Recent advances in feature selection and its applications

A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining

(2017) Debarka Sengupta et al.   IEEE Transactions on Neural Networks and Learning Systems

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features

(2016) Qifeng Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Local learning-based feature weighting with privacy preservation

(2016) Yun Li et al.   NEUROCOMPUTING

Adversarial Feature Selection Against Evasion Attacks

(2016) Fei Zhang et al.   IEEE Transactions on Cybernetics

Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

(2015) Sérgio Moro et al.   EXPERT SYSTEMS WITH APPLICATIONS

Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks and Sparse Group LASSO

(2015) Lei Zhao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

FREL: A Stable Feature Selection Algorithm

(2015) Yun Li et al.   IEEE Transactions on Neural Networks and Learning Systems

An Unsupervised Feature Selection Framework for Social Media Data

(2014) Jiliang Tang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

Feature Selection for Social Media Data

(2014) Jiliang Tang et al.   ACM Transactions on Knowledge Discovery from Data

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Online Feature Selection and Its Applications

(2013) Jialei Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Security Evaluation of Pattern Classifiers under Attack

(2013) Battista Biggio et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A comparative study of iterative and non-iterative feature selection techniques for software defect prediction

(2013) Taghi M. Khoshgoftaar et al.   INFORMATION SYSTEMS FRONTIERS

Massively parallel feature selection: an approach based on variance preservation

(2013) Zheng Zhao et al.   MACHINE LEARNING

Stable Gene Selection from Microarray Data via Sample Weighting

(2011) Lei Yu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

gMLC: a multi-label feature selection framework for graph classification

(2011) Xiangnan Kong et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Stable feature selection for biomarker discovery

(2010) Zengyou He et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

The security of machine learning

(2010) Marco Barreno et al.   MACHINE LEARNING

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

(2009) Thomas Abeel et al.   BIOINFORMATICS

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The 30th Anniversary of the IEEE Transactions on Pattern Analysis and Machine Intelligence

(2009) Ramin Zabih   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

MapReduce

(2008) Jeffrey Dean et al.   COMMUNICATIONS OF THE ACM