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| 41 |       | Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao: Using Local Dependencies within Batches to Improve Large Margin Classifiers. Journal of Machine Learning Research 10: 183-206 (2009) |
| 39 |  | Glenn Fung, Sriram Krishnan, R. Bharat Rao, Hui Chen: Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection. AAAI 2008: 1663-1670 |
| 35 | | Shipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin: Privacy-preserving cox regression for survival analysis. KDD 2008: 1034-1042 |
| 34 | | R. Bharat Rao, Glenn Fung: On the Dangers of Cross-Validation. An Experimental Evaluation. SDM 2008: 588-596 |
| 33 | | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao: Rule Extraction from Linear Support Vector Machines via Mathematical Programming. Rule Extraction from Support Vector Machines 2008: 83-107 |
| 32 | | Murat Dundar, Glenn Fung, Balaji Krishnapuram, R. Bharat Rao: Multiple-Instance Learning Algorithms for Computer-Aided Detection. IEEE Trans. Biomed. Engineering 55(3): 1015-1021 (2008) |
| 29 | | Glenn Fung, Renaud. Seigneuric, Sriram Krishnan, R. Bharat Rao, Brad G. Wouters, Philippe Lambin: Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer. ICMLA 2007: 482-487 |
| 28 | | Maleeha Qazi, Glenn Fung, Sriram Krishnan, Rómer Rosales, Harald Steck, R. Bharat Rao, Don Poldermans, Dhanalakshmi Chandrasekaran: Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks. IJCAI 2007: 519-525 |
| 27 | | Glenn Fung, Rómer Rosales, R. Bharat Rao: Feature Selection and Kernel Design via Linear Programming. IJCAI 2007: 786-791 |
| 26 | | R. Bharat Rao, Jinbo Bi, Glenn Fung, Marcos Salganicoff, Nancy Obuchowski, David P. Naidich: LungCAD: a clinically approved, machine learning system for lung cancer detection. KDD 2007: 1033-1037 |
| 24 | | Glenn Fung, Balaji Krishnapuram, Nicolas Merlet, Eli Ratner, Philippe Bamberger, Jonathan Stoeckel, R. Bharat Rao: Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications. Digital Mammography / IWDM 2006: 84-91 |
| 23 | | Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao: Batch Classification with Applications in Computer Aided Diagnosis. ECML 2006: 449-460 |
| 21 | | Jinbo Bi, Senthil Periaswamy, Kazunori Okada, Toshiro Kubota, Glenn Fung, Marcos Salganicoff, R. Bharat Rao: Computer aided detection via asymmetric cascade of sparse hyperplane classifiers. KDD 2006: 837-844 |
| 20 | | Glenn Fung, Murat Dundar, Balaji Krishnapuram, R. Bharat Rao: Multiple Instance Learning for Computer Aided Diagnosis. NIPS 2006: 425-432 |
| 18 | | Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao: Semi-Supervised Mixture of Kernels via LPBoost Methods. ICDM 2005: 569-572 |
| 17 | | Glenn Fung, Maleeha Qazi, Sriram Krishnan, Jinbo Bi, R. Bharat Rao, A. Katz: Sparse classifiers for Automated HeartWall Motion Abnormality Detection. ICMLA 2005: 194-200 |
| 16 | | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao: Rule extraction from linear support vector machines. KDD 2005: 32-40 |
| 14 | | Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao: Sparse Fisher Discriminant Analysis for Computer Aided Detection. SDM 2005 |
| 12 | | Murat Dundar, Glenn Fung, Luca Bogoni, Michael Macari, A. Megibow, R. Bharat Rao: A methodology for training and validating a CAD system and potential pitfalls. CARS 2004: 1010-1014 |
| 11 | | Pascal Cathier, Senthil Periaswamy, Anna K. Jerebko, Murat Dundar, J. Liang, Glenn Fung, Jonathan Stoeckel, T. Venkata, R. Amara, Arun Krishnan, R. Bharat Rao, Alok Gupta, E. Vega, Shaked Laks, A. Megibow, Michael Macari, Luca Bogoni: CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening. CARS 2004: 978-982 |
| 10 | | Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao: A fast iterative algorithm for fisher discriminant using heterogeneous kernels. ICML 2004 |
Selection of 21 from 52 records - Glenn Fung has 63 coauthors
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