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How Interval And Fuzzy Techniques Can Improve Teaching
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Book Synopsis How Interval and Fuzzy Techniques Can Improve Teaching by : Olga Kosheleva
Download or read book How Interval and Fuzzy Techniques Can Improve Teaching written by Olga Kosheleva and published by Springer. This book was released on 2017-10-23 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains how to teach better and presents the latest research on processing educational data and presents traditional statistical techniques as well as probabilistic, interval, and fuzzy approaches. Teaching is a very rewarding activity; it is also a very difficult one – because it is largely an art. There is a lot of advice on teaching available, but it is usually informal and is not easy to follow. To remedy this situation, it is reasonable to use techniques specifically designed to handle such imprecise knowledge: the fuzzy logic techniques. Since there are a large number of statistical studies of different teaching techniques, the authors combined statistical and fuzzy approaches to process the educational data in order to provide insights into improving all the stages of the education process: from forming a curriculum to deciding in which order to present the material to grading the assignments and exams. The authors do not claim to have solved all the problems of education. Instead they show, using numerous examples, that an innovative combination of different uncertainty techniques can improve teaching. The book offers teachers and instructors valuable advice and provides researchers in pedagogical and fuzzy areas with techniques to further advance teaching.
Book Synopsis Explainable AI and Other Applications of Fuzzy Techniques by : Julia Rayz
Download or read book Explainable AI and Other Applications of Fuzzy Techniques written by Julia Rayz and published by Springer Nature. This book was released on 2021-07-27 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on an overview of the AI techniques, their foundations, their applications, and remaining challenges and open problems. Many artificial intelligence (AI) techniques do not explain their recommendations. Providing natural-language explanations for numerical AI recommendations is one of the main challenges of modern AI. To provide such explanations, a natural idea is to use techniques specifically designed to relate numerical recommendations and natural-language descriptions, namely fuzzy techniques. This book is of interest to practitioners who want to use fuzzy techniques to make AI applications explainable, to researchers who may want to extend the ideas from these papers to new application areas, and to graduate students who are interested in the state-of-the-art of fuzzy techniques and of explainable AI—in short, to anyone who is interested in problems involving fuzziness and AI in general.
Book Synopsis Decision Making Under Uncertainty, with a Special Emphasis on Geosciences and Education by : Laxman Bokati
Download or read book Decision Making Under Uncertainty, with a Special Emphasis on Geosciences and Education written by Laxman Bokati and published by Springer Nature. This book was released on 2023-03-21 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes new techniques for making decisions in situations with uncertainty and new applications of decision-making techniques. The main emphasis is on situations when it is difficult to decrease uncertainty. For example, it is very difficult to accurately predict human economic behavior, so in economics, it is very important to take this uncertainty into account when making decisions. Other areas where it is difficult to decrease uncertainty are geosciences and teaching. The book analyzes the general problem of decision making and shows how its results can be applied to economics, geosciences, and teaching. Since all these applications involve computing, the book also shows how these results can be applied to computing, including deep learning and quantum computing. The book is recommended to researchers, practitioners, and students who want to learn more about decision making under uncertainty—and who want to work on remaining challenges.
Book Synopsis Handbook Of Unconventional Computing (In 2 Volumes) by : Andrew Adamatzky
Download or read book Handbook Of Unconventional Computing (In 2 Volumes) written by Andrew Adamatzky and published by World Scientific. This book was released on 2021-08-18 with total page 1208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Did you know that computation can be implemented with cytoskeleton networks, chemical reactions, liquid marbles, plants, polymers and dozens of other living and inanimate substrates? Do you know what is reversible computing or a DNA microscopy? Are you aware that randomness aids computation? Would you like to make logical circuits from enzymatic reactions? Have you ever tried to implement digital logic with Minecraft? Do you know that eroding sandstones can compute too?This volume reviews most of the key attempts in coming up with an alternative way of computation. In doing so, the authors show that we do not need computers to compute and we do not need computation to infer. It invites readers to rethink the computer and computing, and appeals to computer scientists, mathematicians, physicists and philosophers. The topics are presented in a lively and easily accessible manner and make for ideal supplementary reading across a broad range of subjects.
Book Synopsis How Uncertainty-Related Ideas Can Provide Theoretical Explanation For Empirical Dependencies by : Martine Ceberio
Download or read book How Uncertainty-Related Ideas Can Provide Theoretical Explanation For Empirical Dependencies written by Martine Ceberio and published by Springer Nature. This book was released on 2021-04-21 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how to provide uncertainty-related theoretical justification for empirical dependencies, on the examples from numerous application areas. Such justifications are needed, since without them, practitioners may be reluctant to use these dependencies: purely empirical formulas often turn out to hold only in some cases. Examples of new theoretical explanations range from fundamental physics (quark confinement, galaxy superclusters, etc.) and geophysics (earthquake analysis) to transportation and electrical engineering to computer science (image processing, quantum computing) and pedagogy (equity, effect of repetitions). The book is useful to students and specialists in the corresponding areas. Most of the examples use common general techniques, so the book is also useful to practitioners and researchers in other application areas who look for ways to provide theoretical justifications for their areas’ empirical dependencies.
Book Synopsis Decision Making Under Uncertainty and Constraints by : Martine Ceberio
Download or read book Decision Making Under Uncertainty and Constraints written by Martine Ceberio and published by Springer Nature. This book was released on 2023-01-03 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows, on numerous examples, how to make decisions in realistic situations when we have both uncertainty and constraints. In most these situations, the book's emphasis is on the why-question, i.e., on a theoretical explanation for empirical formulas and techniques. Such explanations are important: they help understand why these techniques work well in some cases and not so well in others, and thus, help practitioners decide whether a technique is appropriate for a given situation. Example of applications described in the book ranges from science (biosciences, geosciences, and physics) to electrical and civil engineering, education, psychology and decision making, and religion—and, of course, include computer science, AI (in particular, eXplainable AI), and machine learning. The book can be recommended to researchers and students in these application areas. Many of the examples use general techniques that can be used in other application areas as well, so it is also useful for practitioners and researchers in other areas who are looking for possible theoretical explanations of empirical formulas and techniques.
Book Synopsis Handbook of Research on Faculty Development for Digital Teaching and Learning by : Elçi, Alev
Download or read book Handbook of Research on Faculty Development for Digital Teaching and Learning written by Elçi, Alev and published by IGI Global. This book was released on 2019-05-31 with total page 668 pages. Available in PDF, EPUB and Kindle. Book excerpt: Faculty development is currently practiced in a variety of approaches by individuals, committees, and centers of excellence. More research is needed to draw better benefit from these approaches in the impending digital world by taking advantage of digitally enabled teaching and learning. The Handbook of Research on Faculty Development for Digital Teaching and Learning offers holistic and multidisciplinary approaches to enhancing faculty effectiveness in teaching, boosting motivation, extending knowledge, expanding teaching behaviors, and disseminating skills in digital higher education settings. Featuring a broad range of topics such as faculty learning communities (FLCs), virtual learning environments, and professional development, this book is ideal for educators, educational technologists, curriculum developers, higher education staff, school administrators, principals, academicians, practitioners, and graduate students.
Book Synopsis Multi-Criteria Decision-Making Techniques for Improvement Sustainability Engineering Processes by : Edmundas Kazimieras Zavadskas
Download or read book Multi-Criteria Decision-Making Techniques for Improvement Sustainability Engineering Processes written by Edmundas Kazimieras Zavadskas and published by MDPI. This book was released on 2020-12-15 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of any activity and process depends fundamentally on the possibility of balancing (symmetry) needs and their satisfaction. That is, the ability to properly define a set of success indicators. The application of the developed new multi-criteria decision-making (MCDM) methods can be eliminated or decreased by decision-makers’ subjectivity, which leads to consistency or symmetry in the weight values of the criteria. In this Special Issue, 40 research papers and one review study co-authored by 137 researchers from 23 different countries explore aspects of multi-criteria modeling and optimization in crisp or uncertain environments. The papers propose new approaches and elaborate case studies in the following areas of application: MCDM optimization in sustainable engineering, environmental sustainability in engineering processes, sustainable multi-criteria production and logistics processes planning, integrated approaches for modeling processes in engineering, new trends in the multi-criteria evaluation of sustainable processes, and multi-criteria decision-making in strategic management based on sustainable criteria.
Book Synopsis Computational Collective Intelligence by : Ngoc Thanh Nguyen
Download or read book Computational Collective Intelligence written by Ngoc Thanh Nguyen and published by Springer Nature. This book was released on 2020-11-23 with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 12th International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November 2020.* The 70 full papers presented were carefully reviewed and selected from 314 submissions. The papers are grouped in topical sections on: knowledge engineering and semantic web; social networks and recommender systems; collective decision-making; applications of collective intelligence; data mining methods and applications; machine learning methods; deep learning and applications for industry 4.0; computer vision techniques; biosensors and biometric techniques; innovations in intelligent systems; natural language processing; low resource languages processing; computational collective intelligence and natural language processing; computational intelligence for multimedia understanding; and intelligent processing of multimedia in web systems. *The conference was held virtually due to the COVID-19 pandemic.
Book Synopsis Proceedings of the 2023 2nd International Conference on Educational Innovation and Multimedia Technology (EIMT 2023) by : Chew Fong Peng
Download or read book Proceedings of the 2023 2nd International Conference on Educational Innovation and Multimedia Technology (EIMT 2023) written by Chew Fong Peng and published by Springer Nature. This book was released on 2023-07-04 with total page 1241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. As a leading role in the global megatrend of scientific innovation, China has been creating a more and more open environment for scientific innovation, increasing the depth and breadth of academic cooperation, and building a community of innovation that benefits all. Such endeavors are making new contributions to the globalization and creating a community of shared future. To adapt to this changing world and China's fast development in the new era, 2023 2nd International Conference on Educational Innovation and Multimedia Technology to be held in March 2023. This conference takes "bringing together global wisdom in scientific innovation to promote high-quality development" as the theme and focuses on cutting-edge research fields including Educational Innovation and Multimedia Technology. EIMT 2023 encourages the exchange of information at the forefront of research in different fields, connects the most advanced academic resources in China and the world, transforms research results into industrial solutions, and brings together talent, technology and capital to drive development. The conference sincerely invites experts, scholars, business people and other relevant personnel from universities, scientific research institutions at home and abroad to attend and exchange!
Book Synopsis Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science by : Sheng-Lung Peng
Download or read book Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science written by Sheng-Lung Peng and published by Springer Nature. This book was released on 2022-06-28 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: The conference proceeding of ICMMCS 2021 presents most recent scientific and technological advances in the fields of engineering mathematics and computational science to strengthen the links in the scientific community. It is a collection of high-quality, peer-reviewed research papers presented at the Second International Conference on Mathematical Modeling and Computational Science (ICMMCS 2021), held online during October 29–30, 2021. The topics covered in the book are mathematical logic and foundations, numerical analysis, neural networks, fuzzy set theory, coding theory, higher algebra, number theory, graph theory and combinatory, computation in complex networks, calculus, differential educations and integration, application of soft computing, knowledge engineering, machine learning, artificial intelligence, big data and data analytics, high-performance computing, network and device security, Internet of Things (IoT).
Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran
Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer Nature. This book was released on 2020-07-23 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field.
Book Synopsis Proceedings of the 12th International Conference on Green Technology (ICGT 2022) by : Elly Susanti
Download or read book Proceedings of the 12th International Conference on Green Technology (ICGT 2022) written by Elly Susanti and published by Springer Nature. This book was released on 2023-05-29 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The International Conference of Green Technology (ICGT) is an annual multidisciplinary forum for promoting and fostering interactions between researchers, scientists, academia, and related industrial communities in studying the development of science and green technology. These conferences introduce newcomers to the field, keep practitioners aware of current developments, and provide unparalleled networking opportunities. Innovative science and technology must be developed to offered solutions for new normal adaptation in Post pandemic life in all fields. Therefore, “Empowering innovative science and technology for future environmental perspective” become the main topic of The 12th ICGT 2022. Considering the uncertainty of the COVID-19 outbreak, The 12th ICGT 2022 was held fully hybrid on October 26-27, 2022. The scientific programs will include keynote lectures, plenary lectures and invited lectures in parallel sessions. All participants will have virtual access to join the conferences and all authors will have opportunities to present work either virtually or on-site, in Malang Indonesia.
Book Synopsis Advances in Computer Science for Engineering and Education by : Zhengbing Hu
Download or read book Advances in Computer Science for Engineering and Education written by Zhengbing Hu and published by Springer. This book was released on 2018-05-11 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality, peer-reviewed research papers presented at the First International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2018), held in Kiev, Ukraine on 18–20 January 2018, and organized jointly by the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” and the International Research Association of Modern Education and Computer Science. The state-of-the-art papers discuss topics in computer science, such as neural networks, pattern recognition, engineering techniques, genetic coding systems, deep learning with its medical applications, as well as knowledge representation and its applications in education. It is an excellent reference resource for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education.
Book Synopsis Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022) by : Jemal H. Abawajy
Download or read book Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022) written by Jemal H. Abawajy and published by Springer Nature. This book was released on 2023-03-29 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative ideas, cutting-edge findings, and novel techniques, methods, and applications in a broad range of cybersecurity and cyberthreat intelligence areas. As our society becomes smarter, there is a corresponding need to secure our cyberfuture. The book describes approaches and findings that are of interest to business professionals and governments seeking to secure our data and underpin infrastructures, as well as to individual users.
Book Synopsis Multicultural Awareness and Technology in Higher Education: Global Perspectives by : Issa, Tomayess
Download or read book Multicultural Awareness and Technology in Higher Education: Global Perspectives written by Issa, Tomayess and published by IGI Global. This book was released on 2014-03-31 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diversity among university students plays a significant role in raising awareness of numerous issues surrounding cultural heritage, language differences, cross-cultural collaboration, and international education. The integration of technological tools can assist students in cooperating nationally and internationally both in their current educational and future professional settings. Multicultural Awareness and Technology in Higher Education: Global Perspectives encompasses the latest research on the impact and integration of technology into international education and culturally diverse learning environments. Providing the latest teaching and learning methods, technologies, and approaches at the university level, this publication is a useful reference for academics, educational administrators in public and private institutions, and information society researchers.
Book Synopsis Application of Big Data, Blockchain, and Internet of Things for Education Informatization by : Yinjun Zhang
Download or read book Application of Big Data, Blockchain, and Internet of Things for Education Informatization written by Yinjun Zhang and published by Springer Nature. This book was released on with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt:
