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Advanced Sales Management Handbook and Cases: Analytical, Applied, and Relevant
by Linda M OrrAdvanced Sales Management Handbook and Cases: Analytical, Applied, and Relevant will fill the need in the market for a solid case work, role play, and activity book. It has been written by sales teaching professionals and sales executives. The life experiences of professionals with varied experiences will provide students with a solid foundation for learning. This will give college professors from around the world a better opportunity to ensure quality of learning. The book is intended to be supplemental to any other sales management text on the market, but could be used alone in an advanced sales management or marketing analytics course in which the students already have the base theoretical knowledge. The various cases, role plays, and experiential exercises in this book will follow the same topical structure of other sales management texts so that any sales management instructor can readily adopt this supplemental book. For many of the cases, actual data has been given so that students are required to use and understand analytical software.
Advanced Sampling Methods
by Raosaheb Latpate Jayant Kshirsagar Vinod Kumar Gupta Girish ChandraThis book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control the size of a sample. In addition, the book focuses on adaptive cluster sampling, rank-set sampling and their applications in real life. Advance methods discussed in the book have tremendous applications in ecology, environmental science, health science, forestry, bio-sciences, and humanities. This book is targeted as a text for undergraduate and graduate students of statistics, as well as researchers in various disciplines.
Advanced Sensing and Robotics Technologies in Smart Agriculture (Smart Agriculture #9)
by Zhao Zhang Wenyi Sheng Yuliang YunThis book specifically focuses on state-of-the-art advanced sensing and robotic techniques in smart agriculture and comprehensively describes the new knowledge. Significant agricultural technology progress in advanced sensing and robotics technology has been made recently, which has transformed the conventional agriculture to smart and digital agriculture It provides readers take-away knowledge for seed quality detection, specialty crop harvest and sorting robotics, new sensing method for crop nutrient status, and broadband soil dielectric permittivity measurements. All these new technologies have been developed, tested, or practically applied. It is a useful reference for readers in the field of smart agriculture and agriculture robotics.
Advanced Sensing in Image Processing and IoT (Innovations in Multimedia, Virtual Reality and Augmentation)
by Rashmi Gupta, Arun Kumar Rana, Sachin Dhawan, and Korhan CengizThe book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens' life, Smart Towns to recover the livability and traditions, Smart Earth to protect our world, and Industrial Internet of Things to create safer and easier jobs. This book considers very important research areas in Energy, Industry, and Healthcare domain with IoT and image processing applications.The aim of the book to highlights future directions of optimization methods in various engineering and science applications in various IoT and image processing applications. Emphasis is given to deep learning and similar models of neural network-based learning techniques employed in solving optimization problems of different engineering and science applications. The role of AI in mechatronics is also highlighted using suitable optimization methods. This book considers very important research areas in Energy, Industry, and Healthcare. It addresses major issues and challenges in Energy, Industry, and Healthcare and solutions proposed for IoT-enabled cellular/computer networks, routing/communication protocols, surveillances applications, secured data management, and positioning approaches. It focuses mainly on smart and context-aware implementations. Key sailing Features: The impact of the proposed book is to provide a major area of concern to develop a foundation for the implementation process of new image processing and IoT devices based on Energy, Industry, and Healthcare related technology. The researchers working on image processing and IoT devices can correlate their work with other requirements of advanced technology in Energy, Industry, and Healthcare domain. To make aware of the latest technology like AI and Machine learning in Energy, Industry, and Healthcare related technology. Useful for the researcher to explore new things like Security, cryptography, and privacy in Energy, Industry, and Healthcare related technology. People who want to start in Energy, Industry, and Healthcare related technology with image processing and IoT world.
Advanced Server Virtualization: VMware and Microsoft Platforms in the Virtual Data Center
by David Marshall Wade A. Reynolds Dave McCroryPresenting practical guidelines and examples, Advanced Server Virtualization emphasizes design, implementation, and management from both a technical and consultative point of view. It features step-by-step guidelines for planning, deployment, installing, configuring, and creating virtual servers. Covering Microsoft Virtual Server and VMware, it addresses platform-specific virtualization features such as virtual machines, hard drives, networking, and resource management. It offers best practices that allow users to avoid common pitfalls and achieve success faster during server virtualization implementations. It also discusses software licensing issues and the cost-benefits of deploying virtual servers.
Advanced Serverless Architectures with Microsoft Azure: Design complex serverless systems quickly with the scalability and benefits of Azure
by Daniel BassThe audience are cloud software engineers with prior experience in Azure or Serverless. They want to learn how to build observable, reliable, available and fault tolerant complex systems using Serverless components. This will allow them to deliver better systems with fewer outages and higher performance than they could achieve previously.
Advanced Smart Computing Technologies in Cybersecurity and Forensics
by Keshav Kaushik Shubham Tayal Akashdeep Bhardwaj Manoj KumarThis book addresses the topics related to artificial intelligence, the Internet of Things, blockchain technology, and machine learning. It brings together researchers, developers, practitioners, and users interested in cybersecurity and forensics. The first objective is to learn and understand the need for and impact of advanced cybersecurity and forensics and its implementation with multiple smart computational technologies. This objective answers why and how cybersecurity and forensics have evolved as one of the most promising and widely-accepted technologies globally and has widely-accepted applications. The second objective is to learn how to use advanced cybersecurity and forensics practices to answer computational problems where confidentiality, integrity, and availability are essential aspects to handle and answer. This book is structured in such a way so that the field of study is relevant to each reader’s major or interests. It aims to help each reader see the relevance of cybersecurity and forensics to their career or interests. This book intends to encourage researchers to develop novel theories to enrich their scholarly knowledge to achieve sustainable development and foster sustainability. Readers will gain valuable knowledge and insights about smart computing technologies using this exciting book. This book: • Includes detailed applications of cybersecurity and forensics for real-life problems • Addresses the challenges and solutions related to implementing cybersecurity in multiple domains of smart computational technologies • Includes the latest trends and areas of research in cybersecurity and forensics • Offers both quantitative and qualitative assessments of the topics Includes case studies that will be helpful for the researchers Prof. Keshav Kaushik is Assistant Professor in the Department of Systemics, School of Computer Science at the University of Petroleum and Energy Studies, Dehradun, India. Dr. Shubham Tayal is Assistant Professor at SR University, Warangal, India. Dr. Akashdeep Bhardwaj is Professor (Cyber Security & Digital Forensics) at the University of Petroleum & Energy Studies (UPES), Dehradun, India. Dr. Manoj Kumar is Assistant Professor (SG) (SoCS) at the University of Petroleum and Energy Studies, Dehradun, India.
Advanced Social Interaction with Agents: 8th International Workshop on Spoken Dialog Systems (Lecture Notes in Electrical Engineering #510)
by Maxine Eskenazi Laurence Devillers Joseph MarianiThis book presents lectures given at the 8th International Workshop on Spoken Dialog Systems. As agents evolve in terms of their ability to carry on a dialog with users, several qualities are emerging as essential components of a successful system. Users do not carry on long conversations on only one topic—they tend to switch between several topics. Thus the authors are observing the emergence of multi-domain systems that enable users to seamlessly hop from one domain to another. The systems have become active social partners. Accordingly, work on social dialog has become crucial to active and engaging human–robot/agent interaction. These new systems call for a coherent framework that guides their actions as chatbots and conversational agents. Human–Robot/Agent assessment mechanisms naturally lend themselves to this task. As these systems increasingly assist humans in a multitude of tasks, the ethics of their existence, their design and their interaction with users are becoming crucial issues. This book discusses the essential players and features involved, such as chat-based agents, multi-domain dialog systems, human–robot interaction, social dialog policy, and advanced dialog system architectures.
Advanced Social Media Marketing: How to Lead, Launch, and Manage a Successful Social Media Program
by Tom FunkThey are laborers, soldiers, refugees, and orphans. In areas of the world torn by poverty, disease, and war, millions of children are invisible victims, deprived of home, family, and basic human rights. Their chances for a stable adult life are extremely slim. The powerful interdisciplinary volume Vulnerable Children brings a global child-rights perspective to the lives of indigenous, refugee, and minority children in and from?crisis-prone regions. Focusing on self-determination, education, security, health, and related issues, an international panel of scholars examines the structural and political sources of children''s vulnerabilities and their effects on development. The book analyzes intervention programs currently in place and identifies challenges that must be met at both the community and larger policy levels. These chapters also go a long way to explain the often-blurred line between vulnerability and resilience. Included in the coverage: Dilemmas of rights-based approaches to child well-being in an African cultural context. Poverty and minority childrenOCOs education in the U. S. : case study of a Sudanese refugee family. The heterogeneity of young childrenOCOs experiences in Kenya and Brazil. A world tour of interventions for children of a parent with a psychiatric illness. An exploration of fosterage of Owambo orphans in Namibia. UNICEF in Colombia: defending and nurturing childhood in media, public, and policy discourses. Vulnerable Children is a must-have volume for researchers, graduate students, and clinicians/professionals/practitioners across a range of fields, including child and school psychology, social work, maternal and child health, developmental psychology, anthropology, sociology, social policy, and public health"
Advanced Soft Computing Techniques in Data Science, IoT and Cloud Computing (Studies in Big Data #89)
by Sujata Dash Subhendu Kumar Pani Ajith Abraham Yulan LiangThis book plays a significant role in improvising human life to a great extent. The new applications of soft computing can be regarded as an emerging field in computer science, automatic control engineering, medicine, biology application, natural environmental engineering, and pattern recognition. Now, the exemplar model for soft computing is human brain. The use of various techniques of soft computing is nowadays successfully implemented in many domestic, commercial, and industrial applications due to the low-cost and very high-performance digital processors and also the decline price of the memory chips. This is the main reason behind the wider expansion of soft computing techniques and its application areas. These computing methods also play a significant role in the design and optimization in diverse engineering disciplines. With the influence and the development of the Internet of things (IoT) concept, the need for using soft computing techniques has become more significant than ever. In general, soft computing methods are closely similar to biological processes than traditional techniques, which are mostly based on formal logical systems, such as sentential logic and predicate logic, or rely heavily on computer-aided numerical analysis. Soft computing techniques are anticipated to complement each other. The aim of these techniques is to accept imprecision, uncertainties, and approximations to get a rapid solution. However, recent advancements in representation soft computing algorithms (fuzzy logic,evolutionary computation, machine learning, and probabilistic reasoning) generate a more intelligent and robust system providing a human interpretable, low-cost, approximate solution. Soft computing-based algorithms have demonstrated great performance to a variety of areas including multimedia retrieval, fault tolerance, system modelling, network architecture, Web semantics, big data analytics, time series, biomedical and health informatics, etc. Soft computing approaches such as genetic programming (GP), support vector machine–firefly algorithm (SVM-FFA), artificial neural network (ANN), and support vector machine–wavelet (SVM–Wavelet) have emerged as powerful computational models. These have also shown significant success in dealing with massive data analysis for large number of applications. All the researchers and practitioners will be highly benefited those who are working in field of computer engineering, medicine, biology application, signal processing, and mechanical engineering. This book is a good collection of state-of-the-art approaches for soft computing-based applications to various engineering fields. It is very beneficial for the new researchers and practitioners working in the field to quickly know the best performing methods. They would be able to compare different approaches and can carry forward their research in the most important area of research which has direct impact on betterment of the human life and health. This book is very useful because there is no book in the market which provides a good collection of state-of-the-art methods of soft computing-based models for multimedia retrieval, fault tolerance, system modelling, network architecture, Web semantics, big data analytics, time series, and biomedical and health informatics.
Advanced Software Architecture
by Safari Content TeamThis is the third in a series of three tutorials that access learning resources available from Safari Books Online that cover the skills that Software Architects at the Sr. Manager level need to be fluent in. This tutorial contains twelve topics that range from core project requirements, to cost and time estimates, to important aspects like security, development and deployment activities. Each topic lists its objectives along with the estimated time required to read each resource covered by the topic. Complete this tutorial and you will be well on your way to understanding what is required to transition from an entry level software architect to mid-level software architect manager all the way to senior managers responsible for enterprise-scale software system inception, development and delivery.
Advanced Software Technologies for Post-Peta Scale Computing: The Japanese Post-Peta CREST Research Project
by Mitsuhisa SatoCovering research topics from system software such as programming languages, compilers, runtime systems, operating systems, communication middleware, and large-scale file systems, as well as application development support software and big-data processing software, this book presents cutting-edge software technologies for extreme scale computing. The findings presented here will provide researchers in these fields with important insights for the further development of exascale computing technologies.This book grew out of the post-peta CREST research project funded by the Japan Science and Technology Agency, the goal of which was to establish software technologies for exploring extreme performance computing beyond petascale computing. The respective were contributed by 14 research teams involved in the project. In addition to advanced technologies for large-scale numerical computation, the project addressed the technologies required for big data and graph processing, the complexity of memory hierarchy, and the power problem. Mapping the direction of future high-performance computing was also a central priority.
Advanced Software Testing - Vol. 2
by Rex BlackThis book teaches test managers what they need to know to achieve advanced skills in test estimation, test planning, test monitoring, and test control. Readers will learn how to define the overall testing goals and strategies for the systems being tested. This hands-on, exercise-rich book provides experience with planning, scheduling, and tracking these tasks. You'll be able to describe and organize the necessary activities as well as learn to select, acquire, and assign adequate resources for testing tasks. Learn how to form, organize, and lead testing teams Master the organizing of communication among the members of the testing teams, and between the testing teams and all the other stakeholders. Additionally, you'll learn how to justify decisions and provide adequate reporting information where applicable.Target Audience: Software Testers, Programmers, System Designers, IT Managers
Advanced Software Testing - Vol. 3
by Rex Black Jamie L MitchellThis book is written for the technical test analyst who wants to achieve advanced skills in test analysis, design, and execution. With a hands-on, exercise-rich approach, this book teaches you how to define and carry out the tasks required to put a test strategy into action. Learn how to analyze the system, taking into account the technical aspects and quality characteristics. Additionally, learn how to evaluate system requirements and designs as part of formal and informal reviews, using an understanding of the underlying technology. You will be able to analyze, design, implement, and execute tests, using risk considerations to determine the appropriate effort and priority for tests. You will also learn how to report on testing progress and provide necessary evidence to support your evaluations of system quality. With a quarter-century of software and systems engineering experience, author Rex Black is President of RBCS; is a leader in software, hardware, and systems testing; and is the most prolific author practicing in the field of software testing today. He published several books on testing that sold tens of thousands of copies worldwide. He is President of the International Software Testing Qualifications Board (ISTQB) and is a Director of the American Software Testing Qualifications Board (ASTQB). This book will help you prepare for the ISTQB Advanced Technical Test Analyst exam. Included are sample exam questions, at the appropriate level of difficulty, for most of the learning objectives covered by the ISTQB Advanced Level syllabus. The ISTQB certification program is the leading software tester certification program in the world. With about 100,000 certificate holders and a global presence in 50 countries, you can be confident in the value and international stature that the Advanced Technical Test Analyst certificate can offer you. Related books: Vol. 1: Guide to the ISTQB Advanced Certification as an Advanced Test Analyst (ISBN 978-1-933952-19-2) Vol. 2: Guide to the ISTQB Advanced Certification as an Advanced Test Manager (ISBN 978-1-933952-36-9)
Advanced Software Testing - Vol. 3, 2nd Edition
by Rex Black Jamie L MitchellThis book is written for the technical test analyst who wants to achieve advanced skills in test analysis, design, and execution. With a hands-on, exercise-rich approach, this book teaches you how to define and carry out the tasks required to implement a test strategy. You will be able to analyze, design, implement, and execute tests using risk considerations to determine the appropriate effort and priority for tests. This book will help you prepare for the ISTQB Advanced Technical Test Analyst exam. Included are sample exam questions for most of the learning objectives covered by the latest (2012) ISTQB Advanced Level syllabus. The ISTQB certification program is the leading software tester certification program in the world. You can be confident in the value and international stature that the Advanced Technical Test Analyst certificate will offer you.With over thirty years of software and systems engineering experience, author Rex Black is President of RBCS, a leader in software, hardware, and systems testing, and the most prolific author practicing in the field of software testing today. Previously, he served as President of both the International and American Software Testing Qualifications Boards (ISTQB and ASTQB).Jamie Mitchell is a consultant who has been working in software testing, test automation, and development for over 20 years. He was a member of the Technical Advisory Group for ASTQB, and one of the primary authors for the ISTQB Advanced Technical Test Analyst 2012 syllabus.
Advanced Solutions for Mobility in Urban Areas (Lecture Notes in Networks and Systems #907)
by Grzegorz Sierpiński Salah Al-Majeed Elżbieta MacioszekThis book gathers selected papers presented at the 19th “Transport Systems. Theory and Practice” Scientific and Technical Conference organised by the Department of Transport Systems, Traffic Engineering and Logistics at the Faculty of Transport and Aviation Engineering of the Silesian University of Technology. How to ensure effectiveness and reduce risk in urban public transport? What factors have an influence on activity-travel participation? What is the future of electromobility in the context of decisions to buy electric vehicles? How to support tourists travelling by people with special needs? This publication provides you with answers to these and many other questions. It also contains an abundance of numerical analyses based on significant data sets, illustrating the close affiliation between mobility and quality of life. With regard to the research results discussed and the selected solutions applied, the book primarily addresses the needs of three target groups:• Scientists and researchers (ITS field).• Local authorities (responsible for the transport systems at the urban and regional level).• Representatives of business (traffic strategy management) and industry (manufacturers of ITS components).The conference was held on 18–19 September 2023 in Katowice (Poland).
Advanced Solutions in Diagnostics and Fault Tolerant Control (Advances in Intelligent Systems and Computing #635)
by Jan M. Kościelny Michał Syfert Anna SztyberThis book highlights the latest achievements concerning the theory, methods and practice of fault diagnostics, fault tolerant systems and cyber safety. When considering the diagnostics of industrial processes and systems, increasingly important safety issues cannot be ignored. In this context, diagnostics plays a crucial role as a primary measure of the improvement of the overall system safety integrity level. Obtaining the desired diagnostic coverage or providing an appropriate level of inviolability of the integrity of a system is now practically inconceivable without the use of fault detection and isolation methods. Given the breadth and depth of its coverage, the book will be of interest to researchers faced with the challenge of designing technical and medical diagnosis systems, as well as junior researchers and students in the fields of automatic control, robotics, computer science and artificial intelligence.
Advanced Solutions of Transport Systems for Growing Mobility: 14th Scientific and Technical Conference "Transport Systems. Theory & Practice 2017" Selected Papers (Advances in Intelligent Systems and Computing #631)
by Grzegorz SierpińskiWhat are the parameters that should be taken into account in an advanced simulation model designed for a transport system that promotes green travelling policies? How can the goal of modal shift be pursued through ICT solutions? Is it enough to apply only a single criterion when planning transport systems? What is the importance of information acquisition and provision in Intelligent Transport Systems? Answers to these and many other questions can be found in this publication. It also contains numerous analyses based on relevant data sets, illustrating the close relationship between ITS and the changes observed in terms of how specific means of transport are used. What proves to be particularly important for advanced transport systems is the use of environmentally friendly solutions that reduce their negative environmental impacts; accordingly, the book also addresses this aspect. With regard to the research results discussed and the selected solutions applied, the book primarily addresses the needs of three target groups: #65533; Scientists and researchers (ITS field) #65533; Local authorities (responsible for transport systems at the urban and regional level) #65533; Representatives of business (traffic strategy management) and industry (manufacturers of ITS components) Advanced Solutions of Transport Systems for Growing Mobility gathers selected papers presented at the 14th "Transport Systems. Theory and Practice" Scientific and Technical Conference, organized by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held on 18-20 September 2017 in Katowice (Poland). More details at www. TSTP. polsl. pl
Advanced SOA Tools and Applications (Studies in Computational Intelligence #499)
by Wojciech Cellary Adam Grzech Stanisław Ambroszkiewicz Jerzy Brzeziński Krzysztof ZielińskiThis book presents advanced software development tools for construction, deployment and governance of Service Oriented Architecture (SOA) applications. Novel technical concepts and paradigms, formulated during the research stage and during development of such tools are presented and illustrated by practical usage examples. Hence this book will be of interest not only to theoreticians but also to engineers who cope with real-life problems. Additionally, each chapter contains an overview of related work, enabling comparison of the proposed concepts with exiting solutions in various areas of the SOA development process. This makes the book interesting also for students and scientists who investigate similar issues.
Advanced Spiking Neural P Systems: Models and Applications (Computational Intelligence Methods and Applications)
by Jun Wang Hong PengMembrane computing is a class of distributed and parallel computing models inspired by living cells. Spiking neural P systems are neural-like membrane computing models, representing an interdisciplinary field between membrane computing and artificial neural networks, and are considered one of the third-generation neural networks. Models and applications constitute two major research topics in spiking neural P systems. The entire book comprises two parts: models and applications. In the model part, several variants of spiking neural P systems and fuzzy spiking neural P systems are introduced. Subsequently, their computational completeness is discussed, encompassing digital generation/accepting devices, function computing devices, and language generation devices. This discussion is advantageous for researchers in the fields of membrane computing, biologically inspired computing, and theoretical computer science, aiding in understanding the distributed computing model of spiking neural P systems. In the application part, the application of spiking neural P systems in time series prediction, image processing, sentiment analysis, and fault diagnosis is examined. This offers a novel method and model for researchers in artificial intelligence, data mining, image processing, natural language processing, and power systems. Simultaneously, it furnishes engineering and technical personnel in these fields with a powerful, efficient, reliable, and user-friendly set of tools and methods.
Advanced Splunk
by Ashish Kumar YadavMaster the art of getting the maximum out of your machine data using Splunk About This Book * A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3 * Develop and manage your own Splunk apps for greater insight from your machine data * Full coverage of high-level Splunk techniques including advanced searches, manipulations, and visualization Who This Book Is For This book is for Splunk developers looking to learn advanced strategies to deal with big data from an enterprise architectural perspective. It is expected that readers have a basic understanding and knowledge of using Splunk Enterprise. What You Will Learn * Find out how to develop and manage apps in Splunk * Work with important search commands to perform data analytics on uploaded data * Create visualizations in Splunk * Explore tweaking Splunk * Integrate Splunk with any pre-existing application to perform data crunching efficiently and in real time * Make your big data speak with analytics and visualizations using Splunk * Use SDK and Enterprise integration with tools such as R and Tableau In Detail Master the power of Splunk and learn the advanced strategies to get the most out of your machine data with this practical advanced guide. Make sense of the hidden data of your organization - the insight of your servers, devices, logs, traffic and clouds. Advanced Splunk shows you how. Dive deep into Splunk to find the most efficient solution to your data problems. Create the robust Splunk solutions you need to make informed decisions in big data machine analytics. From visualizations to enterprise integration, this well-organized high level guide has everything you need for Splunk mastery. Start with a complete overview of all the new features and advantages of the latest version of Splunk and the Splunk Environment. Go hands on with uploading data, search commands for basic and advanced analytics, advanced visualization techniques, and dashboard customizing. Discover how to tweak Splunk to your needs, and get a complete on Enterprise Integration of Splunk with various analytics and visualization tools. Finally, discover how to set up and use all the new features of the latest version of Splunk. Style and approach This book follows a step by step approach. Every new concept is built on top of its previous chapter, and it is full of examples and practical scenarios to help the reader experiment as they read.
Advanced Statistical Methods for the Analysis of Large Data-Sets (Studies in Theoretical and Applied Statistics)
by Jose Miguel Angulo Ibanez Mauro Coli Agostino Di CiaccioThe theme of the meeting was "Statistical Methods for the Analysis of Large Data-Sets". In recent years there has been increasing interest in this subject; in fact a huge quantity of information is often available but standard statistical techniques are usually not well suited to managing this kind of data. The conference serves as an important meeting point for European researchers working on this topic and a number of European statistical societies participated in the organization of the event. The book includes 45 papers from a selection of the 156 papers accepted for presentation and discussed at the conference on "Advanced Statistical Methods for the Analysis of Large Data-sets."
Advanced Statistical Methods in Data Science (ICSA Book Series in Statistics)
by Hao Yu Ding-Geng Chen Jiahua Chen Xuewen Lu Grace Y. YiThis book gathers invited presentations from the 2nd Symposium of the ICSA- CANADA Chapter held at the University of Calgary from August 4-6, 2015. The aim of this Symposium was to promote advanced statistical methods in big-data sciences and to allow researchers to exchange ideas on statistics and data science and to embraces the challenges and opportunities of statistics and data science in the modern world. It addresses diverse themes in advanced statistical analysis in big-data sciences, including methods for administrative data analysis, survival data analysis, missing data analysis, high-dimensional and genetic data analysis, longitudinal and functional data analysis, the design and analysis of studies with response-dependent and multi-phase designs, time series and robust statistics, statistical inference based on likelihood, empirical likelihood and estimating functions. The editorial group selected 14 high-quality presentations from this successful symposium and invited the presenters to prepare a full chapter for this book in order to disseminate the findings and promote further research collaborations in this area. This timely book offers new methods that impact advanced statistical model development in big-data sciences.
Advanced Styles and Insights with Midjourney: Imagine Beautiful AI Prompts
by Irina ShamaevaExplore advanced techniques in AI image generation with a focus on enhancing creativity and producing unique styles using the Midjourney platform, an AI image-generating (text-to-image) program unparalleled in the aesthetics of images it can produce. This book is for anyone ready to push their AI art further, with guidance straight from a seasoned AI artist and user of Midjourney. Unlike a basic tutorial, this book focuses on advanced prompt crafting strategies, understanding Midjourney's evolving algorithms, and harnessing these tools to produce art that resonates on personal and communal levels. Author Irina Shamaeva shares insights gained from creating and sharing art that has captivated over 8,000 followers on social media in a year. You’ll see how to think out of the box with AI art creation and gain practical tips and techniques for drawing. Expect practical tips on making the most of Midjourney for your art, insights from the author's experience, and stories from the AI art world. This book is not just about how to use Midjourney; it's about creating art that matters to you and others. Advanced Styles and Insights with Midjourney will allow you to channel your creativity with more sophisticated drawing techniques, concepts, and new complementary tools. What You Will Learn Combine the features of two recent Midjourney versions, getting the best qualities of each. Explore a "hidden" unofficial version of Midjourney that has a wild imagination. Use the Vary(Subtle), Vary(Strong), and Vary(Region) functions to manipulate your images. Work with multimedia - images along with text - as image prompts and style references. Who This Book Is For Graphic designers, architects, book illustrators, product photographers, game developers, fashion and interior designers, educators, AI researchers using text-to-image software, and any Midjourney user wanting to enhance their prompting skills.
Advanced Systems for Environmental Monitoring, IoT and the application of Artificial Intelligence (Studies in Big Data #143)
by Jamal Mabrouki Mourade AzrourEnvironmental risks put one in six people at risk, as well as our complex ecosystems. Today, IoT sites can monitor the environment and assess risks. Clean technologies can help detect toxic substances, chemical spills, hazardous pollutants, and other issues, enabling both governments and industries to clean or protect the air, land, water, and other environments, and how IoT can support these processes. IoT-enabled environmental intelligence is the constant measurement and collection of our physical environment, through sensors and smart devices. Integrated sensors in irrigation facilities, water supply systems, pipelines, cisterns, weather stations, ocean, and industrial facilities—anywhere on the globe—can record temperature, relative humidity, water content, leaks, and any other physical parameters.