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Limb Position Tolerant Pattern Recognition for Myoelectric Prosthesis Control with Adaptive Sparse Representations From Extreme Learning
Betthauser, Joseph L., Hunt, Christopher L., Osborn, Luke E., Masters, Matthew R., Levay, Gyorgy, Kaliki, Rahul R., Thakor, Nitish V.
Published in IEEE transactions on biomedical engineering (01.04.2018)
Published in IEEE transactions on biomedical engineering (01.04.2018)
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Journal Article
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications
Kougioumtzoglou, Ioannis A., Petromichelakis, Ioannis, Psaros, Apostolos F.
Published in Probabilistic engineering mechanics (01.07.2020)
Published in Probabilistic engineering mechanics (01.07.2020)
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Journal Article
Sparse representations and compressive sampling for enhancing the computational efficiency of the Wiener path integral technique
Psaros, Apostolos F., Kougioumtzoglou, Ioannis A., Petromichelakis, Ioannis
Published in Mechanical systems and signal processing (01.10.2018)
Published in Mechanical systems and signal processing (01.10.2018)
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Journal Article
Motor imagery classification using sparse representations: an exploratory study
de Menezes, José Antonio Alves, Gomes, Juliana Carneiro, de Carvalho Hazin, Vitor, Dantas, Júlio César Sousa, Rodrigues, Marcelo Cairrão Araújo, dos Santos, Wellington Pinheiro
Published in Scientific reports (20.09.2023)
Published in Scientific reports (20.09.2023)
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Journal Article
Face recognition in low-quality images using adaptive sparse representations
Heinsohn, Daniel, Villalobos, Esteban, Prieto, Loreto, Mery, Domingo
Published in Image and vision computing (01.05.2019)
Published in Image and vision computing (01.05.2019)
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Journal Article
Characterizing and differentiating task-based and resting state fMRI signals via two-stage sparse representations
Zhang, Shu, Li, Xiang, Lv, Jinglei, Jiang, Xi, Guo, Lei, Liu, Tianming
Published in Brain imaging and behavior (01.03.2016)
Published in Brain imaging and behavior (01.03.2016)
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Journal Article
Classification based on sparse representations of attributes derived from empirical mode decomposition in a multiclass problem of motor imagery in EEG signals
de Menezes, José Antonio Alves, Gomes, Juliana Carneiro, de Carvalho Hazin, Vitor, Dantas, Júlio César Sousa, Rodrigues, Marcelo Cairrão Araújo, dos Santos, Wellington Pinheiro
Published in Health and technology (01.09.2023)
Published in Health and technology (01.09.2023)
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Journal Article
Audio-visual biometric recognition via joint sparse representations
Primorac, Rudi, Togneri, Roberto, Bennamoun, Mohammed, Sohel, Ferdous
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
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Conference Proceeding
Data-driven polynomial chaos expansion for machine learning regression
Torre, Emiliano, Marelli, Stefano, Embrechts, Paul, Sudret, Bruno
Published in Journal of computational physics (01.07.2019)
Published in Journal of computational physics (01.07.2019)
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Journal Article
Wind data extrapolation and stochastic field statistics estimation via compressive sampling and low rank matrix recovery methods
Pasparakis, George D., dos Santos, Ketson R.M., Kougioumtzoglou, Ioannis A., Beer, Michael
Published in Mechanical systems and signal processing (01.01.2022)
Published in Mechanical systems and signal processing (01.01.2022)
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Journal Article
Multple-demand system identification and characterization via sparse representations of fMRI data
Li, Xiang, Dong, Qinglin, Jiang, Xi, Lv, Jinglei, Liu, Tianming
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2016)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2016)
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Conference Proceeding
Journal Article
Automated variability selection in time-domain imaging surveys using sparse representations with learned dictionaries
Moody, Daniela I., Wozniak, Przemek R., Brumby, Steven P.
Published in Proceedings / Applied Imagery Pattern Recognition Workshop (01.10.2015)
Published in Proceedings / Applied Imagery Pattern Recognition Workshop (01.10.2015)
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Conference Proceeding
Journal Article