On the public citation graph

Stratified Sampling-Based Deep Learning Approach to Increase Prediction Accuracy of Unbalanced Dataset

0 signed · 111 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/cpe.6071openalex-snapshot
CSS : Handling imbalanced data by improved clustering with stratified sampling
inferredcites →https://doi.org/10.1007/978-3-030-39575-9_28openalex-snapshot
Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning
inferredcites →https://doi.org/10.1007/s10489-017-1088-8openalex-snapshot
A synthetic neighborhood generation based ensemble learning for the imbalanced data classification
inferredcites →https://doi.org/10.1016/j.asoc.2018.02.051openalex-snapshot
Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification
inferredcites →https://doi.org/10.1016/j.engappai.2016.10.008openalex-snapshot
Feature selection for high dimensional imbalanced class data using harmony search
inferredcites →https://doi.org/10.1016/j.geoderma.2021.115092openalex-snapshot
Regional soil thickness mapping based on stratified sampling of optimally selected covariates
inferredcites →https://doi.org/10.1016/j.infsof.2023.107331openalex-snapshot
Stratified random sampling for neural network test input selection
inferredcites →https://doi.org/10.1016/j.ins.2014.07.015openalex-snapshot
Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines
inferredcites →https://doi.org/10.1016/j.ins.2019.07.070openalex-snapshot
A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance
inferredcites →https://doi.org/10.1016/j.jag.2020.102292openalex-snapshot
Silvi-Net – A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data
inferredcites →https://doi.org/10.1016/j.knosys.2018.02.031openalex-snapshot
IMCStacking: Cost-sensitive stacking learning with feature inverse mapping for imbalanced problems
inferredcites →https://doi.org/10.1016/j.knosys.2018.09.007openalex-snapshot
A stratified sampling based clustering algorithm for large-scale data
inferredcites →https://doi.org/10.1016/j.neucom.2016.10.053openalex-snapshot
Large cost-sensitive margin distribution machine for imbalanced data classification
inferredcites →https://doi.org/10.1016/j.patcog.2014.11.014openalex-snapshot
A novel ensemble method for classifying imbalanced data
inferredcites →https://doi.org/10.1016/j.patcog.2016.03.012openalex-snapshot
Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets
inferredcites →https://doi.org/10.1016/j.patcog.2017.04.028openalex-snapshot
Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets
inferredcites →https://doi.org/10.1109/access.2020.2973219openalex-snapshot
Increasing the Performance of Machine Learning-Based IDSs on an Imbalanced and Up-to-Date Dataset
inferredcites →https://doi.org/10.1109/icstc.2018.8528591openalex-snapshot
The Implementation of Genetic Algorithm in Smote (Synthetic Minority Oversampling Technique) for Handling Imbalanced Dataset Problem
inferredcites →https://doi.org/10.1109/pdcat46702.2019.00071openalex-snapshot
Imbalanced Data Classification Using Improved Clustering Algorithm and Under-Sampling Method
inferredcites →https://doi.org/10.1109/tcyb.2014.2372060openalex-snapshot
Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems
inferredcites →https://doi.org/10.1109/tkde.2017.2682249openalex-snapshot
Confusion-Matrix-Based Kernel Logistic Regression for Imbalanced Data Classification
inferredcites →https://doi.org/10.1109/tthz.2020.3013819openalex-snapshot
Classification for Glucose and Lactose Terahertz Spectrums Based on SVM and DNN Methods
inferredcites →https://doi.org/10.1371/journal.pone.0196712openalex-snapshot
When a tree falls: Controls on wood decay predict standing dead tree fall and new risks in changing forests
inferredcites →https://doi.org/10.18662/brain/11.1/19openalex-snapshot
Methods of Handling Unbalanced Datasets in Credit Card Fraud Detection
inferredcites →https://doi.org/10.3390/app8050815openalex-snapshot
Class Imbalance Ensemble Learning Based on the Margin Theory
inferredcites →https://doi.org/10.3390/electronics12040913openalex-snapshot
Handling Class Imbalance and Class Overlap in Machine Learning Applications for Undeclared Work Prediction
inferredcites →https://doi.org/10.37506/mlu.v20i1.514openalex-snapshot
DCGAN for Handling Imbalanced Malaria Dataset based on Over-Sampling Technique and using CNN

What points at this work

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

inferred← citeshttps://doi.org/10.1002/sd.70772openalex-snapshot
From Prediction to Prevention: An Explainable GeoAI Framework for Flood Susceptibility and Urban Exposure Assessment Using Machine and Deep Learning Models
inferred← citeshttps://doi.org/10.1002/spy2.70223openalex-snapshot
Unleashing the Power of Open Source Large Language Models for Cybersecurity: Key Insights and Challenges
inferred← citeshttps://doi.org/10.1007/978-3-031-70392-8_113openalex-snapshot
Robust Inverse Vehicle Map Regression Based on Laplace Distribution
inferred← citeshttps://doi.org/10.1007/978-3-031-76654-1_33openalex-snapshot
Important Characteristics of Internal Audit and Their Implementation and Strategies to Prevent Fraud in the Bank Sector According to Employee’s Opinions: Case Study of Piraeus Bank
inferred← citeshttps://doi.org/10.1007/978-3-031-78238-1_13openalex-snapshot
AI-Enhanced Decision-Making in Childhood Obesity Interventions
inferred← citeshttps://doi.org/10.1007/978-3-031-95901-1_16openalex-snapshot
Welding Defect Detection and Correction in TIG-Welded Aluminium 5083 Using YOLOv8 for Robotic Manipulators
inferred← citeshttps://doi.org/10.1007/978-3-032-00098-9_27openalex-snapshot
A Deep Neural Network for Tomato Yield Prediction in Controlled Environment Agriculture
inferred← citeshttps://doi.org/10.1007/978-3-032-16758-3_14openalex-snapshot
Classification of Emergency-Related Posts on Platform X Using Pretrained Generative Language Models
inferred← citeshttps://doi.org/10.1007/s00603-025-04760-wopenalex-snapshot
Cutting—Edge Soft Computing Technologies for Rock Mass Excavatability: Transforming Prediction with Hybrid GA—MLP and GEP—Based Criteria
inferred← citeshttps://doi.org/10.1007/s10142-026-01957-2openalex-snapshot
Integrating artificial intelligence and multi-omics data for precision oncology in endometrial cancer: a narrative review
inferred← citeshttps://doi.org/10.1007/s10822-025-00679-0openalex-snapshot
3d electron cloud descriptors for enhanced QSAR modeling of anti-colorectal cancer compounds
inferred← citeshttps://doi.org/10.1007/s11042-026-21682-zopenalex-snapshot
An explainable machine learning model for detecting behavioral medication effects in motor subtypes of early Parkinson’s disease based on acoustics speech signals
inferred← citeshttps://doi.org/10.1007/s11416-026-00633-0openalex-snapshot
Q-CaR-Phish: a hybrid quantum–classical framework for reliable and low-latency phishing website detection
inferred← citeshttps://doi.org/10.1007/s42452-025-07441-zopenalex-snapshot
Sentiment analysis and topic modeling in the context of scientific integrity: implications for teaching and research in higher education
inferred← citeshttps://doi.org/10.1007/s42979-026-05316-7openalex-snapshot
Bio-Inspired Hyperparameter Optimization for Enhanced Ensemble Learning in Bearing Fault Diagnosis
inferred← citeshttps://doi.org/10.1007/s44163-026-01253-9openalex-snapshot
Hybrid YOLOv5s-faster R-CNN detector for complex road-scene object detection
inferred← citeshttps://doi.org/10.1007/s44378-026-00213-0openalex-snapshot
The impact of scale and variable selection for predicting topsoil organic carbon using machine learning and geostatistics based on legacy soil data
inferred← citeshttps://doi.org/10.1016/j.actpsy.2025.105846openalex-snapshot
AI-driven corporate reputation measurement in digital ecosystems: A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2025.109999openalex-snapshot
Sequential classification approach for enhancing the assessment of cardiac autonomic neuropathy
inferred← citeshttps://doi.org/10.1016/j.corsci.2025.113187openalex-snapshot
RETRACTED: Machine Learning-Driven Prediction of Corrosion Inhibition Efficiency on Copper: Incorporating Tautomer Stability and Virtual Screening for Inhibitor Repositioning
inferred← citeshttps://doi.org/10.1016/j.eti.2025.104031openalex-snapshot
Rapid detection of soil heavy metal pollution using hyperspectral data and multiscale spatial network
inferred← citeshttps://doi.org/10.1016/j.identj.2026.109679openalex-snapshot
Predicting Perceived Profile Attractiveness From Cephalometric Measurements Using Machine Learning
inferred← citeshttps://doi.org/10.1016/j.jag.2025.104370openalex-snapshot
A deep learning approach for SMAP soil moisture downscaling informed by thermal inertia theory
inferred← citeshttps://doi.org/10.1016/j.kscej.2026.100747openalex-snapshot
Semi-automatic identification of river terraces in steep mountainous regions of Nepal
inferred← citeshttps://doi.org/10.1016/j.procs.2024.10.266openalex-snapshot
A Comparison of BiLSTM, BERT, and Ensemble Method for Emotion Recognition on Indonesian Product Reviews
inferred← citeshttps://doi.org/10.1016/j.sca.2026.100238openalex-snapshot
An analytics-driven framework for trading off efficiency and resilience in warehouse order scheduling across supply chains
inferred← citeshttps://doi.org/10.1016/j.stress.2024.100593openalex-snapshot
Phenotyping for heat stress tolerance in wheat population using physiological traits, multispectral imagery, and machine learning approaches
inferred← citeshttps://doi.org/10.1021/acs.iecr.6c01511openalex-snapshot
Data-Driven Pre-Screening of High Dielectric Breakdown Strength ABO3 Perovskites: An Interpretable Machine Learning Framework for Data-Efficient Dielectric Materials Selection in Energy Storage Applications
inferred← citeshttps://doi.org/10.1021/acsestengg.5c00360openalex-snapshot
Machine Learning Predictive Models, Interpretations, and Applications of Metal-Based Catalysts, UV, and Thermal Activation Persulfate-Based Advanced Oxidation Processes
inferred← citeshttps://doi.org/10.1029/2025jf008627openalex-snapshot
Predictive Models for Postfire Debris Flow Initiation in the Southwest USA
inferred← citeshttps://doi.org/10.1038/s41598-025-04479-2openalex-snapshot
A fine tuned EfficientNet-B0 convolutional neural network for accurate and efficient classification of apple leaf diseases
inferred← citeshttps://doi.org/10.1038/s41598-026-41333-5openalex-snapshot
Enhancing logistic regression classification: insights from simulation and real-world applications through ranked set sampling
inferred← citeshttps://doi.org/10.1039/d4ta04665jopenalex-snapshot
Design and virtual screening of donor and non-fullerene acceptor for organic solar cells using long short-term memory model
inferred← citeshttps://doi.org/10.1039/d5tc00931fopenalex-snapshot
High throughput molecular design of electron donors and non-fullerene acceptors using machine learning combined with substructure importance
inferred← citeshttps://doi.org/10.1080/01431161.2026.2709712openalex-snapshot
An exploratory framework integrating scientometric analysis and SAR-Oriented geospatial modelling for NISAR research prioritization
inferred← citeshttps://doi.org/10.1080/23311975.2025.2567633openalex-snapshot
Strategic role of customer-centric culture in driving engagement: insights from Saudi Arabia’s automotive sector
inferred← citeshttps://doi.org/10.1088/1748-9326/ad5742openalex-snapshot
Unraveling boreal forest composition and drivers across scales in eastern Siberia
inferred← citeshttps://doi.org/10.1093/bib/bbaf660openalex-snapshot
DistRMI: a deep distance-aware neural network for explainable RNA loop motif-small molecule interaction prediction
inferred← citeshttps://doi.org/10.1101/2025.11.16.25340339openalex-snapshot
Quantum-Enhanced Transfer Learning for MS Lesion Detection in MRI: A Hybrid Classical-Quantum Framework
inferred← citeshttps://doi.org/10.1109/access.2025.3531662openalex-snapshot
Imbalanced Data Problem in Machine Learning: A Review
inferred← citeshttps://doi.org/10.1109/access.2025.3557264openalex-snapshot
Anchor-Based Explainable and Causal Artificial Intelligence for Enhancing Financial Predictions of Future Earnings
inferred← citeshttps://doi.org/10.1109/bts-i2c67944.2025.11399297openalex-snapshot
Comparative Evaluation of IndoBERT-base and IndoBERT-lite for Detecting Indonesian-Language Spam Comments on Instagram
inferred← citeshttps://doi.org/10.1109/csnt69054.2026.11502435openalex-snapshot
Intelligent Operations and Budget Management Model Using AI for Forecasting, Planning, and Performance Evaluation
inferred← citeshttps://doi.org/10.1109/icccmla66092.2025.11580623openalex-snapshot
Intelligent Operations and Budget Management Model Using AI for Forecasting, Planning, and Performance Evaluation
inferred← citeshttps://doi.org/10.1109/iccmc69250.2026.11625077openalex-snapshot
Hybrid ML and DL Approach for Plant Leaf Disease Detection
inferred← citeshttps://doi.org/10.1109/iceee67194.2025.11261927openalex-snapshot
Voice-Based Screening of Lung Cancer and COPD Using Combined Spectral, Cepstral, and Learned-Embedding Features
inferred← citeshttps://doi.org/10.1109/iceeie66203.2025.11251687openalex-snapshot
Evaluating SHAP and LIME for Interpretable Diabetes Risk Prediction with Random Forest
inferred← citeshttps://doi.org/10.1109/iceeie66203.2025.11251942openalex-snapshot
A Comparative Study of SGD, Adam, AdamW, and RMSprop Optimizers for VGG19-Based Rupiah Banknote Classification
inferred← citeshttps://doi.org/10.1109/icic68054.2025.11309379openalex-snapshot
Hybrid Voting Ensemble of Logistic Regression, Random Forest, KNN, SVM, and XGBoost for Student Drop Out Prediction
inferred← citeshttps://doi.org/10.1109/med64031.2025.11073407openalex-snapshot
Evaluation of the Robustness-Runtime Efficiency Trade-Off of Edge AI Models in UXO Localisation and Classification
inferred← citeshttps://doi.org/10.1109/siml69834.2026.11621204openalex-snapshot
Pruning and SMOTE for Efficient Occupancy Monitoring in Imbalanced Campus Dataset Using DNN
inferred← citeshttps://doi.org/10.1109/sist61674.2026.11596016openalex-snapshot
Machine Learning-Based Prediction of Psychological Frailty Index in Adults using Sleep, Behavioral, and Clinical Biomarkers
inferred← citeshttps://doi.org/10.1186/s12877-025-06612-2openalex-snapshot
Predictive model development for possible sarcopenia in community-dwelling older adults: a cross-sectional machine learning approach using the Korean frailty and aging cohort study
inferred← citeshttps://doi.org/10.1186/s12885-025-15471-4openalex-snapshot
Discovery of novel FGFR1 inhibitors for oral squamous cell carcinoma using a multi-class QSAR model, virtual screening, and molecular dynamics simulations
inferred← citeshttps://doi.org/10.12720/jait.16.12.1724-1733openalex-snapshot
YOLOv8nGM: An Improved Speed of YOLOv8n Object Detection
inferred← citeshttps://doi.org/10.12944/crjssh.9.1.07openalex-snapshot
Unveiling the Relationship of Parental Acceptance-Rejection with Emotional Intelligence Among tribal and non-tribal Adolescents of Jharkhand: Ethnicity as a Moderator
inferred← citeshttps://doi.org/10.1371/journal.pone.0327578openalex-snapshot
Cysteine pattern barcoding-based dataset filtration enhances the machine learning-assisted interpretation of Conus venom peptide therapeutics
inferred← citeshttps://doi.org/10.2118/220725-paopenalex-snapshot
Review of Stuck Pipe Prediction Methods and Future Directions
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6794207/v1openalex-snapshot
Strategic Role of Customer-Centric Culture in Driving Engagement: Insights from Saudi Arabia’s Automotive Sector
inferred← citeshttps://doi.org/10.2139/ssrn.6427418openalex-snapshot
Let's Talk About It: a NLP Approach to Evaluate Monetary Policy Communication
inferred← citeshttps://doi.org/10.2139/ssrn.7455170openalex-snapshot
Significant Wave Height Estimation from Great Lakes Camera Images Using Joint Contrastive Regularization and Label Distribution Smoothing
inferred← citeshttps://doi.org/10.2478/amns-2024-2254openalex-snapshot
Causes of Action Identification in Disputes over Construction Project Contracts Using Hierarchical Learning Based on BERT
inferred← citeshttps://doi.org/10.28948/ngumuh.1627310openalex-snapshot
Derin öğrenme için otomatik görüntü veri seti oluşturma düzeneği tasarımı ve ceviz cinslerine uygulanması
inferred← citeshttps://doi.org/10.3389/fenvs.2024.1416450openalex-snapshot
Time series monitoring and analysis of Pakistan’s mangrove using Sentinel-2 data
inferred← citeshttps://doi.org/10.3390/app152212127openalex-snapshot
Vertical vs. Horizontal Integration in HBM and Market-Implied Valuation: A Text-Mining Study
inferred← citeshttps://doi.org/10.3390/app16083974openalex-snapshot
Statistically Indistinguishable Performance of Lightweight CNNs with Explainable AI for Robust Orchid Disease Classification
inferred← citeshttps://doi.org/10.3390/app16178793openalex-snapshot
Portable Vis/NIR Spectroscopy Combined with Optimized SVM for Grade Classification of Apple Watercore
inferred← citeshttps://doi.org/10.3390/bioengineering12070699openalex-snapshot
A Unified Deep Learning Ensemble Framework for Voice-Based Parkinson’s Disease Detection and Motor Severity Prediction
inferred← citeshttps://doi.org/10.3390/electronics14091827openalex-snapshot
Quantum-Enhanced Machine Learning for Cybersecurity: Evaluating Malicious URL Detection
inferred← citeshttps://doi.org/10.3390/en18061327openalex-snapshot
The Role of Energy Communities in the Achievement of a Region’s Energy Goals: The Case of a Southeast Mediterranean Region
inferred← citeshttps://doi.org/10.3390/jmse14070639openalex-snapshot
A Methodological Study of 1D CNN Classification of Marine Mammal Vocalizations with Variable Signal Durations
inferred← citeshttps://doi.org/10.3390/land14010070openalex-snapshot
Ecological Stress Modeling to Conserve Mangrove Ecosystem Along the Jazan Coast of Saudi Arabia
inferred← citeshttps://doi.org/10.3390/land14081630openalex-snapshot
Predicting Future Built-Up Land Cover from a Yearly Time Series of Satellite-Derived Binary Urban Maps
inferred← citeshttps://doi.org/10.3390/life14040478openalex-snapshot
Refined Detection and Classification of Knee Ligament Injury Based on ResNet Convolutional Neural Networks
inferred← citeshttps://doi.org/10.3390/make7040111openalex-snapshot
Transfer Learning for Generalized Safety Risk Detection in Industrial Video Operations
inferred← citeshttps://doi.org/10.3390/rs18193337openalex-snapshot
Raspberry Pi Lightweight Deep Learning Models Deployed for Corn Growth Stage Classification Using PhenoCam Images
inferred← citeshttps://doi.org/10.3390/s24041230openalex-snapshot
Hyperparameter Optimization with Genetic Algorithms and XGBoost: A Step Forward in Smart Grid Fraud Detection
inferred← citeshttps://doi.org/10.3390/su18094427openalex-snapshot
Random Forest-Based Landslide Risk Assessment for Mountain Roads Under Extreme Rainfall: Implications for Infrastructure Resilience
inferred← citeshttps://doi.org/10.4018/979-8-2600-1603-9.ch004openalex-snapshot
Bias Mitigation and Algorithmic Fairness in AI-Driven Financial Decision Systems
inferred← citeshttps://doi.org/10.5194/acp-26-7081-2026openalex-snapshot
Long-term ozone formation sensitivity in China: spatiotemporal evolution and machine learning attribution
inferred← citeshttps://doi.org/10.55525/tjst.1938123openalex-snapshot
Hybrid Deep Feature Extraction and mRMR-Based Optimization-Assisted Machine Learning Approaches in MRI-Based Brain Tumor Classification
inferred← citeshttps://doi.org/10.5753/eniac.2025.12386openalex-snapshot
Efficient Ensemble of CNN and Transformer Models for Cassava Leaf Disease Classification
inferred← citeshttps://doi.org/10.64362/zjse.132openalex-snapshot
Estimating Aboveground Biomass and Carbon Sequestration of Eucalyptus camaldulensis Trees in Duhok Province Using Al-lometric Models.
inferred← citeshttps://doi.org/10.7717/peerj-cs.2474openalex-snapshot
On the development of diagnostic support algorithms based on CPET biosignals data via machine learning and wavelets
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.