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Embedded Machine Learning with Microcontrollers: Applications on STM32 Development Boards
by Cem Ünsalan Berkan Höke Eren AtmacaThis textbook introduces basic embedded machine learning methods by exploring practical applications on STM32 development boards. Covering traditional and neural network-based machine learning methods implemented on microcontrollers, the text is designed for use in courses on microcontrollers, microprocessor systems, and embedded systems. Following the learning by doing approach, the book will enable students to grasp embedded machine learning concepts through real-world examples that will provide them with the design and implementation skills needed for a competitive job market. By utilizing a programming environment that enables students to reach and modify low-level microcontroller properties, the material allows for more control of the developed system. Students will be guided in implementing machine learning methods to be deployed and tested on microcontrollers throughout the book, with the theory behind the implemented methods also emphasized. Sample codes and course slides are available for readers and instructors, and a solutions manual is available to instructors. The book will also be an ideal reference for practicing engineers and electronics hobbyists.
Embedded Random Matrix Ensembles in Quantum Physics
by V.K.B. KotaAlthough used with increasing frequency in many branches of physics, random matrix ensembles are not always sufficiently specific to account for important features of the physical system at hand. One refinement which retains the basic stochastic approach but allows for such features consists in the use of embedded ensembles. The present text is an exhaustive introduction to and survey of this important field. Starting with an easy-to-read introduction to general random matrix theory, the text then develops the necessary concepts from the beginning, accompanying the reader to the frontiers of present-day research. With some notable exceptions, to date these ensembles have primarily been applied in nuclear spectroscopy. A characteristic example is the use of a random two-body interaction in the framework of the nuclear shell model. Yet, topics in atomic physics, mesoscopic physics, quantum information science and statistical mechanics of isolated finite quantum systems can also be addressed using these ensembles. This book addresses graduate students and researchers with an interest in applications of random matrix theory to the modeling of more complex physical systems and interactions, with applications such as statistical spectroscopy in mind.
Embracing Machines and Humanity Through Cognitive Computing and IoT (Advanced Technologies and Societal Change)
by Xiao-Zhi Gao Mohammed UsmanThis book sheds light on systems that learn extensively, with purpose and naturally interact with humans. Improving operations and increasing competitive differentiation among manufacturing organizations by harnessing the power of cognitive abilities, IoT can help build and influence the flow of information—making the shop floor more cognitive through effective processing, analysis, and operational optimization. Now we are seeing the first-hand potential of cognitive computing—its ability to transform businesses, governments, and society. The real potential of the cognitive age can be realized by combining data analysis and statistical reasoning of machines with uniquely human qualities, such as self-directed goals, common sense, and moral values, improving operations and increasing competitive differentiation among manufacturing organizations. By harnessing the power of cognitive abilities, IoT can help build and influence the flow of information—making the shop floor more cognitive through effective processing, analysis, and operational optimization. Cognitive initiatives come in all shapes and sizes, from change to strategy and everything in between. What most successful projects have in common, no matter how ambitious, is they start with a clear view of what technology can do. Therefore, the first job of a cognitive scientists is to gain a firm understanding of cognitive abilities, as presented in this book.
Embracing Mathematics: On Becoming a Teacher and Changing with Mathematics
by Peter Appelbaum with David AllenThis alternative textbook for courses on teaching mathematics asks teachers and prospective teachers to reflect on their relationships with mathematics and how these relationships influence their teaching and the experiences of their students. Applicable to all levels of schooling, the book covers basic topics such as planning and assessment, classroom management, and organization of classroom experiences; it also introduces some novel approaches to teaching mathematics, such as psychoanalytic perspectives and post-modern conceptions of curriculum. Traditional methods-of-teaching issues are recast in a new discourse, provoking new ideas for making mathematics education meaningful to teachers as well as their students. Co-authored by a professor and coordinator of mathematics education programs, with illustrative contributions from practicing elementary, middle, and high school mathematics teachers, this book is a unique collaboration across all pre-college grades, making it ideal for teacher discussion groups at any level. Embracing Mathematics: integrates pedagogy and content exploration in ways that are unique in mathematics education features textboxes with reflection questions and suggested explorations that can be easily utilized as homework for a course or as discussion opportunities for teacher reading groups offers examples of teachers’ action research projects that grew out of their interactions with the main chapters in the book is not narrowly limited to mathematics education but incorporates curriculum studies – an invaluable asset that allows instructors to find more ways to engage students in self-reflexive acts of teaching Embracing Mathematics is intended as a method text for undergraduate and master’s-level mathematics education courses and more specialized graduate courses on mathematics education, and as a resource for teacher discussion groups.
Embracing Reason: Egalitarian Ideals and the Teaching of High School Mathematics (Studies in Mathematical Thinking and Learning Series)
by Daniel Chazan Sandra Callis Michael LehmanThis book tells a single story, in many voices, about a serious and sustained set of changes in mathematics teaching practice in a high school and how those efforts influenced and were influenced by a local university. It includes the writings and perspectives of high school students, high school teachers, preservice teacher candidates, doctoral students in mathematics education and other fields, mathematics teacher educators, and other education faculty. As a whole, this case study provides an opportunity to reflect on reform visions of mathematics for all students and the challenges inherent in the implementation of these visions in US schools. It challenges us to rethink boundaries between theory and practice and the relative roles of teachers and university faculty in educational endeavors.
Emeka's Gift: An African Counting Book
by Ifeoma OnyefuluAs a young African boy travels to visit his grandmother, he passes through the village market, where he sees lots of things Granny would like -- four brooms, five hats, six necklaces, seven musical instruments, and so on. Stunning photographs taken in Emeka's southern Nigerian village illustrate this heartwarming story. The pages in this book are not numbered. Other books by this author are available in this library.
Emergence of Temperature in Examples and Related Nuisances in Field Theory (SpringerBriefs in Physics)
by Antal Jakovác Tamás Sándor BiróField theory, relying on the concept of continuous space and time while confronted with the quantum physical nature of observable quantities, still has some fundamental challenges to face. One such challenge is to understand the emergence of complexity in the behavior of interacting elementary fields, including among other things nontrivial phase structures of elementary matter at high energy density or an atypical emergence of statistical properties, e.g., when an apparent temperature is proportional to a constant acceleration in a homogeneous gravitational field. Most modern textbooks on thermal field theory are mainly concerned with how the field theory formalism should be used if a finite temperature is given. In contrast, this short primer explores how the phenomenon of temperature emerges physically for elementary fields - inquiring about the underlying kinetic field theory and the way energy fluctuations and other noise should be handled - and it investigates whether and how this harmonizes with traditional field theory concepts like spectral evolution, the Keldysh formalism, and phase transitions.
Emergent Computation
by Andrew AdamatzkyThis book is dedicated to Professor Selim G. Akl to honour his groundbreaking research achievements in computer science over four decades. The book is an intellectually stimulating excursion into emergent computing paradigms, architectures and implementations. World top experts in computer science, engineering and mathematics overview exciting and intriguing topics of musical rhythms generation algorithms, analyse the computational power of random walks, dispelling a myth of computational universality, computability and complexity at the microscopic level of synchronous computation, descriptional complexity of error detection, quantum cryptography, context-free parallel communicating grammar systems, fault tolerance of hypercubes, finite automata theory of bulk-synchronous parallel computing, dealing with silent data corruptions in high-performance computing, parallel sorting on graphics processing units, mining for functional dependencies in relational databases, cellular automata optimisation of wireless sensors networks, connectivity preserving network transformers, constrained resource networks, vague computing, parallel evolutionary optimisation, emergent behaviour in multi-agent systems, vehicular clouds, epigenetic drug discovery, dimensionality reduction for intrusion detection systems, physical maze solvers, computer chess, parallel algorithms to string alignment, detection of community structure. The book is a unique combination of vibrant essays which inspires scientists and engineers to exploit natural phenomena in designs of computing architectures of the future.
Emerging AI Applications in Earth Sciences: Challenges, Impact and Analysis (Sustainable Artificial Intelligence-Powered Applications)
by Md. Mehedi Hassan Farhana Yasmin Chander Prabha Asif KarimThis proposed book provides deeper insights into artificial intelligence techniques and procedures available for earth sciences. This book unveils several applications of metaheuristic approaches (i.e., swarm intelligence and IoT technologies) in collaboration with AI for earth sciences. It presents the science behind smart technologies that reveal the power of artificial intelligence and IoT. These methodologies help to extract meaningful insights from earth sciences big data analytics. These advanced technologies used in earth science practices can remove geographical barriers, locally adaptive, operationally feasible, and economically affordable. The areas can be explored with the aim of digitizing the whole world. Technological advancement also impacts the financial aspect involved in managing the earth sciences. Intelligent AI applications have made significant strides in the field of earth sciences, offering novel solutions to complex challenges, driving impactful research, and revolutionizing data analysis and interpretation. This intersection of artificial intelligence and earth sciences has paved the way for an enhanced understanding of our planet and its various phenomena.
Emerging Applications in Free Boundary Problems (Chapman And Hall/crc Research Notes In Mathematics Ser.)
by J M ChadamThis Research Note presents a collection of papers on emerging applications in free boundaryproblems. The subjects covered include microgravity, chemical and biological reactions, and electromagnetism and electronics.
Emerging Applications of Control and Systems Theory: A Festschrift In Honor Of Mathukumalli Vidyasagar (Lecture Notes In Control And Information Sciences - Proceedings Ser.)
by Roberto Tempo Stephen Yurkovich Pradeep MisraThis book celebrates Professor Mathukumalli Vidyasagar’s outstanding achievements in systems, control, robotics, statistical learning, computational biology, and allied areas. The contributions in the book summarize the content of invited lectures given at the workshop “Emerging Applications of Control and Systems Theory” (EACST17) held at the University of Texas at Dallas in late September 2017 in honor of Professor Vidyasagar’s seventieth birthday. These contributions are the work of twenty-eight distinguished speakers from eight countries and are related to Professor Vidyasagar’s areas of research. This Festschrift volume will remain as a permanent scientific record of this event.
Emerging Applications of Ions and Plasmas (Springer Series on Atomic, Optical, and Plasma Physics #127)
by Samar K. Guharay Motoi WadaThis book discusses recent advances in the science and technology of charged particles and emerging frontiers in applications of ions and plasmas. In particular, this includes: ion/plasma interactions with soft matters, especially, interrogating local bio cells, bio systems, liquids and gels; interactions with ambient environments; processes associated with fine-scale characterization of materials, materials modification, new material discovery, and above all, plasma chemistry. The book takes a broad view of the underlying problems with a distinct aim to engage young researchers and even advanced undergraduate and beginning graduate students. The first few chapters discuss relevant broad science issues covering ions and plasmas as well as methodologies for their manipulations; in addition, mathematical and computational tools for analysis are highlighted through simple examples. This background knowledge, in turn, develops a solid foundation for the chapters on numerous emerging application areas. A balance between science and engineering, along with relevant computational modeling, simulation, and exploitation of data, is maintained throughout. Prospective outlooks for the future are discussed. Overall, this book offers a lens for the reader to get acquainted with active and fruitful emerging application domains for future explorations.
Emerging Dynamics in Business and Economics: Proceedings of the 4th Current Issues in Business and Economic Studies (CIBES) Conference, Rome, Italy, June 20-22, 2024 (Springer Proceedings in Business and Economics)
by Mushfiqur Rahman Andrea Appolloni Erhan Aydin Betül HayrullahoğluThis volume features a collection of selected papers presented at the 4th Current Issues in Business and Economic Studies (CIBES) Conference, held in Frascati (Rome) from June 20-22, 2024. The CIBES Conference offers global perspectives on business and economic research, incorporating analysis at the micro-individual, meso-organizational, and macro-national levels. This book provides a comprehensive overview of contemporary research topics such as sustainable business practices, the impact of digital transformation on global markets, the dynamics of global trade, the future of work, the economic effects of global health challenges, innovation in entrepreneurship, and issues of equality, diversity, and inclusion. Additionally, it proposes frameworks and recommendations to assist organizations and researchers in addressing and managing the complexities of the global business and economic environment effectively. Through this lens, the book seeks to contribute valuable insights and methodologies to the fields of business and economics, serving as a vital resource for academics, practitioners, and policymakers engaged in understanding and navigating the intricate landscape of global business and economic challenges.
Emerging Frontiers in Nonlinear Science (Nonlinear Systems and Complexity #32)
by Avadh Saxena Jesús Cuevas-Maraver Panayotis G. KevrekidisThis book explores the impact of nonlinearity on a broad range of areas, including time-honored fields such as biology, geometry, and topology, but also modern ones such as quantum mechanics, networks, metamaterials and artificial intelligence. The concept of nonlinearity is a universal feature in mathematics, physics, chemistry and biology, and is used to characterize systems whose behavior does not amount to a superposition of simple building blocks, but rather features complex and often chaotic patterns and phenomena. Each chapter of the book features a synopsis that not only recaps the recent progress in each field but also charts the challenges that lie ahead. This interdisciplinary book presents contributions from a diverse group of experts from various fields to provide an overview of each field’s past, present and future. It will appeal to both beginners and seasoned researchers in nonlinear science, numerous areas of physics (optics, quantum physics, biophysics), and applied mathematics (ODEs, PDEs, dynamical systems, machine learning) as well as engineering.
Emerging Frontiers in Operations and Supply Chain Management: Theory and Applications (Asset Analytics)
by C. Rajendran B. Vipin Ganesh Janakiraman Deepu PhilipThis edited book addresses the challenges in managing the operations and supply chain of organizations in the era of internet of things and Industry 4.0. It presents cutting edge research on real world operations related problems, in-depth analyses, and relevant managerial implications. Wide variety of solution approaches such as quantitative, quantitative, and simulations are presented in the context of managing the operations and supply chains. Consisting of selected papers from the XXIII Annual International Conference of Society of Operations Management, this volume is part of a two volume series with the other book consisting of chapters on quantitative decision making. This edited book covers various quantitative models on operations and supply chain management such as inventory optimization, machine learning-operations research integrated model for healthcare systems, game-theoretic analysis of review strategies in truthful information sharing, design of contracts in supply chains, supply chain optimization, inventory routing, and shop floor scheduling. In addition to the quantitative models, several innovative heuristics are proposed for different problems. This book explores qualitative models on improving the performance of small and medium enterprises and petroleum industries and a simulation model for staff allocation in the information technology industry. Finally, this book provides review articles on vaccine supply chains and behavioral operations management.The book throws light on the emerging trends in the use of analytics, optimization, and simulation tools and empirical analysis to improve the performance of operations and supply chains of organizations. It will serve as an essential resource for practitioners, students, faculty members and scholars in operations management and related areas to gain knowledge and pursue high quality research on developments in areas such as managing the resource management and the solution methodology---innovative tools employed in addressing the real world problems and the different optimization techniques.
Emerging Human Viral Diseases, Volume II: Encephalitic, Gastroenteric, and Immunodeficiency Viral Infections
by Prudhvi Lal Bhukya Anbazhagan SubbaiyanThe second volume of the book Emerging Human Viral Diseases discusses pathogenesis, diagnostics, and therapeutic strategies against viral encephalitis, gastroenteritis, and human immunodeficiency viral infections. The chapters discuss symptoms, diagnostics, and preventive strategies against viral infections. The book also reviews the epidemiology and evolution of viruses causing these infections. It also examines symptoms and strategies for developing novel diagnostics and the vaccine against these viruses. Toward the end, it discusses various biosafety principles for handling emerging viruses and reviews various bioinformatics tools and databases in virology research. This timely book offers valuable resource for the scientists working in the field of emerging viral infections and those involved in preventing, controlling, and managing viral diseases. Inclusively this book will be valuable guide covering most recent scientific progress in emerging human viral diseases and management and will serve as the best resource for undergraduates, graduates, medical professionals, researchers, public health physicians, and national and international health authorities.
Emerging Markets: Performance, Analysis and Innovation (Chapman & Hall/CRC Finance Series)
by Greg N. GregoriouAlthough emerging market economies consist of 50% of the global population, they are relatively unknown. Filling this knowledge gap, Emerging Markets: Performance, Analysis and Innovation compiles the latest research by noteworthy academics and money managers from around the world. With a focus on both traditional emerging markets and new areas, su
Emerging Non-Clinical Biostatistics in Biopharmaceutical Development and Manufacturing (Chapman & Hall/CRC Biostatistics Series)
by Harry YangThe premise of Quality by Design (QbD) is that the quality of the pharmaceutical product should be based upon a thorough understanding of both the product and the manufacturing process. This state-of-the-art book provides a single source of information on emerging statistical approaches to QbD and risk-based pharmaceutical development. A comprehensive resource, it combines in-depth explanations of advanced statistical methods with real-life case studies that illustrate practical applications of these methods in QbD implementation.
Emerging Problems in the Homogenization of Partial Differential Equations (SEMA SIMAI Springer Series #10)
by Patrizia Donato Manuel Luna-LaynezThis book contains some of the results presented at the mini-symposium titled Emerging Problems in the Homogenization of Partial Differential Equations, held during the ICIAM2019 conference in Valencia in July 2019. The papers cover a large range of topics, problems with weak regularity data involving renormalized solutions, eigenvalue problems for complicated shapes of the domain, homogenization of partial differential problems with strongly alternating boundary conditions of Robin type with large parameters, multiscale analysis of the potential action along a neuron with a myelinated axon, and multi-scale model of magnetorheological suspensions. The volume is addressed to scientists who deal with complex systems that presents several elements (characteristics, constituents...) of very different scales, very heterogeneous, and search for homogenized models providing an effective (macroscopic) description of their behaviors.
Emerging Techniques in Applied Demography
by M. Nazrul Hoque Lloyd B. PotterBy bringing together top-notch demographers, sociologists, economists, statisticians and public health specialists from Asia, Africa, Europe, and North America to examine a wide variety of public and private issues in applied demography, this book spans a wide range of topics. It evaluates population estimates and projections against actual census counts and suggests further improvement of estimates and projection techniques and evaluation procedures; new techniques are proposed for estimating families and households and particular attention is paid to the much-discussed topic of access to health care. Coverage extends to factors influencing health status and elder abuse, child bearing and labor market analysis and the effects of education on labor market outcomes of native white American and immigrant European populations. Methodologically rigorous and pragmatically useful, Emerging Techniques in Applied Demography also examines a wide variety of public and private issues under the field of applied demography. It provides a broad overview of research topics and also reflects substantial development in the field of applied demography. It also bridges the gap between theory and research by providing several examples of work of distinguished applied demographic.
Emerging Trends in Artificial Intelligence, Data Science and Signal Processing: First International Conference, AIDSP 2023, Kanpur, India, October 20–21, 2023, Proceedings, Part I (Communications in Computer and Information Science #2439)
by Karm Veer Arya Saurabh Singh Ciro Rodriguez Rodriguez Altaf Osman MulaniThe two-volume set, CCIS 2439 and CCIS 2440, constitutes the proceedings of the First International Conference on Emerging Trends in Artificial Intelligence, Data Science and Signal Processing, AIDSP 2023, held in Kanpur, India, in October 2023. The 25 full papers and 11 Short papers in this book were carefully reviewed and selected from 260 submissions. These papers focus on the topics such as Artificial Intelligence, Machine Learning and Signal Processing.
Emerging Trends in Artificial Intelligence, Data Science and Signal Processing: First International Conference, AIDSP 2023, Kanpur, India, October 20–21, 2023, Proceedings, Part II (Communications in Computer and Information Science #2440)
by Karm Veer Arya Saurabh Singh Ciro Rodriguez Rodriguez Altaf Osman MulaniThe two-volume set, CCIS 2439 and CCIS 2440, constitutes the proceedings of the First International Conference on Emerging Trends in Artificial Intelligence, Data Science and Signal Processing, AIDSP 2023, held in Kanpur, India, in October 2023. The 25 full papers and 11 Short papers in this book were carefully reviewed and selected from 260 submissions. These papers focus on the topics such as Artificial Intelligence, Machine Learning and Signal Processing.
Emerging Trends in Data Driven Computing and Communications: Proceedings of DDCIoT 2021 (Studies in Autonomic, Data-driven and Industrial Computing)
by Neha Yadav Dharm Singh Jat Rajeev Mathur C. P. Gupta Vaibhav KatewaThis book includes best selected, high-quality research papers presented at International Conference on Data Driven Computing and IoT (DDCIoT 2021) organized jointly by Geetanjali Institute of Technical Studies (GITS), Udaipur, and Rajasthan Technical University, Kota, India, during March 20–21, 2021. This book presents influential ideas and systems in the field of data driven computing, information technology, and intelligent systems.
Emerging Trends in Engineering, Science and Technology for Society, Energy and Environment: Proceedings of the International Conference in Emerging Trends in Engineering, Science and Technology (ICETEST 2018), January 18-20, 2018, Thrissur, Kerala, India
by Rajesh Vanchipura K. S. JijiThe International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST) was held at the Government Engineering College, Thrissur, Kerala, India, from 18th to 20th January 2018, with the theme, “Society, Energy and Environment”, covering related topics in the areas of Civil Engineering, Mechanical Engineering, Electrical Engineering, Chemical Engineering, Electronics & Communication Engineering, Computer Science and Architecture. Conflict between energy and environment has been of global significance in recent years. Academic research needs to support the industry and society through socially and environmentally sustainable outcomes. ICETEST 2018 was organized with this specific objective. The conference provided a platform for researchers from different domains, to discuss and disseminate their findings. Outstanding speakers, faculties, and scholars from different parts of the world presented their research outcomes in modern technologies using sustainable technologies.
Emerging Wireless Technologies and Sciences: Second International Conference, ICEWTS 2024, Uttarakhand, India, October 6–7, 2024, Proceedings (Communications in Computer and Information Science #2399)
by Ashish Bagwari Durg Singh Chauhan Eduard Babulak Jorge Luis Victoria BarbosaThis book constitutes the refereed proceedings of the Second International Conference on Emerging Wireless Technologies and Sciences, ICEWTS 2024, held in Uttarakhand, India, during October 6–7, 2024.The 8 full papers and 4 short papers included in this book were carefully reviewed and selected from 430 submissions. They focus on multidisciplinary framework of communication engineering, wireless sensor networks, electrical engineering, renewable energies, materials science, physics, mathematics, computer, environment, and many more.