الصفحة 9
الصفحة 9
Introduction to Machine Learning with Applications in Information Security
Provides a classroom-tested introduction to a wide variety of machine learning and deep learning algorithms and techniques, reinforced via realistic applications. The book is accessible and doesn't prove theorems, or dwell on mathematical theory. The goal is to present topics at an intuitive level, with just enough detail to clarify the underlying concepts. The book covers core classic machine learning topics in depth, including Hidden Markov Models (HMM), Support Vector Machines (SVM), and clustering. Additional machine learning topics include k-Nearest Neighbor (k-NN), boosting, Random Forests, and Linear Discriminant Analysis (LDA). The fundamental deep learning topics of backpropagation, Convolutional Neural Networks (CNN), Multilayer Perceptrons (MLP), and Recurrent Neural Networks (RNN) are covered in depth. A broad range of advanced deep learning architectures are also presented, including Long Short-Term Memory (LSTM), Generative Adversarial Networks (GAN), Extreme Learning Machines (ELM), Residual Networks (ResNet), Deep Belief Networks (DBN), Bidirectional Encoder Representations from Transformers (BERT), and Word2Vec.
Introduction to Lie Algebras
This book provides an elementary introduction to Lie algebras. It starts with basic concepts. A section on low-dimensional Lie algebras provides readers with experience of some useful examples. This is followed by a discussion of solvable Lie algebras and a strategy towards a classification of finite-dimensional complex Lie algebras. The next chapters cover Engel's theorem, Lie's theorem and Cartan's criteria and introduce some representation theory. The root-space decomposition of a semisimple Lie algebra is discussed, and the classical Lie algebras studied in detail. The authors also classify root systems, and give an outline of Serre's construction of complex semisimple Lie algebras. An overview of further directions then concludes the book and shows the high degree to which Lie algebras influence present-day mathematics.The only prerequisite is some linear algebra and an appendix summarizes the main facts that are needed. The treatment is kept as simple as possible with no attempt at full generality.
Introduction to Epigenetics
This textbook leads the reader from basic concepts of chromatin structure and function and RNA mechanisms to the understanding of epigenetics, imprinting, regeneration and reprogramming. The textbook treats epigenetic phenomena in animals, as well as plants.
Introduction to Engineering Statistics and Six Sigma : Statistical Quality Control and Design of Experiments and Systems
Introduction to Engineering Statistics and Six Sigma contains precise descriptions of all of the many related methods and details case studies showing how they have been applied in engineering and business to achieve millions of dollars of savings. Specifically, the methods introduced include many kinds of design of experiments (DOE) and statistical process control (SPC) charting approaches, failure mode and effects analysis (FMEA), formal optimization, genetic algorithms, gauge reproducibility and repeatability (R&R), linear regression, neural nets, simulation, quality function deployment (QFD) and Taguchi methods. A major goal of the book is to help the reader to determine exactly which methods to apply in which situation and to predict how and when the methods might not be effective.
Introduction to development engineering
Introduces the emerging field of development engineering and its constituent theories, methods, and applications. It is both an instructional text for students and a resource for researchers and practitioners involved in the design and scaling of technologies for low-resource communities. The scope is broad, ranging from the development of mobile applications for low-literacy users to hardware and software solutions for providing electricity and water in remote environments. It is also highly interdisciplinary, drawing on methods and theories from the social sciences as well as engineering and the natural sciences.
Introducing Biological Rhythms : A Primer on the Temporal Organization of Life, with Implications for Health, Society, Reproduction, and the Natural Environment
Biological rhythms are a fundamental property of all life and encompass a wide range of frequencies, from seconds to a century or more. Introducing Biological Rhythms is a primer that serves to introduce individuals to the area of biological rhythms. It describes the major characteristics and discusses the implications and applications of these rhythms, while citing scientific results and references. Also, the primer includes essays that provide in-depth historic and other background information for those interested in more specific topics or concepts. Introducing Biological Rhythms covers a basic cross-section of the field of chronobiology clearly enough so that it can be understood by a novice, or an undergraduate student, but it is also sufficiently technical and detailed for the scientist.
Internationalisation and Globalisation in Mathematics and Science Education
This book aims to: Develop theoretical frameworks of the phenomena of internationalisation and globalisation and identify related ethical, moral, political and economic issues facing mathematics and science educators. Provide a venue for the publication of results of international comparisons on cultural differences and similarities rather than merely on achievement and outcomes. Provide a forum for critical discussion of the various models and forms of international projects and collaborations. Provide a representation of the different voices and interests from around the world rather than consensus on issues.
International Symposium on Mathematics, Quantum Theory, and Cryptography ; Proceedings of MQC 2019
This book presents selected papers from International Symposium on Mathematics, Quantum Theory, and Cryptography (MQC), which was held on September 25-27, 2019 in Fukuoka, Japan.
International Migration, Social Demotion, and Imagined Advancement : An Ethnography of Socioglobal Mobility
this book proposes viewing contemporary migration as socioglobal mobility. Revolving around an ethnographic study of the Albanian "emigration" in Greece, International Migration, Social Demotion, and Imagined Advancement finds that imaginaries of the world as a social hierarchy might lie at the roots of much of the contemporary international migration. As would-be emigrants perceive different countries in terms of distinct social stations in a global order, they resolve to put up with numerous social and material deprivations in the hope of advancing internationally. Immigrants are typically thought of as aliens in their de facto home societies, however, and that makes genuine advancement all but impossible.
International financial statement analysis workbook
The workbook offers an opportunity to test your understanding of the standards and mechanics of financial reporting and makes use of the text’s tools and techniques. This informative guide—which has practical application across international borders—aids in the understanding of financial reporting standards, income statements, balance sheets, cash flow statements, inventories, long-lived assets, income taxes, and much more. International Financial Statement Analysis Workbook is designed to facilitate information retention and build a strong foundation in financial statement analysis.
International business
Provides thorough coverage, delving into fundamental concepts and theory; the cultural, political, and economic environment; international business strategies; and even functional management areas. More comprehensive than competing books, this new edition of International Business includes: New chapter on the digitalization of the global economy and its implications for firm strategy and organizations New examinations of the forces of de-globalization, implications of rising trade protectionism, challenges of geopolitical conflicts, and a friction framework for understanding the effects of cultural differences Enriched and expanded discussions about potential reconfigurations of global value chains following the Covid-19 pandemic, changing perspectives on the role of the government with renewed attention to industrial policy, shifts in regional integration with the emergence of such new trade blocks as CPTPP and RCEP, and fresh insights on factors influencing a country's balance of payments Strengthened, expanded global cases, examples, and "industry" and "country" mini-cases that give students practical insight into the ways companies actually behave within a competitive, global environment.
Internal Diversity : Iranian Germans Between Local Boundaries and Transnational Capital
This book explores the interrelation between diversity in migrants’ internal relations and their experience of inequality in local and global contexts. Taking the case of Hamburg-based Iranians, it traces evaluation processes in ties between professionals – artists and entrepreneurs – since the 1930s, examining migrants’ potential to act upon hierarchical structures
Internal Crowdsourcing in Companies : Theoretical Foundations and Practical Applications
This book examines the implications of internal crowdsourcing (IC) in companies. Presenting an employee-oriented, cross-sector reference model for good IC practice, it discusses the core theoretical foundations, and offers guidelines for process-management and blueprints for the implementation of IC. Furthermore, it examines solutions for employee training and competence development based on crowdsourcing.
Intermittent fasting
The potential benefits of intermittent fasting are not limited to weight loss and weight management. Recent studies have shed light on its role in adaptive cellular responses that reduce oxidative damage and inflammation, optimize energy metabolism and bolster cellular protection. By reprogramming metabolic and stress resistance pathways, intermittent fasting has the possible ability to increase longevity and reduce aging. Studies on animals have given promising result that show how intermittent fasting help prevent and treat diseases like diabetes, cancers, heart disease and neurodegeneration. Major mechanisms hypothesized to link fasting regimens with human health: circadian biology and the gastrointestinal microbiota.
Interior design visual presentation : A guide to graphics, models and presentation methods ; 5th ed.
A newly updated and comprehensive guide to all aspects of visual design From doing a quick sketch to producing a fully rendered model, the ability to create visual representations of designs is a critical skill for every designer. Interior Design Visual Presentation, Fifth Edition offers thorough coverage of interior design communication used throughout the design process, complete with a broad range of real-world examples.
Intelligent Virtual Agents ; 8th International Conference, IVA 2008, Tokyo, Japan, September 1-3, 2008. Proceedings
This book constitutes the refereed proceedings of the 8th International Workshop on Intelligent Virtual Agents, IVA 2008, held in Tokyo, Japan, in September 2008.The 18 revised full papers and 28 revised short papers presented together 42 poster papers were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on motion and empathy; narrative and augmented reality; conversation and negotiation; nonverbal behavior; models of culture and personality; markup and representation languages; architectures for robotic agents; cognitive architectures; agents for healthcare and training; and agents in games, museums and virtual worlds.
Intelligent Multimedia Data Hiding : New Directions
This book presents the latest research in the area of multimedia data hiding paradigms. The book is divided into four parts and an appendix. The first part introduces multimedia signal processing and information hiding techniques. It includes multimedia representation, need for multimedia, digital watermarking fundamentals and requirements of watermarking. The second part describes the recent advances in multimedia signal processing. The third part presents information hiding techniques including steganography, secret sharing and watermarking. The final part of this book includes practical applications of intelligent multimedia signal processing and data hiding systems. Appendix includes source codes and/or executables related to the topics in some chapters. Interested readers are invited to use these programs.
Intelligent Media Technology for Communicative Intelligence ; 2nd International Workshop, IMTCI 2004, Warsaw, Poland, September 13-14, 2004. Revised Selected Papers
The 2nd Workshop on Intelligent Media Technology for Communicative Intelligence commemorating the 10th anniversary of the Polish-Japanese Institute of Information Technology in Warsaw aimed to explore the current research topics in the ?eld of int- ligent media technologies for communicative intelligence. Communicative intelligence represents a new challenge towards building a sup- intelligence on the ubiquitous global network by accumulating a huge amount of - man andknowledgeresources.The term "communicativeintelligence"re?ects the view that communication is at the very core of intelligence and its creation. Communication permits novel ideas to emerge from intimate interactions by multiple agents, ranging from collaboration to competition. The recent advance of information and commu- cation technologies has established an information infrastructure that allows humans and artifacts to communicate with each other beyond space and time. It enables us to advance a step further to realize a communicative intelligence with many fruitful applications. Intelligentmediatechnologiesattempttocaptureandaugmentpeople’scommuni- tive activities by embedding computers into the environment to enhance interactions in an unobtrusive manner. The introduction of embodied conversational agents that might mediate conversations among people in a social context is the next step in the p- cess. The scope of intelligent media technologies includes design and development of intelligent supports for content production, distribution, and utilization, since rich c- tent is crucial for communication in many applications. The promising applications of intelligence media technologies include e-learning, knowledge management systems, e-democracy, and other communication-intensivesubject domains.
Intelligent information processing III ; IFIP TC12 International Conference on Intelligent Information Processing (IIP 2006), September 20-23, Adelaide, Australia
The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication. The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing.
Intelligent Decision and Policy Making Support Systems
This book covers a number of representative applications of intelligent decision support systems applications in society and policy support, including general methodologies, case studies, on-going R&D projects, and practical applications.
