Challenges of Feature Selection for Big Data Analytics

Challenges of Feature Selection for Big Data Analytics

7 November 2016

Huan Liu

Papers citing "Challenges of Feature Selection for Big Data Analytics"

14 / 14 papers shown

Title
A Contrast Based Feature Selection Algorithm for High-dimensional Data set in Machine Learning Chunxu Cao Qiang Zhang 15 1 0 15 Jan 2024
Memory-Efficient Continual Learning Object Segmentation for Long Video Amir Nazemi Mohammad Javad Shafiee Zahra Gharaee Paul Fieguth VOS CLL 22 0 0 26 Sep 2023
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette David Levin Gonen Singer 13 0 0 05 Sep 2023
Feature space reduction method for ultrahigh-dimensional, multiclass data: Random forest-based multiround screening (RFMS) Gergely Hanczár Marcell Stippinger D. Hanák M. T. Kurbucz Olivér M. Törteli Ágnes Chripkó Zoltán Somogyvári 16 1 0 25 May 2023
SFE: A Simple, Fast and Efficient Feature Selection Algorithm for High-Dimensional Data Behrouz Ahadzadeh Moloud Abdar F. Safara Abbas Khosravi M. Menhaj Ponnuthurai Nagaratnam Suganthan 11 56 0 17 Mar 2023
A concise method for feature selection via normalized frequencies Songbo Tan Xia He 14 1 0 10 Jun 2021
Use of High Dimensional Modeling for automatic variables selection: the best path algorithm Luigi Riso 18 0 0 07 May 2021
Ontology-based Feature Selection: A Survey K. Sikelis G. Tsekouras Konstantinos I. Kotis 19 15 0 15 Apr 2021
Feature Selection Based on Sparse Neural Network Layer with Normalizing Constraints P. Bugata P. Drotár 13 7 0 11 Dec 2020
Feature Selection from High-Dimensional Data with Very Low Sample Size: A Cautionary Tale L. Kuncheva Clare E. Matthews Álvar Arnaiz-González Juan José Rodríguez Diez 6 15 0 27 Aug 2020
Causality-based Feature Selection: Methods and Evaluations Kui Yu Xianjie Guo Lin Liu Jiuyong Li Hao Wang Zhaolong Ling Xindong Wu CML 24 92 0 17 Nov 2019
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection Xiao Dong Lei Zhu Xuemeng Song Jingjing Li Zhiyong Cheng 13 55 0 25 Apr 2019
Simple stopping criteria for information theoretic feature selection Shujian Yu José C. Príncipe 27 12 0 29 Nov 2018
Feature Selection: A Data Perspective Jundong Li Kewei Cheng Suhang Wang Fred Morstatter Robert P. Trevino Jiliang Tang Huan Liu 22 794 0 29 Jan 2016