many other.
Fuzzy Data Matching with SQL: Enhancing Data Quality and Query Performance
by Jim LehmerIf you were handed two different but related sets of data, what tools would you use to find the matches? What if all you had was SQL SELECT access to a database? In this practical book, author Jim Lehmer provides best practices, techniques, and tricks to help you import, clean, match, score, and think about heterogeneous data using SQL.DBAs, programmers, business analysts, and data scientists will learn how to identify and remove duplicates, parse strings, extract data from XML and JSON, generate SQL using SQL, regularize data and prepare datasets, and apply data quality and ETL approaches for finding the similarities and differences between various expressions of the same data.Full of real-world techniques, the examples in the book contain working code. You'll learn how to:Identity and remove duplicates in two different datasets using SQLRegularize data and achieve data quality using SQLExtract data from XML and JSONGenerate SQL using SQL to increase your productivityPrepare datasets for import, merging, and better analysis using SQLReport results using SQLApply data quality and ETL approaches to finding similarities and differences between various expressions of the same data
Fuzzy Data Warehousing for Performance Measurement
by Daniel FaselThe numeric values retrieved from a data warehouse may be difficult for business users to interpret, and may even be interpreted incorrectly. Therefore, in order to better understand numeric values, business users may require an interpretation in meaningful, non-numeric terms. However, if the transition between non-numeric terms is crisp, true values cannot be measured and a smooth transition between classes may no longer be possible. This book addresses this problem by presenting a fuzzy classification-based approach for a data warehouses. Moreover, it introduces a modeling approach for fuzzy data warehouses that makes it possible to integrate fuzzy linguistic variables in a meta-table structure. The essence of this structure is that fuzzy concepts can be integrated into the dimensions and facts of an existing classical data warehouse without affecting its core. This allows a simultaneous analysis, both fuzzy and crisp. A case study of a movie rental company underlines and exemplifies the proposed approach.
Fuzzy Decision Analysis: Multi Attribute Decision Making Approach (Studies in Computational Intelligence #1121)
by Farhad Hosseinzadeh Lotfi Somayeh Razipour GhalehJough Tofigh Allahviranloo Witold Pedrycz Mohammadreza Shahriari Hamid SharafiAuthored by a leading expert in the field, this book introduces an innovative methodology that harnesses the power of fuzzy logic to enhance decision-making in multi-attribute scenarios. In a world of complexity and uncertainty, effective decision-making is paramount. Springer proudly presents a cutting-edge publication that revolutionizes decision analysis: "Fuzzy Decision Analysis: Multi-attribute Decision-Making Approach." This book stands at the forefront of decision analysis, introducing the integration of fuzzy logic into multi-attribute decision-making. It is a transformative journey into the realm of advanced decision analysis. It book not only equips you with the knowledge to comprehend the theoretical underpinnings but also empowers you to apply these insights in practical scenarios. This book serves as your indispensable companion. Its comprehensive coverage serves as a beacon, guiding you through the intricate maze of fuzzy logic and multi-attribute decision-making, ultimately empowering you to embrace innovation and master the art of making well-informed decisions in an ever-changing world.