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* | 2008 | |
---|---|---|

38 | 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 | |

37 | EE | Balaji Krishnapuram, Jonathan Stoeckel, Vikas C. Raykar, R. Bharat Rao, Philippe Bamberger, Eli Ratner, Nicolas Merlet, Inna Stainvas, Menahem Abramov, Alexandra Manevitch: Multiple-Instance Learning Improves CAD Detection of Masses in Digital Mammography. Digital Mammography / IWDM 2008: 350-357 |

36 | EE | Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao: An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. ECML/PKDD (1) 2008: 117-132 |

35 | EE | Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao: Bayesian multiple instance learning: automatic feature selection and inductive transfer. ICML 2008: 808-815 |

34 | EE | 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 |

33 | EE | R. Bharat Rao, Glenn Fung: On the Dangers of Cross-Validation. An Experimental Evaluation. SDM 2008: 588-596 |

32 | EE | 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 |

31 | EE | R. Bharat Rao, Oksana Yakhnenko, Balaji Krishnapuram: KDD cup 2008 and the workshop on mining medical data. SIGKDD Explorations 10(2): 34-38 (2008) |

2007 | ||

30 | EE | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. IJCAI 2007: 155-160 |

29 | EE | 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 |

28 | EE | Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao: Learning Classifiers When the Training Data Is Not IID. IJCAI 2007: 756-761 |

27 | EE | Glenn Fung, Rómer Rosales, R. Bharat Rao: Feature Selection and Kernel Design via Linear Programming. IJCAI 2007: 786-791 |

26 | EE | 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 |

25 | EE | Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, Harald Steck, R. Bharat Rao: Bayesian Co-Training. NIPS 2007 |

24 | EE | Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherkassky: Probabilistic Joint Feature Selection for Multi-task Learning. SDM 2007 |

2006 | ||

23 | EE | 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 |

22 | EE | 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 | EE | 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 | EE | Glenn Fung, Murat Dundar, Balaji Krishnapuram, R. Bharat Rao: Multiple Instance Learning for Computer Aided Diagnosis. NIPS 2006: 425-432 |

19 | EE | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: Bayesian Network Learning with Parameter Constraints. Journal of Machine Learning Research 7: 1357-1383 (2006) |

18 | EE | R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu: Data mining for improved cardiac care. SIGKDD Explorations 8(1): 3-10 (2006) |

17 | EE | Terran Lane, R. Bharat Rao, Jinbo Bi, Jianming Liang, Marcos Salganicoff: On the medical frontier: the 2006 KDD Cup competition and results. SIGKDD Explorations 8(2): 39-46 (2006) |

2005 | ||

16 | EE | Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao: Semi-Supervised Mixture of Kernels via LPBoost Methods. ICDM 2005: 569-572 |

15 | EE | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao: Rule extraction from linear support vector machines. KDD 2005: 32-40 |

14 | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. SDM 2005 | |

13 | Mehmet Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao: Sparse Fisher Discriminant Analysis for Computer Aided Detection. SDM 2005 | |

2004 | ||

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 | EE | Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao: A fast iterative algorithm for fisher discriminant using heterogeneous kernels. ICML 2004 |

9 | EE | Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao: Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. MICCAI (2) 2004: 777-785 |

8 | EE | Sathyakama Sandilya, R. Bharat Rao: Continuous-Time Bayesian Modeling of Clinical Data. SDM 2004 |

2003 | ||

7 | EE | R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Harsha Rao: Clinical and financial outcomes analysis with existing hospital patient records. KDD 2003: 416-425 |

1998 | ||

6 | R. Bharat Rao, Scott Rickard, Frans Coetzee: Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers. KDD 1998: 319-323 | |

1995 | ||

5 | R. Bharat Rao, Diana F. Gordon, William M. Spears: For Every Generalization Action, Is There Really an Equal and Opposite Reaction? ICML 1995: 471-479 | |

1993 | ||

4 | R. Bharat Rao, Stephen C. Y. Lu: Building Models to Support Synthesis in Early Stage Product Design. AAAI 1993: 277-282 | |

3 | R. Bharat Rao, Thomas B. Voigt, Thomas W. Fermanian: Data Mining of Subjective Agricultural Data. ICML 1993: 244-251 | |

1992 | ||

2 | R. Bharat Rao, Stephen C. Y. Lu: Learning Engineering Models with the Minimum Description Length Principle. AAAI 1992: 717-722 | |

1991 | ||

1 | R. Bharat Rao, Stephen C. Y. Lu, Robert E. Stepp: Knowledge-Based Equation Discovery in Engineering Domains. ML 1991: 630-634 |