-
1
-
-
33645712892
-
Compressed sensing
-
Apr.
-
D. L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.L.1
-
2
-
-
69049120308
-
Near-ideal model selection by l1 minimization
-
E. J. Candès and Y. Plan, "Near-ideal model selection by l1 minimization," Ann. Stat., vol. 37, no. 5A, pp. 2145-2177, 2009.
-
(2009)
Ann. Stat.
, vol.37
, Issue.5 A
, pp. 2145-2177
-
-
Candès, E.J.1
Plan, Y.2
-
3
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. J. Candès, "The restricted isometry property and its implications for compressed sensing," Comptes Rendus Math., vol. 346, no. 9, pp. 589-592, 2008.
-
(2008)
Comptes Rendus Math.
, vol.346
, Issue.9
, pp. 589-592
-
-
Candès, E.J.1
-
4
-
-
79959586203
-
Compressive sensing SAR image reconstruction based on Bayesian framework and evolutionary computation
-
Jul.
-
J. Wu, F. Liu, L. C. Jiao, and X. Wang, "Compressive sensing SAR image reconstruction based on Bayesian framework and evolutionary computation," IEEE Trans. Image Process., vol. 20, no. 7, pp. 1904-1911, Jul. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.7
, pp. 1904-1911
-
-
Wu, J.1
Liu, F.2
Jiao, L.C.3
Wang, X.4
-
5
-
-
84864036295
-
Efficient sparse coding algorithms
-
H. Lee, A. Battle, R. Raina, and A. Y. Ng, "Efficient sparse coding algorithms," in Proc. 19th Conf. Adv. Neural Inf. Process. Syst., vol. 19, pp. 801-808, 2007.
-
(2007)
Proc. 19th Conf. Adv. Neural Inf. Process. Syst.
, vol.19
, pp. 801-808
-
-
Lee, H.1
Battle, A.2
Raina, R.3
Ng, A.Y.4
-
6
-
-
78651090983
-
Fast l1-minimization algorithms and an application in robust face recognition: A review
-
Sep.
-
A. Y. Yang, S. S. Sastry, A. Ganesh, and Y. Ma, "Fast l1-minimization algorithms and an application in robust face recognition: A review," in Proc. 17th IEEE Int. Conf. Image Process., Sep. 2010, pp. 1849-1852.
-
(2010)
Proc. 17th IEEE Int. Conf. Image Process.
, pp. 1849-1852
-
-
Yang, A.Y.1
Sastry, S.S.2
Ganesh, A.3
Ma, Y.4
-
7
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
Dec.
-
M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 586-597, Dec. 2007.
-
(2007)
IEEE J. Sel. Topics Signal Process.
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
8
-
-
69949164527
-
Iterative hard thresholding for compressed sensing
-
T. Blumensath and M. E. Davies, "Iterative hard thresholding for compressed sensing," Appl. Comput. Harmonic Anal., vol. 27, no. 3, pp. 265-274, 2009.
-
(2009)
Appl. Comput. Harmonic Anal.
, vol.27
, Issue.3
, pp. 265-274
-
-
Blumensath, T.1
Davies, M.E.2
-
9
-
-
0003841249
-
-
Ph.D. dissertation Dept. Math., Courant Inst. of Math. Sci., New York Univ., New York, NY, USA
-
G. Davis, "Adaptive nonlinear approximations," Ph.D. dissertation, Dept. Math., Courant Inst. of Math. Sci., New York Univ., New York, NY, USA, 1994.
-
(1994)
Adaptive Nonlinear Approximations
-
-
Davis, G.1
-
10
-
-
0031541839
-
Adaptive greedy approximations
-
G. Davis, S. Mallat, and M. Avellaneda, "Adaptive greedy approximations," Constructive Approx., vol. 13, no. 1, pp. 57-98, 1997.
-
(1997)
Constructive Approx.
, vol.13
, Issue.1
, pp. 57-98
-
-
Davis, G.1
Mallat, S.2
Avellaneda, M.3
-
11
-
-
0009270747
-
The best m-term approximation and greedy algorithms
-
V. N. Temlyakov, "The best m-term approximation and greedy algorithms," Adv. Comput. Math., vol. 8, no. 3, pp. 249-265, 1998.
-
(1998)
Adv. Comput. Math.
, vol.8
, Issue.3
, pp. 249-265
-
-
Temlyakov, V.N.1
-
12
-
-
77949703326
-
Normalized iterative hard thresholding: Guaranteed stability and performance
-
Apr.
-
T. Blumensath and M. Davies, "Normalized iterative hard thresholding: Guaranteed stability and performance," IEEE J. Sel. Topics Signal Process., vol. 4, no. 2, pp. 298-309, Apr. 2010.
-
(2010)
IEEE J. Sel. Topics Signal Process.
, vol.4
, Issue.2
, pp. 298-309
-
-
Blumensath, T.1
Davies, M.2
-
13
-
-
84871085657
-
L1/2 regularization: A thresholding representation theory and a fast solver
-
Jul.
-
Z. Xu, X. Chang, F. Xu, and H. Zhang, "L1/2 regularization: A thresholding representation theory and a fast solver," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 7, pp. 1013-1027, Jul. 2012.
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.23
, Issue.7
, pp. 1013-1027
-
-
Xu, Z.1
Chang, X.2
Xu, F.3
Zhang, H.4
-
14
-
-
44849087307
-
Bayesian compressive sensing
-
Jun.
-
S. Ji, Y. Xue, and L. Carin, "Bayesian compressive sensing," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2346-2356, Jun. 2008.
-
(2008)
IEEE Trans. Signal Process.
, vol.56
, Issue.6
, pp. 2346-2356
-
-
Ji, S.1
Xue, Y.2
Carin, L.3
-
15
-
-
55349134896
-
Fast solution of l1 norm minimization problems when the solution may be sparse
-
Nov.
-
D. L. Donoho and Y. Tsaig, "Fast solution of l1 norm minimization problems when the solution may be sparse," IEEE Trans. Inf. Theory, vol. 54, no. 11, pp. 4789-4812, Nov. 2008.
-
(2008)
IEEE Trans. Inf. Theory
, vol.54
, Issue.11
, pp. 4789-4812
-
-
Donoho, D.L.1
Tsaig, Y.2
-
16
-
-
33646796359
-
Homotopy continuation for sparse signal representation
-
Mar.
-
D. M. Malioutov, M. Cetin, and A. S. Willsky, "Homotopy continuation for sparse signal representation," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Process., Mar. 2005, vol. 5, pp. 733-736.
-
(2005)
Proc. IEEE Int. Conf. Acoustics, Speech, Signal Process.
, vol.5
, pp. 733-736
-
-
Malioutov, D.M.1
Cetin, M.2
Willsky, A.S.3
-
17
-
-
33947690665
-
Sparse approximation via iterative thresholding
-
May
-
K. K. Herrity, A. C. Gilbert, and J. A. Tropp, "Sparse approximation via iterative thresholding," in Proc. IEEE Int. Conf. Acoustics, Speech Signal Process., May 2006, vol. 3, pp. 624-627.
-
(2006)
Proc. IEEE Int. Conf. Acoustics, Speech Signal Process.
, vol.3
, pp. 624-627
-
-
Herrity, K.K.1
Gilbert, A.C.2
Tropp, J.A.3
-
18
-
-
84876908112
-
A novel selection evolutionary strategy for constrained optimization
-
L. Jiao, L. Li, R. Shang, F. Liu, and R. Stolkin, "A novel selection evolutionary strategy for constrained optimization," Inf. Sci., vol. 239, no. 1, pp. 122-141, 2013.
-
(2013)
Inf. Sci.
, vol.239
, Issue.1
, pp. 122-141
-
-
Jiao, L.1
Li, L.2
Shang, R.3
Liu, F.4
Stolkin, R.5
-
19
-
-
34147125054
-
Single/multi-objective inverse robust evolutionary design methodology in the presence of uncertainty
-
S. Yang, Y. Ong, and Y. Jin, Eds. Berlin, Germany: Springer
-
D. Lim, Y. S. Ong, M. H. Lim, and Y. Jin, "Single/multi-objective inverse robust evolutionary design methodology in the presence of uncertainty," in Evolutionary Computation in Dynamic and Uncertain Environments, vol. 51, S. Yang, Y. Ong, and Y. Jin, Eds. Berlin, Germany: Springer, 2007, pp. 437-456.
-
(2007)
Evolutionary Computation in Dynamic and Uncertain Environments
, vol.51
, pp. 437-456
-
-
Lim, D.1
Ong, Y.S.2
Lim, M.H.3
Jin, Y.4
-
20
-
-
9644257194
-
Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction
-
H. Wang, S. Kwong, Y. Jin, W. Wei, and K. Man, "Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction," Fuzzy Sets Syst., vol. 149, no. 1, pp. 149-186, 2005.
-
(2005)
Fuzzy Sets Syst.
, vol.149
, Issue.1
, pp. 149-186
-
-
Wang, H.1
Kwong, S.2
Jin, Y.3
Wei, W.4
Man, K.5
-
21
-
-
34548108555
-
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
-
Dec.
-
Q. Zhang and H. Li, "MOEA/D: A multiobjective evolutionary algorithm based on decomposition," IEEE Trans. Evol. Comput., vol. 11, no. 6, pp. 712-731, Dec. 2007.
-
(2007)
IEEE Trans. Evol. Comput.
, vol.11
, Issue.6
, pp. 712-731
-
-
Zhang, Q.1
Li, H.2
-
22
-
-
33947426462
-
A multiobjective optimization-based evolutionary algorithm for constrained optimization
-
Dec.
-
Z. Cai and Y. Wang, "A multiobjective optimization-based evolutionary algorithm for constrained optimization," IEEE Trans. Evol. Comput., vol. 10, no. 6, pp. 658-675, Dec. 2006.
-
(2006)
IEEE Trans. Evol. Comput.
, vol.10
, Issue.6
, pp. 658-675
-
-
Cai, Z.1
Wang, Y.2
-
23
-
-
0036530772
-
A fast and elitist multiobjective genetic algorithm: NSGA-II
-
Apr.
-
K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002.
-
(2002)
IEEE Trans. Evol. Comput.
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
24
-
-
43449135303
-
Pareto-based multiobjective machine learning: An overview and case studies
-
May
-
Y. Jin and B. Sendhoff, "Pareto-based multiobjective machine learning: An overview and case studies," IEEE Trans. Syst., Man, Cybern.C, Appl. Rev., vol. 38, no. 3, pp. 397-415, May 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern.C, Appl. Rev.
, vol.38
, Issue.3
, pp. 397-415
-
-
Jin, Y.1
Sendhoff, B.2
-
26
-
-
32544431928
-
Evolving hybrid ensembles of learning machines for better generalisation
-
A. Chandra and X. Yao, "Evolving hybrid ensembles of learning machines for better generalisation," Neurocomputing, vol. 69, nos. 7-9, pp. 686-700, 2006.
-
(2006)
Neurocomputing
, vol.69
, Issue.7-9
, pp. 686-700
-
-
Chandra, A.1
Yao, X.2
-
27
-
-
78149249078
-
Multiobjective neural network ensembles based on regularized negative correlation learning
-
Dec.
-
H. Chen and X. Yao, "Multiobjective neural network ensembles based on regularized negative correlation learning," IEEE Trans. Knowl. Data Eng., vol. 22, no. 12, pp. 1738-1751, Dec. 2010.
-
(2010)
IEEE Trans. Knowl. Data Eng.
, vol.22
, Issue.12
, pp. 1738-1751
-
-
Chen, H.1
Yao, X.2
-
28
-
-
69249166079
-
Multiobjective evolutionary algorithm with controllable focus on the knees of the Pareto front
-
Aug.
-
L. Rachmawati and D. Srinivasan, "Multiobjective evolutionary algorithm with controllable focus on the knees of the Pareto front," IEEE Trans. Evol. Comput., vol. 13, no. 4, pp. 810-824, Aug. 2009.
-
(2009)
IEEE Trans. Evol. Comput.
, vol.13
, Issue.4
, pp. 810-824
-
-
Rachmawati, L.1
Srinivasan, D.2
-
29
-
-
35048874287
-
Finding knees in multiobjective optimization
-
LNCS 3242
-
J. Branke, K. Deb, H. Dierolf, and M. Osswald, "Finding knees in multiobjective optimization," in Proc. 8th Conf. PPSN, 2004, LNCS 3242, pp. 722-731.
-
(2004)
Proc. 8th Conf. PPSN
, pp. 722-731
-
-
Branke, J.1
Deb, K.2
Dierolf, H.3
Osswald, M.4
-
30
-
-
80051859362
-
Understanding knee points in bicriteria problems and their implications as preferred solution principles
-
K. Deb and S. Gupta, "Understanding knee points in bicriteria problems and their implications as preferred solution principles," Eng. Optimiz., vol. 43, no. 11, pp. 1175-1204, 2011.
-
(2011)
Eng. Optimiz.
, vol.43
, Issue.11
, pp. 1175-1204
-
-
Deb, K.1
Gupta, S.2
-
31
-
-
0033208104
-
On characterizing the 'knee' of the Pareto curve based on normal-boundary intersection
-
I. Das, "On characterizing the 'knee' of the Pareto curve based on normal-boundary intersection," Structural Multidisciplinary Optimiz., vol. 18, no. 2, pp. 107-115, 1999.
-
(1999)
Structural Multidisciplinary Optimiz.
, vol.18
, Issue.2
, pp. 107-115
-
-
Das, I.1
-
32
-
-
14844318807
-
Digital filter design using multiple Pareto fronts
-
T. Schnier, X. Yao, and P. Liu, "Digital filter design using multiple Pareto fronts," Soft Comput., vol. 8, no. 5, pp. 332-343, 2004.
-
(2004)
Soft Comput.
, vol.8
, Issue.5
, pp. 332-343
-
-
Schnier, T.1
Yao, X.2
Liu, P.3
-
33
-
-
79953183586
-
Software module clustering as a multi-objective search problem
-
Mar.-Apr.
-
K. Praditwong, M. Harman, and X. Yao, "Software module clustering as a multi-objective search problem," IEEE Trans. Softw. Eng., vol. 37, no. 2, pp. 264-282, Mar.-Apr. 2011.
-
(2011)
IEEE Trans. Softw. Eng.
, vol.37
, Issue.2
, pp. 264-282
-
-
Praditwong, K.1
Harman, M.2
Yao, X.3
-
34
-
-
34547327319
-
Improved pruning of non-dominated solutions based on crowding distance for bi-objective optimization problems
-
S. Kukkonen and K. Deb, "Improved pruning of non-dominated solutions based on crowding distance for bi-objective optimization problems," in Proc. WCCI, 2006, pp. 1179-1186.
-
(2006)
Proc. WCCI
, pp. 1179-1186
-
-
Kukkonen, S.1
Deb, K.2
-
35
-
-
78649251519
-
Apaptive ranks clone and k-nearest neighbour list based immune multi-objective optimization
-
D. Yang, L. Jiao, M. Gong, and J. Feng, "Apaptive ranks clone and k-nearest neighbour list based immune multi-objective optimization," Comput. Intell., vol. 26, no. 4, pp. 359-385, 2010.
-
(2010)
Comput. Intell.
, vol.26
, Issue.4
, pp. 359-385
-
-
Yang, D.1
Jiao, L.2
Gong, M.3
Feng, J.4
-
36
-
-
0030713683
-
A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm
-
Apr.
-
A. Neubauer, "A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm," in Proc. IEEE Int. Conf. Evol. Comput., Apr. 1997, pp. 93-96.
-
(1997)
Proc. IEEE Int. Conf. Evol. Comput.
, pp. 93-96
-
-
Neubauer, A.1
-
37
-
-
0000308566
-
Real-coded genetic algorithms and interval-schemata
-
D. L. Whitley, Ed., San Mateo, CA
-
L. J. Eshelman, "Real-coded genetic algorithms and interval-schemata," in Proc. Foundations Genetic Algorithms II, D. L. Whitley, Ed., San Mateo, CA, pp. 187-202, 1993.
-
(1993)
Proc. Foundations Genetic Algorithms II
, pp. 187-202
-
-
Eshelman, L.J.1
-
38
-
-
67650178787
-
Sparse reconstruction by separable approximation
-
Jun.
-
S. J. Wright, R. D. Nowak, and M. A. T. Figueiredo, "Sparse reconstruction by separable approximation," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2479-2493, Jun. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.7
, pp. 2479-2493
-
-
Wright, S.J.1
Nowak, R.D.2
Figueiredo, M.A.T.3
-
39
-
-
53349163971
-
-
Dept. Comput. Appl. Math., Rice Univ., Houston, TX, USA, Tech. Rep. TR07-07
-
E. T. Hale, W. Yin, and Y. Zhang, "A fixed-point continuation method for l1-regularized minimization with applications to compressed sensing," Dept. Comput. Appl. Math., Rice Univ., Houston, TX, USA, Tech. Rep. TR07-07, 2007.
-
(2007)
A Fixed-point Continuation Method for l1-regularized Minimization with Applications to Compressed Sensing
-
-
Hale, E.T.1
Yin, W.2
Zhang, Y.3
-
40
-
-
77956343124
-
Multi-objective approaches to optimal testing resource allocation in modular software systems
-
Sep.
-
Z. Wang, K. Tang, and X. Yao, "Multi-objective approaches to optimal testing resource allocation in modular software systems," IEEE Trans. Reliab., vol. 59, no. 3, pp. 563-575, Sep. 2010.
-
(2010)
IEEE Trans. Reliab.
, vol.59
, Issue.3
, pp. 563-575
-
-
Wang, Z.1
Tang, K.2
Yao, X.3
-
41
-
-
0029322622
-
An introduction to wavelets
-
A. Graps, "An introduction to wavelets," IEEE Comput. Sci. Eng., vol. 2, no. 2, pp. 50-61, 1995.
-
(1995)
IEEE Comput. Sci. Eng.
, vol.2
, Issue.2
, pp. 50-61
-
-
Graps, A.1
-
42
-
-
0035273106
-
Atomic decomposition by basis pursuit
-
S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol. 43, no. 1, pp. 129-159, 2001.
-
(2001)
SIAM Rev.
, vol.43
, Issue.1
, pp. 129-159
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
43
-
-
85014561619
-
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
-
A. Beck and M. Teboulle, "A fast iterative shrinkage-thresholding algorithm for linear inverse problems," SIAM J. Imag. Sci., vol. 2, no. 1, pp. 183-202, 2009.
-
(2009)
SIAM J. Imag. Sci.
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
44
-
-
79952307213
-
Alternating direction algorithms for l1-problems in compressive sensing
-
J. Yang and Y. Zhang, "Alternating direction algorithms for l1-problems in compressive sensing," SIAM J. Sci. Comput., vol. 33, no. 1, pp. 250-278, 2011.
-
(2011)
SIAM J. Sci. Comput.
, vol.33
, Issue.1
, pp. 250-278
-
-
Yang, J.1
Zhang, Y.2
-
45
-
-
84914107202
-
-
l-1
-
A. Y. Yang et al. (2009). l-1 Benchmark Package [Online]. Available: http://www.eecs.berkeley.edu/yang/software/l1benchmark/l1benchmark.zip
-
(2009)
Benchmark Package
-
-
Yang, A.Y.1
-
46
-
-
63049133240
-
-
Dept. Computer Science, Univ. Brit. Columbia, Vancouver, U.K., Tech. Rep. TR-2007-20 Oct.
-
E. V. Berg, M. P. Friedlander, G. Hennenfent, F. Herrmann, R. Saab, and Apcode Ä. Yilmaz, "Sparco: A testing framework for sparse reconstruction," Dept. Computer Science, Univ. Brit. Columbia, Vancouver, U.K., Tech. Rep. TR-2007-20, Oct. 2007.
-
(2007)
Sparco: A Testing Framework for Sparse Reconstruction
-
-
Berg, E.V.1
Friedlander, M.P.2
Hennenfent, G.3
Herrmann, F.4
Saab, R.5
Yilmaz, O.6
|