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M-Mode: A Multi-Operator Approach for Multi-Objective Feature Selection
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Feature Selection Using Enhanced Idwpso with Knn (Exidwpso+Knn) for Multiple Objective Problem
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Fundamentals of Pattern Analysis: A Brief Overview
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MO‐hHHO: Multi‐Objective Hybrid Harris Hawks Optimization for Prediction of Coronary Artery Disease
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Data Quality Improvement for Financial Distress Prediction: Feature Selection, Data Re‐Sampling, and Their Combinations in Different Orders
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Application of a niched Pareto genetic algorithm for selecting features for nuclear transients classification
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Artificial neural networks with feature transformation based on domain knowledge for the prediction of stock index futures
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Exponentially Decreasing Antigen Release Reduces Inflammatory Markers in an Antigen‐Specific Manner
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Predictive toxicogenomics approaches reveal underlying molecular mechanisms of nongenotoxic carcinogenicity
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Learning Bayesian Metanetworks from Data with Multilevel Uncertainty
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Dynamic Feature Selection in Incremental Hierarchical Clustering
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On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection
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Consistency Based Feature Selection
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Incomplete Data Decomposition for Classification
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Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma
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Target Group Selection in Retail Banking through Neuro-Fuzzy Data Mining and Extensive Pre- and Postprocessing
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Feature Transformation and Multivariate Decision Tree Induction
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Combinatorial Optimization in Data Mining
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Towards Integration of Memory Based Learning and Neural Networks
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Feature Selection for Clustering
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Feature Subset Selection Using a Genetic Algorithm
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An Agent-Based Algorithm for Data Reduction
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Efficient Feature Selection Algorithm Based on Population Random Search with Adaptive Memory Strategies
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Remote Detection of Abnormal Behavior in Mechanical Systems
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The Influence of the Normalisation of Spinal CT Images on the Significance of Textural Features in the Identification of Defects in the Spongy Tissue Structure
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Absenteeism Prediction in Call Center Using Machine Learning Algorithms
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Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data
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A Novel Feature-Selection Approach Based on Particle Swarm Optimization Algorithm for Intrusion Detection Systems (Workshop Paper)
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Data-Driven Power Quality Disturbance Sources Identification Method
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Customer Churn Prediction in B2B Contexts
inferred← citeshttps://doi.org/10.1007/978-3-030-37551-5_9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-49395-0_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-49395-0_7openalex-snapshot
Classification of RFID Tags with Wavelet Fingerprinting
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inferred← citeshttps://doi.org/10.1007/978-3-030-52246-9_38openalex-snapshot
Genetic Algorithms as a Feature Selection Tool in Heart Failure Disease
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An Integration Framework for Liver Cancer Subtype Classification and Survival Prediction Based on Multi-omics Data
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An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions
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Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection
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Optinformatics Within a Single Problem Domain
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Significance of Feature Selection and Pruning Algorithms in Machine Learning Classification of E-Mails
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Agreement-Broker: Performance Analysis Using KNN, SVM, and ANN Classifiers
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Filter-Based Feature Selection Methods for Industrial Sensor Data: A Review
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Rule Base Structure and Influence of Existing Rules: An Initial Investigation
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Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction
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Fuzzy Similarity and Entropy (FSAE) Feature Selection Revisited by Using Intra-class Entropy and a Normalized Scaling Factor
inferred← citeshttps://doi.org/10.1007/978-3-030-93699-0_6openalex-snapshot
A Neural Network Based Multi-class Trading Strategy for the S&P 500 Index
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Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features
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Dictionary-Based DGAs Variants Detection
inferred← citeshttps://doi.org/10.1007/978-3-030-99079-4_6openalex-snapshot
Integration of Machine Learning and Optimization Techniques for Cardiac Health Recognition
inferred← citeshttps://doi.org/10.1007/978-3-031-09176-6_40openalex-snapshot
Performance of Simultaneous Perturbation Stochastic Approximation for Feature Selection
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An Ontological Approach for Recommending a Feature Selection Algorithm
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Brain Data Mining Framework Involving Entropy Topography and Deep Learning
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Introduction
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A Comparison of Feature Construction Methods in the Context of Supervised Feature Selection for Classification
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Survey on Different ML Algorithms Applied on Neuroimaging for Brain Tumor Analysis (Detection, Features Selection, Segmentation and Classification)
inferred← citeshttps://doi.org/10.1007/978-3-031-43085-5_7openalex-snapshot
Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification
inferred← citeshttps://doi.org/10.1007/978-3-031-47372-2_6openalex-snapshot
Addressing the Diet Problem with Constraint Programming Enhanced with Machine Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-48781-1_17openalex-snapshot
A Meta-data Based Feature Selection Mechanism to Identify Suspicious Reviews
inferred← citeshttps://doi.org/10.1007/978-3-031-48879-5_19openalex-snapshot
Feature Selection Approaches in Online Bangla Handwriting Recognition
inferred← citeshttps://doi.org/10.1007/978-3-031-50454-9_8openalex-snapshot
Machine Learning and Deep Learning Techniques in Countering Cyberterrorism
inferred← citeshttps://doi.org/10.1007/978-3-031-62316-5_15openalex-snapshot
Discretisation and Attribute Relevance in Knowledge Mining Problems
inferred← citeshttps://doi.org/10.1007/978-3-031-76081-5_5openalex-snapshot
Machine Learning with Brain Data
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Cluster Metric Sensitivity to Irrelevant Features
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Performance Improvement of Machine Learning Algorithms Through Information-Theoretic Class Based Feature Multicorrelation Enabled Feature Selection for Cervical Cancer Prediction
inferred← citeshttps://doi.org/10.1007/978-3-031-89103-8_4openalex-snapshot
Feature Generation Using LLMs: An Evolutionary Algorithm Approach
inferred← citeshttps://doi.org/10.1007/978-3-032-05134-9_2openalex-snapshot
Classifying Control Room Operators’ Performance Using Bayesian Networks
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Graph-Based Feature Selection: A Comprehensive Survey of Methods and Applications
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Mother Tree Optimization Algorithm for Feature Selection
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An Improved Dynamic Weighted Feature Selection with Interaction Weight
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Introduction to Pattern Recognition and Bioinformatics
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A New Swarm-Based Framework for Handwritten Authorship Identification in Forensic Document Analysis
inferred← citeshttps://doi.org/10.1007/978-3-319-08979-9_34openalex-snapshot
The Nearest Centroid Based on Vector Norms: A New Classification Algorithm for a New Document Representation Model
inferred← citeshttps://doi.org/10.1007/978-3-319-17398-6_19openalex-snapshot
Tree-base Structure for Feature Selection in Writer Identification
inferred← citeshttps://doi.org/10.1007/978-3-319-23392-5_5openalex-snapshot
A Targeted Estimation of Distribution Algorithm Compared to Traditional Methods in Feature Selection
inferred← citeshttps://doi.org/10.1007/978-3-319-23540-0_27openalex-snapshot
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution
inferred← citeshttps://doi.org/10.1007/978-3-319-26690-9_4openalex-snapshot
An Experimental Comparison Between Seven Classification Algorithms for Activity Recognition
inferred← citeshttps://doi.org/10.1007/978-3-319-43742-2openalex-snapshot
Secondary Analysis of Electronic Health Records
inferred← citeshttps://doi.org/10.1007/978-3-319-62698-7_33openalex-snapshot
Algorithms for Attribute Selection and Knowledge Discovery
inferred← citeshttps://doi.org/10.1007/978-3-319-70093-9_41openalex-snapshot
Dissimilarity-Based Sequential Backward Feature Selection Algorithm for Fault Diagnosis
inferred← citeshttps://doi.org/10.1007/978-3-319-91253-0_58openalex-snapshot
Probabilistic Feature Selection in Machine Learning
inferred← citeshttps://doi.org/10.1007/978-3-319-93803-5_7openalex-snapshot
A Comparative Study Between Feature Selection Algorithms
inferred← citeshttps://doi.org/10.1007/978-3-319-99701-8_6openalex-snapshot
Introducing a Vector Space Model to Perform a Proactive Credit Scoring
inferred← citeshttps://doi.org/10.1007/978-3-319-99713-1openalex-snapshot
Fundamentals of Clinical Data Science
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Prediction Modeling Methodology
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Tree-Like Parallelization of Reduct and Construct Computation
inferred← citeshttps://doi.org/10.1007/978-3-540-28651-6_56openalex-snapshot
Wrapper for Ranking Feature Selection
inferred← citeshttps://doi.org/10.1007/978-3-540-37057-4_9openalex-snapshot
Interpretability in Multidimensional Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-39451-8_27openalex-snapshot
Bayesian Metanetworks for Modelling User Preferences in Mobile Environment
inferred← citeshttps://doi.org/10.1007/978-3-540-39644-4_32openalex-snapshot
Prediction of Molecular Bioactivity for Drug Design Using a Decision Tree Algorithm
inferred← citeshttps://doi.org/10.1007/978-3-540-45227-0_88openalex-snapshot
NLC: A Measure Based on Projections
inferred← citeshttps://doi.org/10.1007/978-3-540-71027-1_4openalex-snapshot
Using Biclustering for Automatic Attribute Selection to Enhance Global Visualization
inferred← citeshttps://doi.org/10.1007/978-3-540-72964-8_18openalex-snapshot
On Handling a Large Number of Objectives A Posteriori and During Optimization
inferred← citeshttps://doi.org/10.1007/978-3-540-74553-2_32openalex-snapshot
Two Way Focused Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-76928-6_32openalex-snapshot
extraRelief: Improving Relief by Efficient Selection of Instances
inferred← citeshttps://doi.org/10.1007/978-3-642-23193-3_4openalex-snapshot
Short-Term Electricity Market Prices: A Review of Characteristics and Forecasting Methods
inferred← citeshttps://doi.org/10.1007/978-3-642-23780-5_23openalex-snapshot
Constrained Laplacian Score for Semi-supervised Feature Selection
inferred← citeshttps://doi.org/10.1007/978-3-642-24955-6_18openalex-snapshot
ECG Classification Using ICA Features and Support Vector Machines
inferred← citeshttps://doi.org/10.1007/978-3-642-32129-0_17openalex-snapshot
Data-Driven Phrase Break Prediction for Bengali Text-to-Speech System
inferred← citeshttps://doi.org/10.1007/978-3-642-57280-7_28openalex-snapshot
Learning Complex Similarity Measures
inferred← citeshttps://doi.org/10.1007/978-3-658-33466-6_18openalex-snapshot
Welcome to the Data Jungle – Our Way to Tackle AI-Supported Vehicle Development Projects
inferred← citeshttps://doi.org/10.1007/978-3-662-44680-5_2openalex-snapshot
Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data
inferred← citeshttps://doi.org/10.1007/978-3-7908-1902-1_26openalex-snapshot
Discrete Quasi-gradient Features Weighting Algorithm
inferred← citeshttps://doi.org/10.1007/978-81-322-1038-2_15openalex-snapshot
GA based Dimension Reduction for enhancing performance of k-Means and Fuzzy k-Means: A Case Study for Categorization of Medical Dataset
inferred← citeshttps://doi.org/10.1007/978-981-13-3402-3_14openalex-snapshot
Random Forest Classifier for Distributed Multi-plant Order Allocation
inferred← citeshttps://doi.org/10.1007/978-981-13-3582-2_9openalex-snapshot
Novel Wrapper-Based Feature Selection for Efficient Clinical Decision Support System
inferred← citeshttps://doi.org/10.1007/978-981-13-6504-1_119openalex-snapshot
Specific Emitter Identification Based on Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-13-6569-0_4openalex-snapshot
Feature Selection for Vocal Segmentation Using Social Emotional Optimization Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-13-7403-6_4openalex-snapshot
Graph-Based Supervised Feature Selection Using Correlation Exponential
inferred← citeshttps://doi.org/10.1007/978-981-13-8012-9_5openalex-snapshot
Improving Image Classification
inferred← citeshttps://doi.org/10.1007/978-981-13-8581-0_17openalex-snapshot
Removing Irrelevant Features Using Feature Information Map for Unsupervised Learning
inferred← citeshttps://doi.org/10.1007/978-981-13-9409-6_96openalex-snapshot
Fingerprint Feature Recognition of Frequency Hopping Radio with FCBF-NMI Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-13-9710-3_18openalex-snapshot
Analysis of Factors Associated to Smoking Cessation Plan Among Adult Smokers
inferred← citeshttps://doi.org/10.1007/978-981-15-0324-5_20openalex-snapshot
Customer Churn Prediction in Telecommunications Using Gradient Boosted Trees
inferred← citeshttps://doi.org/10.1007/978-981-15-0994-0_4openalex-snapshot
A Package Including Pre-processing, Feature Extraction, Feature Reduction, and Classification for MRI Classification
inferred← citeshttps://doi.org/10.1007/978-981-15-1420-3_102openalex-snapshot
Improve the Efficiency of the Classifiers Using Resample Technique on Image Segmentation Dataset
inferred← citeshttps://doi.org/10.1007/978-981-15-2770-8_6openalex-snapshot
Machine Learning
inferred← citeshttps://doi.org/10.1007/978-981-15-3425-6_45openalex-snapshot
A Novel Grey Wolf Optimization Based Combined Feature Selection Method
inferred← citeshttps://doi.org/10.1007/978-981-15-4029-5_37openalex-snapshot
Prominent Feature Selection for Sequential Input by Using High Dimensional Biomedical Data set
inferred← citeshttps://doi.org/10.1007/978-981-15-5163-5_1openalex-snapshot
Cuckoo Search and Its Variants in Digital Image Processing: A Comprehensive Review
inferred← citeshttps://doi.org/10.1007/978-981-15-5619-7_1openalex-snapshot
Non-parametric Distance—A New Class Separability Measure
inferred← citeshttps://doi.org/10.1007/978-981-15-5619-7_28openalex-snapshot
A Hybrid Graph Centrality Based Feature Selection Approach for Supervised Learning
inferred← citeshttps://doi.org/10.1007/978-981-15-5788-0_3openalex-snapshot
Feature Selection Using Ant Colony Optimization and Weighted Visibility Graph
inferred← citeshttps://doi.org/10.1007/978-981-15-6318-8_10openalex-snapshot
Feature Selection Using PSO: A Multi Objective Approach
inferred← citeshttps://doi.org/10.1007/978-981-15-7376-7_4openalex-snapshot
Dominating Factors Affecting Individual Retweeting Behavior
inferred← citeshttps://doi.org/10.1007/978-981-15-7749-9_11openalex-snapshot
Noise Feature Selection Method in PAKDD 2020 Alibaba AI Ops Competition: Large-Scale Disk Failure Prediction
inferred← citeshttps://doi.org/10.1007/978-981-16-0882-7_51openalex-snapshot
Ensemble Methods for Scientific Data—A Comparative Study
inferred← citeshttps://doi.org/10.1007/978-981-16-1338-8_12openalex-snapshot
Prediction of Liver Patients Using Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1007/978-981-16-6372-7_63openalex-snapshot
Neighborhood Rough Set Reduction with Improved Mayfly Optimization Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-16-8531-6_9openalex-snapshot
Chameleon: A Python Workflow Toolkit for Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-16-9573-5_4openalex-snapshot
Code Injection Prevention in Content Management Systems Using Machine Learning
inferred← citeshttps://doi.org/10.1007/978-981-16-9705-0_51openalex-snapshot
Different Feature Selection Methods Performance Analysis for Intrusion Detection
inferred← citeshttps://doi.org/10.1007/978-981-19-1057-9_30openalex-snapshot
Binary Fish Migration Optimization for Feature Selection Using Time-Varying Transfer Function
inferred← citeshttps://doi.org/10.1007/978-981-19-1111-8_18openalex-snapshot
A Concise Survey on Solving Feature Selection Problems with Metaheuristic Algorithms
inferred← citeshttps://doi.org/10.1007/978-981-19-1142-2_20openalex-snapshot
Attribute Selection, Sampling, and Classifier Methods to Address Class Imbalance Issues on Data Set Having Ratio Less Than Five
inferred← citeshttps://doi.org/10.1007/978-981-19-1256-6_9openalex-snapshot
Feature Selection Method Based on Ant Colony Optimization Algorithm and Improved Neighborhood Discernibility Matrix
inferred← citeshttps://doi.org/10.1007/978-981-19-2448-4_7openalex-snapshot
A Novel Space Division Rough Set Model for Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-19-2538-2_26openalex-snapshot
Early Detection of Autistic Children Using Wrapper-Based Feature Selection Technique
inferred← citeshttps://doi.org/10.1007/978-981-19-2600-6_15openalex-snapshot
Augmented Feature Generation Using Maximum Mutual Information Minimum Correlation
inferred← citeshttps://doi.org/10.1007/978-981-19-3089-8_47openalex-snapshot
Wrapper Based Feature Selection Approach Using Black Widow Optimization Algorithm for Data Classification
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/10.1007/978-981-19-8493-8_14openalex-snapshot
Feature Selection for Medical Diagnosis Using Machine Learning: A Review
inferred← citeshttps://doi.org/10.1007/978-981-19-8493-8_40openalex-snapshot
Detecting Cyber-Attacks on Internet of Things Devices: An Effective Preprocessing Method
inferred← citeshttps://doi.org/10.1007/978-981-19-8566-9_4openalex-snapshot
Fuzzy Rough Set-Based Feature Selection for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-981-19-8566-9_6openalex-snapshot
Application of Feature Extraction and Feature Selection Followed by SMOTE to Improve the Prediction of DNA-Binding Proteins
inferred← citeshttps://doi.org/10.1007/978-981-19-9858-4_33openalex-snapshot
Review of Metaheuristic Techniques for Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-32-9990-0_13openalex-snapshot
A Review of Grey Wolf Optimizer-Based Feature Selection Methods for Classification
inferred← citeshttps://doi.org/10.1007/978-981-32-9990-0_8openalex-snapshot
EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-4585-18-7_31openalex-snapshot
A Comparative Study of Tree-based Structure Methods for Handwriting Identification
inferred← citeshttps://doi.org/10.1007/978-981-95-7576-3_19openalex-snapshot
Analysis of Factors Affecting Current Unbalance in 500 kV Parallel Cables and Unbalanced Degree Prediction Method
inferred← citeshttps://doi.org/10.1007/978-981-96-1206-2_2openalex-snapshot
Recursive Feature Elimination Method Used for Software Defect Prediction
inferred← citeshttps://doi.org/10.1007/978-981-97-0491-0_4openalex-snapshot
Attribute Weighting and Weighted Fuzzy Rule Bases
inferred← citeshttps://doi.org/10.1007/978-981-97-2424-6_4openalex-snapshot
Classical Approaches in Gene Evaluation for Carcinogenic Disease Detection
inferred← citeshttps://doi.org/10.1007/978-981-97-7181-3_4openalex-snapshot
A Modified Variable Velocity Strategy Particle Swarm Optimization Algorithm for Multi-objective Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-97-8031-0_59openalex-snapshot
Heart Disease Prediction Using Machine Learning Techniques
inferred← citeshttps://doi.org/10.1007/978-981-97-8832-3_77openalex-snapshot
Line Losses Prediction Based on Improved Stacking Ensemble Model for Active Distribution Network
inferred← citeshttps://doi.org/10.1007/978-981-99-0085-5_44openalex-snapshot
EEG Emotion Recognition Using Convolution Neural Network
inferred← citeshttps://doi.org/10.1007/978-981-99-1377-0_26openalex-snapshot
An Introduction to Biometric Authentication Systems
inferred← citeshttps://doi.org/10.1007/978-981-99-2468-4_8openalex-snapshot
Classification of Esophageal Cancer Using Ensembled CNN with Generalized Normal Distribution Optimization Model and Support Vector Machine Classifier
inferred← citeshttps://doi.org/10.1007/978-981-99-3481-2_28openalex-snapshot
Data Collection and Pre-processing for Machine Learning-Based Student Dropout Prediction
inferred← citeshttps://doi.org/10.1007/978-981-99-4717-1_50openalex-snapshot
Imbalanced Classification: Challenges and Approaches to Handle
inferred← citeshttps://doi.org/10.1007/978-981-99-7493-1_1openalex-snapshot
Cuckoo-Suche und ihre Varianten in der digitalen Bildverarbeitung: Eine umfassende Überprüfung
inferred← citeshttps://doi.org/10.1007/978-981-99-8073-4_19openalex-snapshot
Empirical Analysis of Multi-label Classification on GitterCom Using BERT and ML Classifiers
inferred← citeshttps://doi.org/10.1007/978-981-99-8349-0_9openalex-snapshot
Feature Selection Using Artificial Bee Colony and Discernibility Matrix in Rough Set Theory—A Hybrid Approach
inferred← citeshttps://doi.org/10.1007/978-981-99-8498-5_11openalex-snapshot
A Modified African Vultures Optimization Algorithm for Enhanced Feature Selection
inferred← citeshttps://doi.org/10.1007/978-981-99-8498-5_26openalex-snapshot
Wrapper-Based Feature Selection Using Sperm Swarm Optimization: A Comparative Study
inferred← citeshttps://doi.org/10.1007/bf02683998openalex-snapshot
Detection of surface defects on raw steel blocks using Bayesian network classifiers
inferred← citeshttps://doi.org/10.1007/bf02829262openalex-snapshot
A new approach of feature selection for text categorization
inferred← citeshttps://doi.org/10.1007/bfb0056008openalex-snapshot
Applying genetic algorithms to the feature selection problem in information retrieval
inferred← citeshttps://doi.org/10.1007/bfb0095134openalex-snapshot
Selection of a relevant feature subset for induction tasks
inferred← citeshttps://doi.org/10.1007/bfb0095273openalex-snapshot
Hybrid search of feature subsets
inferred← citeshttps://doi.org/10.1007/s00138-009-0211-1openalex-snapshot
Assessment of the influence of adaptive components in trainable surface inspection systems
inferred← citeshttps://doi.org/10.1007/s00170-007-0964-5openalex-snapshot
Yield prediction for seamless tubing processes: a computational intelligence approach
inferred← citeshttps://doi.org/10.1007/s00170-024-13849-5openalex-snapshot
Tool condition monitoring for cavity milling based on bispectrum analysis and Bayesian optimized SVM
inferred← citeshttps://doi.org/10.1007/s00180-023-01387-9openalex-snapshot
Row mixture-based clustering with covariates for ordinal responses
inferred← citeshttps://doi.org/10.1007/s00217-024-04488-xopenalex-snapshot
Analysis of selected deep features with CNN-SVM-based for bread wheat seed classification
inferred← citeshttps://doi.org/10.1007/s00354-008-0073-5openalex-snapshot
An Approach to Data Reduction and Integrated Machine Classification
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