Mark Girolami - Concepedia

Author

Mark Girolami

Also Known As

Arto Klami, Calderhead, Ben, Girolami, M, Girolami, Mark, Girolami, Mark A, Girolami, Mark A., M GIROLAMI, M Girolami, M. A. Girolami, M. Girolami

458

Publications

19.5K

Citations

H-Index

285

Concepts

All Affiliations

University of Glasgow The Alan Turing Institute Turing Institute University of Cambridge University of Warwick

About

Mark Girolami is an author at University of Glasgow specializing in engineering, statistics, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	45	106	11.8K
2	Language Studies	7	7	469
3	Management	7	7	265
4	Business	5	5	180
5	Health Sciences	2	2	605

Mark Girolami

179

Publications

16.4K

Citations

H-Index

Page 1

	Year	Citations
Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources Te-Won Lee, Mark Girolami, Terrence J. Sejnowski Neural Computation Source SeparationEngineeringMachine LearningMixed SubgaussianExtended Infomax Algorithm	1999	2K
Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods Mark Girolami, Ben Calderhead Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringRiemann Manifold LangevinMonte Carlo MethodsStochastic AnalysisMarkov Chain Monte Carlo	2011	1.5K
Mercer kernel-based clustering in feature space Mark Girolami IEEE Transactions on Neural Networks Cluster ComputingEngineeringMachine LearningKernel MatrixData Structure	2002	898
Naturally Occurring Human Urinary Peptides for Use in Diagnosis of Chronic Kidney Disease David M. Good, Petra Zürbig, Àngel Argilés, Molecular & Cellular Proteomics	2010	531
Construction with digital twin information systems Rafael Sacks, Ioannis Brilakis, Ergo Pikas, Data-Centric Engineering Construction Project ManagementEngineeringArchitectural EngineeringDigital TwinningSmart Manufacturing	2020	496
Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights Arman Malekloo, Ekin Özer, Mohammad AlHamaydeh, Structural Health Monitoring EngineeringMachine LearningSmart CityBig Data AnalyticsMachine Learning Tool	2021	486
Blind source separation of more sources than mixtures using overcomplete representations Te-Won Lee, Michael S. Lewicki, Mark Girolami, IEEE Signal Processing Letters MusicSource SeparationOvercomplete RepresentationEngineeringMachine Learning	1999	405
The geometric foundations of Hamiltonian Monte Carlo Michael Betancourt, Simon Byrne, Samuel Livingstone, Bernoulli Hamiltonian TheoryHamiltonian Monte CarloComputational ScienceEngineeringMonte Carlo Method	2017	403
A unifying information-theoretic framework for independent component analysis Te-Won Lee, Mark Girolami, A. J. Bell, Computers & Mathematics with Applications Source SeparationEngineeringData ScienceKnowledge DiscoveryStatistical Inference	2000	358
Recommendations for Biomarker Identification and Qualification in Clinical Proteomics Harald Mischak, Günter Allmaier, Rolf Apweiler, Science Translational Medicine	2010	332

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