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Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems (Studies in Computational Intelligence #1038)
by Diego Oliva Mohamed Abd Elaziz Laith Abualigah Essam Halim HousseinThis book collects different methodologies that permit metaheuristics and machine learning to solve real-world problems. This book has exciting chapters that employ evolutionary and swarm optimization tools combined with machine learning techniques. The fields of applications are from distribution systems until medical diagnosis, and they are also included different surveys and literature reviews that will enrich the reader. Besides, cutting-edge methods such as neuroevolutionary and IoT implementations are presented in some chapters. In this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms. The chapters were compiled using a scientific perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics and can be used in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the material can be helpful for research from the evolutionary computation, artificial intelligence communities.
Integrating Metaheuristics in Computer Vision for Real-World Optimization Problems
by Shubham Mahajan Amit Kant Pandit Kapil Joshi Nitish PathakA comprehensive book providing high-quality research addressing challenges in theoretical and application aspects of soft computing and machine learning in image processing and computer vision. Researchers are working to create new algorithms that combine the methods provided by CI approaches to solve the problems of image processing and computer vision such as image size, noise, illumination, and security. The 19 chapters in this book examine computational intelligence (CI) approaches as alternative solutions for automatic computer vision and image processing systems in a wide range of applications, using machine learning and soft computing. Applications highlighted in the book include: diagnostic and therapeutic techniques for ischemic stroke, object detection, tracking face detection and recognition; computational-based strategies for drug repositioning and improving performance with feature selection, extraction, and learning; methods capable of retrieving photometric and geometric transformed images; concepts of trading the cryptocurrency market based on smart price action strategies; comparative evaluation and prediction of exoplanets using machine learning methods; the risk of using failure rate with the help of MTTF and MTBF to calculate reliability; a detailed description of various techniques using edge detection algorithms; machine learning in smart houses; the strengths and limitations of swarm intelligence and computation; how to use bidirectional LSTM for heart arrhythmia detection; a comprehensive study of content-based image-retrieval techniques for feature extraction; machine learning approaches to understanding angiogenesis; handwritten image enhancement based on neutroscopic-fuzzy. Audience The book has been designed for researchers, engineers, graduate, and post-graduate students wanting to learn more about the theoretical and application aspects of soft computing and machine learning in image processing and computer vision.
Integrating Omics Data
by George Tseng Debashis Ghosh Xianghong Jasmine ZhouIn most modern biomedical research projects, application of high-throughput genomic, proteomic, and transcriptomic experiments has gradually become an inevitable component. Popular technologies include microarray, next generation sequencing, mass spectrometry and proteomics assays. As the technologies have become mature and the price affordable, omics data are rapidly generated, and the problem of information integration and modeling of multi-lab and/or multi-omics data is becoming a growing one in the bioinformatics field. This book provides comprehensive coverage of these topics and will have a long-lasting impact on this evolving subject. Each chapter, written by a leader in the field, introduces state-of-the-art methods to handle information integration, experimental data, and database problems of omics data.
Integrating PHP Projects with Jenkins
by Sebastian Bergmann<p>Today’s web applications require frequent updates, not just by adding or upgrading features, but by maintaining and improving the software’s existing code base as well. This concise book shows PHP developers how to use the popular Jenkins continuous integration server to monitor various aspects of software quality through continuous integration and continuous inspection.</p>
Integrating PHP with Windows®
by Arno HollosiAccess and run Windows® web and database technologies with PHP Take your PHP programming skills deep into Windows--and build PHP applications that run efficiently and effectively on an array of Windows technologies. Packed with hands-on exercises, this in-depth guide shows you how to use PHP to interact with Internet Information Services 7.5 (IIS), Microsoft® SQL Server® 2008, Microsoft Exchange Server 2010, and Active Directory®. You'll quickly learn how to apply best practices for running PHP applications in a Windows environment. Discover how to: Use Microsoft SQL Server as the backend database for PHP applications Set up full-text search on SQL Server to help users find data quickly Improve PHP application performance with IIS caching techniques Configure IIS to help secure your PHP applications against attacks Manage users and groups in Active Directory with a PHP application Create a PHP LDAP browser to search for and view Active Directory data Program Exchange Server with PHP, using Exchange Web Services (EWS)
Integrating Psychoinformatics with Ubiquitous Social Networking: Advanced Mobile-Sensing Concepts and Applications (T-Labs Series in Telecommunication Services)
by Felix BeierleThis book deepens the understanding of people through smartphone data obtained via mobile sensing and applies psychological insights for social networking applications. The author first introduces TYDR, an application for researching smartphone data and user personality. A novel, structured privacy model for mobile sensing applications is developed and the obtained empirical results help researchers gauge what data they can expect users to share in daily-life studies. The new research findings, the concept of mobile sensing, and psychological insights about the formation and structure of real-life social networks are integrated into the field of social networking. Finally, for this novel integration, the author presents concepts, decentralized software architectures, and fully realized prototypes that recommend new contacts, media, and locations to individual users and groups of users.
Integrating Qualitative and Social Science Factors in Archaeological Modelling (Computational Social Sciences)
by Marc Vander Linden Mehdi SaqalliThis book covers the methodological, epistemological and practical issues of integrating qualitative and socio-anthropological factors into archaeological modeling. This text fills the gap between conceptual modeling (which usually relies on narratives describing the life of a past community) and formalized/computer-based modeling which are usually environmentally-determined. Methods combining both environmental and social issues through niche and agent-based modeling are presented. These methods help to translate data from paleo-environmental and archaeological society life cycles (such as climate and landscape changes) into the local spatial scale. The epistemological discussions will appeal to readers as well as the resilience socio-anthropological factors provide facing climatic fluctuations. Integrating Qualitative and Social Science Factors in Archaeological Modelling will appeal to students and researchers in the field.
Integrating Research and Practice in Software Engineering (Studies in Computational Intelligence #851)
by Lech Madeyski Stan Jarzabek Aneta Poniszewska-MarańdaIn this book, the authors highlight recent findings that hold the potential to improve software products or development processes; in addition, they help readers understand new concepts and technologies, and to see what it takes to migrate from old to new platforms. Some of the authors have spent most of their careers in industry, working at the frontiers of practice-based innovation, and are at the same time prominent researchers who have made significant academic contributions. Others work together with industry to test, in industrial settings, the methods they’ve developed in the lab. The choice of subject and authors represent the key elements of this book. Its respective chapters cover a wide range of topics, from cloud computing to agile development, applications of data science methods, re-engineering of aging applications into modern ones, and business and requirements engineering. Taken together, they offer a valuable asset for practitioners and researchers alike.
Integrating Serverless Architecture: Using Azure Functions, Cosmos DB, and SignalR Service
by Rami VemulaDesign, develop, build, and deliver an end-to-end serverless architecture by leveraging Azure services, frameworks, and tools. This book offers a holistic approach, guiding you through the design and development of a Twitter Bot application, while leveraging Azure Functions.Integrating Serverless Architecture begins with an overview of serverless computing and getting started with Azure Functions. Here, you will create a Twitter bot function which scans Twitter for the latest tweets and makes use of dependency injection. Further, you will learn about Azure Cosmos DB where you will cover its change feed mechanism and the repository pattern. You will create a Cosmos DB trigger-based tweet notifier function, which will broadcast the latest tweets to connected clients. You will explore the basics of Azure Service Bus and create a tweet scheduler function, which will prioritize different keywords for the Twitter bot function. Along the way, you will debug, deliver, and test the functions in the Azure environment.This book shows you how to secure your Azure Function secrets with the help of Azure Key Vault. To further your understanding of the technology, you will learn logging and exception handling in Azure Functions.Later in the book, you will build a Twitter bot web application by using ASP.NET Core and Materialize CSS, which will interact with several HTTP-based Azure Functions. The Twitter bot web application allows users to log in through the Twitter Identity Provider, subscribe to different keywords/hashtags, and browse the latest tweets based on subscriptions. You will get started with SignalR Service and integrate it with Azure Functions and web applications. Towards the end you will go through app service authentication on Azure Functions and discover how to configure continuous integration and delivery to Azure Functions. After reading this book, you will be able to understand the steps involved in design, development, and delivery of a workflow using Azure Functions.What You Will LearnDesign and develop a Twitter bot application using Azure Functions with Azure Web App Service as the front endLeverage Azure Cosmos DB as data storage and trigger notifications using its change feed mechanismStore and retrieve secrets from Azure Key VaultIntegrate Azure Functions with Azure SignalR Service to broadcast real-time messagesSecure Azure Functions by enabling Twitter identity authentication using built-in App Service authenticationBuild a continuous integration and continuous delivery pipeline for Azure Functions using Visual Studio Team Services (VSTS)Who This Book Is ForDevelopers, software engineers, and architects who design and manage infrastructures and build applications by leveraging Microsoft cloud services.
Integrating Social Media into Information Systems: Requirements, Gaps, and Potential Solutions (G - Reference, Information and Interdisciplinary Subjects)
by Parisa Roshan Isaac R. Porche III Ryan Andrew Brown Astrid Stuth Cevallos Osonde A. Osoba Joshua Mendelsohn Douglas Douglas Yeung John Bordeaux Timothy R. Gulden Laura Kupe Luke J. Matthews Katharine Sieck Sarah SolimanThis report examines the technical challenges associated with incorporating bulk, automated analysis of social media information into procedures for vetting people seeking entry into the United States. The authors identify functional requirements and a framework for operational metrics for the proposed social media screening capabilities and provide recommendations on how to implement those capabilities.
Integrating Soft Computing into Strategic Prospective Methods: Towards an Adaptive Learning Environment Supported by Futures Studies (Studies in Fuzziness and Soft Computing #387)
by José Luis Verdegay Raúl Trujillo-CabezasThis book discusses how to build optimization tools able to generate better future studies. It aims at showing how these tools can be used to develop an adaptive learning environment that can be used for decision making in the presence of uncertainties. The book starts with existing fuzzy techniques and multicriteria decision making approaches and shows how to combine them in more effective tools to model future events and take therefore better decisions. The first part of the book is dedicated to the theories behind fuzzy optimization and fuzzy cognitive map, while the second part presents new approaches developed by the authors with their practical application to trend impact analysis, scenario planning and strategic formulation. The book is aimed at two groups of readers, interested in linking the future studies with artificial intelligence. The first group includes social scientists seeking for improved methods for strategic prospective. The second group includes computer scientists and engineers seeking for new applications and current developments of Soft Computing methods for forecasting in social science, but not limited to this.
Integrating Technology in English Language Arts Teacher Education (Routledge Research in Teacher Education)
by Donna L. PasternakIntegrating Technology in English Language Arts Teacher Education investigates the technology practices teacher candidates in the US are being introduced to, how they are using these practices in classrooms, and how technology can be effectively integrated into English teacher education programs. By drawing upon findings from extensive longitudinal studies into teacher education programs in the US, this timely volume addresses critical themes relating to the integration of technology in education, including: • Teaching with technology • Technology for collaboration • Technology for individualized learning and assessment By analyzing the experiences of teacher educators and candidates, and offering detailed analysis of the content, practices, and skills being taught to pre-service English teachers, Pasternak examines the entities that drive or inhibit the adoption of technology into the secondary English language arts (ELA) curriculum. This volume will resonate with an international audience of post-graduate scholars and researchers interested in the fields of teacher education, English language arts, and the relationship between technology and classroom practice.
Integrating Technology in Literacy Instruction: Models and Frameworks for All Learners
by Jodi Pilgrim Sheri Vasinda Peggy S. LisenbeeIn the second edition, this text has been updated to address changing literacies surrounding students and the continued importance of effective communication using technology tools in K-12 classrooms. Technology has the power and potential to transform teaching and learning in classrooms and to promote active learning, interaction, and engagement through readily available tools and applications. While both technologies and research in literacy education rapidly evolve, this book presents lasting frameworks for teachers to effectively evaluate and implement digital tools to enhance classroom literacies and learning. Through the lens of Universal Design for Learning (UDL), this text equips educators to develop inclusive learning environments that support the needs and desires of all literacy learners through the integration of technology and literacy instruction. This text presents a range of current models and frameworks, including SAMR, RAT, PICRAT, T3, TPACK, TIPC, and EMSCI. The new edition of this book has been updated to include: Alignment with ISTE standards in each chapter Updates from the 2024 UDL Guidelines 3.0 Updates from the most recent 2024 National Educational Technology Plan Updated technology applications, including AI and its impact Tools for teaching through remote and distance learning Each chapter includes prompts for reflection and discussion to encourage readers to consider ways literacy and technology can enable teachers to become agents of change. This book will be especially beneficial for pre-service undergraduate and graduate teacher candidates, as well as ISTE certified educators and those seeking certification.
Integrating User-Centred Design in Agile Development
by Gilbert Cockton Marta Lárusdóttir Peggy Gregory Åsa CajanderThis book examines the possibilities of incorporating elements of user-centred design (UCD) such as user experience (UX) and usability with agile software development. It explores the difficulties and problems inherent in integrating these two practices despite their relative similarities, such as their emphasis on stakeholder collaboration. Developed from a workshop held at NordiCHI in 2014, this edited volume brings together researchers from across the software development, UCD and creative design fields to discuss the current state-of-the-art. Practical case studies of integrating UCD in Agile development across diverse contexts are presented, whilst the different futures for UCD and other design practices in the context of agile software development are identified and explored. Integrating User Centred Design in Agile Development will be ideal for researchers, designers and academics who are interested in software development, user-centred design, agile methodologies and related areas.
Integrating Virtual and Traditional Learning in 6-12 Classrooms: A Layered Literacies Approach to Multimodal Meaning Making
by Sandra Schamroth AbramsIntegrating Virtual and Traditional Learning in 6-12 Classrooms introduces a model of "layered literacies" as a framework for describing and illustrating how students’ digital experiences can inform educational methods. Through the lens of layered literacies, educators can envision opportunities to draw upon adolescents’ out-of-school interests and activities to meaningfully integrate digital practices within academic contexts. Such an approach facilitates innovative teaching, inspired learning, and successful pedagogy, and it thoughtfully highlights the role of technology within mandated standards-based instruction in public schools. Combining foundational and contemporary theories, supported by data from multiple studies of adolescent learning, and honoring teachers’ and students’ experiences and resources, this text helps educators reconceptualize the ways students learn through and with digital texts and negotiate the connection between online and offline spaces. A companion website extends the discussion onto the screen, engaging readers in an intertextual approach to learning that complements the concept of layering literacies across disciplines. With a foreword by Jennifer Rowsell and an afterword by Bill Cope and Mary Kalantzis, it will be of interest to experienced educators and administrators, as well as postgraduate, graduate, and undergraduate students of education.
Integrating a Usable Security Protocol into User Authentication Services Design Process
by Ahmed Seffah Christina Braz Bilal NaqviThere is an intrinsic conflict between creating secure systems and usable systems. But usability and security can be made synergistic by providing requirements and design tools with specific usable security principles earlier in the requirements and design phase. In certain situations, it is possible to increase usability and security by revisiting design decisions made in the past; in others, to align security and usability by changing the regulatory environment in which the computers operate. This book addresses creation of a usable security protocol for user authentication as a natural outcome of the requirements and design phase of the authentication method development life cycle.
Integration Patterns: Patterns & Practices
by Microsoft Corporation<div xmlns="http://www.w3.org/1999/xhtml"><p>Get expert guidance for using architecture and design patterns as well as implementation patterns that apply specifically to Microsoft\xae BizTalk\xae Server 2004, Host Integration Server 2004, and the .NET Framework?to solve common system integration issues.</p></div>
Integration as Solution for Advanced Smart Urban Transport Systems: 15th Scientific and Technical Conference “Transport Systems. Theory & Practice 2018”, Selected Papers" (Advances in Intelligent Systems and Computing #844)
by Grzegorz SierpińskiMethods of advanced data collecting and their analysis, models which help with decision problems as well as technical solutions which improve the integrity of contemporary transport systems at urban area are only some of many problems connected with integration in passenger and freight transport which have been discussed in this book. The book expresses case study-based scientific and practical approach to the problems of contemporary transport systems. The proposed methods and models enable a system approach to assess current solutions. In turn, implementation proposals may support the improvement of the integrity of individual elements of transport systems, and thus increase its effectiveness on the global scale.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).This book gathers selected papers presented at the 15th Scientific and Technical Conference “Transport Systems. Theory and Practice” organised by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held in Katowice, Poland on September 17–19, 2018.
Integration of AI and OR Techniques in Constraint Programming
by Claude-Guy QuimperThis book constitutes the proceedings of the 13th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2016, held in Banff, Canada, in May/June 2016. The 21 full papers presented together with 8 short papers were carefully reviewed and selected from 51 submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in combinatorial optimization and provides an opportunity for researchers in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.
Integration of Cloud Computing and IoT: Trends, Case Studies and Applications (Emerging Technologies)
by Mohit Angurala Prabh Deep SinghThis book presents cutting-edge research, advanced techniques, and practical applications of the integration of Cloud Computing and Internet of Things (IoT). It explores the practical challenges associated with the development and deployment of Cloud Computing and IoT-based solutions, including security, privacy, and interoperability issues. It includes various case studies, including Smart Cities, Network Security, Healthcare, Smart Urban Sensing, Agriculture, Mining, Railways, and Crime Investigations. It offers in-depth insights, developments, and practical applications, showcasing helpful tools and techniques in IoT and Cloud Computing.Key Features• Provide a comprehensive and accessible resource that covers a broad range of topics on the integration of Cloud Computing and IoT.• Shows how Cloud Computing and IoT are applied to various challenging situations.• Covers in-depth inference of Cloud Computing and IoT to real-world issues, which will assist the industrial sector in growth.• Includes discussion of how robust privacy solutions are important to enable effective integration between Cloud Computing and IoT-based applications.• Offers case studies and real-life examples from various sectors, including healthcare, agriculture, mining, smart transport, and underwater communication.The book is a comprehensive guide for professionals, researchers, and students interested in the latest Cloud Computing and IoT developments.
Integration of Cloud Computing with Emerging Technologies: Issues, Challenges, and Practices
by Vishal Bhatnagar Vikram Bali Sapna Sinha Prateek AgrawalThis book gives a complete overview of cloud computing: its importance, its trends, innovations, and its amalgamation with other technologies.Key Features: In-depth explanation of emerging technologies utilizing cloud computing Supplemented with visuals, flow charts, and diagrams Real-time examples included Caters to beginners, as well as advanced researchers, by explaining implications, innovations, issues, and challenges of cloud computing Highlights the need for cloud computing and the true benefits derived by its application and integration in emerging technologies Simple, easy language
Integration of Cloud Computing with Internet of Things: Foundations, Analytics and Applications (Advances in Learning Analytics for Intelligent Cloud-IoT Systems)
by Suneeta Satpathy Sachi Nandan Mohanty Monika Mangla Bhagirathi NayakThe book aims to integrate the aspects of IoT, Cloud computing and data analytics from diversified perspectives. The book also plans to discuss the recent research trends and advanced topics in the field which will be of interest to academicians and researchers working in this area. Thus, the book intends to help its readers to understand and explore the spectrum of applications of IoT, cloud computing and data analytics. Here, it is also worth mentioning that the book is believed to draw attention on the applications of said technology in various disciplines in order to obtain enhanced understanding of the readers. Also, this book focuses on the researches and challenges in the domain of IoT, Cloud computing and Data analytics from perspectives of various stakeholders.
Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 15th International Conference, CPAIOR 2018, Delft, The Netherlands, June 26–29, 2018, Proceedings (Lecture Notes in Computer Science #10848)
by Willem-Jan van HoeveThis book constitutes the proceedings of the 15th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2018, held in Delft, The Netherlands, in June 2018. The 47 full papers presented together with 3 abstracts of invited talks and 3 abstracts of fast-track journal papers were carefully reviewed and selected from 111 submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in the intersection of these fields and provides an opportunity for researchers in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.
Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 16th International Conference, CPAIOR 2019, Thessaloniki, Greece, June 4–7, 2019, Proceedings (Lecture Notes in Computer Science #11494)
by Louis-Martin Rousseau Kostas StergiouThis book constitutes the proceedings of the 16th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2019, held in Thessaloniki, Greece, in June 2019.The 34 full papers presented together with 9 short papers were carefully reviewed and selected from 94 submissions. The conference brings together interested researchers from Constraint Programming (CP), Artificial Intelligence (AI), and Operations Research (OR) to present new techniques or applications and to provide an opportunity for researchers in one area to learn about techniques in the others. A main objective of this conference series is also to give these researchers the opportunity to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.
Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 17th International Conference, CPAIOR 2020, Vienna, Austria, September 21–24, 2020, Proceedings (Lecture Notes in Computer Science #12296)
by Emmanuel Hebrard Nysret MusliuThe volume LNCS 12296 constitutes the papers of the 17th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research which will be held online in September 2020.The 32 regular papers presented together with 4 abstracts of fast-track papers were carefully reviewed and selected from a total of 72 submissions. Additionally, this volume includes the 4 abstracts and 2 invited papers by plenary speakers. The conference program also included a Master Class on the topic “Recent Advances in Optimization Paradigms and Solving Technology"