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Optimizing feature selection and remote sensing classification with an enhanced machine learning method

https://doi.org/10.1007/s11227-024-06790-7
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Outgoing claims: the papers this work cites, builds on, or argues with.

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An introduction to genetic algorithms
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Whale optimization algorithm based on nonlinear convergence factor and chaotic inertial weight
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Boosted binary Harris hawks optimizer and feature selection
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Improved Slime Mould Algorithm based on Firefly Algorithm for feature selection: A case study on QSAR model
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Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
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Wrapper-based optimized feature selection using nature-inspired algorithms
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Harmony-driven technique for solving optimization and engineering problems
inferredcites →https://doi.org/10.1007/s11227-024-06606-8openalex-snapshot
Artificial rabbits optimization algorithm with automatically DBSCAN clustering algorithm to similarity agent update for features selection problems
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Integration of GIS and Machine Learning Techniques for Mapping the Landslide-Prone Areas in the State of Goa, India
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A Simultaneous Moth Flame Optimizer Feature Selection Approach Based on Levy Flight and Selection Operators for Medical Diagnosis
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Improving ant colony optimization algorithm with epsilon greedy and Levy flight
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Employing the optimization algorithms with machine learning framework to estimate the compressive strength of ultra-high-performance concrete (UHPC)
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Grey Wolf Optimizer
inferredcites →https://doi.org/10.1016/j.advengsoft.2016.01.008openalex-snapshot
The Whale Optimization Algorithm
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Grasshopper Optimisation Algorithm: Theory and application
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Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems
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An intensify Harris Hawks optimizer for numerical and engineering optimization problems
inferredcites →https://doi.org/10.1016/j.chemolab.2020.104196openalex-snapshot
Improving grasshopper optimization algorithm for hyperparameters estimation and feature selection in support vector regression
inferredcites →https://doi.org/10.1016/j.compeleceng.2022.107689openalex-snapshot
A novel phishing detection system using binary modified equilibrium optimizer for feature selection
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Classification feature selection and dimensionality reduction based on logical binary sine-cosine function arithmetic optimization algorithm
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Optimal parameters estimation of lithium-ion battery in smart grid applications based on gazelle optimization algorithm
inferredcites →https://doi.org/10.1016/j.engappai.2022.104952openalex-snapshot
An improved Harris Hawks Optimization algorithm for continuous and discrete optimization problems
inferredcites →https://doi.org/10.1016/j.engappai.2022.105721openalex-snapshot
Review on optimization techniques and role of Artificial Intelligence in home energy management systems
inferredcites →https://doi.org/10.1016/j.eswa.2018.06.023openalex-snapshot
Improved grasshopper optimization algorithm using opposition-based learning
inferredcites →https://doi.org/10.1016/j.eswa.2018.08.051openalex-snapshot
Binary butterfly optimization approaches for feature selection
inferredcites →https://doi.org/10.1016/j.eswa.2018.09.015openalex-snapshot
Binary grasshopper optimisation algorithm approaches for feature selection problems
inferredcites →https://doi.org/10.1016/j.eswa.2020.113340openalex-snapshot
An improved firefly algorithm for global continuous optimization problems
inferredcites →https://doi.org/10.1016/j.eswa.2020.113873openalex-snapshot
Dynamic Salp swarm algorithm for feature selection
inferredcites →https://doi.org/10.1016/j.eswa.2020.113902openalex-snapshot
An improved Jaya optimization algorithm with Lévy flight
inferredcites →https://doi.org/10.1016/j.eswa.2020.114243openalex-snapshot
Survival exploration strategies for Harris Hawks Optimizer
inferredcites →https://doi.org/10.1016/j.eswa.2023.119612openalex-snapshot
A hybrid filter-wrapper feature selection using Fuzzy KNN based on Bonferroni mean for medical datasets classification: A COVID-19 case study
inferredcites →https://doi.org/10.1016/j.eswa.2024.123977openalex-snapshot
IBMRFO: Improved binary manta ray foraging optimization with chaotic tent map and adaptive somersault factor for feature selection
inferredcites →https://doi.org/10.1016/j.future.2019.02.028openalex-snapshot
Harris hawks optimization: Algorithm and applications
inferredcites →https://doi.org/10.1016/j.knosys.2015.07.006openalex-snapshot
Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm
inferredcites →https://doi.org/10.1016/j.knosys.2018.05.009openalex-snapshot
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems
inferredcites →https://doi.org/10.1016/j.knosys.2020.106560openalex-snapshot
BEPO: A novel binary emperor penguin optimizer for automatic feature selection
inferredcites →https://doi.org/10.1016/j.matcom.2020.02.020openalex-snapshot
A dynamic adaptive firefly algorithm with globally orientation
inferredcites →https://doi.org/10.1016/j.patcog.2022.109173openalex-snapshot
Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint
inferredcites →https://doi.org/10.1016/j.patcog.2023.109404openalex-snapshot
An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis
inferredcites →https://doi.org/10.1016/j.patcog.2023.109526openalex-snapshot
Triple-attention interaction network for breast tumor classification based on multi-modality images
inferredcites →https://doi.org/10.1016/j.swevo.2023.101430openalex-snapshot
Fractional-order modified heterogeneous comprehensive learning particle swarm optimizer for intelligent disease detection in IoMT environment
inferredcites →https://doi.org/10.1038/s41598-020-59215-9openalex-snapshot
Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features
inferredcites →https://doi.org/10.1038/s41598-022-27144-4openalex-snapshot
Enhancing grasshopper optimization algorithm (GOA) with levy flight for engineering applications
inferredcites →https://doi.org/10.1109/4235.585893openalex-snapshot
No free lunch theorems for optimization
inferredcites →https://doi.org/10.1109/access.2019.2897325openalex-snapshot
A New Hybrid Algorithm Based on Grey Wolf Optimization and Crow Search Algorithm for Unconstrained Function Optimization and Feature Selection
inferredcites →https://doi.org/10.1109/access.2021.3081366openalex-snapshot
Multiple Filter-Based Rankers to Guide Hybrid Grasshopper Optimization Algorithm and Simulated Annealing for Feature Selection With High Dimensional Multi-Class Imbalanced Datasets
inferredcites →https://doi.org/10.1109/cisp-bmei51763.2020.9263669openalex-snapshot
Modified Slime Mould Algorithm via Levy Flight
inferredcites →https://doi.org/10.1109/icaaic56838.2023.10140273openalex-snapshot
Effective Segmentation of Brain Tumors through the GOA Algorithm using Deep Learning
inferredcites →https://doi.org/10.1109/icnn.1995.488968openalex-snapshot
Particle swarm optimization
inferredcites →https://doi.org/10.1109/tase.2022.3230951openalex-snapshot
A GOA-Based Fault-Tolerant Trajectory Tracking Control for an Underwater Vehicle of Multi-Thruster System Without Actuator Saturation
inferredcites →https://doi.org/10.1109/tkde.2019.2893266openalex-snapshot
Feature Selection for Neural Networks Using Group Lasso Regularization
inferredcites →https://doi.org/10.1109/tkde.2022.3222047openalex-snapshot
Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification
inferredcites →https://doi.org/10.1109/tsmc.2022.3171549openalex-snapshot
Competition-Driven Multimodal Multiobjective Optimization and Its Application to Feature Selection for Credit Card Fraud Detection
inferredcites →https://doi.org/10.1145/1869790.1869829openalex-snapshot
Bag-of-visual-words and spatial extensions for land-use classification
inferredcites →https://doi.org/10.1145/3638529.3654108openalex-snapshot
Evolutionary Multitasking with Two-level Knowledge Transfer for Multi-view Point Cloud Registration
inferredcites →https://doi.org/10.1371/journal.pone.0289173openalex-snapshot
A cluster-tree-based trusted routing algorithm using Grasshopper Optimization Algorithm (GOA) in Wireless Sensor Networks (WSNs)
inferredcites →https://doi.org/10.3390/math11020439openalex-snapshot
A Parallel Compact Gannet Optimization Algorithm for Solving Engineering Optimization Problems

What points at this work

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

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An effective hybrid deep learning metaheuristic model for robust IoT intrusion detection
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Feature selection for medical diagnosis using enhanced pelican optimization algorithm
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XBiLD-IDS: toward an explainable hybrid BiLSTM-DNN architecture for trustworthy intrusion detection in IoMT networks
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Towards smarter mobility: a Grey Wolf Optimization-based incremental extreme learning machine framework for explainable bike-sharing demand forecasting
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Deep feature learning framework embedded with latent relationship penalty term for remote sensing image classification
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Mapping local energy zones in China to support urban-scale energy-carbon research
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Prey capture enhanced Harris hawks optimizer for wrapper-based feature selection in high-dimensional medical data
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An enhanced grey wolf optimization method for feature selection and explainable prediction in chronic disease analytics
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A method for determining aircraft takeoff and landing distances on soil runways via comprehensive resistance modeling
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Dynamic Resource Management in LEO Satellite Systems with Priority-Driven Genetic Algorithm and Local Optima Escape
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A Remote Sensing-Based Potato Classification Approach Integrating a Novel ONDVI with Multiple Vegetation Index Combinations
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