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Do We Need to Observe Features to Perform Feature Selection?
Many feature selection methods were developed in the past, but in the core, they all work the same way — you pass a set of features to the algorithm and get a reduced set of the features. But can we perform a non-trivial
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D
Rok uplatnění
D - Stať ve sborníku
Geohazard Inventory Map 1:25.000, sheet Ghalandar
The map includes a comprehensive information on geological inventory and geohazard features. They include seismic features, erosion features, slope failures, flood features, etc....
DB - Geologie a mineralogie
- 2011 •
- Nmap
Rok uplatnění
Nmap - Specializovaná mapa s odborným obsahem
Geohazard Susceptibility Map 1:25.000, sheet Ahar
The map includes a comprehensive information on geological inventory and geohazard features. They include seismic features, erosion features, slope failures, flood features, etc....
DB - Geologie a mineralogie
- 2011 •
- Nmap
Rok uplatnění
Nmap - Specializovaná mapa s odborným obsahem
Geohazard Susceptibility Map 1:25.000, sheet Ghalandar
The map includes a comprehensive information on geological inventory and geohazard features. They include seismic features, erosion features, slope failures, flood features, etc....
DB - Geologie a mineralogie
- 2011 •
- Nmap
Rok uplatnění
Nmap - Specializovaná mapa s odborným obsahem
Feature Selection by Reordering
A method of proper selection of features for an inductive algorithm is discussed. The main idea consists in proper descending ordering of features according to the measure of new information contributing to the previous valuable set...
BA - Obecná matematika
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Important Features for Image Retrieval
This paper discusses features of images, which are important for data operation as a classification, according to the features. An importance of the features for image retrieval is shown here. Manners of the features
JC - Počítačový hardware a software
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround
feature selection methods. It follows from the implicit assumption that higher feature feature preferences, overfitting and feature acquisition cost. We propose an algorithmic extension applicable to many standard...
BD - Teorie informace
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Comparison of stability measures for feature selection
The feature selection is inevitable part of machine learning techniques in biomedical engineering and bioinformatics. Feature selection methods are used to select the most discriminative features, e.g. for disease classific...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Feature Space Optimization
The contribution deals with the problem of feature selection strategies for the case of high dimensional feature space. In this paper an effective method of feature selection is proposed where two different measures are con...
IN - Informatika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Gunshot Recognition using Low Level Features in the Time Domain
This paper explores the possibility of using scarcely used time-domain features for the task of gunshot recognition. A set of 11 features derived from temporal-gunshots. The features leverage the impulsive nature of gunshot...
Electrical and electronic engineering
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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