Zhongfei (Mark) Zhang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Efficient Network Representations Learning: An Edge-Centric Perspective.

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Wen Zhang

Proceedings of the Knowledge Science, Engineering and Management, 2019

Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning.

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Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags.

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[DOI]

Zachary Seymour

,

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Image Annotation Retrieval with Text-Domain Label Denoising.

[BibT_eX]

[DOI]

Zachary Seymour

,

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Boosted Zero-Shot Learning with Semantic Correlation Regularization.

[BibT_eX]

[DOI]

Te Pi

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Xi Li

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Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Learning with Feature Network and Label Network Simultaneously.

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[DOI]

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Zenglin Xu

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Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Doubly Convolutional Neural Networks.

[BibT_eX]

[DOI]

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Yu Cheng

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Weining Lu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks.

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[DOI]

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Keng-hao Chang

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Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Multi-View Learning with Limited and Noisy Tagging.

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[DOI]

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Zenglin Xu

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Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Semisupervised Autoencoder for Sentiment Analysis.

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[DOI]

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Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning with Marginalized Corrupted Features and Labels Together.

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[DOI]

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Zenglin Xu

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Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs.

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[DOI]

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Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Sensor network partitioning based on homogeneity.

[BibT_eX]

[DOI]

Yi Xu

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Yaqing Zhang

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Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base.

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Yueting Zhuang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Scalable Nonnegative Matrix Factorization with Block-wise Updates.

[BibT_eX]

[DOI]

Jiangtao Yin

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Lixin Gao

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Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Learning with limited and noisy tagging.

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Proceedings of the ACM Multimedia Conference, 2013

Bayesian Multi-Task Relationship Learning with Link Structure.

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Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Scientific articles recommendation.

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Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Discriminative feature selection for multi-view cross-domain learning.

[BibT_eX]

[DOI]

Zheng Fang

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Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Unsupervised Ensemble Learning for Mining Top-n Outliers.

[BibT_eX]

[DOI]

Jun Gao

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Weiming Hu

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Ou Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Multi-view learning from imperfect tagging.

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Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification.

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[DOI]

Zheng Fang

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

Mining noisy tagging from multi-label space.

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[DOI]

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Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

RKOF: Robust Kernel-Based Local Outlier Detection.

[BibT_eX]

[DOI]

Jun Gao

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Weiming Hu

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Xiaoqin Zhang

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Ou Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Mining partially annotated images.

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[DOI]

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

Overview of ACM international workshop on connected multimedia.

[BibT_eX]

[DOI]

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Ramesh C. Jain

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Yueting Zhuang

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Local Outlier Detection Based on Kernel Regression.

[BibT_eX]

[DOI]

Jun Gao

,

Weiming Hu

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Wei Li

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Ou Wu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A General Model for Multiple View Unsupervised Learning.

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[DOI]

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Proceedings of the SIAM International Conference on Data Mining, 2008

Semi-Supervised Learning Based on Semiparametric Regularization.

[BibT_eX]

[DOI]

Zhen Guo

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,

Eric P. Xing

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Christos Faloutsos

Proceedings of the SIAM International Conference on Data Mining, 2008

Mining Bulletin Board Systems Using Community Generation.

[BibT_eX]

[DOI]

Ming Li

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,

Zhi-Hua Zhou

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets.

[BibT_eX]

[DOI]

Adel Lablack

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Chabane Djeraba

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State.

[BibT_eX]

[DOI]

Tianbing Xu

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

Dirichlet Process Based Evolutionary Clustering.

[BibT_eX]

[DOI]

Tianbing Xu

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

Clustering on Complex Graphs.

[BibT_eX]

[DOI]

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,

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Tianbing Xu

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

A probabilistic framework for relational clustering.

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[DOI]

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Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Relational clustering by symmetric convex coding.

[BibT_eX]

[DOI]

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Xiaoyun Wu

,

Proceedings of the Machine Learning, 2007

Community Learning by Graph Approximation.

[BibT_eX]

[DOI]

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Xiaoyun Xu

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Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Graph Partitioning Based on Link Distributions.

[BibT_eX]

[DOI]

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Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Unsupervised learning on k-partite graphs.

[BibT_eX]

[DOI]

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Xiaoyun Wu

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Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Spectral clustering for multi-type relational data.

[BibT_eX]

[DOI]

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Xiaoyun Wu

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Proceedings of the Machine Learning, 2006

Automatic Medical Image Annotation and Retrieval using SEMI-SECC.

[BibT_eX]

[DOI]

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Sameer K. Antani

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L. Rodney Long

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George R. Thoma

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Improve Web Search Using Image Snippets.

[BibT_eX]

[DOI]

Xiao-Bing Xue

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Zhi-Hua Zhou

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Proceedings of the Proceedings, 2006

Co-clustering by block value decomposition.

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[DOI]

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Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Combining Multiple Clusterings by Soft Correspondence.

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[DOI]

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Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva.

[BibT_eX]

[DOI]

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Mingjing Li

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Wei-Ying Ma

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HongJiang Zhang

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning.

[BibT_eX]

[DOI]

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Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Comparing various algorithms for discovering social groups with uni-party data.

[BibT_eX]

[DOI]

John J. Salerno

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Raymond A. Cardillo

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Proceedings of the Data Mining, 2005

Semi-Supervised Learning Based Object Detection in Aerial Imagery.

[BibT_eX]

[DOI]

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

A multimodal approach to time-invariant scene retrieval from single overhead image.

[BibT_eX]

[DOI]

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Lijun Yin

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

A data mining approach to modeling relationships among categories in image collection.

[BibT_eX]

[DOI]

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Sandeep Khanzode

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A Bayesian Framework for Automatic Concept Discovery in Image Collections.

[BibT_eX]

[DOI]

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Proceedings of the 17th International Conference on Pattern Recognition, 2004

Region Based a-Semantics Graph Driven Image Retrieval.

[BibT_eX]

[DOI]

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Sandeep Khanzode

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Proceedings of the 17th International Conference on Pattern Recognition, 2004

Systematic Static Shadow Detection.

[BibT_eX]

[DOI]

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Proceedings of the 17th International Conference on Pattern Recognition, 2004

Semantic repository modeling in image database.

[BibT_eX]

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Zhongyuan Qin

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval.

[BibT_eX]

[DOI]

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Proceedings of the Computer Vision, 2004

Hidden Semantic Concept Discovery in Region Based Image Retrieval.

[BibT_eX]

[DOI]

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Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying.

[BibT_eX]

[DOI]

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Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously.

[BibT_eX]

[DOI]

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Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

Applying data mining in investigating money laundering crimes.

[BibT_eX]

[DOI]

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John J. Salerno

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Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Person Name Identification in Chinese Documents Using Finite State Automata.

[BibT_eX]

[DOI]

Bing Shen

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,

Chunfa Yuan

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

"Automatic" Multimodal Medical Image Fusion.

[BibT_eX]

[DOI]

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Saeed Bajwa

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Thomas Gudas

Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

IBMAS: An Internet Based Medical Archive System.

[BibT_eX]

[DOI]

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Guangbiao Pu

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Andrzej Król

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses.

[BibT_eX]

[DOI]

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Paul E. Knudson

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Ruth S. Weinstock

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Suzanne Meyer

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Applications of Image Understanding in Semantics-Oriented Multimedia Information Retrieval.

[BibT_eX]

[DOI]