Book Chapter
Exploiting Unlabeled Data in Content-Based Image Retrieval
Zhi-Hua Zhou, Ke-Jia Chen and Yuan Jiang
Lecture Notes in Computer Science, 2004, Volume 3201, Machine Learning: ECML 2004, Pages 525-536
Book Chapter
Capturing the Semantics of User Interaction: A Review and Case Study
Donn Morrison, Stéphane Marchand-Maillet and Eric Bruno
Advanced Information and Knowledge Processing, 2010, Emergent Web Intelligence: Advanced Information Retrieval, Pages 269-299
Book Chapter
Biased Minimax Probability Machine Active Learning for Relevance Feedback in Content-Based Image Retrieval
Xiang Peng and Irwin King
Lecture Notes in Computer Science, 2006, Volume 4224, Intelligent Data Engineering and Automated Learning – IDEAL 2006, Pages 953-960
Book Chapter
Learning with Unlabeled Data and Its Application to Image Retrieval
Zhi-Hua Zhou
Lecture Notes in Computer Science, 2006, Volume 4099, PRICAI 2006: Trends in Artificial Intelligence, Pages 5-10
Book Chapter
Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine
Yifei Zhang, Daling Wang and Ge Yu
Lecture Notes in Computer Science, 2008, Volume 4977, Advanced Web and NetworkTechnologies, and Applications, Pages 201-209
Journal Article
Introduction to the special issue on “semantic multimedia”
Yannis Avrithis, Noel E. O’Connor, Steffen Staab and Raphael Troncy
Multimedia Tools and Applications, 2008, Volume 39, Number 2, Pages 143-147
Book Chapter
Using Biased Support Vector Machine to Improve Retrieval Result in Image Retrieval with Self-organizing Map
Chi-Hang Chan and Irwin King
Lecture Notes in Computer Science, 2004, Volume 3316, Neural Information Processing, Pages 714-719
Journal Article
Relevance feedback in image retrieval: A comprehensive review
Xiang Sean Zhou and Thomas S. Huang
Multimedia Systems, 2000, Volume 8, Number 6, Pages 536-544
Journal Article
Semi-supervised learning by disagreement
Zhi-Hua Zhou and Ming Li
Knowledge and Information Systems, 2010, Volume 24, Number 3, Pages 415-439
Book Chapter
Online Content-Based Image Retrieval Using Active Learning
Matthieu Cord and Philippe-Henri Gosselin
Cognitive Technologies, 2008, Machine Learning Techniques for Multimedia, Part II, Pages 115-138