| 2010 |
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| 45 | Guest Editorial: Special Issue on impacting patient care by mining medical data. Rómer Rosales, R. Bharat Rao. Data Min. Knowl. Discov. (20): 325-327 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 44 | Using Local Dependencies within Batches to Improve Large Margin Classifiers. Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao. Journal of Machine Learning Research (10): 183-206 (2009). Web SearchBibTeXDownload |
| 43 | Active Sensing. Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao. Journal of Machine Learning Research - Proceedings Track (5): 639-646 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 42 | Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection. Glenn Fung, Sriram Krishnan, R. Bharat Rao, Hui Chen. AAAI 2008, 1663-1670. Web SearchBibTeX |
| 41 | Multiple-Instance Learning Improves CAD Detection of Masses in Digital Mammography. Balaji Krishnapuram, Jonathan Stoeckel, Vikas C. Raykar, R. Bharat Rao, Philippe Bamberger, Eli Ratner, Nicolas Merlet, Inna Stainvas, Menahem Abramov, Alexandra Manevitch. Digital Mammography / IWDM 2008, 350-357. Web SearchBibTeXDownload |
| 40 | An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao. ECML/PKDD (1) 2008, 117-132. Web SearchBibTeXDownload |
| 39 | Bayesian multiple instance learning: automatic feature selection and inductive transfer. Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao. ICML 2008, 808-815. Web SearchBibTeXDownload |
| 38 | Privacy-preserving cox regression for survival analysis. Shipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin. KDD 2008, 1034-1042. Web SearchBibTeXDownload |
| 37 | Rule Extraction from Linear Support Vector Machines via Mathematical Programming. Glenn Fung, Sathyakama Sandilya, R. Bharat Rao. Rule Extraction from Support Vector Machines 2008, 83-107. Web SearchBibTeXDownload |
| 36 | On the Dangers of Cross-Validation. An Experimental Evaluation. R. Bharat Rao, Glenn Fung. SDM 2008, 588-596. Web SearchBibTeXDownload |
| 35 | KDD cup 2008 and the workshop on mining medical data. R. Bharat Rao, Oksana Yakhnenko, Balaji Krishnapuram. SIGKDD Explorations (10): 34-38 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 34 | Automatic medical coding of patient records via weighted ridge regression. Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao. ICMLA 2007, 260-265. Web SearchBibTeXDownload |
| 33 | Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer. Glenn Fung, Renaud. Seigneuric, Sriram Krishnan, R. Bharat Rao, Brad G. Wouters, Philippe Lambin. ICMLA 2007, 482-487. Web SearchBibTeXDownload |
| 32 | Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text. Rómer Rosales, Praveen Krishnamurthy, R. Bharat Rao. ICMLA 2007, 530-536. Web SearchBibTeXDownload |
| 31 | A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao. IJCAI 2007, 155-160. Web SearchBibTeXDownload |
| 30 | Feature Selection and Kernel Design via Linear Programming. Glenn Fung, Rómer Rosales, R. Bharat Rao. IJCAI 2007, 786-791. Web SearchBibTeXDownload |
| 29 | Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks. Maleeha Qazi, Glenn Fung, Sriram Krishnan, Rómer Rosales, Harald Steck, R. Bharat Rao, Don Poldermans, Dhanalakshmi Chandrasekaran. IJCAI 2007, 519-525. Web SearchBibTeXDownload |
| 28 | Learning Classifiers When the Training Data Is Not IID. Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao. IJCAI 2007, 756-761. Web SearchBibTeXDownload |
| 27 | LungCAD: a clinically approved, machine learning system for lung cancer detection. R. Bharat Rao, Jinbo Bi, Glenn Fung, Marcos Salganicoff, Nancy Obuchowski, David P. Naidich. KDD 2007, 1033-1037. Web SearchBibTeXDownload |
| 26 | Bayesian Co-Training. Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, Harald Steck, R. Bharat Rao. NIPS 2007. Web SearchBibTeXDownload |
| 25 | Probabilistic Joint Feature Selection for Multi-task Learning. Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherkassky. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 24 | Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications. Glenn Fung, Balaji Krishnapuram, Nicolas Merlet, Eli Ratner, Philippe Bamberger, Jonathan Stoeckel, R. Bharat Rao. Digital Mammography / IWDM 2006, 84-91. Web SearchBibTeXDownload |
| 23 | Batch Classification with Applications in Computer Aided Diagnosis. Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao. ECML 2006, 449-460. Web SearchBibTeXDownload |
| 22 | Bayesian Network Learning with Parameter Constraints. Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao. Journal of Machine Learning Research (7): 1357-1383 (2006). Web SearchBibTeXDownload |
| 21 | Computer aided detection via asymmetric cascade of sparse hyperplane classifiers. Jinbo Bi, Senthil Periaswamy, Kazunori Okada, Toshiro Kubota, Glenn Fung, Marcos Salganicoff, R. Bharat Rao. KDD 2006, 837-844. Web SearchBibTeXDownload |
| 20 | Multiple Instance Learning for Computer Aided Diagnosis. Glenn Fung, Murat Dundar, Balaji Krishnapuram, R. Bharat Rao. NIPS 2006, 425-432. Web SearchBibTeXDownload |
| 19 | On the medical frontier: the 2006 KDD Cup competition and results. Terran Lane, R. Bharat Rao, Jinbo Bi, Jianming Liang, Marcos Salganicoff. SIGKDD Explorations (8): 39-46 (2006). Web SearchBibTeXDownload |
| 18 | Data mining for improved cardiac care. R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu. SIGKDD Explorations (8): 3-10 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 17 | Semi-Supervised Mixture of Kernels via LPBoost Methods. Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao. ICDM 2005, 569-572. Web SearchBibTeXDownload |
| 16 | Sparse classifiers for Automated HeartWall Motion Abnormality Detection. Glenn Fung, Maleeha Qazi, Sriram Krishnan, Jinbo Bi, R. Bharat Rao, A. Katz. ICMLA 2005, 194-200. Web SearchBibTeXDownload |
| 15 | Rule extraction from linear support vector machines. Glenn Fung, Sathyakama Sandilya, R. Bharat Rao. KDD 2005, 32-40. Web SearchBibTeXDownload |
| 14 | Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao. SDM 2005. Web SearchBibTeX |
| 13 | Sparse Fisher Discriminant Analysis for Computer Aided Detection. Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao. SDM 2005. Web SearchBibTeX |
| 2004 |
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| 12 | CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening. 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. CARS 2004, 978-982. Web SearchBibTeX |
| 11 | A methodology for training and validating a CAD system and potential pitfalls. Murat Dundar, Glenn Fung, Luca Bogoni, Michael Macari, A. Megibow, R. Bharat Rao. CARS 2004, 1010-1014. Web SearchBibTeX |
| 10 | A fast iterative algorithm for fisher discriminant using heterogeneous kernels. Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao. ICML 2004. Web SearchBibTeXDownload |
| 9 | Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao. MICCAI (2) 2004, 777-785. Web SearchBibTeXDownload |
| 8 | Continuous-Time Bayesian Modeling of Clinical Data. Sathyakama Sandilya, R. Bharat Rao. SDM 2004. Web SearchBibTeXDownload |
| 2003 |
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| 7 | Clinical and financial outcomes analysis with existing hospital patient records. R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Harsha Rao. KDD 2003, 416-425. Web SearchBibTeXDownload |
| 1998 |
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| 6 | Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers. R. Bharat Rao, Scott Rickard, Frans Coetzee. KDD 1998, 319-323. Web SearchBibTeX |
| 1995 |
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| 5 | For Every Generalization Action, Is There Really an Equal and Opposite Reaction?. R. Bharat Rao, Diana F. Gordon, William M. Spears. ICML 1995, 471-479. Web SearchBibTeX |
| 1993 |
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| 4 | Building Models to Support Synthesis in Early Stage Product Design. R. Bharat Rao, Stephen C. Y. Lu. AAAI 1993, 277-282. Web SearchBibTeX |
| 3 | Data Mining of Subjective Agricultural Data. R. Bharat Rao, Thomas B. Voigt, Thomas W. Fermanian. ICML 1993, 244-251. Web SearchBibTeX |
| 1992 |
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| 2 | Learning Engineering Models with the Minimum Description Length Principle. R. Bharat Rao, Stephen C. Y. Lu. AAAI 1992, 717-722. Web SearchBibTeX |
| 1991 |
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| 1 | Knowledge-Based Equation Discovery in Engineering Domains. R. Bharat Rao, Stephen C. Y. Lu, Robert E. Stepp. ML 1991, 630-634. Web SearchBibTeX |
