| 2013 |
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| 97 | Towards adaptive dialogue systems for assistive living environments. Alexandros Papangelis, Vangelis Karkaletsis, Heng Huang. IUI Companion 2013, 29-32. Web SearchBibTeXDownload |
| 96 | Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization. Hua Wang, Heng Huang, Chris H. Q. Ding, Feiping Nie. Journal of Computational Biology (20): 344-358 (2013). Web SearchBibTeXDownload |
| 95 | Function-Function Correlated Multi-label Protein Function Prediction over Interaction Networks. Hua Wang, Heng Huang, Chris H. Q. Ding. Journal of Computational Biology (20): 322-343 (2013). Web SearchBibTeXDownload |
| 2012 |
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| 94 | Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization. Feiping Nie, Heng Huang, Chris H. Q. Ding. AAAI 2012. Web SearchBibTeXDownload |
| 93 | Joint stage recognition and anatomical annotation of drosophila gene expression patterns. Xiao Cai, Hua Wang, Heng Huang, Chris H. Q. Ding. Bioinformatics (28): 16-24 (2012). Web SearchBibTeXDownload |
| 92 | Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning. Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen. Bioinformatics (28): 127-136 (2012). Web SearchBibTeXDownload |
| 91 | From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer's disease relevant SNPs. Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen. Bioinformatics (28): 619-625 (2012). Web SearchBibTeXDownload |
| 90 | Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort. Hua Wang, Feiping Nie, Heng Huang, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen. Bioinformatics (28): 229-237 (2012). Web SearchBibTeXDownload |
| 89 | Trust prediction via aggregating heterogeneous social networks. Jin Huang, Feiping Nie, Heng Huang, Yi-Cheng Tu. CIKM 2012, 1774-1778. Web SearchBibTeXDownload |
| 88 | Robust and discriminative distance for Multi-Instance Learning. Hua Wang, Feiping Nie, Heng Huang. CVPR 2012, 2919-2924. Web SearchBibTeXDownload |
| 87 | Multi-label ReliefF and F-statistic feature selections for image annotation. Deguang Kong, Chris H. Q. Ding, Heng Huang, Haifeng Zhao. CVPR 2012, 2352-2359. Web SearchBibTeXDownload |
| 86 | Object localization in medical images based on graphical model with contrast and interest-region terms. Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng. CVPR Workshops 2012, 1-7. Web SearchBibTeXDownload |
| 85 | Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph. Xiao Cai, Hua Wang, Heng Huang, Chris H. Q. Ding. ECCV (6) 2012, 823-836. Web SearchBibTeXDownload |
| 84 | Parallelization with Multiplicative Algorithms for Big Data Mining. Dijun Luo, Chris H. Q. Ding, Heng Huang. ICDM 2012, 489-498. Web SearchBibTeXDownload |
| 83 | Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization. Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris H. Q. Ding. ICDM 2012, 566-574. Web SearchBibTeXDownload |
| 82 | No Silver Bullet: Identifying Security Vulnerabilities in Anonymization Protocols for Hospital Databases. Nan Zhang, Liam O'Neill, Gautam Das, Xiuzhen Cheng, Heng Huang. IJHISI (7): 48-58 (2012). Web SearchBibTeXDownload |
| 81 | Simultaneous Image Annotation and Geo-Tag Prediction via Correlation Guided Multi-task Learning. Hua Wang, Dhiraj Joshi, Jiebo Luo, Heng Huang, Minwoo Park. ISM 2012, 69-72. Web SearchBibTeXDownload |
| 80 | Multimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning. Jingwen Yan, Shannon L. Risacher, Sungeun Kim, Jacqueline C. Simon, Taiyong Li, Jing Wan, Hua Wang, Heng Huang, Andrew J. Saykin, Li Shen. MBIA 2012, 1-17. Web SearchBibTeXDownload |
| 79 | Context Enhanced Graphical Model for Object Localization in Medical Images. Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng. MCV 2012, 194-205. Web SearchBibTeXDownload |
| 78 | Group-Wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes. Hanbo Chen, Xiao Cai, Dajiang Zhu, Feiping Nie, Tianming Liu, Heng Huang. MICCAI (2) 2012, 271-279. Web SearchBibTeXDownload |
| 77 | Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach. Dijun Luo, Chris H. Q. Ding, Heng Huang, Feiping Nie. NIPS 2012, 2969-2977. Web SearchBibTeXDownload |
| 76 | High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction. Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Shannon L. Risacher, Andrew J. Saykin, Li Shen. NIPS 2012, 1286-1294. Web SearchBibTeXDownload |
| 75 | Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks. Hua Wang, Heng Huang, Chris H. Q. Ding. RECOMB 2012, 302-313. Web SearchBibTeXDownload |
| 74 | Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization. Hua Wang, Heng Huang, Chris H. Q. Ding, Feiping Nie. RECOMB 2012, 314-325. Web SearchBibTeXDownload |
| 2011 |
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| 73 | Linear Discriminant Analysis: New Formulations and Overfit Analysis. Dijun Luo, Chris H. Q. Ding, Heng Huang. AAAI 2011. Web SearchBibTeXDownload |
| 72 | Learning Instance Specific Distance for Multi-Instance Classification. Hua Wang, Feiping Nie, Heng Huang. AAAI 2011. Web SearchBibTeXDownload |
| 71 | Multi-Level Cluster Indicator Decompositions of Matrices and Tensors. Dijun Luo, Chris H. Q. Ding, Heng Huang. AAAI 2011. Web SearchBibTeXDownload |
| 70 | Learning frame relevance for video classification. Hua Wang, Feiping Nie, Heng Huang, Yi Yang. ACM Multimedia 2011, 1345-1348. Web SearchBibTeXDownload |
| 69 | 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 |
| 68 | Robust nonnegative matrix factorization using L21-norm. Deguang Kong, Chris H. Q. Ding, Heng Huang. CIKM 2011, 673-682. Web SearchBibTeXDownload |
| 67 | Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang. CIKM 2011, 2509-2512. Web SearchBibTeXDownload |
| 66 | 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 |
| 65 | Heterogeneous image feature integration via multi-modal spectral clustering. Xiao Cai, Feiping Nie, Heng Huang, Farhad Kamangar. CVPR 2011, 1977-1984. Web SearchBibTeXDownload |
| 64 | Multi-Subspace Representation and Discovery. Dijun Luo, Feiping Nie, Chris H. Q. Ding, Heng Huang. ECML/PKDD (2) 2011, 405-420. Web SearchBibTeXDownload |
| 63 | Graph Evolution via Social Diffusion Processes. Dijun Luo, Chris H. Q. Ding, Heng Huang. ECML/PKDD (2) 2011, 390-404. Web SearchBibTeXDownload |
| 62 | Dyadic transfer learning for cross-domain image classification. Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding. ICCV 2011, 551-556. Web SearchBibTeXDownload |
| 61 | 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 |
| 60 | 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 |
| 59 | Consensus spectral clustering in near-linear time. Dijun Luo, Chris H. Q. Ding, Heng Huang, Feiping Nie. ICDE 2011, 1079-1090. Web SearchBibTeXDownload |
| 58 | 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 |
| 57 | Multi-Class L2, 1-Norm Support Vector Machine. Xiao Cai, Feiping Nie, Heng Huang, Chris H. Q. Ding. ICDM 2011, 91-100. Web SearchBibTeXDownload |
| 56 | Cauchy Graph Embedding. Dijun Luo, Chris H. Q. Ding, Feiping Nie, Heng Huang. ICML 2011, 553-560. Web SearchBibTeX |
| 55 | Cluster Indicator Decomposition for Efficient Matrix Factorization. Dijun Luo, Chris H. Q. Ding, Heng Huang. IJCAI 2011, 1384-1389. Web SearchBibTeXDownload |
| 54 | 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 |
| 53 | Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering. Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon. IJCAI 2011, 1553-1558. Web SearchBibTeXDownload |
| 52 | Ball Ranking Machine for Content-Based Multimedia Retrieval. Dijun Luo, Heng Huang. IJCAI 2011, 1390-1395. Web SearchBibTeXDownload |
| 51 | Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression. Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen. MICCAI (3) 2011, 115-123. Web SearchBibTeXDownload |
| 50 | Maximum Margin Multi-Instance Learning. Hua Wang, Heng Huang, Farhad Kamangar, Feiping Nie, Chris H. Q. Ding. NIPS 2011, 1-9. Web SearchBibTeXDownload |
| 49 | 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 |
| 48 | Cost effective depression patient thought record categorization via self-taught learning. Hua Wang, Heng Huang, Monica Basco, Molly Lopez, Fillia Makedon. PETRA 2011, 41. Web SearchBibTeXDownload |
| 47 | 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 |
| 2010 |
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| 46 | Discriminant Laplacian Embedding. Hua Wang, Heng Huang, Chris H. Q. Ding. AAAI 2010. Web SearchBibTeXDownload |
| 45 | Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor. Hua Wang, Chris H. Q. Ding, Heng Huang. AAAI 2010. Web SearchBibTeXDownload |
| 44 | Mass spectrometry data processing using zero-crossing lines in multi-scale of Gaussian derivative wavelet. Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo. Bioinformatics (26) (2010). Web SearchBibTeXDownload |
| 43 | Solenoid and non-solenoid protein recognition using stationary wavelet packet transform. An P. N. Vo, Nha Nguyen, Heng Huang. Bioinformatics (26) (2010). Web SearchBibTeXDownload |
| 42 | Image Categorization Using Directed Graphs. Hua Wang, Heng Huang, Chris H. Q. Ding. ECCV (3) 2010, 762-775. Web SearchBibTeXDownload |
| 41 | Multi-label Feature Transform for Image Classifications. Hua Wang, Heng Huang, Chris H. Q. Ding. ECCV (4) 2010, 793-806. Web SearchBibTeXDownload |
| 40 | Multi-label Linear Discriminant Analysis. Hua Wang, Chris H. Q. Ding, Heng Huang. ECCV (6) 2010, 126-139. Web SearchBibTeXDownload |
| 39 | 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 |
| 38 | 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 |
| 37 | Towards Structural Sparsity: An Explicit l2/l0 Approach. Dijun Luo, Chris H. Q. Ding, Heng Huang. ICDM 2010, 344-353. Web SearchBibTeXDownload |
| 36 | Stationary Wavelet Packet Transform and Dependent Laplacian Bivariate Shrinkage Estimator for Array-CGH Data Smoothing. Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo. Journal of Computational Biology (17): 139-152 (2010). Web SearchBibTeXDownload |
| 35 | On the eigenvectors of p-Laplacian. Dijun Luo, Heng Huang, Chris H. Q. Ding, Feiping Nie. Machine Learning (81): 37-51 (2010). Web SearchBibTeXDownload |
| 34 | Face Aging by Sparse Representation. Heng Huang, Yuxu Lin, Mingli Song, Jiajun Bu, Chun Chen. PCM (2) 2010, 571-582. Web SearchBibTeXDownload |
| 33 | An interactive user interface system for Alzheimer's intervention. Fillia Makedon, Rong Zhang, Georgios Alexandrakis, Charles B. Owen, Heng Huang, Andrew J. Saykin. PETRA 2010. Web SearchBibTeXDownload |
| 32 | Emotion detection via discriminative kernel method. Hua Wang, Heng Huang, Yanzi Hu, Mindi Anderson, Pamela Rollins, Fillia Makedon. PETRA 2010. Web SearchBibTeXDownload |
| 2009 |
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| 31 | Link prediction of multimedia social network via unsupervised face recognition. Dijun Luo, Heng Huang. ACM Multimedia 2009, 805-808. Web SearchBibTeXDownload |
| 30 | Heterogeneous Data Fusion to Type Brain Tumor Biopsies. Vangelis Metsis, Heng Huang, Fillia Makedon, Aria Tzika. AIAI 2009, 233-240. Web SearchBibTeXDownload |
| 29 | 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 |
| 28 | Symmetric two dimensional linear discriminant analysis (2DLDA). Dijun Luo, Chris H. Q. Ding, Heng Huang. CVPR 2009, 2820-2827. Web SearchBibTeXDownload |
| 27 | Image annotation using multi-label correlated Green's function. Hua Wang, Heng Huang, Chris H. Q. Ding. ICCV 2009, 2029-2034. Web SearchBibTeXDownload |
| 26 | Non-negative Laplacian Embedding. Dijun Luo, Chris H. Q. Ding, Heng Huang, Tao Li. ICDM 2009, 337-346. Web SearchBibTeXDownload |
| 25 | Peak Detection in Mass Spectrometry by Gabor Filters and Envelope Analysis. Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo. J. Bioinformatics and Computational Biology (7): 547-569 (2009). Web SearchBibTeXDownload |
| 24 | An event driven framework for assistive CPS environments. Fillia Makedon, Zhengyi Le, Heng Huang, Eric Becker, Dimitrios I. Kosmopoulos. SIGBED Review (6): 3 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 23 | Robust tensor factorization using R1 norm. Heng Huang, Chris H. Q. Ding. CVPR 2008. Web SearchBibTeXDownload |
| 22 | Tensor reduction error analysis - Applications to video compression and classification. Chris H. Q. Ding, Heng Huang, Dijun Luo. CVPR 2008. Web SearchBibTeXDownload |
| 21 | High dimensional statistical shape model for medical image analysis. Heng Huang, Fillia Makedon, Roderick McColl. ISBI 2008, 1541-1544. Web SearchBibTeXDownload |
| 20 | 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 |
| 19 | Requirements for implementation of localization into real-world assistive environments. Eric Becker, Yurong Xu, Heng Huang, Fillia Makedon. PETRA 2008, 13. Web SearchBibTeXDownload |
| 2007 |
|---|
| 18 | Morphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study. Li Shen, Andrew J. Saykin, Moo K. Chung, Heng Huang. BIBE 2007, 211-217. Web SearchBibTeXDownload |
| 17 | Denoising of Array-Based DNA Copy Number Data Using The Dual-tree Complex Wavelet Transform. Nha Nguyen, Heng Huang, Soontorn Oraintara, Yuhang Wang. BIBE 2007, 137-144. Web SearchBibTeXDownload |
| 16 | A New Smoothing Model for Analyzing Array CGH Data. Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo. BIBE 2007, 1027-1034. Web SearchBibTeXDownload |
| 15 | A New Hybrid Technique for Dermatological Image Registration. Heng Huang, Paul R. Bergstresser. BIBE 2007, 1163-1167. Web SearchBibTeXDownload |
| 14 | Efficient Registration of 3D SPHARM Surfaces. Li Shen, Heng Huang, Fillia Makedon, Andrew J. Saykin. CRV 2007, 81-88. Cited by 7Web SearchBibTeXDownload |
| 13 | Surface Harmonics for Shape Modeling. Heng Huang, Li Shen. ICIP (2) 2007, 553-556. Web SearchBibTeXDownload |
| 12 | A Novel Surface Registration Algorithm With Biomedical Modeling Applications. Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Andrew J. Saykin, Justin D. Pearlman. IEEE Transactions on Information Technology in Biomedicine (11): 474-482 (2007). Cited by 4Web SearchBibTeXDownload |
| 11 | Three-dimensional Models for Cardiac Bioelectricity Simulation: Cell to Organ. Heng Huang, Li Shen, Nha Nguyen. Simulation (83): 321-327 (2007). Cited by 1Web SearchBibTeXDownload |
| 10 | A garbage-collecting typed assembly language. Chris Hawblitzel, Heng Huang, Lea Wittie, Juan Chen. TLDI 2007, 41-52. Web SearchBibTeXDownload |
| 9 | A Feature Extraction Metod for Multimedia data Analysis in Robot Wireless Sensor Networks. Heng Huang, Fillia Makedon, Dan O. Popa, Harry E. Stephanou, James Ford, Yurong Xu. WIAMIS 2007, 79. Web SearchBibTeXDownload |
| 2006 |
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| 8 | A Spatio-Temporal Modeling Method for Shape Representation. Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Justin D. Pearlman. 3DPVT 2006, 1034-1040. Web SearchBibTeXDownload |
| 7 | Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis. Heng Huang, Lei Zhang, Dimitris Samaras, Li Shen, Rong Zhang, Fillia Makedon, Justin D. Pearlman. 3DPVT 2006, 381-388. Web SearchBibTeXDownload |
| 2005 |
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| 6 | K-means+ Method for Improving Gene Selection for Classification of Microarray Data. Heng Huang, Rong Zhang, Fei Xiong, Fillia Makedon, Li Shen, Bruce Hettleman, Justin D. Pearlman. CSB Workshops 2005, 110-111. Cited by 1Web SearchBibTeXDownload |
| 5 | A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis. Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman. MICCAI 2005, 704-711. Cited by 6Web SearchBibTeXDownload |
| 4 | Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis. Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman. MICCAI 2005, 67-74. Cited by 15Web SearchBibTeXDownload |
| 3 | A New Test System for Stability Measurement of Marker Gene Selection in DNA Microarray Data Analysis. Fei Xiong, Heng Huang, James C. Ford, Fillia Makedon, Justin D. Pearlman. Panhellenic Conference on Informatics 2005, 437-447. Web SearchBibTeXDownload |
| 2 | A clustering-based approach for prediction of cardiac resynchronization therapy. Heng Huang, Li Shen, Fillia Makedon, Sheng Zhang, Mark Greenberg, Ling Gao, Justin D. Pearlman. SAC 2005, 260-266. Cited by 3Web SearchBibTeXDownload |
| 2000 |
|---|
| 1 | Custom design of facility layouts for multiproduct facilities using layout modules. Shahrukh A. Irani, Heng Huang. IEEE Transactions on Robotics (16): 259-267 (2000). Web SearchBibTeXDownload |
