| # | Title | Journal | Year | Citations |
|---|
| 1 | Random Forests | Machine Learning | 2001 | 78,137 |
| 2 | Distinctive Image Features from Scale-Invariant Keypoints | International Journal of Computer Vision | 2004 | 42,314 |
| 3 | A new look at the statistical model identification | IEEE Transactions on Automatic Control | 1974 | 39,174 |
| 4 | Support-vector networks | Machine Learning | 1995 | 38,107 |
| 5 | Fast Parallel Algorithms for Short-Range Molecular Dynamics | Journal of Computational Physics | 1995 | 35,279 |
| 6 | Image Quality Assessment: From Error Visibility to Structural Similarity | IEEE Transactions on Image Processing | 2004 | 34,925 |
| 7 | Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology | MIS Quarterly: Management Information Systems | 1989 | 34,035 |
| 8 | A fast and elitist multiobjective genetic algorithm: NSGA-II | IEEE Transactions on Evolutionary Computation | 2002 | 32,998 |
| 9 | Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support | Journal of Biomedical Informatics | 2009 | 32,739 |
| 10 | U-Net: Convolutional Networks for Biomedical Image Segmentation | Lecture Notes in Computer Science | 2015 | 27,139 |
| 11 | ImageNet Large Scale Visual Recognition Challenge | International Journal of Computer Vision | 2015 | 24,215 |
| 12 | User Acceptance of Information Technology: Toward a Unified View | MIS Quarterly: Management Information Systems | 2003 | 21,969 |
| 13 | (null) | Journal of Global Optimization | 1997 | 20,938 |
| 14 | Compressed sensing | IEEE Transactions on Information Theory | 2006 | 20,437 |
| 15 | Bagging predictors | Machine Learning | 1996 | 18,759 |
| 16 | Numerical integration of the cartesian equations of motion of a system with constraints: molecular dynamics of n-alkanes | Journal of Computational Physics | 1977 | 18,418 |
| 17 | The Psychophysics Toolbox | Spatial Vision | 1997 | 15,713 |
| 18 | An introduction to ROC analysis | Pattern Recognition Letters | 2006 | 14,987 |
| 19 | A Survey on Transfer Learning | IEEE Transactions on Knowledge and Data Engineering | 2010 | 14,602 |
| 20 | GROMACS 4: Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation | Journal of Chemical Theory and Computation | 2008 | 13,875 |
| 21 | Snakes: Active contour models | International Journal of Computer Vision | 1988 | 13,615 |
| 22 | Microsoft COCO: Common Objects in Context | Lecture Notes in Computer Science | 2014 | 12,775 |
| 23 | A Tutorial on Support Vector Machines for Pattern Recognition | Data Mining and Knowledge Discovery | 1998 | 12,673 |
| 24 | Volume of fluid (VOF) method for the dynamics of free boundaries | Journal of Computational Physics | 1981 | 12,164 |
| 25 | The Pascal Visual Object Classes (VOC) Challenge | International Journal of Computer Vision | 2010 | 12,097 |
| 26 | Induction of decision trees | Machine Learning | 1986 | 12,034 |
| 27 | Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information | IEEE Transactions on Information Theory | 2006 | 11,987 |
| 28 | SSD: Single Shot MultiBox Detector | Lecture Notes in Computer Science | 2016 | 11,879 |
| 29 | Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers | Foundations and Trends in Machine Learning | 2010 | 11,791 |
| 30 | Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations | Journal of Computational Physics | 1988 | 11,578 |
| 31 | Grey Wolf Optimizer | Advances in Engineering Software | 2014 | 11,382 |
| 32 | Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support | Journal of Biomedical Informatics | 2009 | 11,374 |
| 33 | The REDCap consortium: Building an international community of software platform partners | Journal of Biomedical Informatics | 2019 | 11,010 |
| 34 | Speeded-Up Robust Features (SURF) | Computer Vision and Image Understanding | 2008 | 10,820 |
| 35 | Cooperative Diversity in Wireless Networks: Efficient Protocols and Outage Behavior | IEEE Transactions on Information Theory | 2004 | 10,614 |
| 36 | Extreme learning machine: Theory and applications | Neurocomputing | 2006 | 10,570 |
| 37 | Robust Real-Time Face Detection | International Journal of Computer Vision | 2004 | 10,533 |
| 38 | Nearest neighbor pattern classification | IEEE Transactions on Information Theory | 1967 | 10,500 |
| 39 | The concept of a linguistic variable and its application to approximate reasoning—I | Information Sciences | 1975 | 10,321 |
| 40 | Consensus Problems in Networks of Agents With Switching Topology and Time-Delays | IEEE Transactions on Automatic Control | 2004 | 10,205 |
| 41 | Least squares quantization in PCM | IEEE Transactions on Information Theory | 1982 | 10,119 |
| 42 | New directions in cryptography | IEEE Transactions on Information Theory | 1976 | 10,009 |
| 43 | The VideoToolbox software for visual psychophysics: transforming numbers into movies | Spatial Vision | 1997 | 9,392 |
| 44 | No free lunch theorems for optimization | IEEE Transactions on Evolutionary Computation | 1997 | 9,270 |
| 45 | Welcome to the Tidyverse | Journal of Open Source Software | 2019 | 9,245 |
| 46 | Social Network Sites: Definition, History, and Scholarship | Journal of Computer-Mediated Communication | 2007 | 9,121 |
| 47 | Ant system: optimization by a colony of cooperating agents | IEEE Transactions on Systems, Man, and Cybernetics | 1996 | 8,864 |
| 48 | Visualization and analysis of atomistic simulation data with OVITO–the Open Visualization Tool | Modelling and Simulation in Materials Science and Engineering | 2010 | 8,805 |
| 49 | Software survey: VOSviewer, a computer program for bibliometric mapping | Scientometrics | 2010 | 8,777 |
| 50 | Internet of Things (IoT): A vision, architectural elements, and future directions | Future Generation Computer Systems | 2013 | 8,719 |
| 51 | Approximate Riemann solvers, parameter vectors, and difference schemes | Journal of Computational Physics | 1981 | 8,613 |
| 52 | A perfectly matched layer for the absorption of electromagnetic waves | Journal of Computational Physics | 1994 | 8,574 |
| 53 | Active contours without edges | IEEE Transactions on Image Processing | 2001 | 8,453 |
| 54 | An application-specific protocol architecture for wireless microsensor networks | IEEE Transactions on Wireless Communications | 2002 | 8,330 |
| 55 | The Whale Optimization Algorithm | Advances in Engineering Software | 2016 | 8,099 |
| 56 | Q-learning | Machine Learning | 1992 | 8,093 |
| 57 | A survey on deep learning in medical image analysis | Medical Image Analysis | 2017 | 7,976 |
| 58 | Least Squares Support Vector Machine Classifiers | Neural Processing Letters | 1999 | 7,709 |
| 59 | A continuum method for modeling surface tension | Journal of Computational Physics | 1992 | 7,608 |
| 60 | De-noising by soft-thresholding | IEEE Transactions on Information Theory | 1995 | 7,460 |
| 61 | Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions | IEEE Transactions on Knowledge and Data Engineering | 2005 | 7,390 |
| 62 | Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit | IEEE Transactions on Information Theory | 2007 | 7,390 |
| 63 | CBAM: Convolutional Block Attention Module | Lecture Notes in Computer Science | 2018 | 7,331 |
| 64 | ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB | Journal of Chemical Theory and Computation | 2015 | 7,322 |
| 65 | Gene Selection for Cancer Classification using Support Vector Machines | Machine Learning | 2002 | 7,229 |
| 66 | PLS-regression: a basic tool of chemometrics | Chemometrics and Intelligent Laboratory Systems | 2001 | 7,224 |
| 67 | Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology | MIS Quarterly: Management Information Systems | 2012 | 7,121 |
| 68 | The particle swarm - explosion, stability, and convergence in a multidimensional complex space | IEEE Transactions on Evolutionary Computation | 2002 | 7,102 |
| 69 | Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment | Journal of the ACM | 1973 | 7,074 |
| 70 | MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition | IEEE Transactions on Evolutionary Computation | 2007 | 7,038 |
| 71 | The Psychophysics Toolbox | Spatial Vision | 1997 | 6,988 |
| 72 | Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering | IEEE Transactions on Image Processing | 2007 | 6,923 |
| 73 | Induction of Decision Trees | Machine Learning | 1986 | 6,920 |
| 74 | Low-density parity-check codes | IEEE Transactions on Information Theory | 1962 | 6,837 |
| 75 | Identification and control of dynamical systems using neural networks | IEEE Transactions on Neural Networks | 1990 | 6,837 |
| 76 | Coordination of groups of mobile autonomous agents using nearest neighbor rules | IEEE Transactions on Automatic Control | 2003 | 6,789 |
| 77 | The DeLone and McLean Model of Information Systems Success: A Ten-Year Update | Journal of Management Information Systems | 2003 | 6,695 |
| 78 | Data clustering: 50 years beyond K-means | Pattern Recognition Letters | 2010 | 6,687 |
| 79 | Support-Vector Networks | Machine Learning | 1995 | 6,650 |
| 80 | Independent component analysis, A new concept? | Signal Processing | 1994 | 6,637 |
| 81 | The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites | Journal of Computer-Mediated Communication | 2007 | 6,629 |
| 82 | The capacity of wireless networks | IEEE Transactions on Information Theory | 2000 | 6,590 |
| 83 | Design Science in Information Systems Research | MIS Quarterly: Management Information Systems | 2004 | 6,547 |
| 84 | Network information flow | IEEE Transactions on Information Theory | 2000 | 6,535 |
| 85 | Graph-Based Algorithms for Boolean Function Manipulation | IEEE Transactions on Computers | 1986 | 6,529 |
| 86 | Authoritative sources in a hyperlinked environment | Journal of the ACM | 1999 | 6,521 |
| 87 | On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming | Mathematical Programming | 2006 | 6,447 |
| 88 | Term-weighting approaches in automatic text retrieval | Information Processing and Management | 1988 | 6,282 |
| 89 | Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach | IEEE Transactions on Evolutionary Computation | 1999 | 6,270 |
| 90 | Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues | MIS Quarterly: Management Information Systems | 2001 | 6,243 |
| 91 | ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD | Advances in Adaptive Data Analysis | 2009 | 6,205 |
| 92 | Ant colony system: a cooperative learning approach to the traveling salesman problem | IEEE Transactions on Evolutionary Computation | 1997 | 6,166 |
| 93 | GROMACS 3.0: a package for molecular simulation and trajectory analysis | Journal of Molecular Modeling | 2001 | 6,085 |
| 94 | Avogadro: an advanced semantic chemical editor, visualization, and analysis platform | Journal of Cheminformatics | 2012 | 6,063 |
| 95 | Active Shape Models-Their Training and Application | Computer Vision and Image Understanding | 1995 | 6,050 |
| 96 | Open Babel: An open chemical toolbox | Journal of Cheminformatics | 2011 | 6,039 |
| 97 | k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY | International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems | 2002 | 6,011 |
| 98 | Training feedforward networks with the Marquardt algorithm | IEEE Transactions on Neural Networks | 1994 | 5,993 |
| 99 | A global optimisation method for robust affine registration of brain images | Medical Image Analysis | 2001 | 5,992 |
| 100 | A Survey of Augmented Reality | Presence: Teleoperators and Virtual Environments | 1997 | 5,967 |
