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Deep learning and computer vision in remote sensing-II
Computer vision (CV) have seen a massive rise in popularity in the remote sensing field over the last few years. This success is mostly due to the effectiveness of deep learning (DL) algorithms. However, remote sensing data acquisition and annotation, as well as information extraction from massive remote sensing data, are still challenging. This reprint collected novel developments in the field of deep learning and computer vision methods for remote sensing. Papers dealing with fundamental theoretical analyses, as well as those demonstrating their application to real-world problems, have been published. With practical examples and real-world case studies, this reprint provides a valuable resource for researchers, professionals, and students seeking to harness the power of deep learning in the field of remote sensing.
Deep learning and computer vision in remote sensing-I
In the last few years, huge amounts of progress have been made regarding remote sensing in the field of computer vision. This success and progress is mostly due to the effectiveness of deep learning (DL) algorithms. In addition, the remote sensing community has shifted its attention to DL, and DL algorithms have been used to achieve significant success in many image analysis tasks. However, with regard to remote sensing, a number of challenges caused by difficulties in data acquisition and annotation have not been fully solved yet. This reprint is a collection of novel developments in the field of remote sensing using computer vision, deep learning, and artificial intelligence. The articles published involve fundamental theoretical analyses as well as those demonstrating their application to real-world problems.
Deduction, Computation, Experiment : Exploring the Effectiveness of Proof
What is a proof for? What is the characteristic use of a proof as a computation, as opposed to its use as an experiment? What is the relationship between mathematical procedures and natural processes? The essays collected in this volume address such questions from different points of view and will interest students and scholars in several branches of scientific knowledge. Some essays deal with the logical skeleton of deduction, others examine the interplay between natural systems and models of computation, yet others use significant results from the natural sciences to illustrate the character of procedures in applied mathematics. Focusing on relevant conceptual and logical issues underlying the overall quest for proving, the volume seeks to cast light on what the effectiveness of proof rests on.
Database performance at scale: a practical guide
Optimizing database performance at the scale required for today’s data-intensive applications often requires more than performance tuning and scaling out. This book shares commonly overlooked considerations, pitfalls, and opportunities that have helped many teams break through database performance plateaus. It’s neither a definitive guide to distributed databases nor a beginner’s resource. Rather, it’s a look at the many different factors that impact performance, and our top field-tested recommendations for navigating them. Chapter 1 provides two (fun and fanciful) tales that surface some of the many roadblocks you might face and highlight the range of strategies for navigating around them.
Cosmeceuticals as Game Changers in the Cosmetic Industry
Objectives of this work is to compare conventional cosmetics to biotechnology derived cosmeceuticals in terms of skin anti-aging, skin color modulation and hair growth, and to find out which is of greater overall performance. Research revealed superiority of cosmeceuticals to classical cosmetics as it was found that many classical cosmetic agents used for aesthetical purposes posed a certain level of either ineffectiveness, for the reason that the effect did not treat the cause of the problem and was merely temporary and external, or harmfulness because of proposed potential health risks and adverse effects. Whereas cosmeceuticals presented promising novel mechanisms and compounds for a deeper, more thorough remedy.
Content Infrastructure management : Results of an empirical study in the print industry
Alexander Benlian explores the question of whether to centralize or to decentralize media content. The findings basically emphasize the need to design publishing organizations that follow certain patterns of congruency and consistency in order to realize greater effectiveness. These observed patterns or invariabilities may provide infrastructure managers with a benchmark against which to reassess the design of their own content allocation configuration. Aligned content infrastructures can be considered to dramatically increase the smoothness of content flows and to enhance production and bundling capabilities.
Contemporary Medical Acupuncture : A Systems Approach
Contemporary Medical Acupuncture aims to bridge the gap between classical acupuncture therapy and contemporary medicine to achieve their ultimate integration. Based on updated reviews and systematic analyses, the meridians are actually systems of physiological and pathological reflexes in the body, and whole body reflex zones is proposed, which may efficiently inherit and clarify the meridian system. The systems methodology, together with the authors’ clinical expertise of 40 years, is applied to raise the reproducibility of effectiveness in treating various indications of acupuncture, especially intractable cases. Outstanding features of the book are its incisive and concrete descriptions about theories and techniques of clinical acupuncture, a novel systems approach, and a great deal of case studies.
Consumer perception of food attributes
Objectives of this book is to summarize recent empirical findings from scholarly works on how consumers value food credence attributes. Such knowledge would benefit producers, processors, retailers, and policy makers. Another objective of this book is to discuss the effectiveness of the programs that have been introduced to strengthen the relationship between producers and consumers. Many programs have been developed to more effectively inform consumers regarding food production processes.
Concrete - filled double skin steel tubular column with hybrid fibre reinforced polymer : post fire repair
Highlights the residual strength of the CFDST column, that can be used to determine the most suitable repair method in order to retrofit the column. The book elaborates on the behavior of CFDST column after being exposed to fire. This book also discusses the effectiveness of repair method using single and Hybrid Fibre Reinforced Polymer (FRP) of fire-damaged CFDST columns.
Computational intelligence based on lattice theory
The emergence of lattice theory within the field of computational intelligence (CI) is partially due to its proven effectiveness in neural computation. Moreover, lattice theory has the potential to unify a number of diverse concepts and aid in the cross-fertilization of both tools and ideas within the numerous subfields of CI. The compilation of this eighteen-chapter book is an initiative towards proliferating established knowledge in the hope to further expand it. This edited book is a balanced synthesis of four parts emphasizing, in turn, neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The articles here demonstrate how lattice theory may suggest viable alternatives in practical clustering, classification, pattern analysis, and regression applications.
Combined and Hybrid Adsorbents : Fundamentals and Applications
Adsorption is a separation process playing a fundamental role in several industrial areas, being used in both purification and bulk separations. The adsorbent used is the main parameter controlling the effectiveness of the process. Emerging new separations and the improvement of existing ones constitute the driving force for the development of new adsorbents with improved adsorbing properties.
Collective Actions in Europe : A Comparative, Economic and Transsystemic Analysis
This book offers an analytical presentation of how Europe has created its own version of collective actions. In the last three decades, Europe has seen a remarkable proliferation of collective action legislation, making class actions the most successful export product of the American legal scholarship. While its spread has been surrounded by distrust and suspiciousness, today more than half of the EU Member States have introduced collective actions for damages and from those who did, more than half chose, to some extent, the opt-out system. This book demonstrates why collective actions have been felt needed from the perspective of access to justice and effectiveness of law, the European debate and the deep layers of the European reaction and resistance, revealing how the Copernican turn of class actions questions the fundamentals of the European thinking about market and public interest. Using a transsystemic presentation of the European national models, it analyzes the way collective actions were accommodated with the European regulatory environment, the novel and peculiar regulatory questions they had to address and how and why they work differently on this side of the Atlantic.
Clinical Research Methods for Surgeons
The text addresses the clinical research questions facing 21st century surgeons, and provides clear direction on how to incorporate sophisticated research techniques into practice. In addition to the surgical generalist, this practical volume is specifically oriented to surgeons who treat unique diseases, yet have no single resource to facilitate clinical research in these specific areas. This comprehensive and easy-to-use guide encompasses the entire process of clinical study design, application, and assessment. Part One is aimed at the young surgeon about to engage in new studies, and gives a general overview of the infrastructure of clinical research. Parts Two and Three are geared towards experienced investigators interested in pursuing clinical research and surgeons reviewing the literature for practical application. Part Two focuses on study design and related statistical issues, while Part Three is concerned with measuring and assessing the outcome of clinical studies. Part Four presents topics of interest to the active investigator, such as quality of care and cost-effectiveness analyses. Clinical Research Methods for Surgeons is relevant to both beginning investigators and established researchers, and addresses the unique concerns of surgical diseases and acknowledges that they require special approaches to deal with clinical questions.
Mathematical Methods for Robust and Nonlinear Control : EPSRC Summer School
The underlying theory on which much modern robust and nonlinear control is based can often be dif?cult for the student to grasp. In particular, the mathematical - pects can be problematic for students from a standard engineering background. The EPSRC sponsored Summer School which was held in Leicester in September 2006 attempted to “?ll the gap” in students’ appreciation the theory relevant to several important areas of control. This book is a collection of lecture notes which were p- sented at that workshop and consists of, broadly, two parts. The ?rst nine chapters are devoted to the theory behind several areas of robust and nonlinear control and are aimed at introducing fundamental concepts to the reader. The last six chapters contain detailed case studies which aim to demonstrate the use and effectiveness of these modern techniques in real engineering applications. It is hoped that this book will provide a useful introduction to many of the more common robust and nonlinear control techniques and serve as a valuable reference for the more adept practitioner.
Marketing effectiveness and accountability in SMEs : A multimethodological approach
Sheds light on marketing effectiveness and accountability marketing in small and medium-sized enterprises (SMEs). Using a multi-method investigation, it includes a knowledge inquiry of marketing knowledge and customer knowledge, a qualitative inquiry utilizing semi structured interviews and thematic data analysis, a quantitative analysis utilizing survey and structural equations modelling, and a case study that employs both narrative (storytelling) data analysis and an accountability audit with a techno marketing SME.
Marketing effectiveness : Applying marketing science for brand growth
Contrary to popular belief marketing effectiveness is not just about the measuring of ROI. The lens of effectiveness must be applied to all marketing mix elements, from strategy to pricing and product, to media and advertising. It's a strategic shift that demands robust evidence-based decisions and consistent application in order to grow. Written by leading marketing practitioner, Sorin Patilinet, this book enables mid-senior level marketers to integrate the scientific methods and advanced measurements required for true marketing effectiveness into their marketing strategies, in order to reap the benefits of strong customer understanding and developing decision-making processes for growth. Covering everything from neuroscience and its application to marketing to advanced analytics and machine learning models, this book provides a comprehensive practical guide for marketers.
Management and Information Technology after Digital Transformation
With the widespread transformation of information into digital form throughout society – firms and organisations are embracing this development to adopt multiple types of IT to increase internal efficiency and to achieve external visibility and effectiveness – we have now reached a position where there is data in abundance and the challenge is to manage and make use of it fully. This book addresses this new managerial situation, the post-digitalisation era, and offers novel perspectives on managing the digital landscape.
Malnutrition therapy by CMAM training
This research aims at spotting the light on the problem of malnutrition: its causes and effects, and trying to find possible solutions by using CMAM Program. Severe wasting is the most widespread form of severe acute malnutrition, affecting an estimated 17 million children globally. This analysis assesses the effectiveness of community management of acute malnutrition (CMAM) program.
Making Fisheries Management Work : Implementation of Policies for Sustainable Fishing
This book seeks to widen the perspective taken on implementation in fisheries management. The cases presented in this volume addresses legal, administrative, and political challenges regarding implementation of resource conservation policies. The book addresses problems relating to goal achievement, but also causes of deliberate change of political goals during implementation. Fisheries management systems are embedded in inert social structures and natural conditions that vary among different states. Consequently, the book takes a historical and comparative approach, describing the historical developments of national implementation systems and the conditions that shaped their development. It thus seeks to explain why national fisheries management systems have evolved differently, focusing on Norwegian, Faeroese, and EU/Danish management systems. The descriptive and explanatory outlines are accompanied by qualitative assessments of the systems effectiveness as tools for collective action.
Make Your Brain Work: How to Maximize Your Efficiency, Productivity and Effectiveness
This entertaining book will help you reduce the stress and overwhelm of poor time management, and help get you to that next professional level. Including brand-new content on developing resilience and creativity, and managing your work-life balance, now it's even easier to Make Your Brain Work!
