| 2012 |
| 137 | Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking. Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding, Jian Chen. IEEE Transactions on Systems, Man, and Cybernetics, Part B (42): 218-233 (2012). Web SearchBibTeXDownload |
| 2011 |
| 136 | Multi-Level Cluster Indicator Decompositions of Matrices and Tensors. Dijun Luo, Chris H. Q. Ding, Heng Huang. AAAI 2011. Web SearchBibTeXDownload |
| 135 | Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases. Chao Shen, Tao Li, Chris H. Q. Ding. AAAI 2011. Web SearchBibTeXDownload |
| 134 | Linear Discriminant Analysis: New Formulations and Overfit Analysis. Dijun Luo, Chris H. Q. Ding, Heng Huang. AAAI 2011. Web SearchBibTeXDownload |
| 133 | Robust nonnegative matrix factorization using L21-norm. Deguang Kong, Chris H. Q. Ding, Heng Huang. CIKM 2011, 673-682. Web SearchBibTeXDownload |
| 132 | Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization. Hua Wang, Heng Huang, Chris H. Q. Ding. CIKM 2011, 279-284. Web SearchBibTeXDownload |
| 131 | Image annotation using bi-relational graph of images and semantic labels. Hua Wang, Heng Huang, Chris H. Q. Ding. CVPR 2011, 793-800. Web SearchBibTeXDownload |
| 130 | Guest editorial: special issue on data mining with matrices, graphs and tensors. Tao Li, Chris H. Q. Ding, Fei Wang. Data Min. Knowl. Discov. (22): 337-339 (2011). Web SearchBibTeXDownload |
| 129 | Community discovery using nonnegative matrix factorization. Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris H. Q. Ding. Data Min. Knowl. Discov. (22): 493-521 (2011). Web SearchBibTeXDownload |
| 128 | Multi-Subspace Representation and Discovery. Dijun Luo, Feiping Nie, Chris H. Q. Ding, Heng Huang. ECML/PKDD (2) 2011, 405-420. Web SearchBibTeXDownload |
| 127 | Graph Evolution via Social Diffusion Processes. Dijun Luo, Chris H. Q. Ding, Heng Huang. ECML/PKDD (2) 2011, 390-404. Web SearchBibTeXDownload |
| 126 | Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance. Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Chris H. Q. Ding, Andrew J. Saykin, Li Shen, Adni. ICCV 2011, 557-562. Web SearchBibTeXDownload |
| 125 | Dyadic transfer learning for cross-domain image classification. Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding. ICCV 2011, 551-556. Web SearchBibTeXDownload |
| 124 | Discriminative high order SVD: Adaptive tensor subspace selection for image classification, clustering, and retrieval. Dijun Luo, Heng Huang, Chris H. Q. Ding. ICCV 2011, 1443-1448. Web SearchBibTeXDownload |
| 123 | Consensus spectral clustering in near-linear time. Dijun Luo, Chris H. Q. Ding, Heng Huang, Feiping Nie. ICDE 2011, 1079-1090. Web SearchBibTeXDownload |
| 122 | Tensor Fold-in Algorithms for Social Tagging Prediction. Miao Zhang, Chris H. Q. Ding, Zhifang Liao. ICDM 2011, 1254-1259. Web SearchBibTeXDownload |
| 121 | Multi-Class L2, 1-Norm Support Vector Machine. Xiao Cai, Feiping Nie, Heng Huang, Chris H. Q. Ding. ICDM 2011, 91-100. Web SearchBibTeXDownload |
| 120 | Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation. Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding. ICDM 2011, 774-783. Web SearchBibTeXDownload |
| 119 | Cauchy Graph Embedding. Dijun Luo, Chris H. Q. Ding, Feiping Nie, Heng Huang. ICML 2011, 553-560. Web SearchBibTeX |
| 118 | Cluster Indicator Decomposition for Efficient Matrix Factorization. Dijun Luo, Chris H. Q. Ding, Heng Huang. IJCAI 2011, 1384-1389. Web SearchBibTeXDownload |
| 117 | Angular Decomposition. Dengdi Sun, Chris H. Q. Ding, Bin Luo, Jin Tang. IJCAI 2011, 1505-1510. Web SearchBibTeXDownload |
| 116 | On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF. Quanquan Gu, Chris H. Q. Ding, Jiawei Han. IJCAI 2011, 1288-1293. Web SearchBibTeXDownload |
| 115 | Robust Principal Component Analysis with Non-Greedy l1-Norm Maximization. Feiping Nie, Heng Huang, Chris H. Q. Ding, Dijun Luo, Hua Wang. IJCAI 2011, 1433-1438. Web SearchBibTeXDownload |
| 114 | Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms. Dijun Luo, Chris H. Q. Ding, Heng Huang. PAKDD (1) 2011, 148-159. Web SearchBibTeXDownload |
| 113 | Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization. Hua Wang, Heng Huang, Feiping Nie, Chris H. Q. Ding. SIGIR 2011, 933-942. Web SearchBibTeXDownload |
| 112 | Low-order tensor decompositions for social tagging recommendation. Yuanzhe Cai, Miao Zhang, Dijun Luo, Chris H. Q. Ding, Sharma Chakravarthy. WSDM 2011, 695-704. Web SearchBibTeXDownload |
| 2010 |
| 111 | Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor. Hua Wang, Chris H. Q. Ding, Heng Huang. AAAI 2010. Web SearchBibTeXDownload |
| 110 | Discriminant Laplacian Embedding. Hua Wang, Heng Huang, Chris H. Q. Ding. AAAI 2010. Web SearchBibTeXDownload |
| 109 | Exploiting user interests for collaborative filtering: interests expansion via personalized ranking. Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding. CIKM 2010, 1697-1700. Web SearchBibTeXDownload |
| 108 | Binary matrix factorization for analyzing gene expression data. Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xian-Wen Ren, Xiangsun Zhang. Data Min. Knowl. Discov. (20): 28-52 (2010). Web SearchBibTeXDownload |
| 107 | Image Categorization Using Directed Graphs. Hua Wang, Heng Huang, Chris H. Q. Ding. ECCV (3) 2010, 762-775. Web SearchBibTeXDownload |
| 106 | Multi-label Feature Transform for Image Classifications. Hua Wang, Heng Huang, Chris H. Q. Ding. ECCV (4) 2010, 793-806. Web SearchBibTeXDownload |
| 105 | Multi-label Linear Discriminant Analysis. Hua Wang, Chris H. Q. Ding, Heng Huang. ECCV (6) 2010, 126-139. Web SearchBibTeXDownload |
| 104 | Improved MinMax Cut Graph Clustering with Nonnegative Relaxation. Feiping Nie, Chris H. Q. Ding, Dijun Luo, Heng Huang. ECML/PKDD (2) 2010, 451-466. Web SearchBibTeXDownload |
| 103 | Directed Graph Learning via High-Order Co-linkage Analysis. Hua Wang, Chris H. Q. Ding, Heng Huang. ECML/PKDD (3) 2010, 451-466. Web SearchBibTeXDownload |
| 102 | Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding. Dingding Wang, Tao Li, Chris H. Q. Ding. ICDM 2010, 541-550. Web SearchBibTeXDownload |
| 101 | Hierarchical Ensemble Clustering. Li Zheng, Tao Li, Chris H. Q. Ding. ICDM 2010, 1199-1204. Web SearchBibTeXDownload |
| 100 | Towards Structural Sparsity: An Explicit l2/l0 Approach. Dijun Luo, Chris H. Q. Ding, Heng Huang. ICDM 2010, 344-353. Web SearchBibTeXDownload |
| 99 | Convex and Semi-Nonnegative Matrix Factorizations. Chris H. Q. Ding, Tao Li, Michael I. Jordan. IEEE Trans. Pattern Anal. Mach. Intell. (32): 45-55 (2010). Web SearchBibTeXDownload |
| 98 | On the eigenvectors of p-Laplacian. Dijun Luo, Heng Huang, Chris H. Q. Ding, Feiping Nie. Machine Learning (81): 37-51 (2010). Web SearchBibTeXDownload |
| 97 | Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs. Quanquan Gu, Jie Zhou, Chris H. Q. Ding. SDM 2010, 199-210. Web SearchBibTeXDownload |
| 96 | Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations. Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang. SDM 2010, 293-302. Web SearchBibTeXDownload |
| 95 | Feature subset non-negative matrix factorization and its applications to document understanding. Dingding Wang, Chris H. Q. Ding, Tao Li. SIGIR 2010, 805-806. Web SearchBibTeXDownload |
| 94 | Closed form solution of similarity algorithms. Yuanzhe Cai, Miao Zhang, Chris H. Q. Ding, Sharma Chakravarthy. SIGIR 2010, 709-710. Web SearchBibTeXDownload |
| 2009 |
| 93 | Are Tensor Decomposition Solutions Unique? On the global convergence of HOSVD and ParaFac algorithms. Dijun Luo, Heng Huang, Chris H. Q. Ding. CoRR (abs/0902.4521) (2009). Web SearchBibTeXDownload |
| 92 | Symmetric two dimensional linear discriminant analysis (2DLDA). Dijun Luo, Chris H. Q. Ding, Heng Huang. CVPR 2009, 2820-2827. Web SearchBibTeXDownload |
| 91 | K-Subspace Clustering. Dingding Wang, Chris H. Q. Ding, Tao Li. ECML/PKDD (2) 2009, 506-521. Web SearchBibTeXDownload |
| 90 | Dimension Reduction Techniques for Clustering. Chris H. Q. Ding. Encyclopedia of Database Systems 2009, 846. Web SearchBibTeXDownload |
| 89 | Image annotation using multi-label correlated Green's function. Hua Wang, Heng Huang, Chris H. Q. Ding. ICCV 2009, 2029-2034. Web SearchBibTeXDownload |
| 88 | Non-negative Laplacian Embedding. Dijun Luo, Chris H. Q. Ding, Heng Huang, Tao Li. ICDM 2009, 337-346. Web SearchBibTeXDownload |
| 87 | Label Propagation on K-partite Graphs. Chris H. Q. Ding, Tao Li, Dingding Wang. ICMLA 2009, 273-278. Web SearchBibTeXDownload |
| 86 | Consensus group stable feature selection. Steven Loscalzo, Lei Yu, Chris H. Q. Ding. KDD 2009, 567-576. Web SearchBibTeXDownload |
| 85 | Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations. Fei Wang, Chris H. Q. Ding, Tao Li. SDM 2009, 38-48. Web SearchBibTeXDownload |
| 84 | Knowledge transformation for cross-domain sentiment classification. Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang. SIGIR 2009, 716-717. Web SearchBibTeXDownload |
| 83 | KDD2009 workshop report DMMT'09: data mining using matrices and tensors. Chris H. Q. Ding, Tao Li. SIGKDD Explorations (11): 77-79 (2009). Web SearchBibTeXDownload |
| 2008 |
| 82 | On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing. Chris H. Q. Ding, Tao Li, Wei Peng. Computational Statistics & Data Analysis (52): 3913-3927 (2008). Web SearchBibTeXDownload |
| 81 | Tensor reduction error analysis - Applications to video compression and classification. Chris H. Q. Ding, Heng Huang, Dijun Luo. CVPR 2008. Web SearchBibTeXDownload |
| 80 | Robust tensor factorization using R1 norm. Heng Huang, Chris H. Q. Ding. CVPR 2008. Web SearchBibTeXDownload |
| 79 | Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding. Chris H. Q. Ding, Tao Li, Michael I. Jordan. ICDM 2008, 183-192. Web SearchBibTeXDownload |
| 78 | Efficient Parallel I/O in Community Atmosphere Model (CAM). Yu-Heng Tseng, Chris H. Q. Ding. IJHPCA (22): 206-218 (2008). Web SearchBibTeXDownload |
| 77 | Stable feature selection via dense feature groups. Lei Yu, Chris H. Q. Ding, Steven Loscalzo. KDD 2008, 803-811. Web SearchBibTeXDownload |
| 76 | Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering. Heng Huang, Chris H. Q. Ding, Dijun Luo, Tao Li. KDD 2008, 327-335. Web SearchBibTeXDownload |
| 75 | Weighted Consensus Clustering. Tao Li, Chris H. Q. Ding. SDM 2008, 798-809. Web SearchBibTeXDownload |
| 74 | Knowledge transformation from word space to document space. Tao Li, Chris H. Q. Ding, Yi Zhang, Bo Shao. SIGIR 2008, 187-194. Web SearchBibTeXDownload |
| 73 | Posterior probabilistic clustering using NMF. Chris H. Q. Ding, Tao Li, Dijun Luo, Wei Peng. SIGIR 2008, 831-832. Web SearchBibTeXDownload |
| 72 | Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization. Dingding Wang, Tao Li, Shenghuo Zhu, Chris H. Q. Ding. SIGIR 2008, 307-314. Web SearchBibTeXDownload |
| 71 | KDD2008 workshop report DMMT'08: data mining using matrices and tensors. Chris H. Q. Ding, Tao Li, Shenghuo Zhu. SIGKDD Explorations (10): 54-56 (2008). Web SearchBibTeXDownload |
| 2007 |
| 70 | A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR. Yi Zhang, Chris H. Q. Ding, Tao Li. BIBE 2007, 164-171. Web SearchBibTeXDownload |
| 69 | Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization. Tao Li, Chris H. Q. Ding, Michael I. Jordan. ICDM 2007, 577-582. Web SearchBibTeXDownload |
| 68 | Binary Matrix Factorization with Applications. Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xiangsun Zhang. ICDM 2007, 391-400. Web SearchBibTeXDownload |
| 67 | Adaptive dimension reduction using discriminant analysis and K-means clustering. Chris H. Q. Ding, Tao Li. ICML 2007, 521-528. Web SearchBibTeXDownload |
| 66 | Finding Hotspots in Document Collection. Wei Peng, Chris H. Q. Ding, Tao Li, Tong Sun. ICTAI (1) 2007, 313-320. Web SearchBibTeXDownload |
| 65 | A learning framework using Green's function and kernel regularization with application to recommender system. Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon. KDD 2007, 260-269. Web SearchBibTeXDownload |
| 2006 |
| 64 | Nonnegative Matrix Factorization and Probabilistic Latent Semantic Indexing: Equivalence Chi-Square Statistic, and a Hybrid Method. Chris H. Q. Ding, Tao Li, Wei Peng. AAAI 2006. Web SearchBibTeX |
| 63 | PSoL: a positive sample only learning algorithm for finding non-coding RNA genes. Chunlin Wang, Chris H. Q. Ding, Richard F. Meraz, Stephen R. Holbrook. Bioinformatics (22): 2590-2596 (2006). Web SearchBibTeXDownload |
| 62 | Biclustering Protein Complex Interactions with a Biclique Finding Algorithm. Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Holbrook. ICDM 2006, 178-187. Web SearchBibTeXDownload |
| 61 | The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering. Tao Li, Chris H. Q. Ding. ICDM 2006, 362-371. Web SearchBibTeXDownload |
| 60 | R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization. Chris H. Q. Ding, Ding Zhou, Xiaofeng He, Hongyuan Zha. ICML 2006, 281-288. Web SearchBibTeXDownload |
| 59 | Supernova Recognition Using Support Vector Machines. Raquel A. Romano, Cecilia R. Aragon, Chris H. Q. Ding. ICMLA 2006, 77-82. Web SearchBibTeXDownload |
| 58 | Dynamic Cluster Formation Using Level Set Methods. Andy M. Yip, Chris H. Q. Ding, Tony F. Chan. IEEE Trans. Pattern Anal. Mach. Intell. (28): 877-889 (2006). Web SearchBibTeXDownload |
| 57 | Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques. Chris H. Q. Ding, Xiaofeng He, Hui Xiong, Hanchuan Peng, Stephen R. Holbrook. IJDMB (1): 162-177 (2006). Web SearchBibTeXDownload |
| 56 | Orthogonal nonnegative matrix t-factorizations for clustering. Chris H. Q. Ding, Tao Li, Wei Peng, Haesun Park. KDD 2006, 126-135. Web SearchBibTeXDownload |
| 55 | NMF and PLSI: equivalence and a hybrid algorithm. Chris H. Q. Ding, Tao Li, Wei Peng. SIGIR 2006, 641-642. Web SearchBibTeXDownload |
| 2005 |
| 54 | A Multi-Level Approach to SCOP Fold Recognition. Keith Marsolo, Srinivasan Parthasarathy, Chris H. Q. Ding. BIBE 2005, 57-64. Cited by 13Web SearchBibTeXDownload |
| 53 | Comparative mapping of sequence-based and structure-based protein domains. Ya Zhang, John-Marc Chandonia, Chris H. Q. Ding, Stephen R. Holbrook. BMC Bioinformatics (6): 77 (2005). Web SearchBibTeXDownload |
| 52 | Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering. Chris H. Q. Ding, Xiaofeng He, Horst D. Simon. ECML 2005, 530-538. Web SearchBibTeXDownload |
| 51 | Evolving Feature Selection. Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman. IEEE Intelligent Systems (20): 64-76 (2005). Web SearchBibTeXDownload |
| 50 | Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy. Hanchuan Peng, Fuhui Long, Chris H. Q. Ding. IEEE Trans. Pattern Anal. Mach. Intell. (27): 1226-1238 (2005). Web SearchBibTeXDownload |
| 49 | CPL6: The New Extensible, High Performance Parallel Coupler for the Community Climate System Model. Anthony P. Craig, Robert L. Jacob, Brian Kauffman, Thomas Bettge, Jay Walter Larson, Everest Ong, Chris H. Q. Ding, Yun He. IJHPCA (19): 309-327 (2005). Web SearchBibTeXDownload |
| 48 | Coupling Multicomponent Models with MPH on Distributed Memory Computer Architectures. Yun He, Chris H. Q. Ding. IJHPCA (19): 329-340 (2005). Web SearchBibTeXDownload |
| 47 | Term norm distribution and its effects on Latent Semantic Indexing. Parry Husbands, Horst D. Simon, Chris H. Q. Ding. Inf. Process. Manage. (41): 777-787 (2005). Web SearchBibTeXDownload |
| 46 | A probabilistic model for Latent Semantic Indexing. Chris H. Q. Ding. JASIST (56): 597-608 (2005). Web SearchBibTeXDownload |
| 45 | Minimum Redundancy Feature Selection from Microarray Gene Expression Data. Chris H. Q. Ding, Hanchuan Peng. J. Bioinformatics and Computational Biology (3): 185-206 (2005). Web SearchBibTeXDownload |
| 44 | A Probabilistic Approach for Optimizing Spectral Clustering. Rong Jin, Chris H. Q. Ding, Feng Kang. NIPS 2005. Web SearchBibTeXDownload |
| 43 | Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook. Pacific Symposium on Biocomputing 2005. Web SearchBibTeXDownload |
| 42 | Dynamic Cluster Formation Using Level Set Methods. Andy M. Yip, Chris H. Q. Ding, Tony F. Chan. PAKDD 2005, 388-398. Web SearchBibTeXDownload |
| 41 | Cluster Aggregate Inequality and Multi-level Hierarchical Clustering. Chris H. Q. Ding, Xiaofeng He. PKDD 2005, 71-83. Web SearchBibTeXDownload |
| 40 | 2-Dimensional Singular Value Decomposition for 2D Maps and Images. Chris H. Q. Ding, Jieping Ye. SDM 2005. Web SearchBibTeX |
| 39 | On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering. Chris H. Q. Ding, Xiaofeng He. SDM 2005. Web SearchBibTeX |
| 2004 |
| 38 | Contraction Graphs for Representation and Analysis of RNA Secondary Structure. Chris H. Q. Ding, Richard F. Meraz, Xiaofeng He, Stephen R. Holbrook. CSB 2004, 716-717. Web SearchBibTeXDownload |
| 37 | Positive Sample Only Learning (PSOL) for Predicting RNA Genes in E. coli. Richard F. Meraz, Xiaofeng He, Chris H. Q. Ding, Stephen R. Holbrook. CSB 2004, 535-538. Web SearchBibTeXDownload |
| 36 | Linearized cluster assignment via spectral ordering. Chris H. Q. Ding, Xiaofeng He. ICML 2004. Web SearchBibTeXDownload |
| 35 | K-means clustering via principal component analysis. Chris H. Q. Ding, Xiaofeng He. ICML 2004. Web SearchBibTeXDownload |
| 34 | Integrating Program Component Executables on Distributed Memory Architectures via MPH. Chris H. Q. Ding, Yun He. IPDPS 2004. Web SearchBibTeXDownload |
| 33 | Cluster Structure of K-means Clustering via Principal Component Analysis. Chris H. Q. Ding, Xiaofeng He. PAKDD 2004, 414-418. Web SearchBibTeXDownload |
| 32 | K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization. Chris H. Q. Ding, Xiaofeng He. SAC 2004, 584-589. Web SearchBibTeXDownload |
| 31 | Principal Component Analysis and Effective K-Means Clustering. Chris H. Q. Ding, Xiaofeng He. SDM 2004. Web SearchBibTeXDownload |
| 2003 |
| 30 | Unsupervised Feature Selection Via Two-way Ordering in Gene Expression Analysis. Chris H. Q. Ding. Bioinformatics (19): 1259-1266 (2003). Web SearchBibTeXDownload |
| 29 | Minimum Redundancy Feature Selection from Microarray Gene Expression Data. Chris H. Q. Ding, Hanchuan Peng. CSB 2003, 523-529. Web SearchBibTeXDownload |
| 28 | Structure Search and Stability Enhancement of Bayesian Networks. Hanchuan Peng, Chris H. Q. Ding. ICDM 2003, 621-624. Web SearchBibTeXDownload |
| 27 | Data Clustering: Principal Components, Hopfield and Self-Aggregation Networks. Chris H. Q. Ding. IJCAI 2003, 479-484. Web SearchBibTeX |
| 26 | PageRank: HITS and a Unified Framework for Link Analysis. Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon. SDM 2003. Web SearchBibTeXDownload |
| 2002 |
| 25 | Web document clustering using hyperlink structures. Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon. Computational Statistics & Data Analysis (41): 19-45 (2002). Web SearchBibTeXDownload |
| 24 | Adaptive dimension reduction for clustering high dimensional data. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon. ICDM 2002, 147-154. Web SearchBibTeXDownload |
| 23 | Cluster merging and splitting in hierarchical clustering algorithms. Chris H. Q. Ding, Xiaofeng He. ICDM 2002, 139-146. Web SearchBibTeXDownload |
| 22 | Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon. PKDD 2002, 112-124. Web SearchBibTeXDownload |
| 21 | Analysis of gene expression profiles: class discovery and leaf ordering. Chris H. Q. Ding. RECOMB 2002, 127-136. Web SearchBibTeXDownload |
| 20 | MPI and OpenMP paradigms on cluster of SMP architectures: the vacancy tracking algorithm for multi-dimensional array transposition. Yun He, Chris H. Q. Ding. SC 2002, 1-14. Web SearchBibTeXDownload |
| 19 | PageRank, HITS and a unified framework for link analysis. Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon. SIGIR 2002, 353-354. Web SearchBibTeXDownload |
| 18 | An Evaluation of MPI and OpenMP Paradigms for Multi-Dimensional Data Remapping. Yun He, Chris H. Q. Ding. WOMPAT 2002, 195-210. Web SearchBibTeXDownload |
| 2001 |
| 17 | Multi-class protein fold recognition using support vector machines and neural networks. Chris H. Q. Ding, Inna Dubchak. Bioinformatics (17): 349-358 (2001). Web SearchBibTeXDownload |
| 16 | Bipartite Graph Partitioning and Data Clustering. Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. CIKM 2001, 25-32. Web SearchBibTeX |
| 15 | Bipartite graph partitioning and data clustering. Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. CoRR (cs.IR/0108018) (2001). Web SearchBibTeXDownload |
| 14 | Automatic Topic Identification Using Webpage Clustering. Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon. ICDM 2001, 195-202. Web SearchBibTeXDownload |
| 13 | A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon. ICDM 2001, 107-114. Web SearchBibTeXDownload |
| 12 | An Optimal Index Reshuffle Algorithm for Multidimensional Arrays and Its Applications for Parallel Architectures. Chris H. Q. Ding. IEEE Trans. Parallel Distrib. Syst. (12): 306-315 (2001). Web SearchBibTeXDownload |
| 11 | A spectral method to separate disconnected and nearly-disconnected web graph components. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha. KDD 2001, 275-280. Web SearchBibTeXDownload |
| 10 | Spectral Relaxation for K-means Clustering. Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. NIPS 2001, 1057-1064. Web SearchBibTeXDownload |
| 9 | A ghost cell expansion method for reducing communications in solving PDE problems. Chris H. Q. Ding, Yun He. SC 2001, 50. Web SearchBibTeXDownload |
| 8 | Using Accurate Arithmetics to Improve Numerical Reproducibility and Stability in Parallel Applications. Yun He, Chris H. Q. Ding. The Journal of Supercomputing (18): 259-277 (2001). Web SearchBibTeXDownload |
| 7 | High Performance Computations for Large Scale Simulations of Subsurface Multiphase Fluid and Heat Flow. Erik Elmroth, Chris H. Q. Ding, Yu-Shu Wu. The Journal of Supercomputing (18): 235-258 (2001). Cited by 11Web SearchBibTeXDownload |
| 2000 |
| 6 | Using accurate arithmetics to improve numerical reproducibility and stability in parallel applications. Yun He, Chris H. Q. Ding. ICS 2000, 225-234. Web SearchBibTeXDownload |
| 1999 |
| 5 | High Performance Fortran for practical scientific algorithms: An up-to-date evaluation. Chris H. Q. Ding. Future Generation Comp. Syst. (15): 343-352 (1999). Web SearchBibTeXDownload |
| 4 | Parallel Algorithms for 1D FFTs on Real Numbers. Chris H. Q. Ding. PPSC 1999. Web SearchBibTeX |
| 3 | A Similarity-based Probability Model for Latent Semantic Indexing. Chris H. Q. Ding. SIGIR 1999, 58-65. Web SearchBibTeXDownload |
| 1998 |
| 2 | Evaluations of HPF for Practical Scientific Algorithms on T3E. Chris H. Q. Ding. HPCN Europe 1998, 223-232. Web SearchBibTeXDownload |
| 1 | Atmosperic Data Assimilation on Distributed-Memory Parallel Supercomputers. Chris H. Q. Ding, Peter M. Lyster, Jay Walter Larson, Jing Guo, Arlindo da Silva. HPCN Europe 1998, 115-124. Web SearchBibTeXDownload |