Concepedia

Petri Koistinen

PK

Statistics

Publications

8

Citations

681

H-Index

8

Active since

1991

Affiliations

University of Helsinki(Current)

University of Bonn

Statistics Finland

University of Oulu

Petri Koistinen is an author at University of Helsinki specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionNoiseSupervised LearningBiostatisticsImage AnalysisSignal Processing

Publications per year

1991–2015

8

Publications

8

Using additive noise in back-propagation training

Lasse Holmström, Petri Koistinen · IEEE Transactions on Neural Networks · 1992 · 351 citations

Engineering, Machine Learning, Network Generalization +16

Neural and statistical classifiers-taxonomy and two case studies

Lasse Holmström, Petri Koistinen, Jorma Laaksonen et al. · IEEE Transactions on Neural Networks · 1997 · 114 citations

Engineering, Machine Learning, Biometrics +19

Statistical inversion for medical x-ray tomography with few radiographs: II. Application to dental radiology

Ville Kolehmainen, Samuli Siltanen, S J rvenp et al. · Physics in Medicine and Biology · 2003 · 95 citations

Computed Tomography, Image Reconstruction, Engineering +21

Kernel regression and backpropagation training with noise

Petri Koistinen, Lasse Holmström · 1991 · 34 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +16

Bayesian adaptive Markov chain Monte Carlo estimation of genetic parameters

Boby Mathew, Andrea Michaela Bauer, Petri Koistinen et al. · Heredity · 2012 · 31 citations · Full text

Genetic Parameters, Bayesian Statistics, Biostatistics +8

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