Implicit Filtering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Implicit Filtering write by C. T. Kelley. This book was released on 2011-09-29. Implicit Filtering available in PDF, EPUB and Kindle. A description of the implicit filtering algorithm, its convergence theory and a new MATLAB® implementation.
Collaborative Filtering
Collaborative Filtering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Collaborative Filtering write by Angshul Majumdar. This book was released on 2024-10-03. Collaborative Filtering available in PDF, EPUB and Kindle. This book dives into the inner workings of recommender systems, those ubiquitous technologies that shape our online experiences. From Netflix show suggestions to personalized product recommendations on Amazon or the endless stream of curated YouTube videos, these systems power the choices we see every day. Collaborative filtering reigns supreme as the dominant approach behind recommender systems. This book offers a comprehensive exploration of this topic, starting with memory-based techniques. These methods, known for their ease of understanding and implementation, provide a solid foundation for understanding collaborative filtering. As you progress, you’ll delve into latent factor models, the abstract and mathematical engines driving modern recommender systems. The journey continues with exploring the concepts of metadata and diversity. You’ll discover how metadata, the additional information gathered by the system, can be harnessed to refine recommendations. Additionally, the book delves into techniques for promoting diversity, ensuring a well-balanced selection of recommendations. Finally, the book concludes with a discussion of cutting-edge deep learning models used in recommender systems. This book caters to a dual audience. First, it serves as a primer for practicing IT professionals or data scientists eager to explore the realm of recommender systems. The book assumes a basic understanding of linear algebra and optimization but requires no prior knowledge of machine learning or programming. This makes it an accessible read for those seeking to enter this exciting field. Second, the book can be used as a textbook for a graduate-level course. To facilitate this, the final chapter provides instructors with a potential course plan.
System Modeling and Optimization XX
System Modeling and Optimization XX - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook System Modeling and Optimization XX write by E.W. Sachs. This book was released on 2013-03-14. System Modeling and Optimization XX available in PDF, EPUB and Kindle. System Modeling and Optimization XX deals with new developments in the areas of optimization, optimal control and system modeling. The themes range across various areas of optimization: continuous and discrete, numerical and analytical, finite and infinite dimensional, deterministic and stochastic, static and dynamic, theory and applications, foundations and case studies. Besides some classical topics, modern areas are also presented in the contributions, including robust optimization, filter methods, optimization of power networks, data mining and risk control. This volume contains invited and selected papers from presentations at the 20th IFIP TC7 Conference on System Modeling and Optimization, which took place at the University of Trier, Germany from July 23 to 27, 2001, and which was sponsored by the International Federation for Information Processing (IFIP).
Closure Strategies for Turbulent and Transitional Flows
Closure Strategies for Turbulent and Transitional Flows - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Closure Strategies for Turbulent and Transitional Flows write by Brian Edward Launder. This book was released on 2002-02-21. Closure Strategies for Turbulent and Transitional Flows available in PDF, EPUB and Kindle. Publisher Description
An Application of Implicit Filtering to Water Resources Management
An Application of Implicit Filtering to Water Resources Management - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Application of Implicit Filtering to Water Resources Management write by Karen Edna Michele Dillard. This book was released on 2007. An Application of Implicit Filtering to Water Resources Management available in PDF, EPUB and Kindle. Keywords: water resources, implicit filtering, stochastic simulation, variance reduction, noisy functions, optimization.
