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  1. 1
    Oversampling Methods for Handling Imbalance Data in Binary Classification
    “… distribution with parameters, and it can even arrive with an imbalance. Imbalanced data generates a lot…”
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    Conference paper
  2. 2
    Detection of the Imbalance Step Length using the Decision Tree
    “…. The step imbalance indicates difference in walking between both the right and left legs and can be used…”
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    Conference paper
  3. 3
    Visualising Current Research Trends in Class Imbalance using Clustering Approach: A Bibliometrics Analysis
    “…In recent years, extensive research has been carried out on big data class imbalance problems using…”
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    Article
  4. 4
    AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION
    “…In supervised machine learning, class imbalance is commonly occurring when the number of examples…”
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    Article
  5. 5
    Comparisons of ADABOOST, KNN, SVM and logistic regression in classification of imbalanced dataset
    “…Data mining classification techniques are affected by the presence of imbalances between classes…”
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    Conference paper
  6. 6
    Protection of Fargesin against Hydrogen Peroxide-induced Cell Death in RAW 264.7 Cells
    “…Background: The imbalance level of Reactive Oxygen Species (ROS) in the body can lead to oxidative…”
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    Article
  7. 7
    Social Media Text Analysis on Public’s Sentiments of Covid-19 Booster Vaccines
    “… the imbalance, and handling it with SMOTE, random oversampling and random undersampling. Support Vector Machines…”
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    Conference paper
  8. 8
    Navigating Tversky Loss Function Hyperparameter Spaces using Particle Swarm Optimization for Myocardial Scar Segmentation
    “…Medical image segmentation faces challenges due to class imbalance, where the foreground often…”
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    Conference paper
  9. 9
    DC-AC Converter with Dynamic Voltage Restoring Ability Based on Self-Regulated Phase Estimator-DQ Algorithm: Practical Modeling and Performance Evaluation
    “… mathematically simple structure that can thoroughly attenuate voltage imbalance and has quick dynamic response…”
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    Article
  10. 10
    A Comparative Analysis of Combination of CNN-Based Models with Ensemble Learning on Imbalanced Data
    “… classification performance, particularly in situations when there is a high-class imbalance. When it comes…”
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    Article
  11. 11
    Motor control on gait performance among individuals with lower crossed syndrome: A scoping review
    “… tension due to the asymmetry in the strength of the lower extremity muscles. This imbalance could be due…”
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    Review
  12. 12
    Ficus deltoidea ameliorates biochemical, hormonal, and histomorphometric changes in letrozole-induced polycystic ovarian syndrome rats
    “…Background: Insulin resistance and hormonal imbalances are key features in the pathophysiology…”
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    Article
  13. 13
    Application of Traditional Chinese Cultural Pattern Elements in Modern Interior Design Based on the Perspective of Computer Vision Technology
    “… the imbalance between historical aesthetics and modern utility. Using Convolutional Neural Networks (CNN…”
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    Article
  14. 14
    Images and Metaphors of Mathematics Among University Students
    “…-physical. Thus, the lack of understanding and imbalance in mathematics learning involving metaphysical…”
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    Article
  15. 15
    Mapping social enterprise to sustainable development goals
    “… significant outcomes: 1) SE imbalance measurement; 2) SE capabilities and relationship with governance…”
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    Article
  16. 16
    How stress affects female reproduction: An overview
    “… endometrium also leads to defective reproductive outcome in females. Moreover, stress-related imbalance…”
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    Review
  17. 17
    Real-time power quality measurement audit of government building - A case study in compliance with IEEE 1159
    “… in voltage and current changes with current imbalances were observed on 1st May 2019 morning 8'o clock…”
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    Article
  18. 18
    Analytical Hierarchy Process (AHP) Analysis for Load Shedding Scheme in Islanded Distribution System Connected with Mini Hydro Generation
    “… on the imbalance power value. This paper focused on the analysis to select the best combination of load to be shed…”
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    Conference paper
  19. 19
    Sustainable Surface Water Dissolved Oxygen Monitoring at Lake 7/1F, Shah Alam, Selangor
    “… has made it unpopular, and improper management of it could invite an imbalance environment to its…”
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    Article
  20. 20
    Detection of Respiratory Diseases from Auscultated Sounds Using VGG16 with Data Augmentation
    “… flipping, addressed class imbalance. The study introduces innovative data augmentation techniques…”
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    Conference paper
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