Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Hierarchical Multi-task Learning with Application to Wafer Quality Prediction.

[BibT_eX]

[DOI]

Jingrui He

Yada Zhu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Hierarchical Modeling with Tensor Inputs.

[BibT_eX]

[DOI]

Yada Zhu

Jingrui He

Rick Lawrence

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Multi-view transfer learning with a large margin approach.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Diversified ranking on large graphs: an optimization viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A Graphbased Framework for Multi-Task Multi-View Learning.

[BibT_eX]

[DOI]

Jingrui He

Rick Lawrence

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Coselection of features and instances for unsupervised rare category analysis.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Stat. Anal. Data Min., 2010

Co-selection of Features and Instances for Unsupervised Rare Category Analysis.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Proceedings of the SIAM International Conference on Data Mining, 2010

Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Rare Category Characterization.

[BibT_eX]

[DOI]

Jingrui He

Hanghang Tong

Jaime G. Carbonell

Proceedings of the ICDM 2010, 2010

Ensemble-Based Method for Task 2: Predicting Traffic Jam.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

2009

Prior-Free Rare Category Detection.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Proceedings of the SIAM International Conference on Data Mining, 2009

Graph-based transfer learning.

[BibT_eX]

[DOI]

Jingrui He

Yan Liu

Richard D. Lawrence

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Rare Class Discovery Based on Active Learning.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Graph-Based Rare Category Detection.

[BibT_eX]

[DOI]

Jingrui He

Yan Liu

Richard D. Lawrence

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

An evolutionary system for near-regular texture synthesis.

[BibT_eX]

[DOI]

Fei Wu

Changshui Zhang

Jingrui He

Pattern Recognit., 2007

Nearest-Neighbor-Based Active Learning for Rare Category Detection.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Graph-Based Semi-Supervised Learning as a Generative Model.

[BibT_eX]

[DOI]

Jingrui He

Jaime G. Carbonell

Yan Liu

Proceedings of the IJCAI 2007, 2007

Asymmetric Gradient Boosting with Application to Spam Filtering.

[BibT_eX]

[DOI]

Jingrui He

Bo Thiesson

Proceedings of the CEAS 2007, 2007

2006

Generalized Manifold-Ranking-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Manifold-Ranking-Based Keyword Propagation for Image Retrieval.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

2005

Learning No-Reference Quality Metric by Examples.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Graph based multi-modality learning.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Multiple random walk and its application in content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Internet Traffic Prediction by W-Boost: Classification and Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Boosting Web Image Search by Co-Ranking.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Unified Optimization Based Learning Method for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Classification of Digital Photos Taken by Photographers or Home Users.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Automatic Peak Number Detection in Image Symmetry Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Manifold-ranking based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Mean version space: a new active learning method for content-based image retrieval.

[BibT_eX]

[DOI]