Applied Machine Learning

• Tác giả: Grzegorz Dudek
• Ngôn ngữ: eng
• ISBN-13: 978-3036579061
• ISBN-13: 978-3036579078
• ISBN: books978-3-0365-7907-8
• Thông tin xuất bản: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Mô tả vật lý: 1 electronic resource (808 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 376756
• Chủ đề: 1. educational data mining; 2. robust matrix factorization; 3. student grade prediction; 4. Computer science; 5. Information technology industries

Tóm tắt

 This reprint focuses on applications of machine learning models in a diverse range of fields and problems. It reports substantive results on a wide range of learning methods
  discusses the conceptualization of problems, data representation, feature engineering, machine learning models
  undertakes critical comparisons with existing techniques
  and presents an interpretation of the results. The topics within the chapters of the publication fall into six categories: computer vision, teaching and learning, social media, forecasting, basic problems of machine learning, and other topics.