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Tuning Machine Learning Models Using a Group Search Firefly Algorithm for Credit Card Fraud Detection

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Ant Colony Optimization
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Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines
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Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization
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Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm
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Stochastic algorithms : foundations and applications : 5th international symposium, SAGA 2009 Sapporo, Japan, October 26-28, 2009 : proceedings
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Flower Pollination Algorithm for Global Optimization
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Weight Optimization in Artificial Neural Network Training by Improved Monarch Butterfly Algorithm
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Support Vector Machine Performance Improvements for Cryptocurrency Value Forecasting by Enhanced Sine Cosine Algorithm
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Computational Vision and Bio-Inspired Computing
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Support-Vector Networks
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Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems
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Firefly algorithm with adaptive control parameters
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Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems
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Monarch butterfly optimization
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Analysis on the potential of an EA–surrogate modelling tandem for deep learning parametrization: an example for cancer classification from medical images
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Modified firefly algorithm for workflow scheduling in cloud-edge environment
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Grasshopper optimization algorithm for multi-objective optimization problems
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Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks
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A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 Special Session on Real Parameter Optimization
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A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems
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Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade
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Two swarm intelligence approaches for tuning extreme learning machine
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Swarm intelligence algorithms and their applications in Internet of Things
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Grey Wolf Optimizer
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The Whale Optimization Algorithm
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Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems
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On the performance of artificial bee colony (ABC) algorithm
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A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping
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Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
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Review of swarm intelligence-based feature selection methods
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A novel F-SVM based on FOA for improving SVM performance
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Harris hawks optimization: Algorithm and applications
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Combining unsupervised and supervised learning in credit card fraud detection
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A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance
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SCA: A Sine Cosine Algorithm for solving optimization problems
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Emperor penguin optimizer: A bio-inspired algorithm for engineering problems
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COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach
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Smart wireless health care system using graph LSTM pollution prediction and dragonfly node localization
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A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
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A prescription of methodological guidelines for comparing bio-inspired optimization algorithms
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Monkey search: a novel metaheuristic search for global optimization
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The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance
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An Approximate Analysis of Variance Test for Normality
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Approximations of the critical region of the fbietkan statistic
inferredcites →https://doi.org/10.1089/cmb.2021.0256openalex-snapshot
Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification
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Bat algorithm: a novel approach for global engineering optimization
inferredcites →https://doi.org/10.1109/access.2018.2806420openalex-snapshot
Credit Card Fraud Detection Using AdaBoost and Majority Voting
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An Experimental Study With Imbalanced Classification Approaches for Credit Card Fraud Detection
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An Intelligent Approach to Credit Card Fraud Detection Using an Optimized Light Gradient Boosting Machine
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An Improved Marine Predators Algorithm With Fuzzy Entropy for Multi-Level Thresholding: Real World Example of COVID-19 CT Image Segmentation
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Social Network Search for Global Optimization
inferredcites →https://doi.org/10.1109/access.2021.3134330openalex-snapshot
Performance Evaluation of Machine Learning Methods for Credit Card Fraud Detection Using SMOTE and AdaBoost
inferredcites →https://doi.org/10.1109/access.2021.3135201openalex-snapshot
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm
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Extreme learning machine: a new learning scheme of feedforward neural networks
inferredcites →https://doi.org/10.1109/iscbi.2015.8openalex-snapshot
Elephant Herding Optimization
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Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm
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Learning capability and storage capacity of two-hidden-layer feedforward networks
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Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade
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Feature Selection by Firefly Algorithm with Improved Initialization Strategy
inferredcites →https://doi.org/10.1201/9780429186196openalex-snapshot
Handbook of Parametric and Nonparametric Statistical Procedures
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A Comparison of Alternative Tests of Significance for the Problem of $m$ Rankings
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Bat algorithm for multi-objective optimisation
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Automatic Computer Aided Diagnostic for COVID-19 Based on Chest X-Ray Image and Particle Swarm Intelligence
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Testing Homogeneity of Variances
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Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics
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A Chaotic Oppositional Whale Optimisation Algorithm with Firefly Search for Medical Diagnostics
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Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics
inferredcites →https://doi.org/10.3390/math9161929openalex-snapshot
Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering
inferredcites →https://doi.org/10.3390/s21196654openalex-snapshot
Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design
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IFACNN: efficient DDoS attack detection based on improved firefly algorithm to optimize convolutional neural networks

What points at this work

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

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Securing transactions: a hybrid dependable ensemble machine learning model using IHT-LR and grid search
inferred← citeshttps://doi.org/10.1371/journal.pone.0311987openalex-snapshot
A new fusion neural network model and credit card fraud identification
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0140350openalex-snapshot
Scouting Firefly Algorithm and its Performance on Global Optimization Problems
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.0150688openalex-snapshot
A Comprehensive Machine Learning Framework for Anomaly Detection in Credit Card Transactions
inferred← citeshttps://doi.org/10.17694/bajece.1447975openalex-snapshot
Optimization of Credit Card Fraud Based on Roulette and Tournament Selection by Genetic Algorithm and Artificial Bee Colony
inferred← citeshttps://doi.org/10.22495/cocv21i3art3openalex-snapshot
Artificial intelligence applications in auditing processes in the banking sector
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_11openalex-snapshot
Moth-Flame Optimization and Ant Nesting Algorithm: A Systematic Evaluation
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_12openalex-snapshot
A Tutorial on Child Drawing Development Optimization
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_13openalex-snapshot
A Systematic Study of Krill Herd and FOX Algorithms
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_14openalex-snapshot
Forecasting Bitcoin Price by Tuned Long Short Term Memory Model
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_15openalex-snapshot
Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_16openalex-snapshot
The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_17openalex-snapshot
Feature Selection and Optimization Based Deep Learning for Rainfall Prediction
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_21openalex-snapshot
Artificial Neural Network Tuning by Improved Sine Cosine Algorithm for HealthCare 4.0
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_22openalex-snapshot
Training a Logistic Regression Machine Learning Model for Spam Email Detection Using the Teaching-Learning-Based-Optimization Algorithm
inferred← citeshttps://doi.org/10.2991/978-94-6463-110-4_9openalex-snapshot
The Use of Machine Learning in Digital Forensics: Review Paper
inferred← citeshttps://doi.org/10.3233/his-230003openalex-snapshot
Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm
inferred← citeshttps://doi.org/10.3233/his-240004openalex-snapshot
Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models
inferred← citeshttps://doi.org/10.3233/his-240006openalex-snapshot
Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification
inferred← citeshttps://doi.org/10.3389/fphys.2023.1267011openalex-snapshot
Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection
inferred← citeshttps://doi.org/10.3390/app13127254openalex-snapshot
A Machine Learning Method with Hybrid Feature Selection for Improved Credit Card Fraud Detection
inferred← citeshttps://doi.org/10.3390/app13169181openalex-snapshot
Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks
inferred← citeshttps://doi.org/10.3390/app15031356openalex-snapshot
A Systematic Review of Intelligent Systems and Analytic Applications in Credit Card Fraud Detection
inferred← citeshttps://doi.org/10.3390/atmos14010109openalex-snapshot
The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate
inferred← citeshttps://doi.org/10.3390/axioms12030266openalex-snapshot
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation
inferred← citeshttps://doi.org/10.3390/electronics11223798openalex-snapshot
Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images
inferred← citeshttps://doi.org/10.3390/en16031434openalex-snapshot
On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting
inferred← citeshttps://doi.org/10.3390/jrfm15090405openalex-snapshot
An Alternative to Coping with COVID-19—Knowledge Management Applied to the Banking Industry in Taiwan
inferred← citeshttps://doi.org/10.3390/jrfm19010014openalex-snapshot
Recent Progress on Financial Risk Detection in the Context of Transaction Fraud Based on Machine Learning Algorithms
inferred← citeshttps://doi.org/10.3390/jtaer17040077openalex-snapshot
Machine Learning to Develop Credit Card Customer Churn Prediction
inferred← citeshttps://doi.org/10.3390/math10224173openalex-snapshot
Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering
inferred← citeshttps://doi.org/10.3390/math11051209openalex-snapshot
Preface to “Swarm and Evolutionary Computation—Bridging Theory and Practice”
inferred← citeshttps://doi.org/10.3390/math11224661openalex-snapshot
A Novel Fuzzy Unsupervised Quadratic Surface Support Vector Machine Based on DC Programming: An Application to Credit Risk Management
inferred← citeshttps://doi.org/10.3390/s23249878openalex-snapshot
Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data
inferred← citeshttps://doi.org/10.3390/su142114616openalex-snapshot
Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator
inferred← citeshttps://doi.org/10.3390/su15064816openalex-snapshot
Firefly Optimization Heuristics for Sustainable Estimation in Power System Harmonics
inferred← citeshttps://doi.org/10.3390/toxics11040394openalex-snapshot
Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate
inferred← citeshttps://doi.org/10.3837/tiis.2022.11.014openalex-snapshot
Google Play Malware Detection based on Search Rank Fraud Approach
inferred← citeshttps://doi.org/10.4018/979-8-3693-3884-1.ch001openalex-snapshot
A Detailed Investigation on Online Financial Fraud Detection Using Machine Learning Algorithms
inferred← citeshttps://doi.org/10.48084/etasr.9760openalex-snapshot
Smart Healthcare Applications: Detecting DDoS Attacks Efficiently using Hybrid Firefly Algorithm
inferred← citeshttps://doi.org/10.5120/ijca2024924274openalex-snapshot
Unveiling the Optimal Approach for Credit Card Fraud Detection: A Thorough Analysis of Deep Learning and Machine Learning Methods
inferred← citeshttps://doi.org/10.51903/jtie.v3i3.208openalex-snapshot
Prediction and Detection of Scam Threats on Digital Platforms for Indonesian Users Using Machine Learning Models
inferred← citeshttps://doi.org/10.52783/jisem.v10i4.10993openalex-snapshot
Real-time Contextual AI for Proactive Fraud Detection in Consumer Lending: Architectures, Algorithms, and Operational Challenges
inferred← citeshttps://doi.org/10.5755/j01.itc.52.2.33536openalex-snapshot
Text Document Clustering Approach by Improved Sine Cosine Algorithm
inferred← citeshttps://doi.org/10.58190/icat.2023.15openalex-snapshot
Detection of Credit Card Fraud with Artificial Neural Networks
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.1/reviews/1openalex-snapshot
Peer Review #1 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.1/reviews/3openalex-snapshot
Peer Review #3 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.2/reviews/1openalex-snapshot
Peer Review #1 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.2)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.2/reviews/2openalex-snapshot
Peer Review #2 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.2)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.1405v0.2/reviews/3openalex-snapshot
Peer Review #3 of "Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach (v0.2)"
inferred← citeshttps://doi.org/10.7717/peerj-cs.1405openalex-snapshot
Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach
inferred← citeshttps://doi.org/10.7717/peerj-cs.2031openalex-snapshot
Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics
inferred← citeshttps://doi.org/10.7717/peerj-cs.3748openalex-snapshot
A novel hybrid machine learning model for credit card fraud detection using anomaly detection and optimised classification
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.