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Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion

https://doi.org/10.1007/11744023_6
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0471200611openalex-snapshot
Elements of Information Theory
inferredcites →https://doi.org/10.1016/s0893-6080(00)00026-5openalex-snapshot
Independent component analysis: algorithms and applications
inferredcites →https://doi.org/10.1109/34.598228openalex-snapshot
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
inferredcites →https://doi.org/10.1109/34.879790openalex-snapshot
The FERET evaluation methodology for face-recognition algorithms
inferredcites →https://doi.org/10.1109/34.935849openalex-snapshot
Multiclass linear dimension reduction by weighted pairwise Fisher criteria
inferredcites →https://doi.org/10.1109/34.990133openalex-snapshot
Unsupervised feature selection using feature similarity
inferredcites →https://doi.org/10.1109/cvpr.2004.1315171openalex-snapshot
Feature selection for classifying high-dimensional numerical data
inferredcites →https://doi.org/10.1109/cvpr.2004.1315242openalex-snapshot
Scalable discriminant feature selection for image retrieval and recognition
inferredcites →https://doi.org/10.1109/icassp.2002.5743865openalex-snapshot
On feature extraction by mutual information maximization
inferredcites →https://doi.org/10.1109/tpami.2002.1114861openalex-snapshot
Input feature selection by mutual information based on Parzen window
inferredcites →https://doi.org/10.1109/tpami.2003.1227989openalex-snapshot
Adaptive sparseness for supervised learning
inferredcites →https://doi.org/10.1109/tpami.2004.13openalex-snapshot
Linear dimensionality reduction via a heteroscedastic extension of LDA: the Chernoff criterion
inferredcites →https://doi.org/10.1109/tpami.2004.55openalex-snapshot
A Bayesian approach to joint feature selection and classifier design
inferredcites →https://doi.org/10.1109/tpami.2004.57openalex-snapshot
A unified framework for subspace face recognition
inferredcites →https://doi.org/10.1109/tpami.2005.159openalex-snapshot
Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
inferredcites →https://doi.org/10.1162/jocn.1991.3.1.71openalex-snapshot
Eigenfaces for Recognition
inferredcites →https://doi.org/10.1364/josaa.14.001724openalex-snapshot
Discriminant analysis for recognition of human face images

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4552873openalex-extracted
Data Preprocessing and Expert Knowledge Integration for Feature Selection in Process Industry
inferred← citeshttps://doi.org/10.1002/sec.303openalex-snapshot
An information theoretic approach for feature selection
inferred← citeshttps://doi.org/10.1007/978-3-030-05645-2_3openalex-snapshot
On the Relevance of Preprocessing in Predictive Maintenance for Dynamic Systems
inferred← citeshttps://doi.org/10.1007/978-3-030-13709-0_5openalex-snapshot
Information-Theoretic Feature Selection Using High-Order Interactions
inferred← citeshttps://doi.org/10.1007/978-3-030-16946-6_26openalex-snapshot
Enhancing Network Intrusion Detection System Method (NIDS) Using Mutual Information (RF-CIFE)
inferred← citeshttps://doi.org/10.1007/978-3-030-50426-7_1openalex-snapshot
Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy
inferred← citeshttps://doi.org/10.1007/978-3-030-50436-6_51openalex-snapshot
Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing
inferred← citeshttps://doi.org/10.1007/978-3-030-77964-1_37openalex-snapshot
Controlling Costs in Feature Selection: Information Theoretic Approach
inferred← citeshttps://doi.org/10.1007/978-3-030-86534-4_23openalex-snapshot
Filter-Based Feature Selection Methods for Industrial Sensor Data: A Review
inferred← citeshttps://doi.org/10.1007/978-3-031-33498-6_8openalex-snapshot
Cost-constrained Group Feature Selection Using Information Theory
inferred← citeshttps://doi.org/10.1007/978-3-032-02489-3_17openalex-snapshot
Cancer Diseases Classification with Sparse Neural Networks: An Information-Theoretic Approach
inferred← citeshttps://doi.org/10.1007/978-3-319-50832-0_41openalex-snapshot
Features of Internal Jugular Vein Contours for Classification
inferred← citeshttps://doi.org/10.1007/978-3-319-68612-7_41openalex-snapshot
A Feature Selection Approach Based on Information Theory for Classification Tasks
inferred← citeshttps://doi.org/10.1007/978-3-319-93040-4_10openalex-snapshot
An Interaction-Enhanced Feature Selection Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-19-3998-3_48openalex-snapshot
Maximum-Relevance and Maximum-Complementarity Feature Selection with Random Forest
inferred← citeshttps://doi.org/10.1007/978-981-99-5834-4_32openalex-snapshot
A Novel Meta-heuristic Search Based on Mutual Information for Filter-Based Feature Selection
inferred← citeshttps://doi.org/10.1007/s00362-022-01308-wopenalex-snapshot
Squared error-based shrinkage estimators of discrete probabilities and their application to variable selection
inferred← citeshttps://doi.org/10.1007/s00521-013-1368-0openalex-snapshot
A review of feature selection methods based on mutual information
inferred← citeshttps://doi.org/10.1007/s10100-023-00903-yopenalex-snapshot
FSOCP: feature selection via second-order cone programming
inferred← citeshttps://doi.org/10.1007/s10115-022-01825-yopenalex-snapshot
An in-depth and contrasting survey of meta-heuristic approaches with classical feature selection techniques specific to cervical cancer
inferred← citeshttps://doi.org/10.1007/s10115-025-02463-wopenalex-snapshot
H2LFR: a hybrid two-layered feature ranking approach for enhanced data analysis
inferred← citeshttps://doi.org/10.1007/s10278-020-00338-wopenalex-snapshot
An Efficient Content-Based Image Retrieval System for the Diagnosis of Lung Diseases
inferred← citeshttps://doi.org/10.1007/s10489-018-1305-0openalex-snapshot
Feature selection based on conditional mutual information: minimum conditional relevance and minimum conditional redundancy
inferred← citeshttps://doi.org/10.1007/s10489-019-01597-zopenalex-snapshot
Feature redundancy term variation for mutual information-based feature selection
inferred← citeshttps://doi.org/10.1007/s10489-020-01726-zopenalex-snapshot
Dynamic feature selection method with minimum redundancy information for linear data
inferred← citeshttps://doi.org/10.1007/s10489-021-02412-4openalex-snapshot
Conditional mutual information-based feature selection algorithm for maximal relevance minimal redundancy
inferred← citeshttps://doi.org/10.1007/s10489-021-02524-xopenalex-snapshot
Feature selection based on mutual information with correlation coefficient
inferred← citeshttps://doi.org/10.1007/s10549-024-07375-xopenalex-snapshot
Revolutionizing breast cancer Ki-67 diagnosis: ultrasound radiomics and fully connected neural networks (FCNN) combination method
inferred← citeshttps://doi.org/10.1007/s10586-016-0635-0openalex-snapshot
Supervised feature selection method via potential value estimation
inferred← citeshttps://doi.org/10.1007/s10586-017-0843-2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10586-026-06076-yopenalex-snapshot
CUDA acceleration of feature selection methods based on conditional mutual information
inferred← citeshttps://doi.org/10.1007/s10707-025-00562-yopenalex-snapshot
Explainable address matching in online geocoding: filter-based feature selection and ensemble classification
inferred← citeshttps://doi.org/10.1007/s10772-025-10191-3openalex-snapshot
Speaker independent dysarthria severity classification using synthesis-based augmentation
inferred← citeshttps://doi.org/10.1007/s10994-019-05795-1openalex-snapshot
Efficient feature selection using shrinkage estimators
inferred← citeshttps://doi.org/10.1007/s11009-020-09783-0openalex-snapshot
Asymptotic Distributions of Empirical Interaction Information
inferred← citeshttps://doi.org/10.1007/s11042-021-11474-yopenalex-snapshot
Hybrid method to supervise feature selection using signal processing and complex algebra techniques
inferred← citeshttps://doi.org/10.1007/s11063-021-10720-6openalex-snapshot
A Feature Selection Algorithm Based on Equal Interval Division and Conditional Mutual Information
inferred← citeshttps://doi.org/10.1007/s11063-023-11256-7openalex-snapshot
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis
inferred← citeshttps://doi.org/10.1007/s11082-019-2053-zopenalex-snapshot
Infrared and radar fusion detection method based on heterogeneous data preprocessing
inferred← citeshttps://doi.org/10.1007/s11227-020-03196-zopenalex-snapshot
MLEsIDSs: machine learning-based ensembles for intrusion detection systems—a review
inferred← citeshttps://doi.org/10.1007/s11227-022-04504-5openalex-snapshot
Analysis of impact of balanced level on MI-based and non-MI-based feature selection methods
inferred← citeshttps://doi.org/10.1007/s11227-024-06714-5openalex-snapshot
An improved conditional relevance and weighted redundancy feature selection method for gene expression data
inferred← citeshttps://doi.org/10.1007/s11265-019-1443-6openalex-snapshot
M3U: Minimum Mean Minimum Uncertainty Feature Selection for Multiclass Classification
inferred← citeshttps://doi.org/10.1007/s11655-016-2264-0openalex-snapshot
Classifying syndromes in Chinese medicine using multi-label learning algorithm with relevant features for each label
inferred← citeshttps://doi.org/10.1007/s13042-022-01706-4openalex-snapshot
Dynamic feature selection combining standard deviation and interaction information
inferred← citeshttps://doi.org/10.1007/s13258-019-00816-8openalex-snapshot
In silico markers: an evolutionary and statistical approach to select informative genes of human breast cancer subtypes
inferred← citeshttps://doi.org/10.1016/j.aci.2019.01.001openalex-snapshot
Streaming feature selection algorithms for big data: A survey
inferred← citeshttps://doi.org/10.1016/j.aci.2019.12.003openalex-snapshot
Feature selection based on weighted conditional mutual information
inferred← citeshttps://doi.org/10.1016/j.asoc.2020.106337openalex-snapshot
A novel hybrid feature selection method based on dynamic feature importance
inferred← citeshttps://doi.org/10.1016/j.asoc.2020.106537openalex-snapshot
Feature selection considering Uncertainty Change Ratio of the class label
inferred← citeshttps://doi.org/10.1016/j.asoc.2021.108025openalex-snapshot
Online streaming feature selection based on neighborhood rough set
inferred← citeshttps://doi.org/10.1016/j.bspc.2023.105288openalex-snapshot
Feature Selection Algorithms Highlight the Importance of the Systolic Segment for Normal/Murmur Pcg Beat Classification
inferred← citeshttps://doi.org/10.1016/j.cag.2019.08.015openalex-snapshot
A novel visual approach for enhanced attribute analysis and selection
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2017.10.008openalex-snapshot
Feature selection method based on support vector machine and shape analysis for high-throughput medical data
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2021.104244openalex-snapshot
Machine learning integrated ensemble of feature selection methods followed by survival analysis for predicting breast cancer subtype specific miRNA biomarkers
inferred← citeshttps://doi.org/10.1016/j.engappai.2021.104481openalex-snapshot
A conditional-weight joint relevance metric for feature relevancy term
inferred← citeshttps://doi.org/10.1016/j.eswa.2009.04.056openalex-snapshot
Automatic linear causal relationship identification for financial factor modeling
inferred← citeshttps://doi.org/10.1016/j.eswa.2015.10.018openalex-snapshot
Acoustic Event Classification using spectral band selection and Non-Negative Matrix Factorization-based features
inferred← citeshttps://doi.org/10.1016/j.eswa.2016.01.021openalex-snapshot
Unsupervised probabilistic feature selection using ant colony optimization
inferred← citeshttps://doi.org/10.1016/j.eswa.2017.04.022openalex-snapshot
An improved genetic-fuzzy system for classification and data analysis
inferred← citeshttps://doi.org/10.1016/j.eswa.2018.11.018openalex-snapshot
Feature selection based on feature interactions with application to text categorization
inferred← citeshttps://doi.org/10.1016/j.future.2019.04.017openalex-snapshot
Machine learning in the Internet of Things: Designed techniques for smart cities
inferred← citeshttps://doi.org/10.1016/j.ijar.2024.109253openalex-snapshot
Robust weighted fuzzy margin-based feature selection with three-way decision
inferred← citeshttps://doi.org/10.1016/j.ijepes.2020.106760openalex-snapshot
Wide-area security assessment based on informative variables of power system
inferred← citeshttps://doi.org/10.1016/j.ijforecast.2022.09.003openalex-snapshot
Identifying predictors of analyst rating quality: An ensemble feature selection approach
inferred← citeshttps://doi.org/10.1016/j.ins.2017.08.036openalex-snapshot
Feature selection by optimizing a lower bound of conditional mutual information
inferred← citeshttps://doi.org/10.1016/j.ins.2018.09.045openalex-snapshot
Insights into distributed feature ranking
inferred← citeshttps://doi.org/10.1016/j.ins.2021.03.049openalex-snapshot
Feature selection via max-independent ratio and min-redundant ratio based on adaptive weighted kernel density estimation
inferred← citeshttps://doi.org/10.1016/j.ins.2021.05.049openalex-snapshot
Data poisoning against information-theoretic feature selection
inferred← citeshttps://doi.org/10.1016/j.jbi.2019.103254openalex-snapshot
Genome-wide analysis of multi-view data of miRNA-seq to identify miRNA biomarkers for stomach cancer
inferred← citeshttps://doi.org/10.1016/j.jfoodeng.2020.110281openalex-snapshot
Signifying the information carrying bands of hyperspectral imaging for honey botanical origin classification
inferred← citeshttps://doi.org/10.1016/j.knosys.2017.10.028openalex-snapshot
Differential evolution for filter feature selection based on information theory and feature ranking
inferred← citeshttps://doi.org/10.1016/j.knosys.2019.105272openalex-snapshot
Multiple indefinite kernel learning for feature selection
inferred← citeshttps://doi.org/10.1016/j.knosys.2022.109449openalex-snapshot
A-SFS: Semi-supervised feature selection based on multi-task self-supervision
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.115881openalex-snapshot
Early fire detection using wavelet based features
inferred← citeshttps://doi.org/10.1016/j.neucom.2016.11.001openalex-snapshot
Feature selection based on quality of information
inferred← citeshttps://doi.org/10.1016/j.neucom.2016.11.047openalex-snapshot
Theoretical evaluation of feature selection methods based on mutual information
inferred← citeshttps://doi.org/10.1016/j.neucom.2017.11.058openalex-snapshot
Interaction-based feature selection using Factorial Design
inferred← citeshttps://doi.org/10.1016/j.neucom.2018.09.017openalex-snapshot
On the role of sparsity in feature selection and an innovative method LRMI
inferred← citeshttps://doi.org/10.1016/j.neucom.2018.09.077openalex-snapshot
Theoretical foundations of forward feature selection methods based on mutual information
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.05.048openalex-snapshot
Stopping rules for mutual information-based feature selection
inferred← citeshttps://doi.org/10.1016/j.neucom.2022.09.101openalex-snapshot
Feature selection using Decomposed Mutual Information Maximization
inferred← citeshttps://doi.org/10.1016/j.neunet.2021.01.004openalex-snapshot
A neurodynamic optimization approach to supervised feature selection via fractional programming
inferred← citeshttps://doi.org/10.1016/j.neunet.2021.04.038openalex-snapshot
Two-timescale neurodynamic approaches to supervised feature selection based on alternative problem formulations
inferred← citeshttps://doi.org/10.1016/j.patcog.2013.04.021openalex-snapshot
Mutual information-based method for selecting informative feature sets
inferred← citeshttps://doi.org/10.1016/j.patcog.2015.11.007openalex-snapshot
Can high-order dependencies improve mutual information based feature selection?
inferred← citeshttps://doi.org/10.1016/j.patcog.2018.02.020openalex-snapshot
Class-specific mutual information variation for feature selection
inferred← citeshttps://doi.org/10.1016/j.patcog.2022.108603openalex-snapshot
R2CI: Information theoretic-guided feature selection with multiple correlations
inferred← citeshttps://doi.org/10.1016/j.patter.2022.100471openalex-snapshot
Relevance, redundancy, and complementarity trade-off (RRCT): A principled, generic, robust feature-selection tool
inferred← citeshttps://doi.org/10.1016/j.robot.2020.103598openalex-snapshot
Visual place recognition using directed acyclic graph association measures and mutual information-based feature selection
inferred← citeshttps://doi.org/10.1021/acs.jcim.4c00586openalex-snapshot
A New Fingerprint and Graph Hybrid Neural Network for Predicting Molecular Properties
inferred← citeshttps://doi.org/10.1038/s41528-024-00313-3openalex-snapshot
On non-von Neumann flexible neuromorphic vision sensors
inferred← citeshttps://doi.org/10.1038/s41598-021-83150-yopenalex-snapshot
Dimensionality reduction using singular vectors
inferred← citeshttps://doi.org/10.1063/1.4874326openalex-snapshot
Electronic nose with a new feature reduction method and a multi-linear classifier for Chinese liquor classification
inferred← citeshttps://doi.org/10.1063/1.5064540openalex-snapshot
Electronic nose using a bio-inspired neural network modeled on mammalian olfactory system for Chinese liquor classification
inferred← citeshttps://doi.org/10.1063/5.0002344openalex-snapshot
Sign language gesture recognition with bispectrum features using SVM
inferred← citeshttps://doi.org/10.1080/10255842.2026.2629440openalex-snapshot
Exercise ECG classification based on HRV features induced by robust R-peak detection model
inferred← citeshttps://doi.org/10.1080/17457300.2023.2245804openalex-snapshot
Identification and screening of key traffic violations: based on the perspective of expressing driver’s accident risk
inferred← citeshttps://doi.org/10.1080/24754269.2025.2516346openalex-snapshot
Reinforced variable selection
inferred← citeshttps://doi.org/10.1088/1361-6501/28/1/015105openalex-snapshot
Signal processing inspired from the olfactory bulb for electronic noses
inferred← citeshttps://doi.org/10.1088/1361-6501/ad204copenalex-snapshot
Research on bearing ZC feature selection method based on DWCMI
inferred← citeshttps://doi.org/10.1088/1741-2552/ac9e75openalex-snapshot
Improving pre-movement pattern detection with filter bank selection
inferred← citeshttps://doi.org/10.1093/jcde/qwae051openalex-snapshot
Advancing feature ranking with hybrid feature ranking weighted majority model: a weighted majority voting strategy enhanced by the Harris hawks optimizer
inferred← citeshttps://doi.org/10.1093/nargab/lqac014openalex-snapshot
Feature selection for kernel methods in systems biology
inferred← citeshttps://doi.org/10.1101/646919openalex-snapshot
Information Theoretic Feature Selection Methods for Single Cell RNA-Sequencing
inferred← citeshttps://doi.org/10.1109/access.2019.2893320openalex-snapshot
A Novel Feature Selection in Vehicle Detection Through the Selection of Dominant Patterns of Histograms of Oriented Gradients (DPHOG)
inferred← citeshttps://doi.org/10.1109/access.2020.2974982openalex-snapshot
Stability Assessment of Feature Selection Algorithms on Homogeneous Datasets: A Study for Sensor Array Optimization Problem
inferred← citeshttps://doi.org/10.1109/access.2020.2987057openalex-snapshot
Filter-Based Multi-Objective Feature Selection Using NSGA III and Cuckoo Optimization Algorithm
inferred← citeshttps://doi.org/10.1109/access.2020.3012768openalex-snapshot
Feature Selection for High Dimensional Data Using Weighted K-Nearest Neighbors and Genetic Algorithm
inferred← citeshttps://doi.org/10.1109/access.2021.3053335openalex-snapshot
Classification of Dysarthric Speech According to the Severity of Impairment: an Analysis of Acoustic Features
inferred← citeshttps://doi.org/10.1109/access.2021.3077958openalex-snapshot
An Empirical Study of Several Information Theoretic Based Feature Extraction Methods for Classifying High Dimensional Low Sample Size Data
inferred← citeshttps://doi.org/10.1109/access.2022.3180773openalex-snapshot
Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8621986openalex-snapshot
Automated Generation and Selection of Interpretable Features for Enterprise Security
inferred← citeshttps://doi.org/10.1109/ccdc55256.2022.10034289openalex-snapshot
Exploring Cancer Biomarker Genes from Gene Expression Data via Natureinspired Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/ccece.2011.6030480openalex-snapshot
A novel evaluation function for feature selection based upon information theory
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587347openalex-snapshot
Mining compositional features for boosting
inferred← citeshttps://doi.org/10.1109/iadcc.2015.7154844openalex-snapshot
A Genetic algorithm based feature selection technique for classification of multiple-subject fMRI data
inferred← citeshttps://doi.org/10.1109/iccece54139.2022.9712810openalex-snapshot
Information-theoretic feature selection based on the Weight of the New Classification Information
inferred← citeshttps://doi.org/10.1109/icist55546.2022.9926909openalex-snapshot
Feature Selection via Normalized Dynamic Change of Selected Feature with Class
inferred← citeshttps://doi.org/10.1109/icmla66185.2025.00121openalex-snapshot
An Autoencoder-based Feature Selection with Optimized Reconstruction Loss and Feature Scoring
inferred← citeshttps://doi.org/10.1109/icnidc.2018.8525830openalex-snapshot
Ensemble Feature Selection Method Based on Adaptive Weights
inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9413262openalex-snapshot
Watermelon: a Novel Feature Selection Method Based on Bayes Error Rate Estimation and a New Interpretation of Feature Relevance and Redundancy
inferred← citeshttps://doi.org/10.1109/iemcon51383.2020.9284834openalex-snapshot
“Can NLP techniques be utilized as a reliable tool for medical science?” - Building a NLP Framework to Classify Medical Reports
inferred← citeshttps://doi.org/10.1109/ijcnn.2016.7727295openalex-snapshot
Measuring sleep quality from EEG with machine learning approaches
inferred← citeshttps://doi.org/10.1109/ijcnn.2018.8489730openalex-snapshot
AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852324openalex-snapshot
Feature selection based on feature curve of subclass problem
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852410openalex-snapshot
Feature Selection via Mutual Information: New Theoretical Insights
inferred← citeshttps://doi.org/10.1109/isbi.2015.7164146openalex-snapshot
Automated thresholded region classification using a robust feature selection method for PET-CT
inferred← citeshttps://doi.org/10.1109/ismsit.2018.8567043openalex-snapshot
A multi-objective differential evolution feature selection approach with a combined filter criterion
inferred← citeshttps://doi.org/10.1109/itsc.2019.8917161openalex-snapshot
Context Discovery for Personalised Automotive Functions
inferred← citeshttps://doi.org/10.1109/jiot.2020.3016297openalex-snapshot
Deep Q-Network-Based Feature Selection for Multisourced Data Cleaning
inferred← citeshttps://doi.org/10.1109/jsen.2017.2774438openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/jsen.2018.2871599openalex-snapshot
Data Processing for Multiple Electronic Noses Using Sensor Response Visualization
inferred← citeshttps://doi.org/10.1109/jsen.2020.3000756openalex-snapshot
Information-Theoretic Ensemble Feature Selection With Multi-Stage Aggregation for Sensor Array Optimization
inferred← citeshttps://doi.org/10.1109/jstars.2021.3063507openalex-snapshot
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection
inferred← citeshttps://doi.org/10.1109/pimrc.2017.8292659openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/rivf55975.2022.10013860openalex-snapshot
A Filter Approach Based on Binary Integer Programming for Feature Selection
inferred← citeshttps://doi.org/10.1109/silcon67893.2025.11327042openalex-snapshot
Identification of Four Signature Genes of Breast Cancer by Exploring RNA-seq Data using Ensemble Technique
inferred← citeshttps://doi.org/10.1109/socpar.2010.5686645openalex-snapshot
When classifier selection meets information theory: A unifying view
inferred← citeshttps://doi.org/10.1109/ssci.2017.8285300openalex-snapshot
A differential evolution based feature selection approach using an improved filter criterion
inferred← citeshttps://doi.org/10.1109/ssci50451.2021.9660067openalex-snapshot
Interaction-Aware Sensitivity Analysis for Aerodynamic Optimization Results using Information Theory
inferred← citeshttps://doi.org/10.1109/tai.2021.3105084openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tai.2024.3436664openalex-snapshot
Cost-Efficient Feature Selection for Horizontal Federated Learning
inferred← citeshttps://doi.org/10.1109/tcyb.2017.2702059openalex-snapshot
Feature Selection for Nonstationary Data: Application to Human Recognition Using Medical Biometrics
inferred← citeshttps://doi.org/10.1109/tfuzz.2024.3394709openalex-snapshot
Attribute Reduction Based on Fuzzy Distinguishable Pair Metric Considering Redundancy Upper and Lower Bounds
inferred← citeshttps://doi.org/10.1109/tfuzz.2025.3574786openalex-snapshot
EEG Feature Selection in Emotion Recognition Using a Fuzzy Information-Theoretic Based Optimization Approach
inferred← citeshttps://doi.org/10.1109/tim.2016.2578618openalex-snapshot
A Bioinspired Neural Network for Data Processing in an Electronic Nose
inferred← citeshttps://doi.org/10.1109/tim.2018.2872387openalex-snapshot
Characterization of $S_1$ and $S_2$ Heart Sounds Using Stacked Autoencoder and Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/tip.2017.2687128openalex-snapshot
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images
inferred← citeshttps://doi.org/10.1109/tit.2022.3188708openalex-snapshot
A General Framework for Class Label Specific Mutual Information Feature Selection Method
inferred← citeshttps://doi.org/10.1109/tkde.2017.2650906openalex-snapshot
Feature Selection by Maximizing Independent Classification Information
inferred← citeshttps://doi.org/10.1109/tkde.2018.2865778openalex-snapshot
MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection
inferred← citeshttps://doi.org/10.1109/tmm.2014.2359771openalex-snapshot
Conceptlets: Selective Semantics for Classifying Video Events
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3213167openalex-snapshot
Supervised Feature Selection via Collaborative Neurodynamic Optimization
inferred← citeshttps://doi.org/10.1109/tpami.2017.2777967openalex-snapshot
Clickstream Analysis for Crowd-Based Object Segmentation with Confidence
inferred← citeshttps://doi.org/10.1109/tpami.2020.2987013openalex-snapshot
Multiview Feature Selection for Single-View Classification
inferred← citeshttps://doi.org/10.1109/tpami.2020.3002843openalex-snapshot
Infinite Feature Selection: A Graph-based Feature Filtering Approach
inferred← citeshttps://doi.org/10.1109/tsp.2022.3151317openalex-snapshot
Nonlinear Dimension Reduction by PDF Estimation
inferred← citeshttps://doi.org/10.1134/s1022795423130021openalex-snapshot
Feature Importance Genes from Breast Cancer Subtypes Classification Employing Machine Learning
inferred← citeshttps://doi.org/10.1137/s0040585x97t991520openalex-snapshot
On Relevant Features Selection Based on Information Theory
inferred← citeshttps://doi.org/10.1145/2623330.2623611openalex-snapshot
Effective global approaches for mutual information based feature selection
inferred← citeshttps://doi.org/10.1145/2983323.2983762openalex-snapshot
Supervised Feature Selection by Preserving Class Correlation
inferred← citeshttps://doi.org/10.1145/3136625openalex-snapshot
Feature Selection
inferred← citeshttps://doi.org/10.1145/3269206.3271752openalex-snapshot
A Scalable Algorithm for Higher-order Features Generation using MinHash
inferred← citeshttps://doi.org/10.1145/3340531.3415927openalex-snapshot
Tolerant Markov Boundary Discovery for Feature Selection
inferred← citeshttps://doi.org/10.1145/3436891openalex-snapshot
A Unified View of Causal and Non-causal Feature Selection
inferred← citeshttps://doi.org/10.1145/3492865openalex-snapshot
A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data
inferred← citeshttps://doi.org/10.1145/3568562.3568604openalex-snapshot
Empirical Analysis of Filter Feature Selection Criteria on Financial Datasets
inferred← citeshttps://doi.org/10.1145/3588961openalex-snapshot
FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data
inferred← citeshttps://doi.org/10.1145/3701551.3703515openalex-snapshot
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders
inferred← citeshttps://doi.org/10.11606/t.55.2020.tde-31082020-175620openalex-snapshot
Novel visual approaches for attribute analysis, selection, and prediction
inferred← citeshttps://doi.org/10.1609/aaai.v25i1.7902openalex-snapshot
Size Adaptive Selection of Most Informative Features
inferred← citeshttps://doi.org/10.1609/aaai.v28i1.8953openalex-snapshot
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View
inferred← citeshttps://doi.org/10.1609/aaai.v34i04.6050openalex-snapshot
Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection
inferred← citeshttps://doi.org/10.1609/aaai.v36i8.20889openalex-snapshot
Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables
inferred← citeshttps://doi.org/10.1609/aaai.v37i9.26236openalex-snapshot
Practical Markov Boundary Learning without Strong Assumptions
inferred← citeshttps://doi.org/10.17760/d20487166openalex-snapshot
Analysis and modification of mutual information-based feature selection methods regarding data imbalance and incompleteness
inferred← citeshttps://doi.org/10.20944/preprints202402.1217.v2openalex-snapshot
Revolutionizing Parasitic Infection Diagnosis in Northern Nigeria: An Integrated Machine Learning Approach for the Identification of Intestinal Parasites and Associated Risk Factors
inferred← citeshttps://doi.org/10.20965/jrm.2018.p0921openalex-snapshot
Improved Artificial Bee Colony Algorithm and its Application in Classification
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1354806/v1openalex-snapshot
Feature Selection with Missing Values in DNA Microarray Gene Expression Data
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3120809/v1openalex-snapshot
A GA-like Dynamic Probability Method with Mutual Information for Feature Selection
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3932698/v1openalex-snapshot
Reinforced Variable Selection via Natural Policy Gradient
inferred← citeshttps://doi.org/10.22630/mibe.2019.20.3.20openalex-snapshot
ANALYSIS OF NOVEL FEATURE SELECTION CRITERION BASED ON INTERACTIONS OF HIGHER ORDER IN CASE OF PRODUCTION PLANT DATA
inferred← citeshttps://doi.org/10.26686/wgtn.14273291openalex-snapshot
Differential evolution for filter feature selection based on information theory and feature ranking
inferred← citeshttps://doi.org/10.26686/wgtn.14273291.v1openalex-snapshot
Differential evolution for filter feature selection based on information theory and feature ranking
inferred← citeshttps://doi.org/10.31449/inf.v43i2.1621openalex-snapshot
Mutual Information Based Feature Selection for Fingerprint Identification
inferred← citeshttps://doi.org/10.3233/ida-173735openalex-snapshot
Feature selection using a set based discrete particle swarm optimization and a novel feature subset evaluation criterion
inferred← citeshttps://doi.org/10.3233/ida-226551openalex-snapshot
A grouping feature selection method based on feature interaction
inferred← citeshttps://doi.org/10.3233/thc-230161openalex-snapshot
Selection of HBV key reactivation factors based on maximum information coefficient combined with cosine similarity
inferred← citeshttps://doi.org/10.3389/fbinf.2025.1522401openalex-snapshot
Biomarker-driven drug repurposing for NAFLD-associated hepatocellular carcinoma using machine learning integrated ensemble feature selection
inferred← citeshttps://doi.org/10.3390/app10228093openalex-snapshot
An Effective Multi-Label Feature Selection Model Towards Eliminating Noisy Features
inferred← citeshttps://doi.org/10.3390/biom15010081openalex-snapshot
Utilizing Feature Selection Techniques for AI-Driven Tumor Subtype Classification: Enhancing Precision in Cancer Diagnostics
inferred← citeshttps://doi.org/10.3390/e21121179openalex-snapshot
CASMI—An Entropic Feature Selection Method in Turing’s Perspective
inferred← citeshttps://doi.org/10.3390/e21121233openalex-snapshot
Detecting Causality in Multivariate Time Series via Non-Uniform Embedding
inferred← citeshttps://doi.org/10.3390/e22070757openalex-snapshot
Ensemble Fuzzy Feature Selection Based on Relevancy, Redundancy, and Dependency Criteria
inferred← citeshttps://doi.org/10.3390/e22090974openalex-snapshot
Analysis of Information-Based Nonparametric Variable Selection Criteria
inferred← citeshttps://doi.org/10.3390/e24081079openalex-snapshot
Information Theoretic Methods for Variable Selection—A Review
inferred← citeshttps://doi.org/10.3390/e24091255openalex-snapshot
A Novel Nonparametric Feature Selection Approach Based on Mutual Information Transfer Network
inferred← citeshttps://doi.org/10.3390/educsci15030326openalex-snapshot
Optimizing University Admission Processes for Improved Educational Administration Through Feature Selection Algorithms: A Case Study in Engineering Education
inferred← citeshttps://doi.org/10.3390/electronics10121463openalex-snapshot
DeepSGP: Deep Learning for Gene Selection and Survival Group Prediction in Glioblastoma
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