Concepedia

Filip Mulier

FM

5

Publications

564

Citations

5

H-Index

1995

Active since

Affiliations

University of Minnesota(Current)

Filip Mulier is an author at University of Minnesota specializing in engineering, data science, and statistics.

Top concepts

EngineeringStatisticsData ScienceMachine LearningData MiningComputer ScienceKnowledge DiscoveryPattern RecognitionPredictive AnalyticsStatistical Inference

Publications per year

1995–2002

5

Publications

5

Model complexity control for regression using VC generalization bounds

Vladimir Cherkassky, Xuhui Shao, Filip Mulier et al. · IEEE Transactions on Neural Networks · 1999 · 194 citations

Mathematical Programming, Engineering, Machine Learning +18

Comparison of adaptive methods for function estimation from samples

Vladimir Cherkassky, D. Gehring, Filip Mulier · IEEE Transactions on Neural Networks · 1996 · 184 citations

Artificial Intelligence, Engineering, Machine Learning +18

Self-Organization as an Iterative Kernel Smoothing Process

Filip Mulier, Vladimir Cherkassky · Neural Computation · 1995 · 134 citations

Statistical Kernel, Image Analysis, Machine Learning +12

Statistical analysis of self-organization

Filip Mulier, Vladimir Cherkassky · Neural Networks · 1995 · 35 citations

Pattern Formation, Self-organizing System, Engineering +4

Learning rate schedules for self-organizing maps

Filip Mulier, Vladimir Cherkassky · 2002 · 17 citations

Engineering, Machine Learning, Unsupervised Machine Learning +16

Rows per page

1–5 of 5