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Feature Selection

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Feature selection for gesture recognition in Internet-of-Things for healthcare

22 May 2020

Internet of Things is rapidly spreading across several fields, including healthcare, posing relevant questions related to communication capabilities, energy efficiency and sensors unobtrusiveness.

EEG FEATURE SELECTION GESTURE RECOGNITION

Discriminative Dictionary Design for Action Classification in Still Images and Videos

20 May 2020

Specifically, we pose the selection of potent local descriptors as filtering based feature selection problem which ranks the local features per category based on a novel measure of distinctiveness.

ACTION CLASSIFICATION FEATURE SELECTION

A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity

20 May 2020

This paper presents a novel meta learning framework for feature selection (FS) based on fuzzy similarity.

FEATURE SELECTION META-LEARNING

Necessary and sufficient conditions for causal feature selection in time series with latent common causes

18 May 2020

We study the identification of direct and indirect causes on time series and provide necessary and sufficient conditions in the presence of latent variables.

FEATURE SELECTION TIME SERIES

Convolutional neural networks for classification and regression analysis of one-dimensional spectral data

15 May 2020

In this work, the performance of a CNN was investigated for classification and regression analysis of spectral data.

FEATURE SELECTION

Feature Selection with Evolving, Fast and Slow Using Two Parallel Genetic Algorithms

11 May 2020

Feature selection is one of the most challenging issues in machine learning, especially while working with high dimensional data.

FEATURE SELECTION

A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms

11 May 2020

Finally, a back-propagation neural network (BPN) is employed for classification, and its accuracy is used as the fitness in GA. A set of 500 mammogram images from the digital database of screening mammography (DDSM) is used for evaluation.

FEATURE SELECTION

A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets

11 May 2020

In this paper, we propose a novel weighted combination feature selection method using bootstrap and fuzzy sets.

FEATURE SELECTION

Performance Optimization of a Fuzzy Entropy based Feature Selection and Classification Framework

11 May 2020

The optimized framework was also compared with other six classical filter-based feature selection methods.

FEATURE SELECTION

A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem

10 May 2020

In any multi-script environment, handwritten script classification is of paramount importance before the document images are fed to their respective Optical Character Recognition (OCR) engines.

FEATURE SELECTION OPTICAL CHARACTER RECOGNITION