Sparse dictionary learning (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Sparse dictionary learning" in English language version.

refsWebsite

Global rank English rank

14doi.org

2^nd place

10worldcat.org

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8semanticscholar.org

11^th place

8^th place

5psu.edu

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3arxiv.org

69^th place

59^th place

2harvard.edu

18^th place

17^th place

2handle.net

102^nd place

76^th place

2nih.gov

4^th place

1iitk.ac.in

6,454^th place

4,437^th place

1acm.org

1,185^th place

840^th place

1technion.ac.il

low place

1archives-ouvertes.fr

1,031^st place

879^th place

1computer.org

5,196^th place

3,635^th place

1imperial.ac.uk

7,025^th place

4,914^th place

1ieee.org

652^nd place

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acm.org

dl.acm.org

Mairal, Julien; Bach, Francis; Ponce, Jean; Sapiro, Guillermo (2010-03-01). "Online Learning for Matrix Factorization and Sparse Coding". J. Mach. Learn. Res. 11: 19–60. arXiv:0908.0050. Bibcode:2009arXiv0908.0050M. ISSN 1532-4435.

archives-ouvertes.fr

hal.archives-ouvertes.fr

Peyré, Gabriel (2008-11-06). "Sparse Modeling of Textures" (PDF). Journal of Mathematical Imaging and Vision. 34 (1): 17–31. doi:10.1007/s10851-008-0120-3. ISSN 0924-9907. S2CID 15994546.

arxiv.org

Needell, D.; Tropp, J.A. (2009). "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples". Applied and Computational Harmonic Analysis. 26 (3): 301–321. arXiv:0803.2392. doi:10.1016/j.acha.2008.07.002.
Lotfi, M.; Vidyasagar, M."A Fast Non-iterative Algorithm for Compressive Sensing Using Binary Measurement Matrices"
Mairal, Julien; Bach, Francis; Ponce, Jean; Sapiro, Guillermo (2010-03-01). "Online Learning for Matrix Factorization and Sparse Coding". J. Mach. Learn. Res. 11: 19–60. arXiv:0908.0050. Bibcode:2009arXiv0908.0050M. ISSN 1532-4435.

computer.org

Ramirez, Ignacio; Sprechmann, Pablo; Sapiro, Guillermo (2010-01-01). "Classification and clustering via dictionary learning with structured incoherence and shared features". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos, CA, USA: IEEE Computer Society. pp. 3501–3508. doi:10.1109/CVPR.2010.5539964. ISBN 978-1-4244-6984-0. S2CID 206591234.

doi.org

Needell, D.; Tropp, J.A. (2009). "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples". Applied and Computational Harmonic Analysis. 26 (3): 301–321. arXiv:0803.2392. doi:10.1016/j.acha.2008.07.002.
A. M. Tillmann, "On the Computational Intractability of Exact and Approximate Dictionary Learning", IEEE Signal Processing Letters 22(1), 2015: 45–49.
Donoho, David L. (2006-06-01). "For most large underdetermined systems of linear equations the minimal 𝓁1-norm solution is also the sparsest solution". Communications on Pure and Applied Mathematics. 59 (6): 797–829. doi:10.1002/cpa.20132. ISSN 1097-0312. S2CID 8510060.
Engan, K.; Aase, S.O.; Hakon Husoy, J. (1999-01-01). "Method of optimal directions for frame design". 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258). Vol. 5. pp. 2443–2446 vol.5. doi:10.1109/ICASSP.1999.760624. ISBN 978-0-7803-5041-0. S2CID 33097614.
Aharon, Michal; Elad, Michael (2008). "Sparse and Redundant Modeling of Image Content Using an Image-Signature-Dictionary". SIAM Journal on Imaging Sciences. 1 (3): 228–247. CiteSeerX 10.1.1.298.6982. doi:10.1137/07070156x.
Rubinstein, R.; Bruckstein, A.M.; Elad, M. (2010-06-01). "Dictionaries for Sparse Representation Modeling". Proceedings of the IEEE. 98 (6): 1045–1057. CiteSeerX 10.1.1.160.527. doi:10.1109/JPROC.2010.2040551. ISSN 0018-9219. S2CID 2176046.
Engan, Kjersti; Skretting, Karl; Husøy, John H\a akon (2007-01-01). "Family of Iterative LS-based Dictionary Learning Algorithms, ILS-DLA, for Sparse Signal Representation". Digit. Signal Process. 17 (1): 32–49. doi:10.1016/j.dsp.2006.02.002. ISSN 1051-2004.
Mairal, J.; Sapiro, G.; Elad, M. (2008-01-01). "Learning Multiscale Sparse Representations for Image and Video Restoration". Multiscale Modeling & Simulation. 7 (1): 214–241. CiteSeerX 10.1.1.95.6239. doi:10.1137/070697653. ISSN 1540-3459.
Rubinstein, R.; Zibulevsky, M.; Elad, M. (2010-03-01). "Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation". IEEE Transactions on Signal Processing. 58 (3): 1553–1564. Bibcode:2010ITSP...58.1553R. CiteSeerX 10.1.1.183.992. doi:10.1109/TSP.2009.2036477. ISSN 1053-587X. S2CID 7193037.
Peyré, Gabriel (2008-11-06). "Sparse Modeling of Textures" (PDF). Journal of Mathematical Imaging and Vision. 34 (1): 17–31. doi:10.1007/s10851-008-0120-3. ISSN 0924-9907. S2CID 15994546.
Ramirez, Ignacio; Sprechmann, Pablo; Sapiro, Guillermo (2010-01-01). "Classification and clustering via dictionary learning with structured incoherence and shared features". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos, CA, USA: IEEE Computer Society. pp. 3501–3508. doi:10.1109/CVPR.2010.5539964. ISBN 978-1-4244-6984-0. S2CID 206591234.
Koniusz, Piotr; Yan, Fei; Mikolajczyk, Krystian (2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117 (5): 479–492. CiteSeerX 10.1.1.377.3979. doi:10.1016/j.cviu.2012.10.010. ISSN 1077-3142.
Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.
AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.

handle.net

hdl.handle.net

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.
AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.

harvard.edu

ui.adsabs.harvard.edu

Rubinstein, R.; Zibulevsky, M.; Elad, M. (2010-03-01). "Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation". IEEE Transactions on Signal Processing. 58 (3): 1553–1564. Bibcode:2010ITSP...58.1553R. CiteSeerX 10.1.1.183.992. doi:10.1109/TSP.2009.2036477. ISSN 1053-587X. S2CID 7193037.
Mairal, Julien; Bach, Francis; Ponce, Jean; Sapiro, Guillermo (2010-03-01). "Online Learning for Matrix Factorization and Sparse Coding". J. Mach. Learn. Res. 11: 19–60. arXiv:0908.0050. Bibcode:2009arXiv0908.0050M. ISSN 1532-4435.

ieee.org

ieeexplore.ieee.org

AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.

iitk.ac.in

home.iitk.ac.in

Kumar, Abhay; Kataria, Saurabh. "Dictionary Learning Based Applications in Image Processing using Convex Optimisation" (PDF).

imperial.ac.uk

spiral.imperial.ac.uk

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.

nih.gov

pubmed.ncbi.nlm.nih.gov

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.
AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.

psu.edu

citeseerx.ist.psu.edu

Aharon, Michal; Elad, Michael (2008). "Sparse and Redundant Modeling of Image Content Using an Image-Signature-Dictionary". SIAM Journal on Imaging Sciences. 1 (3): 228–247. CiteSeerX 10.1.1.298.6982. doi:10.1137/07070156x.
Rubinstein, R.; Bruckstein, A.M.; Elad, M. (2010-06-01). "Dictionaries for Sparse Representation Modeling". Proceedings of the IEEE. 98 (6): 1045–1057. CiteSeerX 10.1.1.160.527. doi:10.1109/JPROC.2010.2040551. ISSN 0018-9219. S2CID 2176046.
Mairal, J.; Sapiro, G.; Elad, M. (2008-01-01). "Learning Multiscale Sparse Representations for Image and Video Restoration". Multiscale Modeling & Simulation. 7 (1): 214–241. CiteSeerX 10.1.1.95.6239. doi:10.1137/070697653. ISSN 1540-3459.
Rubinstein, R.; Zibulevsky, M.; Elad, M. (2010-03-01). "Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation". IEEE Transactions on Signal Processing. 58 (3): 1553–1564. Bibcode:2010ITSP...58.1553R. CiteSeerX 10.1.1.183.992. doi:10.1109/TSP.2009.2036477. ISSN 1053-587X. S2CID 7193037.
Koniusz, Piotr; Yan, Fei; Mikolajczyk, Krystian (2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117 (5): 479–492. CiteSeerX 10.1.1.377.3979. doi:10.1016/j.cviu.2012.10.010. ISSN 1077-3142.

semanticscholar.org

api.semanticscholar.org

Donoho, David L. (2006-06-01). "For most large underdetermined systems of linear equations the minimal 𝓁1-norm solution is also the sparsest solution". Communications on Pure and Applied Mathematics. 59 (6): 797–829. doi:10.1002/cpa.20132. ISSN 1097-0312. S2CID 8510060.
Engan, K.; Aase, S.O.; Hakon Husoy, J. (1999-01-01). "Method of optimal directions for frame design". 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258). Vol. 5. pp. 2443–2446 vol.5. doi:10.1109/ICASSP.1999.760624. ISBN 978-0-7803-5041-0. S2CID 33097614.
Rubinstein, R.; Bruckstein, A.M.; Elad, M. (2010-06-01). "Dictionaries for Sparse Representation Modeling". Proceedings of the IEEE. 98 (6): 1045–1057. CiteSeerX 10.1.1.160.527. doi:10.1109/JPROC.2010.2040551. ISSN 0018-9219. S2CID 2176046.
Rubinstein, R.; Zibulevsky, M.; Elad, M. (2010-03-01). "Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation". IEEE Transactions on Signal Processing. 58 (3): 1553–1564. Bibcode:2010ITSP...58.1553R. CiteSeerX 10.1.1.183.992. doi:10.1109/TSP.2009.2036477. ISSN 1053-587X. S2CID 7193037.
Peyré, Gabriel (2008-11-06). "Sparse Modeling of Textures" (PDF). Journal of Mathematical Imaging and Vision. 34 (1): 17–31. doi:10.1007/s10851-008-0120-3. ISSN 0924-9907. S2CID 15994546.
Ramirez, Ignacio; Sprechmann, Pablo; Sapiro, Guillermo (2010-01-01). "Classification and clustering via dictionary learning with structured incoherence and shared features". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos, CA, USA: IEEE Computer Society. pp. 3501–3508. doi:10.1109/CVPR.2010.5539964. ISBN 978-1-4244-6984-0. S2CID 206591234.
Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.
AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.

technion.ac.il

freddy.cs.technion.ac.il

Aharon, M, M Elad, and A Bruckstein. 2006. "K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation." Signal Processing, IEEE Transactions on 54 (11): 4311-4322

worldcat.org

search.worldcat.org

Donoho, David L. (2006-06-01). "For most large underdetermined systems of linear equations the minimal 𝓁1-norm solution is also the sparsest solution". Communications on Pure and Applied Mathematics. 59 (6): 797–829. doi:10.1002/cpa.20132. ISSN 1097-0312. S2CID 8510060.
Rubinstein, R.; Bruckstein, A.M.; Elad, M. (2010-06-01). "Dictionaries for Sparse Representation Modeling". Proceedings of the IEEE. 98 (6): 1045–1057. CiteSeerX 10.1.1.160.527. doi:10.1109/JPROC.2010.2040551. ISSN 0018-9219. S2CID 2176046.
Engan, Kjersti; Skretting, Karl; Husøy, John H\a akon (2007-01-01). "Family of Iterative LS-based Dictionary Learning Algorithms, ILS-DLA, for Sparse Signal Representation". Digit. Signal Process. 17 (1): 32–49. doi:10.1016/j.dsp.2006.02.002. ISSN 1051-2004.
Mairal, J.; Sapiro, G.; Elad, M. (2008-01-01). "Learning Multiscale Sparse Representations for Image and Video Restoration". Multiscale Modeling & Simulation. 7 (1): 214–241. CiteSeerX 10.1.1.95.6239. doi:10.1137/070697653. ISSN 1540-3459.
Rubinstein, R.; Zibulevsky, M.; Elad, M. (2010-03-01). "Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation". IEEE Transactions on Signal Processing. 58 (3): 1553–1564. Bibcode:2010ITSP...58.1553R. CiteSeerX 10.1.1.183.992. doi:10.1109/TSP.2009.2036477. ISSN 1053-587X. S2CID 7193037.
Mairal, Julien; Bach, Francis; Ponce, Jean; Sapiro, Guillermo (2010-03-01). "Online Learning for Matrix Factorization and Sparse Coding". J. Mach. Learn. Res. 11: 19–60. arXiv:0908.0050. Bibcode:2009arXiv0908.0050M. ISSN 1532-4435.
Peyré, Gabriel (2008-11-06). "Sparse Modeling of Textures" (PDF). Journal of Mathematical Imaging and Vision. 34 (1): 17–31. doi:10.1007/s10851-008-0120-3. ISSN 0924-9907. S2CID 15994546.
Koniusz, Piotr; Yan, Fei; Mikolajczyk, Krystian (2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117 (5): 479–492. CiteSeerX 10.1.1.377.3979. doi:10.1016/j.cviu.2012.10.010. ISSN 1077-3142.
Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477. S2CID 10577592.
AlMatouq, Ali; LalegKirati, TaousMeriem; Novara, Carlo; Ivana, Rabbone; Vincent, Tyrone (2019-03-15). "Sparse Reconstruction of Glucose Fluxes Using Continuous Glucose Monitors". IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17 (5): 1797–1809. doi:10.1109/TCBB.2019.2905198. hdl:10754/655914. ISSN 1545-5963. PMID 30892232. S2CID 84185121.