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Pattern Recognition

4th ed., 2008

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Simultaneously Sparse and Low-Rank Abundance Matrix Estimation for Hyperspectral Image Unmixing

IEEE transactions on geoscience and remote sensing, 2016-08, Vol.54 (8), p.4775-4789

2016

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Pattern Recognition

3, 2006

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Introducing Sparsity in Possibilistic Clustering: A Unified Framework and a Line Detection Paradigm

IEEE transactions on fuzzy systems, 2018-10, Vol.26 (5), p.2886-2898

Koutroumbas, Konstantinos D.

2018

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A Variational Bayes Framework for Sparse Adaptive Estimation

IEEE transactions on signal processing, 2014-09, Vol.62 (18), p.4723-4736

2014

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A Novel Hierarchical Bayesian Approach for Sparse Semisupervised Hyperspectral Unmixing

IEEE transactions on signal processing, 2012-02, Vol.60 (2), p.585-599

2012

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Introduction to Pattern Recognition: A Matlab Approach

1, 2010

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A Novel Adaptive Possibilistic Clustering Algorithm

IEEE transactions on fuzzy systems, 2016-08, Vol.24 (4), p.791-810

2016

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Automated Detection of Chromospheric Swirls Based on Their Morphological Characteristics

Solar physics, 2021, Vol.296 (1), Article 17

2021

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Online Reweighted Least Squares Robust PCA

IEEE signal processing letters, 2020-01, Vol.27, p.1-1

2020

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Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization

IEEE transactions on signal processing, 2019-01, Vol.67 (2), p.490-503

2019

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A new stochastic gradient descent possibilistic clustering algorithm

Ai communications, 2022-01, Vol.35 (2), p.47-64

2022

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A Probabilistic Clustering Approach for Detecting Linear Structures in Two-Dimensional Spaces

Pattern recognition and image analysis, 2021-10, Vol.31 (4), p.671-687

2021

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Sparsity-Aware Possibilistic Clustering Algorithms

IEEE transactions on fuzzy systems, 2016-12, Vol.24 (6), p.1611-1626

2016

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Discrimination of Fe-Ni-Laterites from Bauxites Using a Novel Support Vector Machines-Based Methodology on Sentinel-2 Data

Remote sensing (Basel, Switzerland), 2024-07, Vol.16 (13), p.2295

2024

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Identification of Large-Scale Travelling Ionospheric Disturbances (LSTIDs) Based on Digisonde Observations

Atmosphere, 2023-02, Vol.14 (2), p.331

2023

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Spectral Unmixing for Mapping a Hydrothermal Field in a Volcanic Environment Applied on ASTER, Landsat-8/OLI, and Sentinel-2 MSI Satellite Multispectral Data: The Nisyros (Greece) Case Study

Remote sensing (Basel, Switzerland), 2020-12, Vol.12 (24), p.4180

2020

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Variational Bayes Group Sparse Time-Adaptive Parameter Estimation With Either Known or Unknown Sparsity Pattern

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3194-3206

2016

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A new short-term forecasting model for the total electron content storm time disturbances

Journal of space weather and space climate, 2018, Vol.8, p.A33

2018

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Piecewise Linear Curve Approximation Using Graph Theory and Geometrical Concepts

IEEE transactions on image processing, 2012-09, Vol.21 (9), p.3877-3887

Koutroumbas, Konstantinos D.

2012

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Pattern recognition, fourth edition

4th ed., 2009

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A Computationally Efficient Tensor Completion Algorithm

IEEE signal processing letters, 2018-08, Vol.25 (8), p.1266-1270

2018

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Convolutional Neural Networks for Automated ULF Wave Classification in Swarm Time Series

Atmosphere, 2022-09, Vol.13 (9), p.1488

2022

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Spectral Unmixing-Based Clustering of High-Spatial Resolution Hyperspectral Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-08, Vol.10 (8), p.3711-3721

2017

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On the unmixing of MEx/OMEGA hyperspectral data

Planetary and space science, 2012-08, Vol.68 (1), p.34-41

2012

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Pattern Recognition

Simultaneously Sparse and Low-Rank Abundance Matrix Estimation for Hyperspectral Image Unmixing

Pattern Recognition

Introducing Sparsity in Possibilistic Clustering: A Unified Framework and a Line Detection Paradigm

A Variational Bayes Framework for Sparse Adaptive Estimation

A Novel Hierarchical Bayesian Approach for Sparse Semisupervised Hyperspectral Unmixing

Introduction to Pattern Recognition: A Matlab Approach

A Novel Adaptive Possibilistic Clustering Algorithm

Automated Detection of Chromospheric Swirls Based on Their Morphological Characteristics

Online Reweighted Least Squares Robust PCA

Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization

A new stochastic gradient descent possibilistic clustering algorithm

A Probabilistic Clustering Approach for Detecting Linear Structures in Two-Dimensional Spaces

Sparsity-Aware Possibilistic Clustering Algorithms

Discrimination of Fe-Ni-Laterites from Bauxites Using a Novel Support Vector Machines-Based Methodology on Sentinel-2 Data

Identification of Large-Scale Travelling Ionospheric Disturbances (LSTIDs) Based on Digisonde Observations

Spectral Unmixing for Mapping a Hydrothermal Field in a Volcanic Environment Applied on ASTER, Landsat-8/OLI, and Sentinel-2 MSI Satellite Multispectral Data: The Nisyros (Greece) Case Study

Variational Bayes Group Sparse Time-Adaptive Parameter Estimation With Either Known or Unknown Sparsity Pattern

A new short-term forecasting model for the total electron content storm time disturbances

Piecewise Linear Curve Approximation Using Graph Theory and Geometrical Concepts

Pattern recognition, fourth edition

A Computationally Efficient Tensor Completion Algorithm

Convolutional Neural Networks for Automated ULF Wave Classification in Swarm Time Series

Spectral Unmixing-Based Clustering of High-Spatial Resolution Hyperspectral Imagery

On the unmixing of MEx/OMEGA hyperspectral data

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