AI Horizons: From Learning to Understanding- Navigating Challenges Across Industries

This book embarks on a journey through the cutting-edge landscape of artificial intelligence with a scientific masterpiece that navigates the diverse realms of this transformative field. From the intricacies of Machine Learning and Deep Learning to the profound implications of AI in Healthcare and Medicine, this book encompasses an array of critical topics at the forefront of AI research.The book illuminates the principles of Machine Learning and Deep Learning, unraveling the algorithms and models that underpin the remarkable capabilities of artificial intelligence systems. Readers gain a deep understanding of the computational that enable machines to learn, adapt, and evolve in complex environments.Furthermore, it explores Natural Language Processing and Understanding, unraveling the mechanisms behind machines' ability to comprehend and generate human language. The book elucidates the challenges and breakthroughs in this domain, offering insights into the ongoing quest to bridge the gap between machines and human communication.This book focuses on a unique Fashion industry distinguishes. It shows the challenges and opportunities presented by AI applications in this dynamic sector. From streamlining design processes to addressing ethical considerations, the book scrutinizes the impact of AI on fashion and unveils strategies for overcoming challenges in this evolving landscape. Navigate the burgeoning landscape of e-commerce with a dedicated exploration of AI-driven recommendation systems in the fashion industry and shopping. Uncover the intricate algorithms that power personalized suggestions, shaping the way consumers discover and engage with fashion in the digital age.Moreover, the book extends its gaze to Computer Vision and Image Processing, elucidating how AI empowers machines to interpret and analyze visual data. From facial recognition to object detection, readers gain insights into the transformative potential of AI in unlocking the visual world for machines. Venture into the realm of Robotics and Autonomous Systems, where the book explores the integration of AI in creating intelligent, self-governing machines. From autonomous vehicles to advanced robotics applications, readers are immersed in the forefront of AI-driven autonomy. The critical intersection of AI and Healthcare and Medicine takes center stage, examining how artificial intelligence is revolutionizing diagnostics, treatment planning, and patient care. From predictive analytics to personalized medicine, the book outlines the profound impact of AI on the future of healthcare.This book concludes with a thought-provoking exploration of AI and Ethics, addressing the ethical considerations that arise in the development and deployment of artificial intelligence systems. Readers are challenged to contemplate the responsible and ethical integration of AI into society, fostering a thoughtful and conscientious approach to the limitless possibilitiesof artificial intelligence.This comprehensive volume is an indispensable resource for researchers, practitioners, and enthusiasts eager to comprehend the multifaceted landscape of artificial intelligence. The book not only explores the scientific intricacies of the field but also encourages a reflective dialogue on the ethical dimensions of AI, ensuring a holistic understanding of this transformative technology.

Sommario

Smart Healthcare Applications Powered by Blockchain in 6G Networks.- The Technologies That Will be employed in 6G, Along with a Discussion Risks and Solutions.- Learning Management System: A Review.- IOT-Based Smart Air Conditioner Controller System.- Developing an Integrated IOT-Based Detection and Alarm System to Combat Forest Destruction and Enhance Environmental Protection.- Probability of Error Analysis for NOMA Systems in Rayleigh Fading Channels: Enabling IoT in Civil Engineering.- The Derivation of The Probability of Error for BPSK, 16-QAM and 64-QAM in Rayleigh Fading Channel: A Unified Approach.- Design and Development of a Digital Educational Game: Magical Questions with a Wheel of Fortune.- Advanced Machine Learning Techniques for  Effectively Classifying and Filtering Insincere Questions in the Somali Language.- Smart Robot: Artificial Intelligent Cleaning Robot with wifi Boundary Sensing.- Intelligent IoT-Driven Real-Time Hazardous Gas Detection and Predictive Safety Alert System.- Predictive Modeling of Outdoor Wireless Propagation for Future 5G Networks in Cyprus.- Revolutionizing Farm Management: An IoT and Federated Learning Framework for Crop Optimization.- Transforming UAV Framework with Blockchain, IoT and Workflow Sorting: Integrating Technologies for Medical Delivery.- UAV-Assisted Dynamic IoT Network Deployment in Disaster Zones.- Breaking the Chirp Barrier: Improving Bird Species Identification with Vision Transformer Model.- Hybrid GA-PSO Optimized ANN for Efficient Water Quality Prediction Using IoT Sensors.- Application Analysis for the Internet of Things and Computer Information Security.- Blockchain Technology and Security Risk Assessment Using "Neural Network".- A Hybrid Approach to Stock Price Forecasting: Leveraging Technical Indicators and LSTM Models.- Classification of Damaged Solar cells Using ResNet50 model architecture.- A Smart Beehive with Integrated Advance Technology: A Survey.- Metaverse-Based Education: The Education Paradigm of the Future.

Riassunto

This book embarks on a journey through the cutting-edge landscape of artificial intelligence with a scientific masterpiece that navigates the diverse realms of this transformative field. From the intricacies of Machine Learning and Deep Learning to the profound implications of AI in Healthcare and Medicine, this book encompasses an array of critical topics at the forefront of AI research.The book illuminates the principles of Machine Learning and Deep Learning, unraveling the algorithms and models that underpin the remarkable capabilities of artificial intelligence systems. Readers gain a deep understanding of the computational that enable machines to learn, adapt, and evolve in complex environments.Furthermore, it explores Natural Language Processing and Understanding, unraveling the mechanisms behind machines' ability to comprehend and generate human language. The book elucidates the challenges and breakthroughs in this domain, offering insights into the ongoing quest to bridge the gap between machines and human communication.This book focuses on a unique Fashion industry distinguishes. It shows the challenges and opportunities presented by AI applications in this dynamic sector. From streamlining design processes to addressing ethical considerations, the book scrutinizes the impact of AI on fashion and unveils strategies for overcoming challenges in this evolving landscape. Navigate the burgeoning landscape of e-commerce with a dedicated exploration of AI-driven recommendation systems in the fashion industry and shopping. Uncover the intricate algorithms that power personalized suggestions, shaping the way consumers discover and engage with fashion in the digital age.Moreover, the book extends its gaze to Computer Vision and Image Processing, elucidating how AI empowers machines to interpret and analyze visual data. From facial recognition to object detection, readers gain insights into the transformative potential of AI in unlocking the visual world for machines. Venture into the realm of Robotics and Autonomous Systems, where the book explores the integration of AI in creating intelligent, self-governing machines. From autonomous vehicles to advanced robotics applications, readers are immersed in the forefront of AI-driven autonomy. The critical intersection of AI and Healthcare and Medicine takes center stage, examining how artificial intelligence is revolutionizing diagnostics, treatment planning, and patient care. From predictive analytics to personalized medicine, the book outlines the profound impact of AI on the future of healthcare.This book concludes with a thought-provoking exploration of AI and Ethics, addressing the ethical considerations that arise in the development and deployment of artificial intelligence systems. Readers are challenged to contemplate the responsible and ethical integration of AI into society, fostering a thoughtful and conscientious approach to the limitless possibilitiesof artificial intelligence.This comprehensive volume is an indispensable resource for researchers, practitioners, and enthusiasts eager to comprehend the multifaceted landscape of artificial intelligence. The book not only explores the scientific intricacies of the field but also encourages a reflective dialogue on the ethical dimensions of AI, ensuring a holistic understanding of this transformative technology.

Dettagli sul prodotto

• Con la collaborazione di: Fadi Al-Turjman (Editore), Brahim El Bhiri (Editore), Zuheir N Khlaif (Editore), Zuheir N Khlaif (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.01.2025, ritardato
• EAN: 9783031867484
• ISBN: 978-3-0-3186748-4
• Pagine: 594
• Illustrazioni: VIII, 594 p. 242 illus., 220 illus. in color.
• Serie: Advances in Science, Technology & Innovation
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; machine learning, Maschinelles Lernen, Artificial Intelligence, Artifical Intelligence, Mathematische Modellierung, Neural Networks, Computer Vision, Natural Language Processing, Autonomous Systems