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Publications by Fred A Hamprecht

A Comparison of Random Forest and Its Gini Importance With Standard Chemometric Methods for the Feature Selection and Classification of Spectral Data

BMC Bioinformatics

Applied Mathematics

Computer Science Applications

Structural Biology

Molecular Biology

English

Related publications

Infinite Feature Selection Based Arrhythmia Classification Using Semantic Features and Random Forest

International Journal of Intelligent Engineering and Systems

Computer Science

English

A Genetic Algorithm Based Feature Selection for Classification of Brain MRI Scan Images Using Random Forest Classifier

International Journal of Advanced Engineering Research and Science

English

A Comparison Study of Different Marker Selection Methods for Spectral-Spatial Classification of Hyperspectral Images

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

English

Feature Selection for Emotion Recognition Based on Random Forest

English

Classification of Gene Expression Data With Optimized Feature Selection

International Journal of Recent Technology and Engineering

Management of Technology

English

Classification of Data From Airborne Lidar Bathymetry With Random Forest Algorithm Based on Different Feature Vectors

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

English

Feature Selection and Classification for High-Dimensional Incomplete Multimodal Data

Mathematical Problems in Engineering

English

Stable Feature Selection and Classification Algorithms for Multiclass Microarray Data

Molecular Biology

Applied Mathematics

Biological Sciences

English

Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest

Lecture Notes in Computer Science

Computer Science

Theoretical Computer Science

English