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IEEE Transactions on Signal Processing, ISSN 1053-587X, 12/2011, Volume 59, Issue 12, pp. 5899 - 5906
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 04/2012, Volume 58, Issue 4, pp. 2040 - 2047
Journal Article
Journal of Animal Ecology, ISSN 0021-8790, 05/2019, Volume 88, Issue 5, pp. 804 - 807
To fairly compare the nestedness of ecological networks, a network's observed nestedness can be divided by its maximum nestedness. The authors show that a... 
ARCHITECTURE | ECOLOGY | NETWORKS | ZOOLOGY | SELECTION | Ecology | Algorithms | Animals | Greedy algorithms | Computer simulation | Simulated annealing | Forum
Journal Article
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 07/2011, Volume 57, Issue 7, pp. 4689 - 4708
Given a large number of basis functions that can be potentially more than the number of samples, we consider the problem of learning a sparse target function... 
Greedy algorithms | Algorithm design and analysis | Accuracy | statistical learning | Noise | Matching pursuit algorithms | Machine learning | Estimation theory | sparse recovery | Approximation methods | feature selection | greedy algorithms | CONSISTENCY | RECOVERY | APPROXIMATION | LASSO | COMPUTER SCIENCE, INFORMATION SYSTEMS | SELECTION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Swarm and Evolutionary Computation, ISSN 2210-6502, 06/2016, Volume 28, pp. 58 - 77
Journal Article
Applied and Computational Harmonic Analysis, ISSN 1063-5203, 01/2013, Volume 34, Issue 1, pp. 30 - 56
After a decade of extensive study of the sparse representation synthesis model, we can safely say that this is a mature and stable field, with clear... 
Union of subspaces | Greedy algorithms | Synthesis | Analysis | Sparse representations | Compressed-sensing | Pursuit algorithms | MATHEMATICS, APPLIED | SIGNALS | UNCERTAINTY PRINCIPLES | TRANSFORM | UNION | DICTIONARIES | Models | Algorithms | Inverse problems | Similarity | Television | Mathematical analysis | Norms | Fourier analysis | Representations
Journal Article
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 09/2014, Volume 52, Issue 9, pp. 5271 - 5288
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2019, Volume 67, Issue 21, pp. 5643 - 5658
Journal Article
IEEE Transactions on Software Engineering, ISSN 0098-5589, 04/2007, Volume 33, Issue 4, pp. 225 - 237
Journal Article
Soft Computing, ISSN 1432-7643, 3/2019, Volume 23, Issue 5, pp. 1453 - 1463
Journal Article
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 01/2018, Volume 67, pp. 317 - 330
Journal Article
Journal of Computational Biology, ISSN 1066-5277, 2000, Volume 7, Issue 1-2, pp. 203 - 214
Journal Article