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Balaji Krishnapuram, Ph.D. - Publications

Affiliations: 
2004 Duke University, Durham, NC 
Area:
Electronics and Electrical Engineering
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20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2013 Wiessler W, Dekker A, Nalbantov G, Oberije C, Eble M, Dries W, Janvary L, Bulens P, Krishnapuram B, Lambin P. PO-0886: Privacy-preserving, multi-centric machine learning across hospitals and countries: does it work? Radiotherapy and Oncology. 106: S343. DOI: 10.1016/S0167-8140(15)33192-3  0.36
2013 Dekker A, Nalbantov G, Oberije C, Wiessler W, Eble M, Dries W, Janvary L, Bulens P, Krishnapuram B, Lambin P. PD-0496: Multi-centric learning with a federated IT infrastructure: application to 2-year lung-cancer survival prediction Radiotherapy and Oncology. 106: S193-S194. DOI: 10.1016/S0167-8140(15)32802-4  0.32
2012 Dekker A, Wiessler W, Xiao Y, Krishnapuram B, Rao B, O'Meara E, Velazquez E, Galvin J, Curran W, Lambin P. PD-0571 RAPID LEARNING IN PRACTICE: VALIDATION OF AN EU POPULATION-BASED PREDICTION MODEL IN USA TRIAL DATA FOR H&N CANCER. Radiotherapy and Oncology. 103: S229. DOI: 10.1016/S0167-8140(12)70910-6  0.348
2008 Starmans MH, Krishnapuram B, Steck H, Horlings H, Nuyten DS, van de Vijver MJ, Seigneuric R, Buffa FM, Harris AL, Wouters BG, Lambin P. Robust prognostic value of a knowledge-based proliferation signature across large patient microarray studies spanning different cancer types. British Journal of Cancer. 99: 1884-90. PMID 18985037 DOI: 10.1038/Sj.Bjc.6604746  0.316
2008 Raykar VC, Duraiswami R, Krishnapuram B. A fast algorithm for learning a ranking function from large-scale data sets. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1158-70. PMID 18550900 DOI: 10.1109/Tpami.2007.70776  0.461
2008 Dundar MM, Fung G, Krishnapuram B, Rao RB. Multiple-instance learning algorithms for computer-aided detection. Ieee Transactions On Bio-Medical Engineering. 55: 1015-21. PMID 18334393 DOI: 10.1109/Tbme.2007.909544  0.464
2008 Rao RB, Yakhnenko O, Krishnapuram B. KDD cup 2008 and the workshop on mining medical data Acm Sigkdd Explorations Newsletter. 10: 34-38. DOI: 10.1145/1540276.1540288  0.349
2008 Krishnapuram B, Stoeckel J, Raykar V, Rao B, Bamberger P, Ratner E, Merlet N, Stainvas I, Abramov M, Manevitch A. Multiple-instance learning improves CAD detection of masses in digital mammography Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5116: 350-357. DOI: 10.1007/978-3-540-70538-3_49  0.391
2008 Raykar VC, Krishnapuram B, Bi J, Dundar M, Rao RB. Bayesian multiple instance learning: Automatic feature selection and inductive transfer Proceedings of the 25th International Conference On Machine Learning. 808-815.  0.409
2007 Williams D, Liao X, Xue Y, Carin L, Krishnapuram B. On classification with incomplete data. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 427-36. PMID 17224613 DOI: 10.1109/Tpami.2007.52  0.58
2007 Krishnapuram B, Dehing C, Steck H, van der Weide H, De Ruysscher D, Nijsten B, Wanders S, Boersma L, Rao R, Lambin P. A Knowledge-Model for Predicting Radiation-Induced Esophagitis International Journal of Radiation Oncology*Biology*Physics. 69: S624. DOI: 10.1016/J.Ijrobp.2007.07.1951  0.387
2006 Ji S, Krishnapuram B, Carin L. Variational Bayes for continuous hidden Markov models and its application to active learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 522-32. PMID 16566502 DOI: 10.1109/Tpami.2006.85  0.596
2005 Krishnapuram B, Carin L, Figueiredo MA, Hartemink AJ. Sparse multinomial logistic regression: fast algorithms and generalization bounds. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 957-68. PMID 15943426 DOI: 10.1109/Tpami.2005.127  0.636
2004 Krishnapuram B, Hartemink AJ, Carin L, Figueiredo MA. A Bayesian approach to joint feature selection and classifier design. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1105-11. PMID 15742887 DOI: 10.1109/Tpami.2004.55  0.612
2004 Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for comprehensive cancer diagnosis using gene expression data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 11: 227-42. PMID 15285890 DOI: 10.1089/1066527041410463  0.546
2004 Yu Y, Krishnapuram B, Carin L. Inverse scattering with sparse Bayesian vector regression Inverse Problems. 20: S217-S231. DOI: 10.1088/0266-5611/20/6/S13  0.519
2003 Krishnapuram B, Sichina J, Carin L. Physics-based detection of targets in SAR imagery using support vector machines Ieee Sensors Journal. 3: 147-157. DOI: 10.1109/Jsen.2002.805552  0.544
2003 Liu Q, Krishnapuram B, Pratapa P, Liao X, Hartemink A, Carin L. Identification of differentially expressed proteins using MALDI-TOF mass spectra Conference Record of the Asilomar Conference On Signals, Systems and Computers. 2: 1323-1327.  0.414
2003 Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for cancer diagnosis using gene expression data Proceedings of the Annual International Conference On Computational Molecular Biology, Recomb. 167-175.  0.512
2001 Jones E, Krishnapuram B, Pormann J, Board JA, Carin L. Electromagnetic simulation environment Proceedings of Spie. 4367: 137-143. DOI: 10.1117/12.440013  0.469
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