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Software Supply Chain Security
Par Cassie Crossley. 2024
Trillions of lines of code help us in our lives, companies, and organizations. But just a single software cybersecurity vulnerability…
can stop entire companies from doing business and cause billions of dollars in revenue loss and business recovery. Securing the creation and deployment of software, also known as software supply chain security, goes well beyond the software development process.This practical book gives you a comprehensive look at security risks and identifies the practical controls you need to incorporate into your end-to-end software supply chain. Author Cassie Crossley demonstrates how and why everyone involved in the supply chain needs to participate if your organization is to improve the security posture of its software, firmware, and hardware.With this book, you'll learn how to:Pinpoint the cybersecurity risks in each part of your organization's software supply chainIdentify the roles that participate in the supply chain—including IT, development, operations, manufacturing, and procurementDesign initiatives and controls for each part of the supply chain using existing frameworks and referencesImplement secure development lifecycle, source code security, software build management, and software transparency practicesEvaluate third-party risk in your supply chainThe Engineering Executive's Primer
Par Will Larson. 2024
As an engineering manager, you almost always have someone in your company to turn to for advice: a peer on…
another team, your manager, or even the head of engineering. But who do you turn to if you're the head of engineering? Engineering executives have a challenging learning curve, and many folks excitedly start their first executive role only to leave frustrated within the first 18 months.In this book, author Will Larson shows you ways to obtain your first executive job and quickly ramp up to meet the challenges you may not have encountered in non-executive roles: measuring engineering for both engineers and the CEO, company-scoped headcount planning, communicating successfully across a growing organization, and figuring out what people actually mean when they keep asking for a "technology strategy."This book explains how to:Get an engineering executive job, negotiate the contract, and onboard at your new companyRun an engineering planning process and communicate effectively with the organizationDirect the core meetings necessary to operate an effective engineering organizationHire, onboard, and run performance managementManage yourself and remain effective through many challengesLeave the job when the time is rightWill Larson was the chief technology officer at Calm and the author of An Elegant Puzzle and Staff Engineer. He's also a prolific writer on his blog, Irrational Exuberance.Advances in Aerial Sensing and Imaging
Par Sandeep Kumar, Nageswara Rao Moparthi, Abhishek Bhola, Ravinder Kaur, A. Senthil, K.M.V.V. Prasad. 2024
Advances in Aerial Sensing and Imaging This groundbreaking book is a comprehensive guide to the technology found in the complex…
field of aerial sensing and imaging, and the real-world challenges that stem from its growing significance and demand. The advent of unmanned aerial vehicles (UAVs), or drones, along with advancements in sensor technology and image processing techniques, has further enhanced the capabilities and applications of aerial sensing and imaging. These developments have opened up new research, innovation, and exploration avenues. Aerial sensing and imaging have rapidly evolved over the past few decades and have revolutionized several fields, including land cover and usage prediction, crop and livestock management, road accident monitoring, poverty estimation, defense, agriculture, forest fire detection, UAV security issues, and open parking management. This book provides a comprehensive understanding and knowledge of the underlying technology and its practical applications in different domains. Audience Computer science and artificial intelligence researchers working in the fields of aerial sensing and imaging, as well as professionals working in industries such as agriculture, geology, surveying, urban planning, disaster response, etc; this book provides them with practical guidance and instruction on how to apply aerial sensing and imaging for various purposes and stay up-to-date with the latest developments in the domain.Optimized Predictive Models in Health Care Using Machine Learning
Par Sandeep Kumar, Anuj Sharma, Navneet Kaur, Lokesh Pawar, Rohit Bajaj. 2024
OPTIMIZED PREDICTIVE MODELS IN HEALTH CARE USING MACHINE LEARNING This book is a comprehensive guide to developing and implementing optimized…
predictive models in healthcare using machine learning and is a required resource for researchers, healthcare professionals, and students who wish to know more about real-time applications. The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of machine learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease progression, and optimizing treatment plans. By leveraging data from various sources, predictive models can help healthcare providers make informed decisions, resulting in better patient outcomes and reduced costs. Other essential features of the book include: provides detailed guidance on data collection and preprocessing, emphasizing the importance of collecting accurate and reliable data; explains how to transform raw data into meaningful features that can be used to improve the accuracy of predictive models; gives a detailed overview of machine learning algorithms for predictive modeling in healthcare, discussing the pros and cons of different algorithms and how to choose the best one for a specific application; emphasizes validating and evaluating predictive models; provides a comprehensive overview of validation and evaluation techniques and how to evaluate the performance of predictive models using a range of metrics; discusses the challenges and limitations of predictive modeling in healthcare; highlights the ethical and legal considerations that must be considered when developing predictive models and the potential biases that can arise in those models. Audience The book will be read by a wide range of professionals who are involved in healthcare, data science, and machine learning.Lifelong and Continual Learning Dialogue Systems (Synthesis Lectures on Human Language Technologies)
Par Sahisnu Mazumder, Bing Liu. 2024
This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability…
to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems. The book explains how these developments allow systems to continuously learn new language expressions, lexical and factual knowledge, and conversational skills through interactions and dialogues. Additionally, the book covers techniques to acquire new training examples for learning new tasks during the conversation. The book also reviews existing work on lifelong learning and discusses areas for future research.This book gathers the proceedings of the 8th International Conference on Advancements of Medicine and Health Care through Technology, MEDITECH…
2022, held virtually on 20–22 October 2022, from Cluj-Napoca, Romania. It reports on both theoretical and practical developments in biomedical imaging and image processing, health technology, technologies for education, and biomedical signal processing and medical devices, measurements and instrumentation. Both the conference and the realization of this book were supported by the Romanian National Society for Medical Engineering and Biological Technology (SNIMTB).The 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification
Par A. J. Larner. 2024
This book describes, extends, and illustrates the metrics of binary classification through worked examples.Worked examples based on pragmatic test accuracy…
study data are used in chapters to illustrate relevance to day-to-day clinical practice. Readers will gain an understanding of sensitivity and specificity and predictive values along with many other parameters.The contents are highly structured, and the use of worked examples facilitates understanding and interpretation.This book is a resource for clinicians in any discipline who are involved in the performance or assessment of test accuracy studies and professionals in the disciplines of machine learning or informatics wishing to gain insight into clinical applications of 2x2 tables.Cambridge International AS Level Information Technology Student's Book Second Edition
Par Graham Brown, Brian Sargent. 2024
Our AS Level student book is endorsed by Cambridge International Education to support the full syllabus for examination from 2025.Develop…
theoretical and practical IT skills with this comprehensive Student's Book written by experienced authors and examiners specially for the updated Cambridge International Education AS Level Information Technology syllabus (9626).- Improve understanding of concepts and terminology with clear explanations, labelled illustrations, photographs, diagrams, plus a glossary of key terms- Develop theoretical and practical skills with a range of exercises (multi choice through to discussion type questions), exam-style questions, step-by-step instructions and example answers that all ensure skills are developed alongside knowledge- Follow a structured route through the course with in-depth coverage of the full syllabusAlso available in the series:Cambridge International AS Level Information Technology Student Book eBook 9781036005597Cambridge International AS Level Information Technology Skills Workbook 9781510483064Blockchain and Machine Learning for IoT Security
Par Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, and Said Benkirane. 2024
The Internet of Things (IoT) involves physical devices, cars, household appliances, and any other physical appliance equipped with sensors, software,…
and network connections to gather and communicate data. Nowadays, this technology is embedded in everything from simple smart devices, to wearable equipment, to complex industrial machinery and transportation infrastructures. On the other hand, IoT equipment has been designed without considering security issues. Consequently, there are many challenges in terms of protection against IoT threats, which can lead to distressing situations. In fact, unlike other technological solutions, there are few standards and guidelines governing the protection of IoT technology. Moreover, few users are aware of the risks associated with IoT systems. Hence, Blockchain and Machine Learning for IoT Security discusses various recent techniques and solutions related to IoT deployment, especially security and privacy. This book addresses a variety of subjects, including a comprehensive overview of the IoT, and covers in detail the security challenges at each layer by considering how both the architecture and underlying technologies are employed. As acknowledged experts in the field, the authors provide remediation solutions for impaired security, as well as mitigation methods, and offer both prevention and improvement suggestions. Key Features: Offers a unique perspective on IoT security by introducing Machine Learning and Blockchain solutions Presents a well-rounded overview of the most recent advances in IoT security and privacy Discusses practical solutions and real-world cases for IoT solutions in various areas Provides solutions for securing IoT against various threats Discuses Blockchain technology as a solution for IoT This book is designed to provide all the necessary knowledge for young researchers, academics, and industry professionals who want to understand the advantages of artificial intelligence technology, machine learning, data analysis methodology, and Blockchain for securing IoT technologies.Medical Image Understanding and Analysis: 26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings (Lecture Notes in Computer Science #13413)
Par Guang Yang, Angelica Aviles-Rivero, Michael Roberts, Carola-Bibiane Schönlieb. 2022
This book constitutes the refereed proceedings of the 26th Conference on Medical Image Understanding and Analysis, MIUA 2022, held in…
Cambridge, UK, in July 2022. The 65 full papers presented were carefully reviewed and selected from 95 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging.Chapter “FCN-Transformer Feature Fusion for Polyp Segmentation” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.Pro Oracle Database 23c Administration: Manage and Safeguard Your Organization’s Data
Par Michelle Malcher, Darl Kuhn. 2024
Master Oracle Database administration in both on-premises and cloud environments. This new edition covers the tasks you’ll need to perform…
to keep your databases stable, tuned, and running. The book also includes administrative tasks specific to cloud environments, including the Oracle Autonomous Database running in the Oracle Cloud Infrastructure. New in this edition is help for DBAs who are becoming involved in data management, and a look at the idea of a converged database and what that means in handling various data types and workloads. The book covers some of the machine learning features now in Oracle and shows how the same SQL that you know for database administration also helps you with data management tasks. The information in this book helps you to apply the right solution at the right time, mitigating risk and making robust choices that protect your data and avoid midnight phone calls.Data management is increasingly a DBA function, and DBAs are often called upon for help in getting data loaded into analytics environments such as a data lakehouse or a data mesh. This book addresses this fast-growing new role for database administrators and helps you build on your existing knowledge to make the transition into a new skill set that is in high demand. You’ll learn how to look at data optimization from the standpoint of data analysis and machine learning so that you can be seen as a key player in preparing your organization’s data for those type of activities. You’ll know how to pull back information from a combination of relational tables and JSON structures. You’ll become familiar with the tools that Oracle Database provides to make analytics easier and more straightforward. And you’ll learn simpler ways to manage time-based tables that eliminate the need for painfully creating triggers to track the history of row changes over time.This book builds your skills as an Oracle Database administrator with the aim of helping you to be seen as a key player in data management as your organization pivots toward cloud computing and a greater use of machine learning and analytics technologies.What You'll LearnConfigure and manage Oracle 23c databases both on-premises and in the cloudMeet your DBA responsibilities in the Oracle Cloud and with Database Cloud ServicesPerform administrative tasks for Autonomous Database dedicated environmentsPerform DBA tasks and effectively use data management tools Migrate from on-premises to the Oracle Cloud InfrastructureTroubleshoot issues with Oracle 23c databases and quickly solve performance problemsArchitect cloud, on-premises, hybrid, and multi-cloud database environments Who This Book Is ForOracle database administrators (DBAs) who want to be current with the new features in Oracle Database 23c. For any DBA who is tasked with managing Oracle databases in cloud, hybrid cloud, and multi-cloud configurations. Also helpful for data architects who are designing analytic solutions in data lakehouse and data mesh environments.Static Analysis: 30th International Symposium, SAS 2023, Cascais, Portugal, October 22–24, 2023, Proceedings (Lecture Notes in Computer Science #14284)
Par Manuel V. Hermenegildo, José F. Morales. 2023
This book constitutes the refereed proceedings of the 30th International Symposium on Static Analysis, SAS 2023, held in Lisbon, Portugal,…
in October 2023. The 20 full papers included in this book were carefully reviewed and selected from 40 submissions. Static analysis is widely recognized as a fundamental tool for program verification, bug detection, compiler optimization, program understanding, and software maintenance. The papers deal with theoretical, practical and application advances in the area.Brainlesion: 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers (Lecture Notes in Computer Science #13769)
Par Spyridon Bakas, Alessandro Crimi, Ujjwal Baid, Sylwia Malec, Monika Pytlarz, Bhakti Baheti, Maximilian Zenk, Reuben Dorent. 2023
This book constitutes the refereed proceedings of the 8th International MICCAI Brainlesion Workshop, BrainLes 2022, as well as the Brain…
Tumor Segmentation (BraTS) Challenge, the Brain Tumor Sequence Registration (BraTS-Reg) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the Federated Tumor Segmentation (FeTS) Challenge. These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2022, in September 2022. The 46 revised full papers presented in these volumes were selected form 65 submissions.The presented contributions describe the research of computational scientists and clinical researchers working on brain lesions - specifically glioma, multiple sclerosis, cerebral stroke, traumatic brain injuries, vestibular schwannoma, and white matter hyper-intensities of presumed vascular origin.Distributed Ledger Technology: 7th International Symposium, SDLT 2023, Brisbane, QLD, Australia, November 30 – December 1, 2023, Revised Selected Papers (Communications in Computer and Information Science #1975)
Par Naipeng Dong, Babu Pillai, Guangdong Bai, Mark Utting. 2024
This book constitutes the proceedings of the 7th International Symposium, SDLT 2023, held in Brisbane, QLD, Australia, during November 30…
– December 1, 2023.The 8 full papers and the short paper included in this volume were carefully reviewed and selected from 32 submissions. The volume focuses on current systems and new solutions to create a scientific background for a solid development of innovative Distributed Ledger Technology application.Towards Responsible Machine Translation: Ethical and Legal Considerations in Machine Translation (Machine Translation: Technologies and Applications #4)
Par Helena Moniz, Carla Parra Escartín. 2023
This book is a contribution to the research community towards thinking and reflecting on what Responsible Machine Translation really means.…
It was conceived as an open dialogue across disciplines, from philosophy to law, with the ultimate goal of providing a wide spectrum of topics to reflect on. It covers aspects related to the development of Machine translation systems, as well as its use in different scenarios, and the societal impact that it may have. This text appeals to students and researchers in linguistics, translation, natural language processing, philosophy, and law as well as professionals working in these fields.Wiser in Battle: A Soldier's Story
Par Ricardo S. Sanchez, Donald T. Phillips. 2008
Amidst all of the criticisms of America's war in Iraq, one essential voice has remained silent . . . until…
now. In his groundbreaking new memoir, Wiser in Battle, LTG (Ret) Ricardo S. Sanchez, former Commander of Coalition Forces in Iraq, reports back from the front lines of the global War on Terror to provide a comprehensive and chilling exploration of America's historic military and foreign policy blunder.Blockchain-based Internet of Things: Opportunities, Challenges and Solutions
Par Iraq Ahmad Reshi, Sahil Sholla. 2024
This book presents an overview of the blockchain-based Internet of Things systems, along with the opportunities, challenges, and solutions in…
diverse fields such as business, education, agriculture, and healthcare. It discusses scalability, security, layers, threats, and countermeasures in blockchain-based Internet of Things network.· Elaborates on the opportunities presented by combining blockchain with artificial intelligence on the Internet of Things systems in the management of food systems, and drug supply chains.· Explains the management of computationally intensive tasks in blockchain-based Internet of Things through the development of lightweight protocols.· Presents various applications in fields including logistics and the supply chain, automobile industry, smart housing, shared economy, and agriculture.· Provides insights into blockchain-based Internet of Things systems, along with their features, vulnerabilities, and architectural flaws.· The text is primarily written for graduate students, and academic researchers working in the fields of computer science and engineering, electrical engineering, and information technology.November 1942: An Intimate History of the Turning Point of World War II
Par Peter Englund. 2023
The New York Times Book Review Editors' Choice • An intimate history of the most important month of World War II,…
completely based on the diaries, letters and memoirs of the people who lived through itAt the beginning of November 1942, it looked as if the Axis powers could still win the Second World War; at the end of that month, it was obviously just a matter of time before they would lose. In between were el-Alamein, Guadalcanal, the French North Africa landings, the Japanese retreat in New Guinea and the Soviet encirclement of the German 6th Army at Stalingrad. It may have been the most important thirty days of the twentieth century. In this hugely innovative and riveting history, Peter Englund has reduced an epoch-making event to its basic component: the individual experience.Englund&’s narrative is based solely on what he learned from the writings of soldiers and ordinary citizens alike. They comprise a remarkable, deeply personal resource. In thirty memorable days, among those we meet are: a Soviet infantryman at Stalingrad; an American pilot on Guadalcanal; an Italian truck driver in the North African desert; a partisan in the Belarussian forests; a machine gunner in a British bomber; a twelve-year-old girl in Shanghai; a university student in Paris; a housewife on Long Island; a shipwrecked Chinese sailor; a prisoner in Treblinka; a Korean &“comfort woman&” in Mandalay; Albert Camus, Vasily Grossman and Vera Brittain—forty characters in all. In addition, we experience the construction and launching of SS James Oglethorpe, a Liberty ship built in Savannah; the fate of U-604, a German submarine; the building of the first nuclear reactor in Chicago; and the making of Casablanca. Not since the publication of the author&’s last book, The Beauty and the Sorrow, which similarly looked at the First World War, have we had such a mesmerizing work of history.This book unveils the most advanced techniques and innovative applications in the natural language processing (NLP) field. It uncovers the…
secrets to enhancing language understanding, and presents practical solutions to different NLP tasks, as text augmentation, paraphrase generation, and restoring spaces and punctuation in multiple languages. It unlocks the potential of hierarchical multi-task learning for cross-lingual phoneme recognition, and allows readers to explore more real-world applications such as error correction, aggregating industrial security findings as well as predicting music emotion values from social media conversations. "Practical Solutions for Diverse Real-World NLP Applications" is the suitable guidebook for researchers, students, and practitioners as it paves the way for them by delivering invaluable insights and knowledge.Computer Science and Educational Informatization: 5th International Conference, CSEI 2023, Kunming, China, August 11–13, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science #1900)
Par Jianhou Gan, Yi Pan, Juxiang Zhou, Dong Liu, Xianhua Song, Zeguang Lu. 2024
These two volumes constitute the revised selected papers of the 5th International Conference, CSEI 2023, held in Kunming, China, during…
August 11–13, 2023.The 76 full papers and the 21 short papers included in this volume were carefully reviewed and selected from 297 submissions. They focus on computer science, education informatization and engineering education, innovative application for the deeper integration of education practice and information technology, educational informatization and big data for education.