AI Strategies for Web Development
From fundamental to advanced strategies, unlock useful insights for creating innovative, user-centric websites while navigating the evolving landscape of AI ethics and security Key Features: - Explore AI's role in web development, from shaping projects to architecting solutions- Master advanced AI strategies to build cutting-edge applications- Anticipate future trends by exploring next-gen development environments, emerging interfaces, and security considerations in AI web development- Purchase of the print or Kindle book includes a free PDF eBookBook Description: If you're a web developer looking to leverage the power of AI in your projects, then this book is for you. Written by an AI and ML expert with more than 15 years of experience, AI Strategies for Web Development takes you on a transformative journey through the dynamic intersection of AI and web development, offering a hands-on learning experience.The first part of the book focuses on uncovering the profound impact of AI on web projects, exploring fundamental concepts, and navigating popular frameworks and tools. As you progress, you'll learn how to build smart AI applications with design intelligence, personalized user journeys, and coding assistants. Later, you'll explore how to future-proof your web development projects using advanced AI strategies and understand AI's impact on jobs. Toward the end, you'll immerse yourself in AI-augmented development, crafting intelligent web applications and navigating the ethical landscape.Packed with insights into next-gen development environments, AI-augmented practices, emerging realities, interfaces, and security governance, this web development book acts as your roadmap to staying ahead in the AI and web development domain.What You Will Learn: - Build AI-powered web projects with optimized models- Personalize UX dynamically with AI, NLP, chatbots, and recommendations- Explore AI coding assistants and other tools for advanced web development- Craft data-driven, personalized experiences using pattern recognition- Architect effective AI solutions while exploring the future of web development- Build secure and ethical AI applications following TRiSM best practices- Explore cutting-edge AI and web development trendsWho this book is for: This book is for web developers with experience in programming languages and an interest in keeping up with the latest trends in AI-powered web development. Full-stack, front-end, and back-end developers, UI/UX designers, software engineers, and web development enthusiasts will also find valuable information and practical guidelines for developing smarter websites with AI. To get the most out of this book, it is recommended that you have basic knowledge of programming languages such as HTML, CSS, and JavaScript, as well as a familiarity with machine learning concepts.Table of Contents- AI's Role in Shaping Web Development- Mastering the Essentials - AI Fundamentals- Challenges and Opportunities - Integrating AI into Web Projects- Navigating the Landscape - Popular AI and ML Frameworks and Tools- Blueprints of the Future - Architecting Effective AI Solutions- Design Intelligence - Creating User-Centric Experiences with AI- Recognizing Patterns - Personalizing User Journeys with AI- Coding Assistants - Your Secret Weapon in Modern Development- Smarter User Interactions - Elevating User Engagement with Advanced AI- Smart Testing Strategies - Fortifying Web Applications with AI Insights- Augmented Workforce - AI's Impact on Web Development Jobs(N.B. Please use the Read Sample option to see further chapters)
Artificial Intelligence and Design
"Artificial Intelligence and Design - Innovations and Insights" looks into the transformative impact of AI on the world of design. This book explores how AI is revolutionizing design processes, from generative design and UX optimization to personalized solutions and creative collaboration between humans and machines. Through real-world examples and case studies, it highlights cutting-edge technologies and innovative practices reshaping industries. The book also addresses the ethical considerations and challenges of integrating AI into design, emphasizing the importance of maintaining a human-centered approach. Designed for professionals and enthusiasts alike, it offers a comprehensive look at the current landscape and future trends, making it an essential guide for anyone interested in the intersection of technology and creativity.
Artificial Intelligence in Everyday Life Simplified
Unlock the Power of AI to Transform Your Life: Achieve Personal Growth, Boost Efficiency, and Master Time ManagementDo you struggle to manage your time effectively, constantly battling an ever-growing to-do list? Are you searching for ways to enhance your personal growth but feel overwhelmed by the abundance of information out there? Do you find yourself wishing for tools that can streamline your daily tasks and make life simpler?"Artificial Intelligence in Everyday Life Simplified" understands your struggles and offers practical solutions to these common challenges. This book is designed to demystify AI and show you how to leverage its power to improve various aspects of your life.- Discover how AI can revolutionize your daily routines and boost your productivity.- Learn about AI-powered tools that can enhance your personal growth and development.- Explore practical applications of AI in time management to help you achieve more in less time.- Understand the benefits of integrating AI into your home for a smarter, more efficient living environment.- Gain insights into AI's role in improving health and wellness through personalized fitness and mental health applications.- Unlock the potential of AI in managing your finances, from budgeting to investment planning.- Find out how AI can transform your learning experience and provide personalized educational resources and much more.
Computer Vision, Imaging and Computer Graphics Theory and Applications
This book constitutes the refereed post-conference proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, held in Lisbon, Portugal, during February 19-21, 2023. The 17 revised full papers presented were carefully selected from 395 submissions. VISIGRAPP aims to bring together researchers and practitioners interested in theoretical advances and applications of computer vision, information visualization, computer graphics and interaction.
The Atomic Human
From a renowned computer scientist, this book seeks the distinctive human quality that will prevail against artificial intelligence. If artificial intelligence takes over decision-making what, then, is unique and irreplaceable about human intelligence? The Atomic Human is a journey of discovery to the core of what it is to be human, in search of the qualities that cannot be replaced by the machine. Neil Lawrence brings a timely, fresh perspective to this new era, recounting his personal journey to understand the riddle of intelligence. By contrasting our own intelligence with the capabilities of machine intelligence through history, The Atomic Human reveals the technical origins, capabilities, and limitations of AI systems, and how they should be wielded-not just by the experts, but ordinary people.
Chaos Engineering with Go
DESCRIPTION Chaos Engineering with Go is your essential guide to building resilient systems. In today's complex distributed environments, ensuring system reliability is paramount. By introducing controlled chaos into your systems, you can identify weaknesses and fortify them before they become critical failures. This book explores chaos engineering, offering a complete guide to building resilient systems. Starting with basic concepts and Go programming, it moves to chaos engineering topics like fault tolerance, fault injection, and chaos testing. Readers will learn to design and run chaos experiments using various tools and techniques. The book highlights the importance of monitoring and observability to understand system behavior. It includes practical case studies and best practices, ending with an in-depth look at security chaos engineering and emerging technologies. This book also emphasizes implementing observability practices within chaos engineering workflows, enhancing your ability to reduce downtime and improve system reliability.With a keen focus on best practices and lessons learned, this book equips readers with the knowledge and tools needed to embrace chaos, ensuring robust and reliable systems in an ever-evolving digital landscape. KEY FEATURES ● Master the core concepts and unique principles of chaos engineering.● Resilience patterns for unstoppable microservices.● Hands-on chaos experiments for real-world resilience.WHAT YOU WILL LEARN● Grasp fundamental concepts and principles of chaos engineering.● Implement fault tolerance and resilience patterns using Go.● Design and execute effective chaos experiments to test system resilience.● Utilize cutting-edge tools for chaos testing and fault injection.● Integrate observability practices into chaos engineering workflows.● Apply security chaos engineering and learn from real-world case studies.WHO THIS BOOK IS FORThe book caters to both beginners and experienced professionals interested in enhancing system integrity and reducing downtime. Ideal for site reliability engineers (SREs), DevOps engineers, enterprise architects, tech professionals, and college students.
Think in Recursion in Algorithmic Programming
DESCRIPTION Recursion, a fundamental programming concept, empowers developers to solve complex problems elegantly and efficiently. However, excelling at recursion can be challenging due to its counterintuitive nature. This book is your comprehensive guide to understanding and applying recursion in your programming journey.This book is a complete guide to understanding recursion, starting from the basics and moving to more complex topics. It explains what recursion is and how it is different from iteration, using easy examples like calculating the factorial of a number, raising numbers to a power, and the Fibonacci sequence. The book then goes into more advanced topics like backtracking, dynamic programming, and tree traversal. It shows how to break big problems into smaller, manageable parts and how to make solutions faster with memoization. Real-world examples like the knapsack problem and finding the shortest path in a network are included.By the end of this book, readers will have a strong grasp of recursion, understanding not just how it works but also its practical applications. They will learn about Big O notation, which is crucial for evaluating the performance and efficiency of algorithms. Additionally, they will become familiar with function stacks, which play a vital role in understanding how recursive calls are managed in memory. KEY FEATURES ● Master recursion fundamentals and apply them to real-world problems.● Explore advanced recursion techniques and optimization strategies.● Gain hands-on experience with practical recursion examples.WHAT YOU WILL LEARN● Understand the basics of recursive algorithms and their nature.● Learn to plan, write, and stop recursion with boundary conditions.● Analyze recursive algorithm efficiency using Big O notation.● Differentiate between classical recursion and backtracking techniques.● Optimize recursion with memorization to improve performance.WHO THIS BOOK IS FORThe target audience for this book includes any programmer or engineer from diverse professional or academic backgrounds. This book can also be resourceful for anyone who wants to take programming industry job interviews, where often some basic recursive questions are asked to be solved quickly on site.
Ethics and Fairness in Medical Imaging
This book constitutes the refereed proceedings of the Second International Workshop, FAIMI 2024, and the Third International Workshop, EPIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, in October 2024. The 17 full papers presented in this book were carefully reviewed and selected from 21 submissions. FAIMI aimed to raise awareness about potential fairness issues in machine learning within the context of biomedical image analysis. The instance of EPIMI concentrates on topics surrounding open science, taking a critical lens on the subject.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
ChatGPT for Authors
Would you like to discover how to write a book in just one day thanks to AI?Do you want to know how ChatGPT can help you write better, faster, and more effectively?What if you could turn artificial intelligence into your best ally for generating passive income?The recent and unstoppable emergence of artificial intelligence, specifically ChatGPT, in our lives has led to a historical revolution in all sectors. Writers (and aspiring writers) are no exception. Many people see this new technology as a threat to their jobs or even to humanity itself. Others, on the contrary, see an incredible opportunity. If, like me, you belong to the latter group... Welcome to the Matrix!This book is for you if: - You've always dreamed of writing a book but have never found the time to start (or finish) it. - You want to improve the quality and speed of your writing. - You've suffered or are suffering from writer's block. - You want to learn to create unique covers with artificial intelligence. - You're concerned that using AI might make your books sound unnatural or lack sufficient quality. - You want to learn how to use ChatGPT ethically and professionally. - You struggle to maintain motivation during the writing process. - You don't want to fall behind in your writing career. - You want to start using ChatGPT but are afraid of infringing on copyright and intellectual property. - You'd like to find a balance between human-generated and AI-generated writing. - You want to learn one of the best ways to generate passive income using artificial intelligence. - And much more.Get your book now and find out why so many people are talking about ChatGPT!
Advanced Intelligent Computing Technology and Applications
This 13-volume set LNCS 14862-14874 constitutes - in conjunction with the 6-volume set LNAI 14875-14880 and the two-volume set LNBI 14881-14882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024. The total of 863 regular papers were carefully reviewed and selected from 2189 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was "Advanced Intelligent Computing Technology and Applications". Papers that focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.
Pandemic Detection and Analysis Through Smart Computing Technologies
Explores the diverse roles that IoT and AI technologies played during the COVID-19 global pandemic. It discusses the how state-of-the art technology has been and can be applied for global health crises. It looks at new technological solutions for virus detection, prediction, classification, prevention, and communication outreach.
Executing Salesforce Projects
DESCRIPTION Salesforce, a powerful CRM platform, offers immense potential for businesses but requires skillful project execution to unlock its full value. For Salesforce professionals who want to improve their project management abilities, "Executing Salesforce Projects" is an indispensable reference. Every stage of the Salesforce project implementation process is covered in this comprehensive guide, from setup and planning, to deployment and post-launch optimization. It offers views on best practices for integration, techniques for customization, and successful stakeholder engagement. The book gives readers the tools they need to navigate complicated project issues and maximize the return on their Salesforce investments. It does this by providing step-by-step instructions and practical recommendations for different project phases, including project discovery sessions, development, testing, UAT, preparing for deployment, post-deployment support, training, and process optimizations. This book is perfect for project managers, IT professionals, and business analysts since it explains how to successfully apply theoretical knowledge to real-world situations in the context of any Salesforce project.WHAT YOU WILL LEARN● Understand Salesforce project factors and key considerations for project managers.● Learn foundational Salesforce knowledge, including object formation, relationships, and key terminologies.● Configure sales and Service Cloud, set project goals, and understand the importance of Salesforce AppExchange.● Master data migration strategies, quality assurance types, and integration with external systems.● Develop tailored training approaches, execute deployment plans, and provide post-deployment support.WHO THIS BOOK IS FORThe purpose of this book is to assist architects, business analysts, project leads, and managers of Salesforce projects. This book is a great resource for professionals who are thinking about switching to Salesforce. Professionals or students learning project management techniques can benefit from this book.
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Artificial Neural Networks and Machine Learning - Icann 2024
The ten-volume set LNCS 15016-15025 constitutes the refereed proceedings of the 33rd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2024, held in Lugano, Switzerland, during September 17-20, 2024. The 294 full papers and 16 short papers included in these proceedings were carefully reviewed and selected from 764 submissions. The papers cover the following topics: Part I - theory of neural networks and machine learning; novel methods in machine learning; novel neural architectures; neural architecture search; self-organization; neural processes; novel architectures for computer vision; and fairness in machine learning. Part II - computer vision: classification; computer vision: object detection; computer vision: security and adversarial attacks; computer vision: image enhancement; and computer vision: 3D methods. Part III - computer vision: anomaly detection; computer vision: segmentation; computer vision: pose estimation and tracking; computer vision: video processing; computer vision: generative methods; and topics in computer vision. Part IV - brain-inspired computing; cognitive and computational neuroscience; explainable artificial intelligence; robotics; and reinforcement learning. Part V - graph neural networks; and large language models. Part VI - multimodality; federated learning; and time series processing. Part VII - speech processing; natural language processing; and language modeling. Part VIII - biosignal processing in medicine and physiology; and medical image processing. Part IX - human-computer interfaces; recommender systems; environment and climate; city planning; machine learning in engineering and industry; applications in finance; artificial intelligence in education; social network analysis; artificial intelligence and music; and software security. Part X - workshop: AI in drug discovery; workshop: reservoir computing; special session: accuracy, stability, and robustness in deep neural networks; special session: neurorobotics; and special session: spiking neural networks.
Artificial Neural Networks and Machine Learning - Icann 2024
The ten-volume set LNCS 15016-15025 constitutes the refereed proceedings of the 33rd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2024, held in Lugano, Switzerland, during September 17-20, 2024. The 294 full papers and 16 short papers included in these proceedings were carefully reviewed and selected from 764 submissions. The papers cover the following topics: Part I - theory of neural networks and machine learning; novel methods in machine learning; novel neural architectures; neural architecture search; self-organization; neural processes; novel architectures for computer vision; and fairness in machine learning. Part II - computer vision: classification; computer vision: object detection; computer vision: security and adversarial attacks; computer vision: image enhancement; and computer vision: 3D methods. Part III - computer vision: anomaly detection; computer vision: segmentation; computer vision: pose estimation and tracking; computer vision: video processing; computer vision: generative methods; and topics in computer vision. Part IV - brain-inspired computing; cognitive and computational neuroscience; explainable artificial intelligence; robotics; and reinforcement learning. Part V - graph neural networks; and large language models. Part VI - multimodality; federated learning; and time series processing. Part VII - speech processing; natural language processing; and language modeling. Part VIII - biosignal processing in medicine and physiology; and medical image processing. Part IX - human-computer interfaces; recommender systems; environment and climate; city planning; machine learning in engineering and industry; applications in finance; artificial intelligence in education; social network analysis; artificial intelligence and music; and software security. Part X - workshop: AI in drug discovery; workshop: reservoir computing; special session: accuracy, stability, and robustness in deep neural networks; special session: neurorobotics; and special session: spiking neural networks.
Artificial Neural Networks and Machine Learning - Icann 2024
The ten-volume set LNCS 15016-15025 constitutes the refereed proceedings of the 33rd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2024, held in Lugano, Switzerland, during September 17-20, 2024. The 294 full papers and 16 short papers included in these proceedings were carefully reviewed and selected from 764 submissions. The papers cover the following topics: Part I - theory of neural networks and machine learning; novel methods in machine learning; novel neural architectures; neural architecture search; self-organization; neural processes; novel architectures for computer vision; and fairness in machine learning. Part II - computer vision: classification; computer vision: object detection; computer vision: security and adversarial attacks; computer vision: image enhancement; and computer vision: 3D methods. Part III - computer vision: anomaly detection; computer vision: segmentation; computer vision: pose estimation and tracking; computer vision: video processing; computer vision: generative methods; and topics in computer vision. Part IV - brain-inspired computing; cognitive and computational neuroscience; explainable artificial intelligence; robotics; and reinforcement learning. Part V - graph neural networks; and large language models. Part VI - multimodality; federated learning; and time series processing. Part VII - speech processing; natural language processing; and language modeling. Part VIII - biosignal processing in medicine and physiology; and medical image processing. Part IX - human-computer interfaces; recommender systems; environment and climate; city planning; machine learning in engineering and industry; applications in finance; artificial intelligence in education; social network analysis; artificial intelligence and music; and software security. Part X - workshop: AI in drug discovery; workshop: reservoir computing; special session: accuracy, stability, and robustness in deep neural networks; special session: neurorobotics; and special session: spiking neural networks.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Computer Vision - Eccv 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Artificial Neural Networks and Machine Learning - Icann 2024
The ten-volume set LNCS 15016-15025 constitutes the refereed proceedings of the 33rd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2024, held in Lugano, Switzerland, during September 17-20, 2024. The 294 full papers and 16 short papers included in these proceedings were carefully reviewed and selected from 764 submissions. The papers cover the following topics: Part I - theory of neural networks and machine learning; novel methods in machine learning; novel neural architectures; neural architecture search; self-organization; neural processes; novel architectures for computer vision; and fairness in machine learning. Part II - computer vision: classification; computer vision: object detection; computer vision: security and adversarial attacks; computer vision: image enhancement; and computer vision: 3D methods. Part III - computer vision: anomaly detection; computer vision: segmentation; computer vision: pose estimation and tracking; computer vision: video processing; computer vision: generative methods; and topics in computer vision. Part IV - brain-inspired computing; cognitive and computational neuroscience; explainable artificial intelligence; robotics; and reinforcement learning. Part V - graph neural networks; and large language models. Part VI - multimodality; federated learning; and time series processing. Part VII - speech processing; natural language processing; and language modeling. Part VIII - biosignal processing in medicine and physiology; and medical image processing. Part IX - human-computer interfaces; recommender systems; environment and climate; city planning; machine learning in engineering and industry; applications in finance; artificial intelligence in education; social network analysis; artificial intelligence and music; and software security. Part X - workshop: AI in drug discovery; workshop: reservoir computing; special session: accuracy, stability, and robustness in deep neural networks; special session: neurorobotics; and special session: spiking neural networks.
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
WTF Did I Just Read? The Shortest, Most Shocking Book Title Ever Designed to Hook You Instantly and Keep You Glued to Every Single Baited Word Until the Very End
Discover the secrets to captivating readers and keeping them engaged with Engaging Writing Strategies: From Attention-Grabbing Titles to Marketing Success. This comprehensive guide explores the power of good writing.
Artificial Intelligence and Machine Learning
Foundations of Artificial Intelligence (AI) and Machine Learning (ML): Provide a comprehensive overview of the fundamental concepts, theories, and principles of artificial intelligence and machine learning, including their historical development, basic algorithms, and applications across various domains. Algorithms and Techniques: Explore a wide range of AI and ML algorithms and techniques, including supervised learning, unsupervised learning, reinforcement learning, deep learning, neural networks, support vector machines, decision trees, clustering algorithms, and natural language processing (NLP), with explanations of their underlying principles and practical implementations. Applications and Use Cases: Present real-world applications and use cases of AI and ML across different industries and domains, including healthcare, finance, marketing, cybersecurity, autonomous vehicles, robotics, smart cities, and personalized recommendation systems, with insights into how AI and ML technologies are transforming businesses and society. Future Trends and Challenges: Examine emerging trends and future directions in AI and ML research and development, including advancements in deep learning, reinforcement learning, AI explainability, AI ethics, human-AI collaboration, AI-driven automation, and the potential risks and challenges associated with the widespread adoption of AI technologies.
High-Performance Algorithmic Trading Using AI
DESCRIPTION "High-Performance Algorithmic Trading using AI" is a comprehensive guide designed to empower both beginners and experienced professionals in the finance industry. This book equips you with the knowledge and tools to build sophisticated, high-performance trading systems. It starts with basics like data preprocessing, feature engineering, and ML. Then, it moves to advanced topics, such as strategy development, backtesting, platform integration using Python for financial modeling, and the implementation of AI models on trading platforms. Each chapter is crafted to equip readers with actionable skills, ranging from extracting insights from vast datasets to developing and optimizing trading algorithms using Python's extensive libraries. It includes real-world case studies and advanced techniques like deep learning and reinforcement learning. The book wraps up with future trends, challenges, and opportunities in algorithmic trading.Become a proficient algorithmic trader capable of designing, developing, and deploying profitable trading systems. It not only provides theoretical knowledge but also emphasizes hands-on practice and real-world applications, ensuring you can confidently navigate and leverage AI in your trading strategies. WHAT YOU WILL LEARN● Develop AI-powered trading algorithms for enhanced decision-making and profitability.● Utilize Python tools and libraries for financial modeling and analysis.● Extract actionable insights from large datasets for informed trading decisions.● Implement and optimize AI models within popular trading platforms.● Apply risk management strategies to safeguard and optimize investments.● Understand emerging technologies like quantum computing and blockchain in finance.WHO THIS BOOK IS FORThis book is for financial professionals, analysts, traders, and tech enthusiasts with a basic understanding of finance and programming.
Artificial Intelligence
A global perspective on AIThe rise of AI and super-intelligent AI raises ethical issues. AI is the power behind Google's search engine, enables social media sites to serve up targeted advertising, gives Alexa and Siri their voices, and enables OpenAI's ChatGPT to produce written responses from just a few prompts by the user. It is also the technology enabling self-driving vehicles, predictive policing, and autonomous weapons that can kill without direct human intervention. All of these bring up complex ethical issues that are still unresolved and will continue to be the subject of ongoing debate.This book: Explores the complex topic of AI ethics in a cross-functional way;Enables understanding of the associated ethical challenges of AI technologies;Provides an up-to-date overview of the potential positive and negative outcomes of AI implementations; andHas been updated to reflect the ethical challenges of AI in 2024 and beyond, and the moral imperative of navigating this new terrain.This book presents a concrete approach to identifying appropriate ethical principles in AI solutionsAbout the author: Dr Julie Mehan is semi-retired, but is still a professor at UMGC (University of Maryland Global College), where she teaches digital ethics, cyber terrorism, and information systems in organisations.Dr Mehan has been a career government service employee, a strategic consultant and an entrepreneur. She has led business operations, as well as IT governance and cyber-security-related services, including designing and leading whitehat and blackhat penetration testing exercises, certification and accreditation, systems security engineering process improvement, and cyber security strategic planning and programme management. She delivered cyber security and related privacy services to the US senior Department of Defense, federal government and commercial clients, working in Italy, Australia, Canada, Belgium, Germany and the US.Dr Mehan is particularly proud of her role as pro bono president of W2CW (Warrior to Cyber Warrior), a non-profit organisation dedicated to providing cost-free cyber security career transition training to veterans and wounded warriors returning from military campaigns.
Introduction to Advanced Soft Robotics
Introduction to Advanced Soft Robotics is an introductory textbook on soft body robotics. The content is designed to enable readers to better understand soft body robotics. Starting with an introduction to the subject, contents explain fundamental concepts such as perception and sensing, fabrication techniques and material design. These introductory chapters demonstrate the design concept and related design structures of soft robots from multiple perspectives, which can provide considerable design references for robotics learners and enthusiasts. Next, the book explains modeling and control for soft robotics and the applications. Key features of this book include easy-to-understand language and format, simple illustrations and a balanced overview of the subject (including a section on challenges and future prospects for soft robotics), and scientific references.
The Art of AI Prompts
Unlock the Power of AI: Master the Art of Prompt EngineeringAre you ready to harness the full potential of artificial intelligence? Dive into "The Art of AI Prompts" and transform your ideas into groundbreaking success stories!
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Medical Image Computing and Computer Assisted Intervention - Miccai 2024
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6-10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Privacy Technologies and Policy
This book constitutes the refereed proceedings of the 12th Annual Privacy Forum on Privacy Technologies and Policy, APF 2024, held in Karlstad, Sweden, during September 4-5, 2024. The 12 full papers were carefully reviewed and selected from 60 submissions. This conference was established as an opportunity to bring together key communities, namely policy, academia, and industry, in the broader area of privacy and data protection while focusing on privacy-related application areas. Like in the previous edition, a large focus of the 2024 conference was on the General Data Protection Regulation (GDPR) and the emerging legislation around the European Data Spaces and Arti cial Intelligence. Chapter 3, 9, 12 are licensed under the terms of the Creative Commons Attribution 4.0 International License (http: //creativecommons.org/licenses/by/4.0/). For further details see license information in the chapter.
Intelligence, from Natural Origins to Artificial Frontiers
The parallel history of the evolution of human intelligence and artificial intelligence is a fascinating journey, highlighting the distinct but interconnected paths of biological evolution and technological innovation. This history can be seen as a series of interconnected developments, each advance in human intelligence paving the way for the next leap in artificial intelligence. Human intelligence and artificial intelligence have long been intertwined, evolving in parallel trajectories throughout history. As humans have sought to understand and reproduce intelligence, AI has emerged as a field dedicated to creating systems capable of tasks that traditionally require human intellect. This book examines the evolutionary roots of intelligence, explores the emergence of artificial intelligence, examines the parallel history of human intelligence and artificial intelligence, tracing their development, interactions, and profound impact they have had on each other, and envisions future landscapes where intelligence converges human and artificial. Let's explore this history, comparing key milestones and developments in both realms. DOI: 10.58679/MM97993
Data Independence
In a world where every interaction and transaction leave a digital footprint, our personal data has become the new currency. But who really benefits from this wealth of information? Join the data independence movement and reclaim your data power. Your data, your rules, your "data vote."
AWS Certified Developer Associate Certification and Beyond
Prepare to achieve the AWS Certified Developer - Associate certification and learn everything you need to advance your career in AWS development with this in-depth guideKey Features: - Gear up for a thriving career in AWS development with this hands-on guide- Put your newfound knowledge into action with practical labs- Develop, deploy, and debug cloud-based applications using AWS core services- Purchase of this book unlocks access to web-based exam prep resources including mock exams, flashcards, exam tips, and the eBook PDFBook Description: Becoming an AWS Certified Developer is a rewarding, but challenging endeavor. With AWS' vast capabilities and abundant resources, finding the right study material and a clear path to success can be daunting. AWS Certified Developer Associate Certification and Beyond is a one-stop guide that not only sets you up for success in the exam, but also lays the foundations for a fulfilling career in the world's most popular cloud infrastructure.This in-depth guide covers everything you need to know to pass the AWS Certified Developer - Associate exam and allows you to test yourself as you go, with knowledge checks throughout the book. You will learn to configure Elastic Load Balancing for high availability, monitor your applications with CloudWatch, and integrate authentication with Amazon Cognito.Additionally, this book grants lifetime access to online exam resources, including mock exams with exam-like timers, detailed solutions, flashcards, and invaluable exam tips, all accessible across PCs, tablets, and smartphones.By the end, you'll be ready to ace the exam and elevate your AWS application development and management skills, positioning yourself for career advancement.What You Will Learn: - Host static website content using Amazon S3- Explore accessibility, segmentation, and security with Amazon VPC- Implement disaster recovery with EC2 and S3- Provision and manage relational and non-relational databases on AWS- Deploy your applications automatically with AWS Elastic Beanstalk- Use AWS CodeBuild, AWS CodeDeploy, and AWS CodePipeline for DevOps- Manage containers using Amazon EKS and ECS- Build serverless applications with AWS Lambda and AWS Cloud9Who this book is for: If you're an IT professional or a developer preparing to take the AWS Certified Developer Associate exam, this book is for you. Developers looking to build and manage their applications on the AWS platform will also find this book useful. No prior AWS experience is needed.Table of Contents- Introduction to AWS Accounts and Global Infrastructure- Securing Access with AWS Identity and Access Management- Understanding Object Storage with Amazon S3, Hybrid Storage, and Static Website Hosting - Building Private Networks in the Cloud with Amazon VPC- Understanding AWS Compute Services with Amazon EC2 and Storage Options- Managing Multiple Datasets with AWS Relational and Non-Relational (NoSQL) Databases- Building Application Solutions with High Availability, Elasticity, and Data Security- Event-Driven Computing with AWS Lambda and Securing Access to Backend APIs with Amazon API Gateway- Incorporating Edge Network Services to Connect to Your Application with Amazon CloudFront and Route 53- Designing Deployment Strategies with AWS Elastic Beanstalk- Deploying a Multi-Tier Application Stack with Amazon ECS, Fargate, and EKS- Getting to Grips with DevOps Using AWS CI/CD Tools- Building Infrastructure Using Code with CloudFormation and the Cloud Development Kit (CDK)(N.B. Please use the Read Sample option to see further chapters)
MuleSoft Platform Architect’s Guide
Unlock the power of Anypoint Platform by leveraging MuleSoft methodology, Accelerators, runtime engines, and management tools to deliver secure, high-value APIs and integration solutions across the enterprise Key Features: - Discover Anypoint Platform's capabilities for creating high-availability, high-performance APIs- Learn about AnyPoint architecture and platform attributes for Mule app deployment- Explore best practices, tips, and tricks that will help you tackle challenging exam topics and achieve MuleSoft certification- Purchase of the print or Kindle book includes a free PDF eBookBook Description: We're living in the era of digital transformation, where organizations rely on APIs to enable innovation within the business and IT teams are asked to continue doing more with less. As such, this book will help you deliver a robust, secure, and flexible enterprise API platform, supporting any required business outcome.You'll begin by understanding Anypoint Platform's architecture and its capabilities for a modern integration approach. Then, you'll learn how to align business outcomes with functional requirements and how non-functional requirements influence the shape of the architecture. You'll also explore how Catalyst and Accelerators can be leveraged successfully, enabling efficient development cycles. As you progress, you'll become familiar with hassle-free deployment and hosting APIs in CloudHub 1.0/2.0, Runtime Fabric Manager, and a hybrid customer-hosted environment. You'll discover advanced operating and monitoring techniques with API Manager and Anypoint Monitoring. The concluding chapters will offer guidance and best practices on how to tackle complex topics, which will also be useful in helping you pass the challenging MuleSoft Certified Platform Architect exam.By the end of this book, you'll understand Anypoint Platform's capabilities and be able to architect solutions that deliver the desired business outcomes.What You Will Learn: - Understand Anypoint Platform's integration architecture with core components- Discover how to architect a solution using Catalyst principles- Explore best practices to design an application network- Align microservices, application networks, and event architectures with Anypoint Platform's capabilities- Identify non-functional requirements that shape the architecture- Perform hassle-free application deployment to CloudHub using the Mule Maven plugin, CLI, and Platform API- Understand how to manage the API life cycle for MuleSoft and non-MuleSoft APIsWho this book is for: This book is for technical and infrastructure architects with knowledge of integration and APIs who are looking to implement these solutions with MuleSoft's Anypoint Platform. Architects enrolled in the platform architect course who want to understand the platform's capabilities will also find this book helpful. The book is also a great resource for MuleSoft senior developers transitioning to platform architect roles and planning to take the MuleSoft Platform Architect exam. A solid understanding of MuleSoft API development, ideally 3 to 5 years of experience with the platform, is necessary.Table of Contents- What is the MuleSoft Platform?- Platform Foundation Components and the Underlying Architecture- Leveraging Catalyst and the Mulesoft KnowledgeHub- An Introduction to Application Networks- Speeding with Accelerators- Aligning Desired Business Outcomes to Functional Requirements- Microservices, Application Networks, EDA, and API-led Design- Non-Functional Requirements Influence in Shaping the API Architecture(N.B. Please use the Read Sample option to see further chapters)
Diagrammatic Representation and Inference
This book constitutes the refereed proceedings of the 14th International Conference on the Theory and Application of Diagrams, Diagrams 2024, held in M羹nster, Germany, during September 27-October 1, 2024. The 17 full papers, 19 short papers and 11 papers of other types included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: Keynote Talks; Analysis of Diagrams; Euler and Venn Diagrams; Diagrams in Logic; Diagrams and Applications; Diagram Tools; Historical Aspects of Diagrams; and Posters.
Web Information Systems and Applications
This book constitutes the refereed proceedings of the 21st International Conference on Web Information Systems and Applications, WISA 2024, held in Yinchuan, China, during August 2-4, 2024. The 39 full papers and 11 short papers presented in this book were carefully selected and reviewed from 193 submissions. These papers have been organized in the following topical sections: Knowledge construction; Intelligent service; Intelligent computing; Large language model; Security; Information system applications.
