Deep learning architecture and application
As one of the fastest-growing topics in machine learning, deep learning algorithms have achieved unprecedented success in recent years. Novel paradigms (such as contrastive learning and few-shot learning) in deep learning and rising neural network architectures (e.g., transformer and masked autoencoder) are dramatically changing the field of data-driven algorithms. More importantly, deep learning models are redefining the next generation of industrial applications spanning image recognition, speech processing, language translation, healthcare, and other sciences. For example, recent advances in deep representation learning are allowing us to learn about protein 3D structures, which sheds new light on fundamental medicine and biology along with potentially bringing in billions of dollars (e.g., in the pharmaceutical market).
Deep Integration, Global Firms, and Technology Spillovers
This book explores the impact of deep regional economic integration on spillovers of knowledge and technology across countries. Deep integration through signing deep regional trade agreements (DRTAs), which cover various policy areas in addition to tariff reductions, may or may not facilitate technology spillovers among their signatories. To understand the mechanism of the impact of deep integration on technology spillovers, this book starts by analyzing the behavior of global firms. Factors that affect global firms’ activities, such as export, foreign direct investment (FDI), offshore outsourcing, are examined. Micro data on Japanese firms are employed for the analysis. Then, the relationships between bilateral trade patterns and technology spillovers and between types of FDI and technology spillovers are investigated in detail.
Datatype-Generic Programming ; International Spring School, SSDGP 2006, Nottingham, UK, April 24-27, 2006, Revised Lectures
A leitmotif in the evolution of programming paradigms has been the level and extent of parametrisation that is facilitated — the so-called genericity of the paradigm. The sorts of parameters that can be envisaged in a programming language range from simple values, like integers and fioating-point numbers, through structured values, types and classes, to kinds (the type of types and/or classes).Datatype-generic programming is about parametrising programsby the structure of the data that they manipulate. To appreciate the importance of data type genericity,one need look no further than the internet. The internet is a massive repository of structured data, but the structure is rarely exploited. For example, compression of data can be much more efiective if its structure is known, but most compression algorithms regard the input data as simply a string of bits, and take no account of its internal organisation. Datatype-generic programming is about exploiting the structure of data when it is relevant and ignoring it when it is not. Programming languages most c- monly used at the present time do not provide efiective mechanisms for do- menting and implementing datatype genericity.
Data Technology in Materials Modelling
This book discusses advances in semantic interoperability for materials modelling, aiming at integrating data obtained from different methods and sources into common frameworks, and facilitating the development of platforms where simulation services in computational molecular engineering can be provided as well as coupled and linked to each other in a standardized and reliable way.
Data mining and machine learning applications
Elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration. Data, the latest currency of today’s world, is the new gold. In this new form of gold, the most beautiful jewels are data analytics and machine learning. Data mining and machine learning are considered interdisciplinary fields. Data mining is a subset of data analytics and machine learning involves the use of algorithms that automatically improve through experience based on data.
Daisy beauit center
يعد مركز التجميل من الفعاليات التي تعني بلمرأة ولطالما كانت المرأة هي عنصر الجمال و الأناقة و انطلاقاً من هذا وجدت فكرة مشروع مركز تجميل ديزي الذي صمم ليهتم بجمال و إطلالة السيدة بمختلف أقسامه ولأن الزهور هي عنصر من العناصر اللطيفة التي تلامس المرأة اخيرت زهرة ويسترن ديزي التي تتميز بإنسيابية الخطوط المؤلفة للبتلات الخاصة بها و لما تحمله من معاني تنعكس علمشروع كلنعومة و الجمال و الفخامة.
Cyber-physical systems : A model-based approach
In this concise yet comprehensive textbook, future inventors are introduced to the key concepts of Cyber-Physical Systems (CPS). Using modeling as a way to develop deeper understanding of the computational and physical components of these systems, one can express new designs in a way that facilitates their simulation, visualization, and analysis. Concepts are introduced in a cross-disciplinary way.
Current Therapy in Endodontics
Recent advances in technology, materials, and equipment have changed the way endodontics is practiced today, thereby facilitating treatments with greater efficiency, precision, and success, ultimately leading to better outcomes. Current Therapy in Endodontics encompasses the recent discoveries and applications for this field in one clinically relevant volume. Evidence-based presentation of recent advances in the field of endodontics. Objective comparison of materials and instruments on the market Tables present key data and instruction for quick viewing and comprehension
Ctenophores : Methods and protocols
Explores emerging approaches and methods inspired by recent research using ctenophores or placozoans, facilitating the study of these enigmatic species and ancient animal lineages. Practical protocols are integrated with introductory chapters about general biology, summarizing the diversity, evolution, genomics, development, and neurobiology of these organisms. Special chapters outline strategies and applications for culturing, microscopy, physiology, electrical synapses, and bioluminescence, molecular and single-cell biology, transcription factors, as well as gene and protein expression analyses. The book also contains bioinformatics and computational chapters covering peptidomics and epigenomics. Written for the highly successful Methods in Molecular Biology series, chapters include detailed implementation advice that leads to dependable results in the laboratory.
Cryocoolers 13
The last two years have witnessed a continuation in the breakthrough shift toward pulse tube cryocoolers for long-life, high-reliability cryocooler applications. New this year are papers de scribing the development of very large pulse tube cryocoolers to provide up to 1500 watts of cooling for industrial applications such as cooling the superconducting magnets of Mag-lev trains, coolmg superconducting cables for the power mdustry, and liquefymg natural gas. Pulse tube coolers can be driven by several competing compressor technologies. One class of pulse tube coolers is referred to as "Stirling type" because they are based on the linear Oxford Stirling-cooler type compressor; these generally provide coolmg m the 30 to 100 K temperature range and operate ^t frequencies from 30 to 60 Hz. A second type of pulse tube cooler is the so-called "Gifford-McMahon type. " Pulse tube coolers of this type use a G-M type compressor and lower frequency operation (~1 Hz) to achieve temperatures in the 2 to 10 K temperature range. The third type of pulse tube cooler is driven by a thermoacoustic oscillator, a heat engine that functions well in remote environments where electricity is not readily available. All three types are described, and in total, nearly half of this proceedings covers new developments in the pulse tube arena. Complementing the work on low-temperature pulse tube and Gifford-McMahon cryocoolers is substantial continued progress on rare earth regenerator materials.
Crisis of the Criminal Law in the Democratic Constitutional State: Manifestations and Trends
Shares the results of project research granted by the Castilla-La Mancha government, which has been composed by philosophers of law and criminal law researchers, whose main conclusions are represented by the manifestations and trends of the current crisis of the constitutional State. The works identify these trends and manifestations in order to develop alternatives and remedies to solve the current negation process that classical liberties are involved, from the point of view of philosophy, policy, and dogmatic
Cost Accounting for Shared IT Infrastructures
Distributed client/server architectures are the technological backbone of today’s data centres. A usage-based allocation of infrastructure costs to business processes or users is often not possible as the necessary resource consumption measurements incur too much overhead. Reinhard Brandl proposes a method to derive estimates for the expected resource consumption of customer-oriented services during standard load tests. This facilitates the determination of usage-based cost allocation keys significantly. He implements the concept in a software tool kit and evaluates it successfully in a set of experiments with multi-tier database applications. In particular, he uses the determined consumption estimates as input parameters for Queuing Network Models which lead to highly accurate performance predictions. Finally, he analyzes how the method can be integrated into existing IT processes at the BMW Group.
Corporate Sustainability Management in the Energy Sector : An Empirical Contigency Approach
Corporate social responsibility, sustainability, and citizenship are terms that often evoke considerable scepticism and cynicism, particularly in civil society. Much needed sector-specific and comparative research, which could facilitate a more fact-oriented debate, is still missing from the literature. The present study aims to fill this gap by presenting data collected from two groups of managers, namely sustainability experts and non-sustainability experts, from two different industry sectors (integrated oil and gas vs. electric utilities) and several geographical regions. Oliver Salzmann provides a comprehensive view on corporate sustainability management in companies such as Shell and RWE and investigates the key social and environmental issues driving the energy sector. The author analyses the influence which stakeholder pressure exercises on energy companies and their efforts to become more responsive. Moreover, he develops a model for strategic, thus profit-oriented, corporate sustainability management.
Cores to Clusters : Star Formation with Next Generation Telescopes
Toward the second half of this decade, several major telescope facilities operating in the infrared, sub-millimeter, and millimeter wave bands will become operational. These missions are expected to throw much light on our understanding of the star formation phenomenon, which is one of the primary science goals in these wave bands. This book contains the proceedings of the "Cores to Clusters" workshop held at Centro de Astrofisica da Universidade do Porto. The mission of the workshop was to discuss current and future issues in star formation physics in the light of these Next Generation Telescopes. This book is comprised of a mixture of articles that provide a comprehensive coverage of current topics including both low and high mass star formation. It serves as a practical compendium for graduate students and young researchers working in the field of star formation.
Coping With Institutional Order Flow
Handling the large orders of institutional participants presents some of the most complex problems for system design. How well are our current systems operating, and how effective are new facilities on the scene? To what extent is market quality impaired for all participants when institutional trading costs are not properly contained? Can institutional order flow be efficiently integrated with the orders of retail customers, or are separate facilities needed? What are the impediments to market structure change, and how might they best be overcome?
Contributions to Ubiquitous Computing
This book puts the larger vision of ubiquitous computing in the context of today’s mobile and distributed computing systems and presents innovative solutions at all system layers ranging from hardware over vertical and horizontal infrastructure services and novel middleware techniques to various types of application software. Some chapters address core properties of ubiquitous applications including mobility, self-healing and self-organisation of both technical and social-technical systems. Other contributions deal with common facilities like secure e-payment or semantic web techniques and business solutions like wireless asset management or e- maintenance. Distributed systems management with self-monitoring capabilities, Internet congestion control, and novel security solutions coping with denial of service attacks against mobile agent systems and software- and hardware-based data encryption methods are further topics addressed.
Consumers, Policy and the Environment : A tribute to Folke Ölander
The role of the consumer has changed from seeking the most satisfaction from goods and services to reconciling consumption with active citizenship, which links consumption to modern social issues such as environmental protection, sound business ethics, and fair working conditions. Understanding consumers - the way they buy products, the way they relate to questions of environmental importance, and the way they participate in public policy formulation processes –is of vital importance to modern society. In this book, eminent researchers examine contemporary issues related to the field of consumers, policy, and the environment.
Consumer and sensory evaluation techniques : How to sense successful products
Consumer and sensory evaluation techniques speaks to management and decision-makers within organizations and addresses the main questions (eg: "How much will it cost?" and "How quickly can it be achieved?") that are faced when developing and testing new products before a launch. Chapters cover: The pillars of good consumer and sensory studies; Sensory profile of a product: Mapping internal sensory properties; The foundations of consumer evaluation; Study plans and strategy sustainable short, mid and long-term vision; Real-life anticipation with market factors: Concept, price, brand, market channel; And internal studies versus sub-contracting. Also uses examples from multiple sectors to show how to build a sustainable product evaluation strategy analyses the critical milestones to follow and the pitfalls to avoid.
Concise Conservative Dentistry and Endodontics
A comprehensive books covering the entire syllabus prescribed by Dental Council of India (DCI). It is written in easy to understand format which is enriched with numerous line diagrams, tables and highlighted text for conservative dentistry and endodontics. Contains 49 chapters under 2 sections covering basic topics, specialized materials and techniques used in Conservative dentistry and Endodontics Includes latest topics like Minimal Interventional dentistry and Evidence based dentistry In each chapter certain text is highlighted in boxes for better understanding Contains high quality illustrations, tables, line diagrams and flowcharts For self - assessment question bank is provided in the end to prepare students for various examinations
Conceptual Structures: Knowledge Architectures for Smart Applications ; 15th International Conference on Conceptual Structures, ICCS 2007, Sheffield, UK, July 22-27, 2007, Proceedings
Conceptual structures focus on the representation and analysis of concepts, events, actions and objects with applications in - search,softwareengineering,manufacturing and business.The book covers computer science, information technology,artificial int- ligence, philosophy and a variety of applied disciplines to explore novel ways that information technologies can be leveraged to assist human reasoning and interaction for tangible business or social benefits. Conceptual structures can be used to augment human intelligence by facilitating knowledge integration, desion making, the creation of intelligent software systems and the exploration of implicit structures.



















