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Radu S. Niculescu, Ph.D. - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
machine learning
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7 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
2009 Hutchinson RA, Niculescu RS, Keller TA, Rustandi I, Mitchell TM. Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models. Neuroimage. 46: 87-104. PMID 19457397 DOI: 10.1016/J.Neuroimage.2009.01.025  0.383
2007 Niculescu RS, Mitchell TM, Rao RB. Modeling the fMRI signal via Hierarchical Clustered Hidden Process Models. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 558-62. PMID 18693898  0.679
2007 Niculescu RS, Mitchell TM, Rao RB. A theoretical framework for learning Bayesian networks with parameter inequality constraints Ijcai International Joint Conference On Artificial Intelligence. 155-160.  0.549
2006 Niculescu RS, Mitchell TM, Rao RB. Bayesian network learning with parameter constraints Journal of Machine Learning Research. 7: 1357-1383.  0.544
2005 Niculescu RS, Mitchell TM, Bharat Rao R. Exploiting parameter related domain knowledge for learning in graphical models Proceedings of the 2005 Siam International Conference On Data Mining, Sdm 2005. 310-321.  0.58
2004 Mitchell TM, Hutchinson R, Niculescu RS, Pereira F, Wang X, Just M, Newman S. Learning to decode cognitive states from brain images Machine Learning. 57: 145-175. DOI: 10.1023/B:Mach.0000035475.85309.1B  0.698
2003 Mitchell TM, Hutchinson R, Just MA, Niculescu RS, Pereira F, Wang X. Classifying instantaneous cognitive states from FMRI data. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 465-9. PMID 14728216  0.677
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