Dan Zhang

Affiliations:
  • Facebook
  • Purdue University
  • Tsinghua University


According to our database1, Dan Zhang authored at least 32 papers between 2007 and 2014.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2014
A general framework for scalable transductive transfer learning.
Knowl. Inf. Syst., 2014

Which Tweets Will Be Headlines? A Hierarchical Bayesian Model for Bridging Social Media and Traditional Media.
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

Learning to Hash with Partial Tags: Exploring Correlation between Tags and Hashing Bits for Large Scale Image Retrieval.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Semantic hashing using tags and topic modeling.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

MI2LS: multi-instance learning from multiple informationsources.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

MILEAGE: Multiple Instance LEArning with Global Embedding.
Proceedings of the 30th International Conference on Machine Learning, 2013

Weighted hashing for fast large scale similarity search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Sentiment detection with auxiliary data.
Inf. Retr., 2012

A Discriminative Data-Dependent Mixture-Model Approach for Multiple Instance Learning in Image Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Maximum Margin Multiple Instance Clustering With Applications to Image and Text Clustering.
IEEE Trans. Neural Networks, 2011

Query Expansion and Message-Passing Algorithms for TREC Microblog Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Document clustering with universum.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Composite hashing with multiple information sources.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multiple Instance Learning on Structured Data.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Serendipitous learning: learning beyond the predefined label space.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Multi-view transfer learning with a large margin approach.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Learning with Minimum Supervision: A General Framework for Transductive Transfer Learning.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Transfer Latent Semantic Learning: Microblog Mining with Less Supervision.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Interactive localized content based image retrieval with multiple-instance active learning.
Pattern Recognit., 2010

ALPOS: A Machine Learning Approach for Analyzing Microblogging Data.
Proceedings of the ICDMW 2010, 2010

2009
Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images.
Pattern Anal. Appl., 2009

Modeling search response time.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

M3IC: Maximum Margin Multiple Instance Clustering.
Proceedings of the IJCAI 2009, 2009

Multiple Instance Transfer Learning.
Proceedings of the ICDM Workshops 2009, 2009

2008
MACBSE: Extracting signals with linear autocorrelations.
Neurocomputing, 2008

Semi-Supervised Classification with Universum.
Proceedings of the SIAM International Conference on Data Mining, 2008

Localized content based image retrieval by multiple instance active learning.
Proceedings of the International Conference on Image Processing, 2008

Multi-View Local Learning.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
An experimental evaluation of ensemble methods for EEG signal classification.
Pattern Recognit. Lett., 2007

A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Multi-Pitch Estimation Based on Partial Event and Support Transfer.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning.
Proceedings of the Computer Vision, 2007


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