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Biographie et livres d'Yun Fu

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Prof. Yu Fu is a Full Professor at College of Food Science, Southwest University, China. He earned his PhD degree in Food Science from Aarhus University and completed postdoctoral research at University of Copenhagen. He has also served as a visiting scholar at the University of Manitoba and the University of Aberdeen. Dr. Fu has led several research projects, including National Natural Science Foundation grants, National Key R&D Program, etc. He has published over 100 peer-reviewed papers as
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Téléchargez le livre :  Learning Representation for Multi-View Data Analysis
Learning Representation for Multi-View Data Analysis

Zhengming Ding , Yun Fu , Handong Zhao


Springer

2018-12-06

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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 framework is able to model most existing multi-view...

126,59

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Télécharger le livre :  Robust Representation for Data Analytics
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 series modeling, outlier detection, collaborative filtering, community...

Editeur : Springer
Parution : 2017-08-09
Collection : Advanced Information and Knowledge Processing PDF, ePub

116,04

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Télécharger le livre :  Human Activity Recognition and Prediction
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 decomposition, and causality learning in unconstrained human activity...

Editeur : Springer
Parution : 2015-12-23
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52,74

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Télécharger le livre :  Low-Rank and Sparse Modeling for Visual Analysis
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 includes chapters covering multiple emerging topics in this new field. It...

Editeur : Springer
Parution : 2014-10-30
ePub

94,94

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Télécharger le livre :  Human-Centered Social Media Analytics
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 inferring social status, relationships, preferences, intentions,...

Editeur : Springer
Parution : 2014-03-24
ePub

52,74

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Télécharger le livre :  Graph Embedding for Pattern Analysis
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 latest advances in graph embedding theories, such as nonlinear...

Editeur : Springer
Parution : 2012-11-19
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94,94

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