Department of Mathematics

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#	Title	Journal	Year	Citations
1	SDPT3 — A Matlab software package for semidefinite programming, Version 1.3	Optimization Methods and Software	1999	1,426
2	Solving semidefinite-quadratic-linear programs using SDPT3	Mathematical Programming	2003	884
3	Gene network interconnectedness and the generalized topological overlap measure	BMC Bioinformatics	2007	567
4	Removing Rain from a Single Image via Discriminative Sparse Coding		2015	484
5	Dynamic equations on time scales: a survey	Journal of Computational and Applied Mathematics	2002	472
6	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine	Neurocomputing	2003	471
7	Basic Calculus on Time Scales and some of its Applications	Resultate Der Mathematik	1999	409
8	Quantitative evaluation of 10 tractography algorithms on a realistic diffusion MR phantom	NeuroImage	2011	376
9	Positive Solutions of Differential, Difference and Integral Equations		1999	352
10	Semidefinite Programming Approaches for Sensor Network Localization With Noisy Distance Measurements	IEEE Transactions on Automation Science and Engineering	2006	347
11	Robust video denoising using low rank matrix completion		2010	315
12	Classification of solutions of higher order conformally invariant equations	Mathematische Annalen	1999	281
13	A framelet-based image inpainting algorithm	Applied and Computational Harmonic Analysis	2008	280
14	Real time robust L1 tracker using accelerated proximal gradient approach		2012	264
15	Frames and Stable Bases for Shift-Invariant Subspaces of L₂(ℝ^d)	Canadian Journal of Mathematics	1995	262
16	Image restoration: Total variation, wavelet frames, and beyond	Journal of the American Mathematical Society	2012	259
17	Viewpoint Invariant Texture Description Using Fractal Analysis	International Journal of Computer Vision	2009	252
18	Linearized Bregman iterations for compressed sensing	Mathematics of Computation	2009	244
19	Affine systems inL 2 (ℝ d ) II: Dual systems	Journal of Fourier Analysis and Applications	1997	242
20	The exact law of large numbers via Fubini extension and characterization of insurable risks	Journal of Economic Theory	2006	236
21	Data-driven tight frame construction and image denoising	Applied and Computational Harmonic Analysis	2014	201
22	On the algebraic structure of quasi-cyclic codes .I. Finite fields	IEEE Transactions on Information Theory	2001	200
23	Strategy and stationary pattern in a three-species predator–prey model	Journal of Differential Equations	2004	199
24	Distinguishing string selection problems	Information and Computation	2003	198
25	Framelet-Based Blind Motion Deblurring From a Single Image	IEEE Transactions on Image Processing	2012	192
26	Numerical simulation of 3D bubbles rising in viscous liquids using a front tracking method	Journal of Computational Physics	2008	184
27	Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition	IEEE Transactions on Neural Networks and Learning Systems	2013	184
28	Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image		2020	172
29	A survey of partial difference sets	Designs, Codes, and Cryptography	1994	159
30	Sturm-Liouville eigenvalue problems on time scales	Applied Mathematics and Computation	1999	159
31	Semismooth Matrix-Valued Functions	Mathematics of Operations Research	2002	159
32	Twisted crossed products of C*-algebras	Mathematical Proceedings of the Cambridge Philosophical Society	1989	154
33	(null)	Computational Optimization and Applications	2003	153
34	Robust principal component analysis-based four-dimensional computed tomography	Physics in Medicine and Biology	2011	149
35	Quaternionic determinants	Mathematical Intelligencer	1996	143
36	Tight frame: an efficient way for high-resolution image reconstruction	Applied and Computational Harmonic Analysis	2004	142
37	Convergence of the linearized Bregman iteration for ℓ₁-norm minimization	Mathematics of Computation	2009	140
38	Qualitative analysis of a ratio-dependent predator–prey system with diffusion	Proceedings of the Royal Society of Edinburgh Section A: Mathematics	2003	137
39	Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis	IEEE Transactions on Pattern Analysis and Machine Intelligence	2016	137
40	Optimal error estimates of finite difference methods for the Gross-Pitaevskii equation with angular momentum rotation	Mathematics of Computation	2012	130
41	Blind motion deblurring from a single image using sparse approximation		2009	129
42	The Strong Second-Order Sufficient Condition and Constraint Nondegeneracy in Nonlinear Semidefinite Programming and Their Implications	Mathematics of Operations Research	2006	127
43	Incorporating Asymmetric Distributional Information in Robust Value-at-Risk Optimization	Management Science	2008	125
44	Rigidity of multi-graphs. I. Linking rigid bodies in n-space	Journal of Combinatorial Theory Series B	1984	119
45	Improved anticancer drug response prediction in cell lines using matrix factorization with similarity regularization	BMC Cancer	2017	118
46	Wavelet frame based blind image inpainting	Applied and Computational Harmonic Analysis	2012	116
47	Cyclotomic Linear Codes of Order $3$	IEEE Transactions on Information Theory	2007	114
48	SDPNAL $$+$$ + : a majorized semismooth Newton-CG augmented Lagrangian method for semidefinite programming with nonnegative constraints	Mathematical Programming Computation	2015	114
49	Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study	IEEE Transactions on Medical Imaging	2014	112
50	Learning-Based Compressive MRI	IEEE Transactions on Medical Imaging	2018	112

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