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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 17 occurrences of 14 keywords
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Results
Found 46 publication records. Showing 46 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao |
Bayesian Co-Training.  |
Journal of Machine Learning Research  |
2011 |
DBLP BibTeX RDF |
|
| 1 | Rómer Rosales, R. Bharat Rao |
Guest Editorial: Special Issue on impacting patient care by mining medical data. |
Data Min. Knowl. Discov. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao |
Active Sensing. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | 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 |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | R. Bharat Rao, Oksana Yakhnenko, Balaji Krishnapuram |
KDD cup 2008 and the workshop on mining medical data. |
SIGKDD Explorations |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao |
Rule Extraction from Linear Support Vector Machines via Mathematical Programming. |
Rule Extraction from Support Vector Machines |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao |
An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | R. Bharat Rao, Glenn Fung |
On the Dangers of Cross-Validation. An Experimental Evaluation. |
SDM |
2008 |
DBLP BibTeX RDF |
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| 1 | Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao |
Bayesian multiple instance learning: automatic feature selection and inductive transfer. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Glenn Fung, Sriram Krishnan, R. Bharat Rao, Hui Chen |
Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection. |
AAAI |
2008 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP DOI BibTeX RDF |
cox regression, privacy-preserving data mining, survival analysis |
| 1 | Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao |
Learning Classifiers When the Training Data Is Not IID. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. |
IJCAI |
2007 |
DBLP BibTeX RDF |
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| 1 | Glenn Fung, Rómer Rosales, R. Bharat Rao |
Feature Selection and Kernel Design via Linear Programming. |
IJCAI |
2007 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
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| 1 | Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherkassky |
Probabilistic Joint Feature Selection for Multi-task Learning. |
SDM |
2007 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP DOI BibTeX RDF |
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| 1 | Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao |
Automatic medical coding of patient records via weighted ridge regression. |
ICMLA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Rómer Rosales, Praveen Krishnamurthy, R. Bharat Rao |
Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text. |
ICMLA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, Harald Steck, R. Bharat Rao |
Bayesian Co-Training. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
lung cancer prognosis, classification, computer aided detection, clinical trial |
| 1 | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
Bayesian Network Learning with Parameter Constraints. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Terran Lane, R. Bharat Rao, Jinbo Bi, Jianming Liang, Marcos Salganicoff |
On the medical frontier: the 2006 KDD Cup competition and results. |
SIGKDD Explorations |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu |
Data mining for improved cardiac care. |
SIGKDD Explorations |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao |
Batch Classification with Applications in Computer Aided Diagnosis. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Glenn Fung, Murat Dundar, Balaji Krishnapuram, R. Bharat Rao |
Multiple Instance Learning for Computer Aided Diagnosis. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
cascading classification, sparse solutions, support vector machines, mathematical programming, computer aided detection |
| 1 | Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao |
Semi-Supervised Mixture of Kernels via LPBoost Methods. |
ICDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. |
SDM |
2005 |
DBLP BibTeX RDF |
|
| 1 | Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao |
Sparse Fisher Discriminant Analysis for Computer Aided Detection. |
SDM |
2005 |
DBLP BibTeX RDF |
|
| 1 | Glenn Fung, Maleeha Qazi, Sriram Krishnan, Jinbo Bi, R. Bharat Rao, A. Katz |
Sparse classifiers for Automated HeartWall Motion Abnormality Detection. |
ICMLA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao |
Rule extraction from linear support vector machines. |
KDD |
2005 |
DBLP DOI BibTeX RDF |
mathematical programming, rule extraction, linear classifiers, medical decision-support |
| 1 | Sathyakama Sandilya, R. Bharat Rao |
Continuous-Time Bayesian Modeling of Clinical Data. |
SDM |
2004 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao |
A fast iterative algorithm for fisher discriminant using heterogeneous kernels. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
Heterogeneous Kernels, Linear Fisher Discriminant, Mathematical Programming, Binary Classification |
| 1 | Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao |
Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. |
MICCAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Harsha Rao |
Clinical and financial outcomes analysis with existing hospital patient records. |
KDD |
2003 |
DBLP DOI BibTeX RDF |
Bayes Nets, data mining, HMMs, temporal reasoning |
| 1 | R. Bharat Rao, Scott Rickard, Frans Coetzee |
Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | R. Bharat Rao, Diana F. Gordon, William M. Spears |
For Every Generalization Action, Is There Really an Equal and Opposite Reaction? |
ICML |
1995 |
DBLP BibTeX RDF |
|
| 1 | R. Bharat Rao, Thomas B. Voigt, Thomas W. Fermanian |
Data Mining of Subjective Agricultural Data. |
ICML |
1993 |
DBLP BibTeX RDF |
|
| 1 | R. Bharat Rao, Stephen C. Y. Lu |
Building Models to Support Synthesis in Early Stage Product Design. |
AAAI |
1993 |
DBLP BibTeX RDF |
|
| 1 | R. Bharat Rao, Stephen C. Y. Lu |
Learning Engineering Models with the Minimum Description Length Principle. |
AAAI |
1992 |
DBLP BibTeX RDF |
|
| 1 | R. Bharat Rao, Stephen C. Y. Lu, Robert E. Stepp |
Knowledge-Based Equation Discovery in Engineering Domains. |
ML |
1991 |
DBLP BibTeX RDF |
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