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Imbalanced Data Classification Techniques

69 works

  1. An Explainable AI-based Fraud Detection System Using Recursive Feature Elimination and Waterwheel Plant Optimization for Financial Transactions

    Hafis Hajiyev, Emil Hajiyev, Mirzobek Avezov +3

    ArticleImbalanced Data Classification TechniquesEngineering Technology & Applied Science Research20250 citations
    ABI

  2. A Scalable Hybrid Model for Detecting UPI Transaction Fraud in Real-Time

    Dasari Yugandhar, D Ramya, J. Prabhakaran +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  3. Modular Architectures for Interpretable Credit Scoring for Heterogeneous Borrower Data

    Ayaz A. Sunagatullin, Mohammad Reza Bahrami

    ArticleFinancial Distress and Bankruptcy PredictionJournal of risk and financial management20250 citations
    ABI

  4. Secure Cloud Migration and AI-Driven Fraud Detection for BFSI and Hospitality

    Sivakumar Karuppiah, Sourabh Sanghi, Kishore Ande +2

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  5. Graph Contrastive Learning for Fraud Detection in Financial Transactions Using AI-Powered Anomaly Detection in Banking and E-Commerce

    Adilbek Dauletov, Khurshida Bakhrieva, Akhat Azamatov +5

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  6. Sun'iy intellekt yordamida spam-xabarlarni filtrlashning algoritmik tahlili

    Ibroximali Normatov, Muzaffar Atajonov

    ArticleImbalanced Data Classification TechniquesZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  7. Sun'iy intellekt yordamida spam-xabarlarni filtrlashning algoritmik tahlili

    Ibroximali Normatov, Muzaffar Atajonov

    ArticleImbalanced Data Classification TechniquesZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  8. Explainable Gradient Boosting Models for Fair Loan Approval Decisions

    Ismaeel Abdel Qader, Sameh Ghwanmeh, Aakansha Soy +3

    ArticleExplainable Artificial Intelligence (XAI)20250 citations
    ABI

  9. Support Vector Machine with SMOTE for Imbalanced Phishing Website Detection

    Abdallah M M Altrad, Rasha Almajed, Shakhriyor Kholbayev +3

    ArticleSpam and Phishing Detection20250 citations
    ABI

  10. Financial Fraud Detection Using AI-Powered Natural Language Processing for Cyber Forensics

    N V Ganapathi Raju, Jamvant Omkar, Hayder Muhamed Abas +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  11. Real-Time AI-Enabled Anomaly Detection System for Preventing Financial Fraud

    S. Ramesh, Feruzbek Jumaniyozov, Sindor Sapaev +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  12. Explainable AI for Predictive Maintenance in Industrial IoT: A Transfer Learning Approach

    Chanchal Garg, Gulsara Ruziyeva, Jaishankar Bhatt +3

    ArticleMachine Fault Diagnosis Techniques20250 citations
    ABI

  13. Development of an Optimized Fraud Detection System Using Machine Learning in Financial Transactions

    Anh Dung Ngô, Rajender Chilukala, Sindor Sapaev +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  14. Explainable AI for Credit Scoring in Cloud Enterprise Banking Systems

    Rajender Chilukala, Zokir Mamadiyarov, Tatyana Khorolskaya +3

    ArticleFinancial Distress and Bankruptcy Prediction20250 citations
    ABI

  15. ARTIFICIAL INTELLIGENCE IN INSURANCE PROCESSES: FRAUD DETECTION AND RISK MITIGATION

    K.M. Mammadova, E.R. Mammadov

    ArticleFinancial Distress and Bankruptcy PredictionTikintinin iqtisadiyyatı və menecment20250 citations
    ABI

  16. Churn Prediction in Telecom Subscriptions Using Boosted Learning Models

    D David Winster Praveenraj, Komil Bustanov, Gowthami Parandhaman +3

    ArticleCustomer churn and segmentation20250 citations
    ABI

  17. Explainable Machine Learning Models for Robust Clinical Biomarker Identification

    I. Arivazhagi, Shobha K., Deepak Gupta +3

    ArticleExplainable Artificial Intelligence (XAI)20250 citations
    ABI

  18. Detection of Credit Card Fraudulence with Machine Learning Techniques and Meta-Heuristic Algorithms

    Neha Tripathi, Mohichekhra T. Kurbonbekova, Jumaniyozov Feruzbek Dilshod Ugli +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  19. Multi-label Classification Approach to Identify Fraudulence in Financial Statements

    Manan Garg, Samariddin Makhmudov, Barno Matchanova +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  20. Federated Learning for Privacy-Preserving Credit Risk Assessment

    Prashant Anerao, Om Prakash, Sharyu Ikhar +3

    ArticleFinancial Distress and Bankruptcy Prediction20250 citations
    ABI

  21. Predicting and Preventing Fraud in Supply Chain Networks using Deep Neural Networks and Clustering Techniques

    K Anil Kumar, K. Srinivasan, Nanthini L. +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  22. Hybrid Feature Selection and Optimiser-assisted Ensemble Learning for Credit Card Fraud Detection

    Virendra Bora, Zokir Mamadiyarov, Ashraf Abdualimov +3

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  23. Predicting Customer Churn in the Telecom Sector Utilizing Explainable Artificial Intelligence

    Kapil Rajput, Sharafiddin Ismatov, Shixnazar Rakhimov +3

    ArticleCustomer churn and segmentation20250 citations
    ABI

  24. Predicting Corporate Credit Ratings: An ML-Based Approach for Financial Sector Compliance

    Amit Kumar Mishra, Zokir Mamadiyarov, Zafar Berdinazarov +3

    ArticleFinancial Distress and Bankruptcy Prediction20250 citations
    ABI

  25. Efficient High Utility Mining Algorithm for Big Data Applications

    Gautam Yadav, Radhika Gundluru, N. Bala Krishna +3

    ChapterData Mining Algorithms and ApplicationsLecture notes in networks and systems20250 citations
    ABI