Theoretical Computer Science

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Top Articles

#	Title	Journal	Year	Citations
1	U-Net: Convolutional Networks for Biomedical Image Segmentation	Lecture Notes in Computer Science	2015	27,139
2	LIBSVM	ACM Transactions on Intelligent Systems and Technology	2011	25,138
3	The Structure and Function of Complex Networks	SIAM Review	2003	14,326
4	Microsoft COCO: Common Objects in Context	Lecture Notes in Computer Science	2014	12,775
5	A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting	Journal of Computer and System Sciences	1997	12,470
6	SSD: Single Shot MultiBox Detector	Lecture Notes in Computer Science	2016	11,879
7	Data clustering	ACM Computing Surveys	1999	10,544
8	The concept of a linguistic variable and its application to approximate reasoning—I	Information Sciences	1975	10,321
9	A tutorial on support vector regression	Statistics and Computing	2004	8,373
10	CBAM: Convolutional Block Attention Module	Lecture Notes in Computer Science	2018	7,331
11	Anomaly detection	ACM Computing Surveys	2009	7,176
12	Tensor Decompositions and Applications	SIAM Review	2009	7,108
13	A tutorial on spectral clustering	Statistics and Computing	2007	6,927
14	Power-Law Distributions in Empirical Data	SIAM Review	2009	6,595
15	Graph-Based Algorithms for Boolean Function Manipulation	IEEE Transactions on Computers	1986	6,529
16	Fractional Brownian Motions, Fractional Noises and Applications	SIAM Review	1968	6,147
17	Visualizing and Understanding Convolutional Networks	Lecture Notes in Computer Science	2014	5,890
18	Machine learning in automated text categorization	ACM Computing Surveys	2002	5,873
19	Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions	SIAM Journal on Optimization	1998	5,762
20	GSA: A Gravitational Search Algorithm	Information Sciences	2009	5,379
21	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	Lecture Notes in Computer Science	2018	5,282
22	A theory of timed automata	Theoretical Computer Science	1994	5,188
23	Face recognition	ACM Computing Surveys	2003	4,953
24	The Anatomy of the Grid: Enabling Scalable Virtual Organizations	International Journal of High Performance Computing Applications	2001	4,854
25	The Mathematics of Infectious Diseases	SIAM Review	2000	4,795
26	Introduction to special issue on large-scale machine learning	ACM Transactions on Intelligent Systems and Technology	2011	4,794
27	The concept of a linguistic variable and its application to approximate reasoning-III	Information Sciences	1975	4,693
28	WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility	Statistics and Computing	2000	4,470
29	A Singular Value Thresholding Algorithm for Matrix Completion	SIAM Journal on Optimization	2010	4,242
30	Perceptual Losses for Real-Time Style Transfer and Super-Resolution	Lecture Notes in Computer Science	2016	4,037
31	Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems	Lecture Notes in Computer Science	2001	3,986
32	Identity-Based Encryption from the Weil Pairing	Lecture Notes in Computer Science	2001	3,953
33	Atomic Decomposition by Basis Pursuit	SIAM Review	2001	3,868
34	Object tracking	ACM Computing Surveys	2006	3,845
35	Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates	Mathematics and Computers in Simulation	2001	3,693
36	Z3: An Efficient SMT Solver	Lecture Notes in Computer Science	2008	3,666
37	Identity Mappings in Deep Residual Networks	Lecture Notes in Computer Science	2016	3,665
38	Ensemble Methods in Machine Learning	Lecture Notes in Computer Science	2000	3,642
39	Discrete Cosine Transform	IEEE Transactions on Computers	1974	3,511
40	Twitter mood predicts the stock market	Journal of Computational Science	2011	3,478
41	A survey of image registration techniques	ACM Computing Surveys	1992	3,447
42	End-to-End Object Detection with Transformers	Lecture Notes in Computer Science	2020	3,432
43	Semidefinite Programming	SIAM Review	1996	3,418
44	Renormalization group analysis of turbulence. I. Basic theory	Journal of Scientific Computing	1986	3,379
45	On sequential Monte Carlo sampling methods for Bayesian filtering	Statistics and Computing	2000	3,335
46	Voronoi diagrams—a survey of a fundamental geometric data structure	ACM Computing Surveys	1991	3,299
47	Linear logic	Theoretical Computer Science	1987	3,288
48	Julia: A Fresh Approach to Numerical Computing	SIAM Review	2017	3,220
49	Analysis of Discrete Ill-Posed Problems by Means of the L-Curve	SIAM Review	1992	3,153
50	A genetic algorithm tutorial	Statistics and Computing	1994	3,018
51	UNet++: A Nested U-Net Architecture for Medical Image Segmentation	Lecture Notes in Computer Science	2018	2,913
52	A Calculus of Communicating Systems	Lecture Notes in Computer Science	1980	2,799
53	Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC	Statistics and Computing	2017	2,776
54	A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization: NSGA-II	Lecture Notes in Computer Science	2000	2,772
55	Federated Machine Learning	ACM Transactions on Intelligent Systems and Technology	2019	2,687
56	A Nonlinear Mapping for Data Structure Analysis	IEEE Transactions on Computers	1969	2,685
57	An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds	SIAM Journal on Optimization	1996	2,653
58	On Upstream Differencing and Godunov-Type Schemes for Hyperbolic Conservation Laws	SIAM Review	1983	2,638
59	The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver	IEEE Transactions on Computers	1980	2,617
60	A calculus of mobile processes, I	Information and Computation	1992	2,527
61	Probabilistic encryption	Journal of Computer and System Sciences	1984	2,464
62	Metaheuristics in combinatorial optimization	ACM Computing Surveys	2003	2,445
63	Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization	SIAM Review	2010	2,443
64	Image retrieval	ACM Computing Surveys	2008	2,430
65	Fuzzy Identity-Based Encryption	Lecture Notes in Computer Science	2005	2,424
66	The Sybil Attack	Lecture Notes in Computer Science	2002	2,402
67	The interdisciplinary study of coordination	ACM Computing Surveys	1994	2,388
68	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	Lecture Notes in Computer Science	2016	2,388
69	The many faces of publish/subscribe	ACM Computing Surveys	2003	2,358
70	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	SIAM Review	2011	2,357
71	ROUGH FUZZY SETS AND FUZZY ROUGH SETS*	International Journal of General Systems	1990	2,330
72	Timing Attacks on Implementations of Diffie-Hellman, RSA, DSS, and Other Systems	Lecture Notes in Computer Science	1996	2,328
73	Firefly Algorithms for Multimodal Optimization	Lecture Notes in Computer Science	2009	2,322
74	The particle swarm optimization algorithm: convergence analysis and parameter selection	Information Processing Letters	2003	2,320
75	DBpedia: A Nucleus for a Web of Open Data	Lecture Notes in Computer Science	2007	2,317
76	Machine Learning for High-Speed Corner Detection	Lecture Notes in Computer Science	2006	2,310
77	Learning a Deep Convolutional Network for Image Super-Resolution	Lecture Notes in Computer Science	2014	2,310
78	An Algorithmic Introduction to Numerical Simulation of Stochastic Differential Equations	SIAM Review	2001	2,307
79	The Algorithmic Foundations of Differential Privacy	Foundations and Trends in Theoretical Computer Science	2013	2,288
80	The concept of a linguistic variable and its application to approximate reasoning—II	Information Sciences	1975	2,251
81	A survey on concept drift adaptation	ACM Computing Surveys	2014	2,221
82	Mixture Densities, Maximum Likelihood and the EM Algorithm	SIAM Review	1984	2,194
83	Optical tomography in medical imaging	Inverse Problems	1999	2,176
84	Parameter selection in particle swarm optimization	Lecture Notes in Computer Science	1998	2,169
85	ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design	Lecture Notes in Computer Science	2018	2,162
86	Stacked Hourglass Networks for Human Pose Estimation	Lecture Notes in Computer Science	2016	2,160
87	Aspect-oriented programming	Lecture Notes in Computer Science	1997	2,119
88	Normal-Boundary Intersection: A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems	SIAM Journal on Optimization	1998	2,117
89	Operations on fuzzy numbers	International Journal of Systems Science	1978	2,109
90	Similarity relations and fuzzy orderings	Information Sciences	1971	2,105
91	Data-intensive applications, challenges, techniques and technologies: A survey on Big Data	Information Sciences	2014	2,076
92	Firefly algorithm, stochastic test functions and design optimisation	International Journal of Bio-Inspired Computation	2010	2,075
93	An algorithm for drawing general undirected graphs	Information Processing Letters	1989	2,033
94	Multiscale vessel enhancement filtering	Lecture Notes in Computer Science	1998	2,012
95	Indoor Segmentation and Support Inference from RGBD Images	Lecture Notes in Computer Science	2012	2,011
96	From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images	SIAM Review	2009	1,972
97	Bundle Adjustment — A Modern Synthesis	Lecture Notes in Computer Science	2000	1,968
98	Some geometric aggregation operators based on intuitionistic fuzzy sets	International Journal of General Systems	2006	1,967
99	Reservoir computing approaches to recurrent neural network training	Computer Science Review	2009	1,963
100	A Survey of Methods for Explaining Black Box Models	ACM Computing Surveys	2019	1,952

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