Marco F. Duarte - Publications, H-index & Citations

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Marco F. Duarte

university of massachusetts system

40H-index

134Paper Count

1.5WCitation Count

Published Papers 19

Publication Date

Cramer-Rao Bounds for DoA Estimation of Sparse Bayesian Learning with the Laplace Prior

SENSORS

IF3.5

2022-12-28

OAAI

Bai, Hua; Duarte, Marco F. F.; Janaswamy, Ramakrishna

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Autoencoder based sample selection for self-taught learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-03-01

OAAI

Feng, Siwei; Yu, Han; Duarte, Marco F.

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Explainable Machine Learning for Scientific Insights and Discoveries

IEEE ACCESS

IF3.6

2020-01-01

588

OAAI

Roscher, Ribana; Bohn, Bastian; Duarte, Marco F.; Garcke, Jochen

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Few-shot learning-based human activity recognition

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-12-01

OAAI

Feng, Siwei; Duarte, Marco F.

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Direction of Arrival Estimation for Complex Sources Through L1 Norm Sparse Bayesian Learning

ieee signal processing magazine

IF3.9

2019-05-01

PREAI

Bai, Hua; Duarte, Marco F.; Janaswamy, Ramakrishna

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Graph autoencoder-based unsupervised feature selection with broad and local data structure preservation

NEUROCOMPUTING

IF6.5

2018-10-01

OAAI

Feng, Siwei; Duarte, Marco F.

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Compressive parameter estimation via K-median

SIGNAL PROCESSING

IF3.6

2018-01-01

OAAI

Mo, Dian; Duarte, Marco F.

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Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2017-11-01

OAAI

Dadkhahi, Hamid; Duarte, Marco F.; Marlin, Benjamin M.

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Sparsity Based Efficient Cross-Correlation Techniques in Sensor Networks

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2017-07-01

OAAI

Misra, Prasant; Hu, Wen; Yang, Mingrui; Duarte, Marco; Jha, Sanjay

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Semisupervised Endmember Identification in Nonlinear Spectral Mixtures via Semantic Representation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2017-06-01

OAAI

Itoh, Yuki; Feng, Siwei; Duarte, Marco F.; Parente, Mario

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Hyperspectral Band Selection From Statistical Wavelet Models

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2017-04-01

OAAI

Feng, Siwei; Itoh, Yuki; Parente, Mario; Duarte, Marco F.

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Masking Strategies for Image Manifolds

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2016-01-01

OAAI

Dadkhahi, Hamid; Duarte, Marco F.

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Sparsity and Structure in Hyperspectral Imaging

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2014-01-01

167

OAAI

Willett, Rebecca M.; Duarte, Marco F.; Davenport, Mark A.; Baraniuk, Richard G.

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Restoration of X-ray fluorescence images of hidden paintings

SIGNAL PROCESSING

IF3.6

2013-03-01

PREAI

Anitha, Anila; Brasoveanu, Andrei; Duarte, Marco; Hughes, Shannon; Daubechies, Ingrid; Dik, Joris; Janssens, Koen; Alfeld, Matthias

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Kronecker Compressive Sensing

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2012-02-01

431

PREAI

Duarte, Marco F.; Baraniuk, Richard G.

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Signal compression in wireless sensor networks

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2012-01-13

OAAI

Duarte, Marco F.; Shen, Godwin; Ortega, Antonio; Baraniuk, Richard G.

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Joint Manifolds for Data Fusion

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2010-10-01

PREAI

Davenport, Mark A.; Hegde, Chinmay; Duarte, Marco F.; Baraniuk, Richard G.

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Single-pixel imaging via compressive sampling

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2008-03-01

3.0K

PREAI

Duarte, Marco F.; Davenport, Mark A.; Takhar, Dharmpal; Laska, Jason N.; Sun, Ting; Kelly, Kevin F.; Baraniuk, Richard G.

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Vehicle classification in distributed sensor networks

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2004-07-01

405

PREAI

Duarte, MF; Hu, YH

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Research Directions