| # | Title | Journal | Year | Citations |
|---|
| 1 | General Tensor Discriminant Analysis and Gabor Features for Gait Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2007 | 1,016 |
| 2 | Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 795 |
| 3 | A survey of graph edit distance | Pattern Analysis and Applications | 2010 | 531 |
| 4 | Geometric Mean for Subspace Selection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2009 | 491 |
| 5 | How can exploratory learning with games and simulations within the curriculum be most effectively evaluated? | Computers and Education | 2006 | 485 |
| 6 | Comparing Different Classifiers for Automatic Age Estimation | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 463 |
| 7 | Supervised tensor learning | Knowledge and Information Systems | 2007 | 281 |
| 8 | AdaBoost-Based Algorithm for Network Intrusion Detection | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 273 |
| 9 | Discriminant Locally Linear Embedding With High-Order Tensor Data | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 250 |
| 10 | Comparing university rankings | Scientometrics | 2010 | 234 |
| 11 | Gait Components and Their Application to Gender Recognition | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2008 | 227 |
| 12 | Gabor-Based Region Covariance Matrices for Face Recognition | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 223 |
| 13 | Multi-Modal Curriculum Learning for Semi-Supervised Image Classification | IEEE Transactions on Image Processing | 2016 | 215 |
| 14 | Image Quality Assessment Based on Multiscale Geometric Analysis | IEEE Transactions on Image Processing | 2009 | 210 |
| 15 | Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm | IEEE Transactions on Multimedia | 2006 | 159 |
| 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 | Human Gait Recognition With Matrix Representation | IEEE Transactions on Circuits and Systems for Video Technology | 2006 | 114 |
| 19 | Multitraining Support Vector Machine for Image Retrieval | IEEE Transactions on Image Processing | 2006 | 113 |
| 20 | From handcrafted to learned representations for human action recognition: A survey | Image and Vision Computing | 2016 | 103 |
| 21 | Why is the snowflake schema a good data warehouse design? | Information Systems | 2003 | 100 |
| 22 | rfid in pervasive computing: State-of-the-art and outlook | Pervasive and Mobile Computing | 2009 | 100 |
| 23 | Bayesian Tensor Approach for 3-D Face Modeling | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 96 |
| 24 | Some measures for comparing citation databases | Journal of Informetrics | 2007 | 93 |
| 25 | Tensor Rank One Discriminant Analysis—A convergent method for discriminative multilinear subspace selection | Neurocomputing | 2008 | 93 |
| 26 | Neural network-based colonoscopic diagnosis using on-line learning and differential evolution | Applied Soft Computing Journal | 2004 | 88 |
| 27 | Kemeny's Constant and the Random Surfer | American Mathematical Monthly | 2002 | 85 |
| 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 | Multimodal biometrics using geometry preserving projections | Pattern Recognition | 2008 | 66 |
| 32 | Modality Mixture Projections for Semantic Video Event Detection | IEEE Transactions on Circuits and Systems for Video Technology | 2008 | 63 |
| 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 | | 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 | Cast shadow detection in video segmentation | Pattern Recognition Letters | 2005 | 56 |
| 38 | Automated user modeling for personalized digital libraries | International Journal of Information Management | 2006 | 54 |
| 39 | Presentation bias is significant in determining user preference for search results—A user study | Journal of the Association for Information Science and Technology | 2009 | 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 | Variable grouping in multivariate time series via correlation | IEEE Transactions on Systems, Man, and Cybernetics | 2001 | 49 |
| 44 | KPCA for semantic object extraction in images | Pattern Recognition | 2008 | 49 |
| 45 | Binary Sparse Nonnegative Matrix Factorization | IEEE Transactions on Circuits and Systems for Video Technology | 2009 | 47 |
| 46 | XCQ: A queriable XML compression system | Knowledge and Information Systems | 2006 | 46 |
| 47 | Insignificant shadow detection for video segmentation | IEEE Transactions on Circuits and Systems for Video Technology | 2005 | 44 |
| 48 | A flexible interface design for Web directories to accommodate different cognitive styles | Journal of the Association for Information Science and Technology | 2005 | 39 |
| 49 | Efficient Clustering Aggregation Based on Data Fragments | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 39 |
| 50 | Unsupervised Active Learning Based on Hierarchical Graph-Theoretic Clustering | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 38 |
