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Imbalanced Data Classification Techniques

69 works

  1. A Hybrid Ensemble Framework for Rare Event Detection in Large-Scale Tabular Data

    Natalya Maxutova, Аkmaral Kassymova, Kuanysh Kadirkulov +6

    ArticleExplainable Artificial Intelligence (XAI)Computers20260 citations
    ABI

  2. Fraud Detection using Risk Based Binary Classification

    Gurpreet Kaur

    ArticleImbalanced Data Classification TechniquesInternational Journal for Research in Applied Science and Engineering Technology20260 citations
    ABI

  3. An Intelligent Optimization-Based Deep Belief Network for Fraud Detection in Financial Transaction Systems

    Hafis Hajiyev, Emil Hajiyev, Mirzobek Avezov +2

    ArticleImbalanced Data Classification TechniquesEngineering Technology & Applied Science Research20260 citations
    ABI

  4. FRAUD DETECTION AND TRANSACTION MONITORING SYSTEMS

    Safarov Dilshod Narzullayevich

    ArticleBenford’s Law and Fraud DetectionOpen MIND20260 citations
    ABI

  5. FRAUD DETECTION AND TRANSACTION MONITORING SYSTEMS

    Safarov Dilshod Narzullayevich

    ArticleBenford’s Law and Fraud DetectionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  6. Real-Time Synthetic Identity Fraud Detection Using Recurrent Neural Networks for Sequential Data Analysis

    Vamsi Krishna Chidipothu, Cheemaladinne Vengaiah, Kathari Santosh +3

    ArticleImbalanced Data Classification Techniques20260 citations
    ABI

  7. A Cross-Institutional Financial Fraud Collaborative Detection Algorithm Based on FedGAT Federated Graph Attention Network

    Qichun Wu, Muhammad Shahbaz, Samariddin Makhmudov +3

    ArticleImbalanced Data Classification TechniquesSymmetry20260 citations
    ABI

  8. Hierarchical Federated Edge Intelligence Architecture for Transaction-Level Fraud Detection in Digital Banking Systems

    Dr. Syed Hassan Imam Gardezi, Timur Kholmukhamedov, Sudha Arogya Mary Chinthamani +3

    ArticleImbalanced Data Classification Techniques20260 citations
    ABI

  9. A Comparative Study of Imbalance-Handling Methods in Multiclass Predictive Maintenance

    Mohammed Alnahhal‬‏, Mosab I. Tabash, Samir K. Safi +2

    ArticleImbalanced Data Classification TechniquesComputation20260 citations
    ABI

  10. A Comparative Analysis of Classification Algorithms for Extrovert and Introvert Identification

    Prashant Agrawal, Divas Tewari, Barno Matchanova +3

    ArticleFace and Expression Recognition20260 citations
    ABI

  11. Predictive Analytics for Crime Prevention: Ethical, Legal and Technical Challenges

    Abhinav Gupta, Kshitij Jain, Фарҳод Марданов +3

    ArticleImbalanced Data Classification Techniques20260 citations
    ABI

  12. AI-Driven Fraud Detection in Digital Wallet Transactions

    Anamika Pandey, Om Prakash, Satyaj Tiwatri +3

    ArticleImbalanced Data Classification Techniques20260 citations
    ABI

  13. ARTIFICIAL INTELLIGENCE DRIVEN FINANCIAL RISK PREDICTION AND FRAUD DETECTION IN MODERN BANKING SYSTEMS

    Gulsanam Kimsanova

    ArticleFinancial Distress and Bankruptcy PredictionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  14. ARTIFICIAL INTELLIGENCE DRIVEN FINANCIAL RISK PREDICTION AND FRAUD DETECTION IN MODERN BANKING SYSTEMS

    Gulsanam Kimsanova

    ArticleFinancial Distress and Bankruptcy PredictionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  15. ARTIFICIAL INTELLIGENCE DRIVEN FINANCIAL RISK PREDICTION AND FRAUD DETECTION IN MODERN BANKING SYSTEMS

    Gulsanam Kimsanova

    ArticleFinancial Distress and Bankruptcy PredictionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  16. ARTIFICIAL INTELLIGENCE DRIVEN FINANCIAL RISK PREDICTION AND FRAUD DETECTION IN MODERN BANKING SYSTEMS

    Gulsanam Kimsanova

    ArticleFinancial Distress and Bankruptcy PredictionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  17. A Reproducible Deep Learning Framework for Small-Scale Educational Data: Privacy-Preserving Augmentation and Adaptive Modeling with Interpretability

    Hakimeh Dustmohammadloo, Samira Tajdar, Rauf Rakhmonov +4

    ArticleOnline Learning and AnalyticsSN Computer Science20260 citations
    ABI

  18. Deep Neural Networks Predicting Credit Risk for Banking Systems

    Arathy A, Dr. Anjaly H, Avinash Bondu +4

    ArticleFinancial Distress and Bankruptcy Prediction20260 citations
    ABI

  19. Anemia Detection Using Explainable Boosting Machine

    Ismate Jahan, Samia Ahmed, M. Shamim Kaiser +1

    ChapterExplainable Artificial Intelligence (XAI)Lecture notes in networks and systems20260 citations
    ABI