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Robust Recovery of Subspace Structures by Low-Rank Representation

IEEE transactions on pattern analysis and machine intelligence, 2013-01, Vol.35 (1), p.171-184

2013

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IEEE_Xplore

Classification in the Presence of Label Noise: A Survey

IEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869

2014

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IEEE_Xplore

Robust Text Detection in Natural Scene Images

IEEE transactions on pattern analysis and machine intelligence, 2014-05, Vol.36 (5), p.970-983

2014

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IEEE_Xplore

Tensor Completion for Estimating Missing Values in Visual Data

IEEE transactions on pattern analysis and machine intelligence, 2013-01, Vol.35 (1), p.208-220

2013

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IEEE_Xplore

Detecting Novel Associations in Large Data Sets

Science (American Association for the Advancement of Science), 2011-12, Vol.334 (6062), p.1518-1524

2011

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Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation

IEEE transactions on pattern analysis and machine intelligence, 2013-03, Vol.35 (3), p.597-610

2013

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Multiple instance classification: Review, taxonomy and comparative study

Artificial intelligence, 2013-08, Vol.201, p.81-105

Amores, Jaume

2013

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Contour Detection and Hierarchical Image Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2011-05, Vol.33 (5), p.898-916

2011

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IEEE_Xplore

Bags of Binary Words for Fast Place Recognition in Image Sequences

IEEE transactions on robotics, 2012-10, Vol.28 (5), p.1188-1197

2012

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IEEE_Xplore

A comparative study of efficient initialization methods for the k-means clustering algorithm

Expert systems with applications, 2013-01, Vol.40 (1), p.200-210

2013

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MIFS-ND: A mutual information-based feature selection method

Expert systems with applications, 2014-10, Vol.41 (14), p.6371-6385

2014

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Anomaly Detection and Localization in Crowded Scenes

IEEE transactions on pattern analysis and machine intelligence, 2014-01, Vol.36 (1), p.18-32

2014

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IEEE_Xplore

Sparse Subspace Clustering: Algorithm, Theory, and Applications

IEEE transactions on pattern analysis and machine intelligence, 2013-11, Vol.35 (11), p.2765-2781

2013

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IEEE_Xplore

Combining OpenFlow and sFlow for an effective and scalable anomaly detection and mitigation mechanism on SDN environments

Computer networks (Amsterdam, Netherlands : 1999), 2014-04, Vol.62, p.122-136

2014

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Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

IEEE transactions on pattern analysis and machine intelligence, 2012-03, Vol.34 (3), p.417-435

2012

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Semantic trajectories modeling and analysis

ACM computing surveys, 2013-08, Vol.45 (4), p.1-32

2013

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Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Expert systems with applications, 2014-03, Vol.41 (4), p.1476-1482

2014

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On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

IEEE transactions on pattern analysis and machine intelligence, 2014-03, Vol.36 (3), p.521-535

2014

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IEEE_Xplore

Multiple Object Tracking Using K-Shortest Paths Optimization

IEEE transactions on pattern analysis and machine intelligence, 2011-09, Vol.33 (9), p.1806-1819

2011

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IEEE_Xplore

Quantitative Analysis of Culture Using Millions of Digitized Books

Science (American Association for the Advancement of Science), 2011-01, Vol.331 (6014), p.176-182

2011

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Educational data mining: A survey and a data mining-based analysis of recent works

Expert systems with applications, 2014-03, Vol.41 (4), p.1432-1462

Peña-Ayala, Alejandro

2014

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Efficient Human Pose Estimation from Single Depth Images

IEEE transactions on pattern analysis and machine intelligence, 2013-12, Vol.35 (12), p.2821-2840

2013

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IEEE_Xplore

A Survey of Automatic Query Expansion in Information Retrieval

ACM computing surveys, 2012-01, Vol.44 (1), p.1-50

2012

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Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

IEEE transactions on pattern analysis and machine intelligence, 2013-11, Vol.35 (11), p.2624-2637

2013

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IEEE_Xplore

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

IEEE transactions on pattern analysis and machine intelligence, 2012-11, Vol.34 (11), p.2233-2246

2012

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IEEE_Xplore

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Robust Recovery of Subspace Structures by Low-Rank Representation

Classification in the Presence of Label Noise: A Survey

Robust Text Detection in Natural Scene Images

Tensor Completion for Estimating Missing Values in Visual Data

Detecting Novel Associations in Large Data Sets

Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation

Multiple instance classification: Review, taxonomy and comparative study

Contour Detection and Hierarchical Image Segmentation

Bags of Binary Words for Fast Place Recognition in Image Sequences

A comparative study of efficient initialization methods for the k-means clustering algorithm

MIFS-ND: A mutual information-based feature selection method

Anomaly Detection and Localization in Crowded Scenes

Sparse Subspace Clustering: Algorithm, Theory, and Applications

Combining OpenFlow and sFlow for an effective and scalable anomaly detection and mitigation mechanism on SDN environments

Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

Semantic trajectories modeling and analysis

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

Multiple Object Tracking Using K-Shortest Paths Optimization

Quantitative Analysis of Culture Using Millions of Digitized Books

Educational data mining: A survey and a data mining-based analysis of recent works

Efficient Human Pose Estimation from Single Depth Images

A Survey of Automatic Query Expansion in Information Retrieval

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

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