Böcker utgivna av Springer Nature Singapore

This book starts from the classic recommendation algorithms, introduces readers to the basic principles and main concepts of the traditional algorithms, and analyzes their advantages and limitations. Then, it addresses the fundamentals of deep learning, focusing on the deep-learning-based technology used, and analyzes problems arising in the theory and practice of recommender systems, helping readers gain a deeper understanding of the cutting-edge technology used in these systems. Lastly, it shares practical experience with Microsoft 's open source project Microsoft Recommenders. Readers can learn the design principles of recommendation algorithms using the source code provided in this book, allowing them to quickly build accurate and efficient recommender systems from scratch.

The book focuses on control and communication for demand response with thermostatically controlled loads. This is achieved by providing in-depth study on a number of major topics such as load control, optimization strategies, communication network model, resource allocation methods, system design, implementation, and performance evaluation. Two major cost modeling methods are established in detail, which are cost modeling based on Taguchi Loss Function and cost modeling based on regulation errors. The comprehensive and systematic treatment of issues in optimization strategies and resource allocation for demand response are one of the major features of the book, which is particularly suited for readers who are interested to learn solutions in control and communication. The book can benefit researchers, engineers, and graduate students in fields of control theory, automation, communication engineering and economics, etc.

The express delivery industry plays a pivotal role in fostering social and economic advancements. Promoting its development requires two key strategies: improving its infrastructure and revolutionizing its management approach. For this innovative research , the authors conduct a comprehensive examination of the express delivery industry¿s network optimization policies, the intricacies and complexity of its operational mechanism and the reform path for its innovation model. The goal is to build a theory of operations for this industry that can facilitate management reform by improving standardization, optimizing overall functionality, and increasing efficiency

This book comprises the select peer-reviewed proceedings of the Indian Geotechnical Conference (IGC) 2021. The contents focus on Geotechnics for Infrastructure Development and Innovative Applications. This book covers topics related application of natural and artificial geosynthetics in shallow foundation bearing capacity enhancement, highway & railway pavements, high speed rail and geo-environmental applications. Topics also covered related to simulation of geosynthetic encased stone column, application of geosynthetic for ground improvement, pore size distribution of compacted expansive soils, MICP, landfills, among others. This book is of interest to those in academia and industry. 

This book gathers selected high-quality research papers presented at the Second International Conference on Intelligent System (ICIS 2023), organized by Industrial University of Ho Chi Minh City, Vietnam during September 29¿30, 2023. It discusses high-quality and cutting-edge research in the areas of informatics, intelligent systems, and smart technologies and applications. The book is a collection of the latest research articles in intelligent control, artificial intelligence, neural networks, knowledge discovery, decision support systems, soft computing, data mining, and ontologies, machine learning, intelligent measurement, and other related fields.

This book highlights the fundamental concepts related to 57Fe Mössbauer spectrometry, useful for graduate students and researchers. The first three chapters present essential topics related to nuclear, quantum mechanics and magnetism. The final parts of the book focus on the fundamentals and applications of 57Fe Mössbauer spectrometry. As Mössbauer spectrometry is used by students and researchers in various disciplines, this book presents the essential aspects in the relevant subject areas. The Mössbauer parameters of Fe-based alloys, ferrimagnetic, antiferromagnetic and superconducting materials, as well as applications in earth sciences, life sciences and extraterrestrial studies, are covered.

This book is a collection of information about applying CRISPR-Cas systems for genome editing in plants. The main focus of this book is to address the recent advances and future prospects of CRISPR-Cas technology in crops.Genome editing technology is important because it can be used to improve plant traits. The earlier genome-engineering tools, zinc finger nucleases (ZFNs), and TAL effector nucleases (TALENs) are complicated to design and not flexible. The novel genome editor, CRISPR-Cas systems, has advantages over ZFNs and TALENs. The advantages are simple and easy to design precision in targeting and efficiency. Due to its precision and simplicity, the CRISPR-Cas technology has rapidly become the most popular genome-editing platform in life-science fields. CRISPR-Cas technology has been used widely for human gene therapy to treat diseases and for plant breeding programs for crop improvement.This book is of interest and useful to genome-editing professionals, plant breeders, horticulturists, field-level extension workers, nurserymen, planters, ecologists, and valuable source of reference to the relevant researchers.

This book discusses continuous and discrete nonlinear systems in systematic and sequential approaches. The unique feature of the book is its mathematical theories on flow bifurcations, nonlinear oscillations, Lie symmetry analysis of nonlinear systems, chaos theory, routes to chaos and multistable coexisting attractors. The logically structured content and sequential orientation provide readers with a global overview of the topic. A systematic mathematical approach has been adopted, featuring a multitude of detailed worked-out examples alongside comprehensive exercises. The book is useful for courses in dynamical systems and chaos and nonlinear dynamics for advanced undergraduate, graduate and research students in mathematics, physics and engineering. The second edition of the book is thoroughly revised and includes several new topics: center manifold reduction, quasi-periodic oscillations, Bogdanov¿Takens, periodbubbling and Neimark¿Sacker bifurcations, and dynamics on circle. The organized structures in bi-parameter plane for transitional and chaotic regimes are new active research interest and explored thoroughly. The connections of complex chaotic attractors with fractals cascades are explored in many physical systems. Chaotic attractors may attain multiple scaling factors and show scale invariance property. Finally, the ideas of multifractals and global spectrum for quantifying inhomogeneous chaotic attractors are discussed.

This book constitutes the proceedings of the 17th Chinese Conference, CCBR 2023, held in Xuzhou, China, during December 1¿3, 2023.The 41 full papers included in this volume were carefully reviewed and selected from 79 submissions. The volume is divided in topical sections named: Fingerprint, Palmprint and Vein Recognition; Face Detection, Recognition and Tracking; Affective Computing and Human-Computer Interface; Trustworthy, Privacy and Personal Data Security; Medical and Other Applications.

This book mainly introduces how to measure and analyze electric charge accumulation in Dielectrics. By using the PEA and Q(t) methods with the Quantum Chemical Calculation, the charge characteristics of solid dielectrics under different situations are analyzed, which are never discussed in detail by other books. The book contains a large number of experimental and simulation data as illustrations, and thus the reader can understand the theory in the book very easily. Meanwhile, the reader can learn how to use the two methods to measure charge behavior under different conditions and analyze the charge phenomena by Quantum Chemical Calculation.

This book presents the theories and methods for geology intelligent interpretation based on deep learning and remote sensing technologies. The main research subjects of this book include lithology and mineral abundance. This book focuses on the following five aspects: 1. Construction of geology remote sensing datasets from multi-level (pixel-level, scene-level, semantic segmentation-level, prior knowledge-assisted, transfer learning dataset), which are the basis of geology interpretation based on deep learning. 2. Research on lithology scene classification based on deep learning, prior knowledge, and remote sensing. 3. Research on lithology semantic segmentation based on deep learning and remote sensing. 4. Research on lithology classification based on transfer learning and remote sensing. 5. Research on inversion of mineral abundance based on the sparse unmixing theory and hyperspectral remote sensing. The book is intended for undergraduate and graduate students who are interested in geology, remote sensing, and artificial intelligence. It is also used as a reference book for scientific and technological personnel of geological exploration.

This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.

Artificial intelligence (AI) is rapidly gaining significance in the business world. With more and more organizations adopt AI technologies, there is a growing demand for business leaders, managers, and practitioners who can harness AI¿s potential to improve operations, increase efficiency, and drive innovation.This book aims to help management professionals exploit the predictive powers of AI and demonstrate to AI practitioners how to apply their expertise in fundamental business operations. It showcases how AI technology innovations can enhance various aspects of business management, such as business strategy, finance, and marketing. Readers interested in AI for business management will find several topics of particular interest, including how AI can improve decision-making in business strategy, streamline operational processes, and enhance customer satisfaction.As AI becomes an increasingly important tool in the business world, this book offers valuable insightsinto how it can be applied to various industries and business settings. Through this book, readers will gain a better understanding of how AI can be applied to improve business management practices and practical guidance on how to implement AI projects in a business context. This book also provides practical guides on how to implement AI projects in a business context using Python programming. By reading this book, readers will be better equipped to make informed decisions about how to leverage AI for business success.

This book presents diverse processes of crafting that bring humans, more-than-humans and the environment closer to one another and, by doing so, addresses personal and educational developments towards ecological sustainability. It discusses the human-material relationship, introduces posthuman theoretical entry points and reflects on the implementation of such theoretical perspectives in education. The practical examples of crafting-with the environment, the material practices and reflections posed in the book, provide insights into possible ways of levelling out human and material hierarchies.  The chapters of this book give examples of artists' and craftspeople's processes of thinking through materials and with materials, but also their reflections on how more-than-humans (animals and plants) craft from available materials, and how the environment and landscapes re-craft themselves through tedious processes of transformation. These case examples are founded on the authors' own experiences with phenomena they are trying to understand and critically explore.This book is of interest to professional creative practitioners, art and craft educators, art teacher educators or researchers in the field of creative practices. It has power to inspire rethinking of present educational practices, to ignite critical reflections about materials and more-than-humans, and, hopefully, motivate transformations toward more ecologically sustainable ways of life. 

This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.

This multidisciplinary book introduces all the known and unknown facts, tips, and tricks of laser procedures in various anorectal disorders including haemorrhoids, fistula in ano, anal fissure, pilonidal sinus, etc. It describes minimally invasive procedures, provides authoritative, in-depth presentations of all perspectives of this latest technique. Each chapter includes surgical anatomy, clinical evaluation, and the principle behind hybrid procedures, complications, and solutions that may arise while using Lasers. The book also discusses case presentations in various scenarios and a brief comparison of laser techniques with conventional procedures. It includes an up-to-date scientific and clinical data for quick reference. It emphasizes on "e;What to do, How to do and What not to do."e;This is a must-read book for all trainees and surgeons practicing anorectal disorders, providing an overview of the latest treatment options. This book empowers surgeons with in-depth knowledge and enhance their skills to manage common anorectal diseases. It will serve as a valuable guide for residents, clinicians, surgeons, researchers, and proctologists keen to use lasers as a futuristic approach to deal with anorectal disorders

This book focuses on surface activity of electron emission (EE). Prior to protective painting, a steel surface is usually grit blasted or sandblasted to remove scale and contaminants and to roughen the surface. This book emphasizes that such surface treatment causes EE, increasing the strength of paint adhesion. Introduced here are the experimental results of thermally assisted photoelectron emission (TAPE) and tribo-stimulated (rubbing) electron emission (TriboEE) from practical metals after different kinds of surface-treatment processes. A detailed description is given of how Arrhenius activation energies relating to electron transfer through the surface overlayer and also the energy levels of electrons trapped in the overlayer can be obtained, and how TAPE and TriboEE data can be influenced by the chemical properties of that overlayer. This book is composed of four parts: I. Surface treatment processes; II. The principle of EE analysis used for practical surfaces; III. Materials and methods of EE and X-ray photoelectron spectroscopy (XPS); IV. EE and XPS characteristics of practical surfaces. In the last part, the EE and XPS results for metals, semiconductors, and carbon materials are drawn from the author's own publications. The book will be useful for researchers engaging in surface-treatment processes of various materials.

This book mainly focuses on diversity of brain diseases, such as sleep disorders, major depression disorder, anxiety disorders, epilepsy, cognitive disorders, etc. It introduces the current pathological mechanisms of various diseases from the perspective of basic theories and research; it introduces the clinical evaluation and treatment of the above diseases from the clinical perspective. In addition, the current frontier research on therapeutics of neural stimulation for the above brain disorder was introduced, such as Transcranial electrical stimulation, magnetic stimulation, ultrasonic stimulation, etc., and the therapeutic strategy and stimuli parameters for reference were proposed.This book is aimed at clinical students, doctors and researchers in the field of neurology. Based on major brain diseases, this book systematically proposed the maneuverability, safety and effectiveness of neural stimulation technologies in the treatment of major brain diseases.

This edited book presents all feasible approaches to improve technology of algal biofuels production at both qualitative and quantitative front. The book's focus in on enhancing mass scale production of algae based biofuels by addressing technological issues and filling the existing gaps to make it smooth for practical as well as commercial implementation. The book also explores in depth analysis of various issues other than technology and related to improve technological significance for practical biofuels production from algae. Low cost strategies and higher mass production is one of the most sounding agenda of the book. The book also evaluates enlighten various sustainable algal biofuels options which are close towards commercial application along with their green future prospect. Societal and environment friendly approach even for commercial application has also been discussed in book. This is a useful reading material for  researchers and students of biofuels and reneable energy.  

This book focuses on China's efforts to address climate change on both the strategic and practical levels since the Katowice Climate Change Conference. Featured articles provide readers with both an overview and detailed discussions of topics such as assessment of low-carbon city development, building climate resilience, global climate governance, just transition, climate finance, and others. All the contributors are leading experts in the field from Research Institute for Eco-civilization (formerly Institute of Urban and Environmental Studies), Chinese Academy of Social Sciences, and China Meteorological Administration.

This edited book brings out a comprehensive account of the faunal diversity in Great Nicobar Biosphere Reserve which is part of the Sundaland Biodiversity hotspot. The main focus of this volume is to address the ecological and economic significance of the biodiversity of this region. The book provides latest information on the faunal diversity of Great Nicobar Biosphere. It focuses on various faunal communities of this regions such as Floral diversity, Butterflies, Moths, Dragonflies & Damselflies, Termites, Hymenoptera, Coleoptera, Scorpion, Spiders, Turtle, Nicobar megapode. Chapters in this volume also covers Reptiles & Amphibians, Fishes, Mammals, Land and freshwater Mollusca. Marine animals such as Opisthobranchs, Sponges, Scleractinian Corals and Soft corals, Sea Anemones, Polyclads, Marine Molluscs, Echinoderms are also discussed. It is of interest for the researchers, teachers, scientists, capacity builders, policy makers. Also serve as reading materials for graduate and post graduate students e.g., Wildlife Biology, Forestry, Environmental Science, Wildlife Ecology, Zoology, Life sciences, Parks/Sanctuaries managers, National and International scientists, policy makers will also find this to be a useful document.

The book is a collection of research papers presented at the First International Conference on International Conference on Ambient Intelligence in Health Care (ICAIHC 2021) organized by Institute of Technical Education and Research, Siksha 'O' Anusandhan (Deemed to be University) University, Bhubaneswar, India, during April 15-16, 2022. It includes papers in the research area of e-health care, telemedicine, other medical technologies, life support systems, fast detection and diagnoses, developed technologies and innovative solutions, bioinformatics, and solutions for monitoring smart intelligent systems in health care.

This book presents select proceedings of the Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC-21). Various topics covered in this book include geotechnical engineering, earthquake geotechnical engineering, geoenvironmental engineering, ground improvement, transportation geotechnics, waste management and sustainable engineering. The book will be a valuable reference for researchers and professionals in the discipline of civil, materials, geoenvironmental engineering, landfills, hydrogeology, ground improvement and earthquake geotechnical engineering.

This book provides a detailed overview of high entropy materials and alloys, discussing their structure, the processing of bulk and nanostructured alloys as well as their mechanical and functional properties and applications. It covers the exponential growth in research which has occurred over the last decade, discussing novel processing techniques, estimation of mechanical, functional and physical properties, and utility of these novel materials for various applications. Given the expanding scope of HEAs in ceramics, polymers, thin films and coating, this book will be of interest to material scientists and engineers alike.