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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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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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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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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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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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The Stratosphere platform for big data analytics

The VLDB journal, 2014-12, Vol.23 (6), p.939-964

2014

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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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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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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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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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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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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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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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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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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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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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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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A review of feature selection methods based on mutual information

Neural computing & applications, 2014-01, Vol.24 (1), p.175-186

2014

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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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Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

Expert systems with applications, 2015-01, Vol.42 (1), p.259-268

2015

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NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

Neural networks, 2014-04, Vol.52, p.62-76

Kasabov, Nikola K.

2014

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Hough Forests for Object Detection, Tracking, and Action Recognition

IEEE transactions on pattern analysis and machine intelligence, 2011-11, Vol.33 (11), p.2188-2202

2011

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Robust Recovery of Subspace Structures by Low-Rank Representation

Contour Detection and Hierarchical Image Segmentation

Robust Text Detection in Natural Scene Images

Bags of Binary Words for Fast Place Recognition in Image Sequences

Anomaly Detection and Localization in Crowded Scenes

The Stratosphere platform for big data analytics

Tensor Completion for Estimating Missing Values in Visual Data

Multiple Object Tracking Using K-Shortest Paths Optimization

Efficient Human Pose Estimation from Single Depth Images

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

Multiple instance classification: Review, taxonomy and comparative study

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

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

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

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

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

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

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

A review of feature selection methods based on mutual information

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

Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

Hough Forests for Object Detection, Tracking, and Action Recognition

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