Feature Selection: A Data Perspective

Feature Selection: A Data Perspective

29 January 2016

Fred Morstatter

Robert P. Trevino

Huan Liu

Papers citing "Feature Selection: A Data Perspective"

19 / 19 papers shown

Title
Determining the severity of Parkinson's disease in patients using a multi task neural network María Teresa García-Ordás J. Benítez-Andrades José Aveleira-Mata José-Manuel Alija-Pérez Carmen Benavides 17 13 0 08 Feb 2024
A novel feature selection framework for incomplete data Cong Guo 11 2 0 07 Dec 2023
Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm Till Muser Elias Zapusek Vasilis Belis Florentin Reiter 30 5 0 25 Sep 2023
Finding Optimal Diverse Feature Sets with Alternative Feature Selection Jakob Bach 27 1 0 21 Jul 2023
Scalable variable selection for two-view learning tasks with projection operators S. Szedmák Riikka Huusari Tat Hong Duong Le Juho Rousu 24 0 0 04 Jul 2023
Interpretable Linear Dimensionality Reduction based on Bias-Variance Analysis Paolo Bonetti Alberto Maria Metelli Marcello Restelli 11 2 0 26 Mar 2023
Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection Meng Xiao Dongjie Wang Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 31 22 0 26 Feb 2023
High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection F. Souza C. Premebida Rui Araújo 19 25 0 18 Jul 2022
Optimizing model-agnostic Random Subspace ensembles V. A. Huynh-Thu Pierre Geurts 13 2 0 07 Sep 2021
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification Xiongshi Deng Min Li Shaobo Deng Lei Wang 9 95 0 30 May 2021
Orthogonal Least Squares Based Fast Feature Selection for Linear Classification Sikai Zhang Z. Lang 9 17 0 21 Jan 2021
Improving Sample and Feature Selection with Principal Covariates Regression Rose K. Cersonsky B. Helfrecht Edgar A. Engel Michele Ceriotti 14 31 0 22 Dec 2020
A Hybrid Intrusion Detection with Decision Tree for Feature Selection Mubarak Albarka Umar Zhanfang Chen Yan Liu 13 10 0 24 Sep 2020
Multi-Participant Multi-Class Vertical Federated Learning Siwei Feng Han Yu FedML 24 88 0 30 Jan 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
A Feature Selection Based on Perturbation Theory J. R. Anaraki Hamid Usefi AAML 20 23 0 26 Feb 2019
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 32 168 0 25 Sep 2018
Effective injury forecasting in soccer with GPS training data and machine learning A. Rossi Luca Pappalardo Paolo Cintia M. Iaia Javier Fernández Daniel Medina 16 205 0 23 May 2017
Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension J. Golay M. Kanevski 14 21 0 19 Aug 2016