الصفحة 20
الصفحة 20
Deep Learning with PyTorch Lightning : Build and train high-performance artificial intelligence and self-supervised models using Python
You’ll learn how to configure PyTorch Lightning on a cloud platform, understand the architectural components, and explore how they are configured to build various industry solutions. You’ll build a neural network architecture, deploy an application from scratch, and see how you can expand it based on your specific needs, beyond what the framework can provide. In the later chapters, you’ll also learn how to implement capabilities to build and train various models like Convolutional Neural Nets (CNN), Natural Language Processing (NLP), Time Series, Self-Supervised Learning, Semi-Supervised Learning, Generative Adversarial Network (GAN) using PyTorch Lightning.
Deep learning for computational problems in hardware security : Modeling attacks on strong physically unclonable function circuits
Discusses a broad overview of traditional machine learning methods and state-of-the-art deep learning practices for hardware security applications, in particular the techniques of launching potent "modeling attacks" on Physically Unclonable Function (PUF) circuits, which are promising hardware security primitives. The volume is self-contained and includes a comprehensive background on PUF circuits, and the necessary mathematical foundation of traditional and advanced machine learning techniques such as support vector machines, logistic regression, neural networks, and deep learning. This book can be used as a self-learning resource for researchers and practitioners of hardware security, and will also be suitable for graduate-level courses on hardware security and application of machine learning in hardware security.
Decoupling Control
Decoupling or non-interactive control has attracted considerable research attention since the 1960s when control engineers started to deal with multivariable systems. The theory and design techniques for decoupling control have now, more or less matured for linear time-invariant systems, yet there is no single book which focuses on such an important topic. The present monograph fills this gap by presenting a fairly comprehensive and detailed treatment of decoupling theory and relevant design methods. Decoupling control under the framework of polynomial transfer function and frequency response settings, is included as well as the disturbance decoupling problem. The emphasis here is on special or relatively new compensation schemes such as (true and virtual) feedforward control and disturbance observers, rather than use of feedback control alone. The results are presented in a self-contained way and only the knowledge of basic linear systems theory is assumed of the reader.
Decision Modeling and Behavior in Complex and Uncertain Environments
Devoted to examining new research at the interface of operations research, behavioral and cognitive sciences, and decision analysis. In these 14 self-contained chapters, four themes emerge, providing the reader with a variety of perspectives both theoretic and applied to meet the challenges of devising models to understand the decision-making process. The main broad topics include: the integration of decision analysis and behavioral models / innovations in behavioral models / exploring descriptive behavior models / experimental studies
De L’Éthique À La Justice : Langage et politique dans la philosophie de Lévinas = Language and politics in the philosophy of Levinas
Seeks to show that even if man is the event of the understanding of being, the whole of man and all meaning cannot be reduced to the understanding of being alone. On the political side, he questions the possibility of subjecting the totalitarian tendency of all politics to a search for justice that does not ultimately depend on politics itself. But these two sides are one. The discovery of a meaning beyond the comprehension of being - ethics - at the same time provides the source of the renewal of justice. Thus, by this double question, Lévinas presents to us the main threads of our investigation: a meaning beyond the comprehension of being and its ethical scope, which we call “language” and which we explore in the perspective of its importance.
Databases, Information Systems, and Peer-to-Peer Computing ; International Workshops, DBISP2P 2005/2006, Trondheim, Norway, August 28-29, 2006, Revised Selected Papers
The P2P paradigm lends itself to constructing large-scale, complex, adaptive, autonomous and heterogeneous database and information systems, endowed with clearly specified and difierential capabilities to negotiate, bargain, coordinate and self-organize the information exchanges in large-scale networks. This vision will have a radical impact on the structure of complex organizations (business, sci- tific or otherwise) and on the emergence and the formation of social communities, and on how the information is organized and processed. The P2P information paradigm naturally encompasses static and wireless connectivity and static and mobile architectures. Wireless connectivity combined with the increasingly small and powerful mobile devices and sensors poses new challenges as well as opp- tunities to the database community. Information becomes ubiquitous, highly distributed and accessible anywhere and at any time over highly dynamic, - stable networks with very severe constraints on the information management and processing capabilities.
Databases, information systems, and peer-to-peer computing ; 2nd international workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004, revised selected papers
Peer-to-peer (P2P) paradigm lends itself to constructing large-scale complex, adaptive, - tonomous and heterogeneous database and information systems, endowed with clearly speci?ed and di?erential capabilities to negotiate, bargain, coordinate, and self-organize the information exchanges in large-scale networks. This vision will have a radical impact on the structure of complex organizations (business, scienti?c, or otherwise) and on the emergence and the formation of social c- munities, and on how the information is organized and processed. The P2P information paradigm naturally encompasses static and wireless connectivity, and static and mobile architectures. Wireless connectivity c- bined with the increasingly small and powerful mobile devices and sensors pose new challenges to as well as opportunities for the database community. Inf- mation becomes ubiquitous, highly distributed and accessible anywhere and at any time over highly dynamic, unstable networks with very severe constraints on the information management and processing capabilities.
Data Warehousing and Knowledge Discovery ; 4th International Conference, DaWaK 2002, Aix-en-Provence, France, September 4-6, 2002. Proceedings
Within the last few years Data Warehousing and Knowledge Discovery technology has established itself as a key technology for enterprises that wish to improve the quality of the results obtained from data analysis, decision support, and the automatic extraction of knowledge from data. The Fourth International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2002) continues a series of successful conferences dedicated to this topic. Its main objective is to bring together researchers and practitioners to discuss research issues and experience in developing and deploying data warehousing and knowledge discovery systems, applications, and solutions.
Data augmented design : Embracing new data for sustainable urban planning and design
This book offers an essential introduction to a new urban planning and design methodology called Data Augmented Design (DAD) and its evolution and progresses, highlighting data driven methods, urban planning and design applications and related theories. The authors draw on many kinds of data, including big, open, and conventional data, and discuss cutting-edge technologies that illustrate DAD as a future-oriented design framework in terms of its focus on multi-data, multi-method, multi-stage and multi-scale sustainable urban planning. In four sections and ten chapters, the book presents case studies to address the core concepts of DAD, the first type of applications of DAD that emerged in redevelopment-oriented planning and design, the second type committed to the planning and design for urban expansion, and the future-oriented applications of DAD to advance sustainable technologies and the future structural form of the built environment. The book is geared towards a broad readership, ranging from researchers and students of urban planning, urban design, urban geography, urban economics, and urban sociology, to practitioners in the areas of urban planning and design.
Dark Matter in Astro- and Particle Physics ; Proceedings of the International Conference DARK 2004, College Station, USA, 3-9 October, 2004
The search for dark matter in the universe has established itself as one of the most exciting and central fields of astrophysics, particle physics and cosmology. The lectures and talks in this book emphasize the experimental and theoretical status and future perspectives, stressing in particular the interplay between astro- and particle physics.
Darboux Transformations in Integrable Systems : Theory and their Applications to Geometry
This book presents the Darboux transformations in matrix form and provides purely algebraic algorithms for constructing the explicit solutions. A basis for using symbolic computations to obtain the explicit exact solutions for many integrable systems is established. Moreover, the behavior of simple and multi-solutions, even in multi-dimensional cases, can be elucidated clearly. The method covers a series of important equations such as various kinds of AKNS systems in R1+n, harmonic maps from 2-dimensional manifolds, self-dual Yang-Mills fields and the generalizations to higher dimensional case, theory of line congruences in three dimensions or higher dimensional space etc. All these cases are explained in detail.
Dail and Hammars Pulmonary Pathology : Vol. I: Nonneoplastic Lung Disease
Dail and Hammar’s Pulmonary Pathology has established itself as the definitive reference in the field. This authoritative reference work has been thoroughly updated to cover newly recognized entities and the latest advances in molecular diagnostic techniques.
Curve e superfici
The book provides an introduction to Differential Geometry of Curves and Surfaces. The theory of curves starts with a discussion of possible definitions of the concept of curve, proving in particular the classification of 1-dimensional manifolds. We then present the classical local theory of parametrized plane and space curves (curves in n-dimensional space are discussed in the complementary material): curvature, torsion, Frenet’s formulas and the fundamental theorem of the local theory of curves. Then, after a self-contained presentation of degree theory for continuous self-maps of the circumference
Current Concepts in Autoimmunity and Chronic Inflammation
The ethiopathologies of autoimmune diseases are complex. A broad variety of cell types and gene products are involved. This book explores clinical and experimental evidence suggesting that the importance of an individual factor changes during the course of the disease.
Cross-Business Synergies : A Typology of Cross-Business Synergies and a Mid-range Theory of Continuous Growth Synergy Realization
Sebastian Knoll investigates what cross-business synergies actually are and how they are realized successfully. In a first step, a theory-based typology of cross-business synergies is developed and two new types of synergies are conceptualized: (1) Growth synergies, i.e. profitable growth advantages from recombining complementary operative resources across businesses, and (2) corporate management synergies, i.e. performance advantages from leveraging corporate management capabilities across businesses. In a second step, the author focuses on growth synergies and inducts a framework for their continuous realization from a longitudinal in-depth single case study. He suggests that the successful realization of growth synergies is associated with a selective focus on specific growth opportunities, decentralized cross-business collaboration that motivates productive business unit self-interest, and a corporate management approach that guides and balances this self-interest in an evolutionary fashion.
Cross cultural issues in consumer science and consumer psychology : Current perspectives and future directions
Shows cross-cultural issues in consumer psychology and consumer science as the world becomes an increasingly global marketplace. An international panel of experts analyzes current trends in consumer behavior across diverse countries worldwide and across cultural groups within countries, depicting commonly-used cross-cultural frameworks and research methods. Beginning with conceptualizing and quantifying culture at the national level, the volume then moves to individual levels of analysis of consumer decision-making, examining consumer data as they affect business decisions in marketing products internationally. The resulting work synthesizes the consumer science, international business, and consumer psychology literatures for a deeper understanding of all three disciplines and pathways to future research as cultures interact and tastes evolve.
Crop Biosecurity : Assuring our Global Food Supply
Prevention and preparedness are the two basic approaches to maximize food security against any sort of tampering, whether natural, inadvertent or intentional. The NATO funded project “Tools for crop biosecurity” was designed to strengthen the cooperation among U.S., Europe and Israel in the field of crop biosecurity and to generate awareness on how the psychological, economic and cultural consequences of crop bioterrorism, especially attacks on soft targets such as crop seeds, could have a disproportionate adverse effect on Mediterranean agriculture and, more generally, on society.This book illustrates the achievements of the project originated from the workshops organized during the project itself taking in consideration main microbiological threads posed to crops, the tools to recognize and to control them, the needs for international cooperation and research funds to create networks which can face emerging risks for agriculture.
Critical Phenomena in Natural Sciences : Chaos, Fractals, Selforganization and Disorder : Concepts and Tools
Concepts, methods and techniques of statistical physics in the study of correlated, as well as uncorrelated, phenomena are being applied ever increasingly in the natural sciences, biology and economics in an attempt to understand and model the large variability and risks of phenomena. This is the first textbook written by a well-known expert that provides a modern up-to-date introduction for workers outside statistical physics. The emphasis of the book is on a clear understanding of concepts and methods, while it also provides the tools that can be of immediate use in applications. Although this book evolved out of a course for graduate students, it will be of great interest to researchers and engineers, as well as to post-docs in geophysics and meteorology.
Criminal law for criminologists : Principles and theory in criminal justice
Introduces the key policies and principles that drive criminal law in England and then explains the law itself in terms of relevant statute and case law. Starting with an outline of the basic principles and theories of criminal law and criminal justice
Cranbrook Architecture : A legacy of latitude
The renowned Cranbrook Academy of Art near Detroit, Michigan, has been described as the epicentre of American Modernism. When it opened in 1932 it combined a stunning Eliel Saarinen-designed campus with a radically open educational philosophy to attract and produce some of the most influential artists, designers and architects in US history, including Charles and Ray Eames, Fumihiko Maki, Florence Knoll and Edmund Bacon. Often compared to other experimental schools such as the Bauhaus, Black Mountain College and Taliesin, Cranbrook’s sustained purpose has been advancing a wide, interdisciplinary latitude and self-directed design research to expand and diversify its approaches to architectural practice.
