Concepedia

Radu Stefan Niculescu

RS

13

Publications

1.2K

Citations

12

H-Index

2002

Active since

Affiliations

Carnegie Mellon University(Current)

Siemens (Germany)

Radu Stefan Niculescu is an author at Carnegie Mellon University specializing in data science, engineering, and machine learning.

Top concepts

Data ScienceEngineeringData MiningComputer ScienceMachine LearningKnowledge DiscoveryHealth InformaticsArtificial IntelligenceBiostatisticsBayesian Networks

Publications per year

2002–2022

13

Publications

13

Learning to Decode Cognitive States from Brain Images

T. M. Mitchell, Rebecca Hutchinson, Radu Stefan Niculescu et al. · Machine Learning · 2004 · 665 citations · Full text

Cognitive Science, Neuroimaging Modality, Computational Neuroscience +7

Classifying instantaneous cognitive states from fMRI data

Tom M. Mitchell, Rebecca Hutchinson, Marcel Adam Just et al. · PubMed · 2003 · 116 citations · Full text

Data mining for improved cardiac care

R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu · ACM SIGKDD Explorations Newsletter · 2006 · 116 citations

Heart Failure, Engineering, Optimization-based Data Mining +20

Bayesian Network Learning with Parameter Constraints

Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao · Journal of Machine Learning Research · 2006 · 98 citations

Artificial Intelligence, Bayesian Statistic, Engineering +17

Predictive maintenance applications for machine learning

Brad Cline, Radu Stefan Niculescu, Duane Huffman et al. · 2017 · 55 citations

Software Maintenance, Artificial Intelligence, Engineering +21

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