Autor: Yun Fu

Graph Embedding for Pattern Recognition covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and computer vision. This book presents the …

This book equips readers to handle complex multi-view data representation, centered around several major visual applications, sharing many tips and insights through a unified learning framework. This …

This book provides a timely and unique survey of next-generation social computational methodologies. The text explains the fundamentals of this field, and describes state-of-the-art methods for infer …

This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book inclu …

This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal …

This book introduces the concepts and models of robust representation learning, and provides a set of solutions to deal with real-world data analytics tasks, such as clustering, classification, time …

Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those that emphasize problem-specific Interpretability-with recent deep network models t …

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures hidden in their high …

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures hidden in their high …

Korean modernity – a defining overview The development of modern architecture in Korea and, more recently, South Korea, is closely tied to the country’s dramatic transformations since the late 19th c …

Southeast Asian modernity – an overview Peter Rowe and Yun Fu’s second volume on the modernization of architecture in the Far East deals with Southeast Asia and Austronesia, including the 12 nation s …

Erdbebensicherheit gehört auf allen Kontinenten zu den zentralen Aspekten resilienten Entwerfens und Bauens. Das Buch arbeitet die Vielfalt der Notwendigkeiten und Strategien für eine erdbebensichere …