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ORCIDRadu Stefan Niculescu
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2000 – 2009
- 2009
[j5]Rebecca A. Hutchinson, Radu Stefan Niculescu, Timothy A. Keller, Indrayana Rustandi, Tom M. Mitchell:
Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models. NeuroImage 46(1): 87-104 (2009)- 2008
- [c14]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles
:
Block-Suffix Shifting: Fast, Simultaneous Medical Concept Set Identification in Large Medical Record Corpora. AMIA 2008 - [c13]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
Real-time data pre-processing technique for efficient feature extraction in large scale datasets. CIKM 2008: 981-990 - [c12]Lucian Vlad Lita, Shipeng Yu, Radu Stefan Niculescu, Jinbo Bi:
Large Scale Diagnostic Code Classification for Medical Patient Records. IJCNLP 2008: 877-882 - [c11]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles:
Finding a Haystack in Haystacks - Simultaneous Identification of Concepts in Large Bio-Medical Corpora. SDM 2008: 668-679 - 2007
- [c10]Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao:
Modeling the fMRI Signal via Hierarchical Clustered Hidden Process Models. AMIA 2007 - [c9]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: 260-265 - [c8]Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao:
A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. IJCAI 2007: 155-160 - [c7]Vasco Pedro, Lucian Vlad Lita, Radu Stefan Niculescu, Bharat Rao, Jaime G. Carbonell:
Federated Ontology Search for the Medical Domain. OTM Workshops (1) 2007: 554-565 - 2006
- [j4]Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao:
Bayesian Network Learning with Parameter Constraints. J. Mach. Learn. Res. 7: 1357-1383 (2006) - [j3]R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu:
Data mining for improved cardiac care. SIGKDD Explor. 8(1): 3-10 (2006) - 2005
- [c6]Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao:
Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. SDM 2005: 310-321 - 2004
- [j2]Tom M. Mitchell, Rebecca A. Hutchinson, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang, Marcel Adam Just, Sharlene D. Newman:
Learning to Decode Cognitive States from Brain Images. Mach. Learn. 57(1-2): 145-175 (2004) - 2003
- [c5]Rich Caruana, Radu Stefan Niculescu, R. Bharat Rao, Cynthia Simms:
Evaluating the C-section Rate of Different Physician Practices: Using Machine Learning to Model Standard Practice. AMIA 2003 - [c4]Tom M. Mitchell, Rebecca A. Hutchinson, Marcel Adam Just, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang:
Classifying Instantaneous Cognitive States from fMRI Data. AMIA 2003 - [c3]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 - 2002
- [c2]Rich Caruana, Radu Stefan Niculescu, R. Bharat Rao, Cynthia Simms:
Machine learning for sub-population assessment: evaluating the C-section rate of different physician practices. AMIA 2002 - [c1]R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Arun Goel:
Mining time-dependent patient outcomes from hospital patient records. AMIA 2002 - 2000
- [j1]Stefan Andrei, Manfred Kudlek, Radu Stefan Niculescu:
Some results on the Collatz problem. Acta Informatica 37(2): 145-160 (2000)
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