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Imbalanced Data Classification Techniques

69 ta ish

  1. Predicting students’ future final exam results using machine learning algorithms: A comparative analysis

    Soxobiddin Akhatkulov, O.R. Yusupov, Alisher Omonov

    MaqolaOnline Learning and AnalyticsAIP conference proceedings202432 iqtibos
    ABI

  2. Design Of Financing Strategy Model of Financial Management Based on Data Mining Technology

    G. Chandramowleeswaran, Laith H. Alzubaidi, Anita Sofia Liz +3

    MaqolaImbalanced Data Classification Techniques202324 iqtibos
    ABI

  3. Assessment of Class Imbalance Data Handling with Attention-Based Deep Learning Approach for Robust Financial Distress Prediction in Enterprises

    Alisher Sherov, Tukhtabek Rakhimov, Hafis Hajiyev +2

    MaqolaOchiq kirishFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research20257 iqtibos
    ABI

  4. The Use of the Internet of Things to Ensure the Smooth Operation of Network Functions in Fintech

    Олим Астанакулов, Muhammad Eid Balbaa

    BobFinTech, Crowdfunding, Digital FinanceLecture notes in computer science20237 iqtibos
    ABI

  5. Evaluating Class-Imbalanced Data Handling for Enhanced Financial Distress Prediction Using an Attention-Based Deep Neural Network and Heuristic Optimization Algorithms

    Alisher Sherov, Tukhtabek Rakhimov, Hafis Hajiyev +2

    MaqolaOchiq kirishFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research20255 iqtibos
    ABI

  6. Coverage-Based Classification Using Association Rule Mining

    Jamolbek Mattiev, Branko Kavšek

    MaqolaOchiq kirishData Mining Algorithms and ApplicationsApplied Sciences20203 iqtibos
    ABI

  7. GAN-Based Novel Approach for Generating Synthetic Medical Tabular Data

    Rashid Nasimov, Nigorakhon Nasimova, Sanjar Mirzakhalilov +4

    MaqolaOchiq kirishPrivacy-Preserving Technologies in DataBioengineering20242 iqtibos
    ABI

  8. Algorithms for Selecting the Most Efficient Method for Solving Classification Problems

    Otabek Khujaev, Bonura B. Nurmetova, Tohir K. Urazmatov

    MaqolaImbalanced Data Classification Techniques20231 iqtibos
    ABI

  9. Improved graph-based semi-supervised learning schemes

    Farid Bozorgnia

    MaqolaOchiq kirishImbalanced Data Classification TechniquesComputational and Applied Mathematics20251 iqtibos
    ABI

  10. Enhanced Robust Univariate Classification Methods for Solving Outliers and Overfitting Problems

    Friday Zinzendoff Okwonu, Nor Aishah Ahad, Hashibah Hamid +2

    MaqolaOchiq kirishAdvanced Statistical Methods and ModelsJournal of Information and Communication Technology20231 iqtibos
    ABI

  11. Modeling Generalization in Machine Learning: A Methodological and Computational Study

    Pietro Barbiero, Giovanni Squillero, Alberto Tonda

    PreprintOchiq kirishMachine Learning and Data ClassificationarXiv (Cornell University)20200 iqtibos
    ABI

  12. Identifying Biased Subgroups in Ranking and Classification

    Eliana Pastor, Luca de Alfaro, Elena Baralis

    PreprintOchiq kirishImbalanced Data Classification TechniquesarXiv (Cornell University)20210 iqtibos
    ABI

  13. BigHeuFIM: A Heuristic Apriori Algorithm for Extraction of Frequent Itemsets on Big Data

    Anu Sharma, Atul Kumar Srivastava, Aditya Kumar Tripathi +2

    MaqolaData Mining Algorithms and Applications20230 iqtibos
    ABI

  14. HNIHA: Hybrid Nature-Inspired Imbalance Handling Algorithm to Addressing Imbalanced Datasets for Improved Classification: In Case of Anemia Identification

    Dimas Chaerul Ekty Saputra, Tri Ratnaningsih, Irianna Futri +4

    MaqolaOchiq kirishArtificial Intelligence in HealthcareBuletin Ilmiah Sarjana Teknik Elektro20240 iqtibos
    ABI

  15. Early detection of thyroid disease using feature selection and hybrid machine learning approach

    Barnokhon Badridinova, Камола Азимова, Gulnoza Iskandarova +4

    MaqolaOchiq kirishArtificial Intelligence in HealthcareHealth Leadership and Quality of Life20240 iqtibos
    ABI

  16. A Comparative Performance Analysis of Several Machine Learning Classifiers on the Credit Card Data

    Nor Aishah Ahad, Friday Zinzendoff Okwonu, Yik Siong Pang +1

    MaqolaOchiq kirishFinancial Distress and Bankruptcy PredictionJournal of Advanced Research in Computing and Applications.20240 iqtibos
    ABI

  17. Revolutionizing campus services: Bert algorithm redefines student complaint management

    Hamzah Setiawan, Hindarto Hindarto, Yulian Findawati +2

    MaqolaBig Data and Business IntelligenceAIP conference proceedings20240 iqtibos
    ABI

  18. Application of Mean-Variance Cloning Technique to Investigate the Comparative Performance Analysis of Classical Classifiers on Imbalance and Balanced Data

    Friday Zinzendoff Okwonu, Nor Aishah Ahad, Joshua Sarduana Apanapudor +2

    BobImbalanced Data Classification TechniquesLecture notes in networks and systems20240 iqtibos
    ABI

  19. Analysis of Managing and Controlling Bank Customers Using Machine Learning Algorithms

    Elvir Akhmetshin, Ildar Begishev, Ilyos Abdullaev +2

    BobStock Market Forecasting MethodsLecture notes in networks and systems20240 iqtibos
    ABI

  20. Design and Deployment of a Secure Mobile Banking System with AI-Driven Fraud Detection

    Anh Dung Ngô, Feruzbek Jumaniyozov, Amit Mittal +3

    MaqolaImbalanced Data Classification Techniques20250 iqtibos
    ABI

  21. An Improved FEDformer–Dilated Residual CNN Framework with Cross-Attentive Fusion for Cloud-Based Cyber Threat Detection and Financial Fraud Prediction

    Charles Ubagaram, Rila Mandala, Bhagath Singh Jayaprakasam +3

    MaqolaBig Data and Digital EconomyInternational Journal of Innovation and Technology Management20250 iqtibos
    ABI

  22. Intelligent Algorithms for the Detection of Suspicious Transactions in Payment Data Management Systems Based on LSTM Neural Networks

    Abdinabi Mukhamadiyev, Fayzullo Nazarov, Sherzodjon Yarmatov +1

    MaqolaOchiq kirishImbalanced Data Classification TechniquesSensors20250 iqtibos
    ABI

  23. Financial Fraud Detection in Algorithmic Trading Systems Using BERT Variants and Time-Series Embedding

    Ali N Mohamed, Mehdi Ebady Manaa, Sandeep Soni +2

    MaqolaStock Market Forecasting Methods20250 iqtibos
    ABI

  24. Machine Learning-Driven Anomaly Detection in Blockchain Transactions for High-Security Digital Banking

    Raghavendra Kulkarni, Omar Isam AL Mrayat, Mukesh Soni +3

    MaqolaImbalanced Data Classification Techniques20250 iqtibos
    ABI

  25. ANALYSIS OF INSOLVENCY IN CHEMICAL COMPAIES

    Olimjonova Munisa Nuriddin qizi

    MaqolaFinancial Distress and Bankruptcy PredictionInnovation Science and Technology20250 iqtibos
    ABI