| # | Title | Journal | Year | Citations |
|---|
| 1 | A Survey on Visual Surveillance of Object Motion and Behaviors | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2004 | 1,666 |
| 2 | A survey of graph edit distance | Pattern Analysis and Applications | 2010 | 531 |
| 3 | A robust SNP barcode for typing Mycobacterium tuberculosis complex strains | Nature Communications | 2014 | 531 |
| 4 | How can exploratory learning with games and simulations within the curriculum be most effectively evaluated? | Computers and Education | 2006 | 485 |
| 5 | Comparing Different Classifiers for Automatic Age Estimation | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 463 |
| 6 | A system for learning statistical motion patterns | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 449 |
| 7 | AdaBoost-Based Algorithm for Network Intrusion Detection | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 273 |
| 8 | Discriminant Locally Linear Embedding With High-Order Tensor Data | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 250 |
| 9 | Comparing university rankings | Scientometrics | 2010 | 234 |
| 10 | Gabor-Based Region Covariance Matrices for Face Recognition | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 223 |
| 11 | Image Quality Assessment Based on Multiscale Geometric Analysis | IEEE Transactions on Image Processing | 2009 | 210 |
| 12 | Semantic-Based Surveillance Video Retrieval | IEEE Transactions on Image Processing | 2007 | 208 |
| 13 | Principal axis-based correspondence between multiple cameras for people tracking | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 206 |
| 14 | Traffic Accident Prediction Using 3-D Model-Based Vehicle Tracking | IEEE Transactions on Vehicular Technology | 2004 | 191 |
| 15 | Recognition of Pornographic Web Pages by Classifying Texts and Images | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2007 | 158 |
| 16 | A local Tchebichef moments-based robust image watermarking | Signal Processing | 2009 | 153 |
| 17 | New globally convergent training scheme based on the resilient propagation algorithm | Neurocomputing | 2005 | 122 |
| 18 | Learning Activity Patterns Using Fuzzy Self-Organizing Neural Network | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 117 |
| 19 | From handcrafted to learned representations for human action recognition: A survey | Image and Vision Computing | 2016 | 103 |
| 20 | Why is the snowflake schema a good data warehouse design? | Information Systems | 2003 | 100 |
| 21 | rfid in pervasive computing: State-of-the-art and outlook | Pervasive and Mobile Computing | 2009 | 100 |
| 22 | Bayesian Tensor Approach for 3-D Face Modeling | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 96 |
| 23 | Tensor Rank One Discriminant Analysis—A convergent method for discriminative multilinear subspace selection | Neurocomputing | 2008 | 93 |
| 24 | Neural network-based colonoscopic diagnosis using on-line learning and differential evolution | Applied Soft Computing Journal | 2004 | 88 |
| 25 | Kemeny's Constant and the Random Surfer | American Mathematical Monthly | 2002 | 85 |
| 26 | Multiple Object Tracking Via Species-Based Particle Swarm Optimization | IEEE Transactions on Circuits and Systems for Video Technology | 2010 | 80 |
| 27 | PolyTB: A genomic variation map for Mycobacterium tuberculosis | Tuberculosis | 2014 | 79 |
| 28 | Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques | Expert Systems With Applications | 2005 | 74 |
| 29 | Binary Two-Dimensional PCA | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 72 |
| 30 | A new approach for face recognition by sketches in photos | Signal Processing | 2009 | 69 |
| 31 | Reinterpreting the Category Utility Function | Machine Learning | 2001 | 67 |
| 32 | Multimodal biometrics using geometry preserving projections | Pattern Recognition | 2008 | 66 |
| 33 | Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis | Information Sciences | 2005 | 60 |
| 34 | Domain Transfer SVM for video concept detection | Information Sciences | 2009 | 60 |
| 35 | Reversibility improved lossless data hiding | Signal Processing | 2009 | 60 |
| 36 | Reduced-Reference IQA in Contourlet Domain | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 60 |
| 37 | Sequential particle swarm optimization for visual tracking | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 59 |
| 38 | Cast shadow detection in video segmentation | Pattern Recognition Letters | 2005 | 56 |
| 39 | Automated user modeling for personalized digital libraries | International Journal of Information Management | 2006 | 54 |
| 40 | Which Components are Important for Interactive Image Searching? | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 53 |
| 41 | Nearest neighbour approach in the least-squares data imputation algorithms | Information Sciences | 2005 | 52 |
| 42 | Image categorization: Graph edit direction histogram | Pattern Recognition | 2008 | 51 |
| 43 | Human Carrying Status in Visual Surveillance | Pattern Recognition | 0 | 50 |
| 44 | Variable grouping in multivariate time series via correlation | IEEE Transactions on Systems, Man, and Cybernetics | 2001 | 49 |
| 45 | User rankings of search engine results | Journal of the Association for Information Science and Technology | 2007 | 49 |
| 46 | KPCA for semantic object extraction in images | Pattern Recognition | 2008 | 49 |
| 47 | Binary Sparse Nonnegative Matrix Factorization | IEEE Transactions on Circuits and Systems for Video Technology | 2009 | 47 |
| 48 | Graph Based Discriminative Learning for Robust and Efficient Object Tracking | IEEE Transactions on Circuits and Systems for Video Technology | 2007 | 46 |
| 49 | Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach | IEEE Transactions on Vehicular Technology | 2020 | 46 |
| 50 | A flexible interface design for Web directories to accommodate different cognitive styles | Journal of the Association for Information Science and Technology | 2005 | 39 |
