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General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

IEEE transactions on pattern analysis and machine intelligence, 2007-10, Vol.29 (10), p.1700-1715

2007

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Geometric Mean for Subspace Selection

IEEE transactions on pattern analysis and machine intelligence, 2009-02, Vol.31 (2), p.260-274

2009

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On Deep Learning for Trust-Aware Recommendations in Social Networks

IEEE transaction on neural networks and learning systems, 2017-05, Vol.28 (5), p.1164-1177

2017

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Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification

IEEE transactions on knowledge and data engineering, 2016-12, Vol.28 (12), p.3309-3323

2016

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Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

IEEE transaction on neural networks and learning systems, 2017-06, Vol.28 (6), p.1263-1275

2017

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Data mining with big data

IEEE transactions on knowledge and data engineering, 2014-01, Vol.26 (1), p.97-107

2014

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Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

IEEE transactions on pattern analysis and machine intelligence, 2006-07, Vol.28 (7), p.1088-1099

2006

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Online feature selection for high-dimensional class-imbalanced data

Knowledge-based systems, 2017-11, Vol.136, p.187-199

2017

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Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

IEEE transactions on fuzzy systems, 2017-12, Vol.25 (6), p.1491-1507

2017

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Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization

IEEE transactions on knowledge and data engineering, 2016-07, Vol.28 (7), p.1864-1877

2016

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Detection of ChatGPT fake science with the xFakeSci learning algorithm

Scientific reports, 2024-07, Vol.14 (1), p.16231-15, Article 16231

2024

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Multimodal Graph-Based Reranking for Web Image Search

IEEE transactions on image processing, 2012-11, Vol.21 (11), p.4649-4661

2012

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Learning on Big Graph: Label Inference and Regularization with Anchor Hierarchy

IEEE transactions on knowledge and data engineering, 2017-05, Vol.29 (5), p.1101-1114

2017

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Topic Modeling over Short Texts by Incorporating Word Embeddings

Advances in Knowledge Discovery and Data Mining, p.363-374

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Online Feature Selection with Streaming Features

IEEE transactions on pattern analysis and machine intelligence, 2013-05, Vol.35 (5), p.1178-1192

2013

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3-D Object Retrieval With Hausdorff Distance Learning

IEEE transactions on industrial electronics (1982), 2014-04, Vol.61 (4), p.2088-2098

2014

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Multi-Instance Learning with Discriminative Bag Mapping

IEEE transactions on knowledge and data engineering, 2018-06, Vol.30 (6), p.1065-1080

2018

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Mining With Noise Knowledge: Error-Aware Data Mining

IEEE transactions on systems, man and cybernetics. Part A, Systems and humans, 2008-07, Vol.38 (4), p.917-932

2008

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Multi-Class Ground Truth Inference in Crowdsourcing with Clustering

IEEE transactions on knowledge and data engineering, 2016-04, Vol.28 (4), p.1080-1085

2016

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10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH

International journal of information technology & decision making, 2006-12, Vol.5 (4), p.597-604

2006

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Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

IEEE transactions on image processing, 2013-01, Vol.22 (1), p.363-376

2013

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NOSEP: Nonoverlapping Sequence Pattern Mining With Gap Constraints

IEEE transactions on cybernetics, 2018-10, Vol.48 (10), p.2809-2822

2018

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Manifold elastic net: a unified framework for sparse dimension reduction

Data mining and knowledge discovery, 2011-05, Vol.22 (3), p.340-371

2011

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Imbalanced Multiple Noisy Labeling

IEEE transactions on knowledge and data engineering, 2015-02, Vol.27 (2), p.489-503

2015

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Online Feature Selection with Group Structure Analysis

IEEE transactions on knowledge and data engineering, 2015-11, Vol.27 (11), p.3029-3041

2015

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General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

Geometric Mean for Subspace Selection

On Deep Learning for Trust-Aware Recommendations in Social Networks

Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

Data mining with big data

Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

Online feature selection for high-dimensional class-imbalanced data

Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization

Detection of ChatGPT fake science with the xFakeSci learning algorithm

Multimodal Graph-Based Reranking for Web Image Search

Learning on Big Graph: Label Inference and Regularization with Anchor Hierarchy

Topic Modeling over Short Texts by Incorporating Word Embeddings

Online Feature Selection with Streaming Features

3-D Object Retrieval With Hausdorff Distance Learning

Multi-Instance Learning with Discriminative Bag Mapping

Mining With Noise Knowledge: Error-Aware Data Mining

Multi-Class Ground Truth Inference in Crowdsourcing with Clustering

10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

NOSEP: Nonoverlapping Sequence Pattern Mining With Gap Constraints

Manifold elastic net: a unified framework for sparse dimension reduction

Imbalanced Multiple Noisy Labeling

Online Feature Selection with Group Structure Analysis

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