توانمندسازی هوش مصنوعی از طریق یادگیری ماشین: پیشرفت‌ها و کاربردهای جدید

"This new volume, Empowering Artificial Intelligence Through Machine Learning: New Advances and Applications, discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next big-game changer in research and technology. The volume looks at how computing has enabled machines to learn, making machines and tools become smarter in many sectors, including science and engineering, healthcare, finance, education, gaming, security, and even agriculture, plus many more areas. Topics include techniques and methods in artificial intelligence for making machines intelligent, machine learning in healthcare, using machine learning for credit card fraud detection, using artificial intelligence in education using gaming and automatization with courses and outcomes mapping, and much more. The book will be valuable for professionals, faculty, and students in electronics and communication engineering, telecommunication engineering, network engineering, computer science and information technology."-- Provided by publisher This new volume, Empowering Artificial intelligence Through Machine Learning: New Advances and Applications, discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next-big-game changer in research and technology, The volume looks at how computing has enabled machines to learn, making machine and tools become smarter in many sectors, including science and engineering, healthcare, finance, education, gaming, security, and even agriculture, plus many more areas. Topics include techniques and methods in artificial intelligence for making machines intelligent, machine learning in healthcare, using machine learning for credit card fraud detection, using artificial intelligence in education using gaming and automatization with courses and outcomes mapping, and much more. The book will be valuable to professionals, faculty, and students in electronics and communication engineering, telecommunication engineering, network engineering, computer science and information technology. This new volume, Empowering Artificial intelligence Through Machine Learning: New Advances and Applications, discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next-big-game changer in research and technology. Cover 1 Half Title 2 Title Page 4 Copyright Page 5 About the Editors 6 Table of Contents 10 Contributors 12 Abbreviations 14 Preface 18 1. A Tour of Various Knowledge Representation Techniques in Artificial Intelligence for Making Machines Intelligent 22 2. Understanding Distributed Semantic Analysis with Spark Data Frames 52 3. Machine Learning and Artificial Intelligence in Healthcare 64 4. Healthcare, IoT, and Big Data Support 78 5. GROCD: Novel Fuzzy Rules Based on Efficient Clustering and Classification of BDNF with Type-2 Diabetes Mellitus 104 6. Hybridization Preprocessing and Resampling Technique-Based Neural Network Approach for Credit Card Fraud Detection 118 7. Artificial Intelligence in Education Using Gaming and Automatization with Courses and Outcomes Mapping 148 8. The Impact of Artificial Intelligence for Comprehensive Growth Across the Globe 158 9. Monitoring System for Greenhouse Using a Deep Learning Technique 188 10. Application of Artificial Intelligence in Image Processing 208 11. A Novel N-Average Wavelet Algorithm for a Voice-Based Wheel Chair 238 12. Automated Diagnosis of Heart Disease Using Artificial Intelligence 248 Index 262 artificial,intelligence;,automated,diagnosis;,automation,systems;,big,data,support;,credit,card,fraud,detection;,deep,learning,technique;,distributed,semantic,analysis;,educational,applications;,gaming,models;,healthcare,systems;,heart,disease;,hybridization,preprocessing;,image,processing;,internet,of,things;,machine,learning;,N-average,wavelet,algorithm;,spark,data,frames;,technique-based,neural,network,approach;,type-2,diabetes,mellitus;,voice-based,wheel,chair artificial intelligence,automated diagnosis,automation systems,big data support,credit card fraud detection,deep learning technique,distributed semantic analysis,educational applications,gaming models,healthcare systems,heart disease,hybridization preprocessing,image processing,internet of things,machine learning,N-average wavelet algorithm,spark data frames,technique-based neural network approach,type-2 diabetes mellitus,voice-based wheel chair