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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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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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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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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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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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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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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

IEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565

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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Point Set Registration: Coherent Point Drift

IEEE transactions on pattern analysis and machine intelligence, 2010-12, Vol.32 (12), p.2262-2275

2010

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Feature Learning for Image Classification Via Multiobjective Genetic Programming

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1359-1371

2014

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Learning Actionlet Ensemble for 3D Human Action Recognition

IEEE transactions on pattern analysis and machine intelligence, 2014-05, Vol.36 (5), p.914-927

2014

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Vision-Based Analysis of Small Groups in Pedestrian Crowds

IEEE transactions on pattern analysis and machine intelligence, 2012-05, Vol.34 (5), p.1003-1016

2012

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A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

Expert systems with applications, 2014-04, Vol.41 (5), p.2250-2258

2014

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Positive approximation: An accelerator for attribute reduction in rough set theory

Artificial intelligence, 2010-06, Vol.174 (9), p.597-618

2010

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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

Tensor Completion for Estimating Missing Values in Visual Data

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

Sparse Subspace Clustering: Algorithm, Theory, and Applications

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

A review of feature selection methods based on mutual information

On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

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

Point Set Registration: Coherent Point Drift

Feature Learning for Image Classification Via Multiobjective Genetic Programming

Learning Actionlet Ensemble for 3D Human Action Recognition

Vision-Based Analysis of Small Groups in Pedestrian Crowds

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

Positive approximation: An accelerator for attribute reduction in rough set theory

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