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Imbalanced Data Classification Techniques

Работ: 69

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

    Soxobiddin Akhatkulov, O.R. Yusupov, Alisher Omonov

    СтатьяOnline Learning and AnalyticsAIP conference proceedings2024Цитирований: 29
    ABI

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

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

    СтатьяImbalanced Data Classification Techniques2023Цитирований: 24
    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

    СтатьяFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research2025Цитирований: 6
    ABI

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

    Олим Астанакулов, Muhammad Eid Balbaa

    ГлаваFinTech, Crowdfunding, Digital FinanceLecture notes in computer science2023Цитирований: 6
    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

    СтатьяFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research2025Цитирований: 5
    ABI

  6. Coverage-Based Classification Using Association Rule Mining

    Jamolbek Mattiev, Branko Kavšek

    СтатьяData Mining Algorithms and ApplicationsApplied Sciences2020Цитирований: 3
    ABI

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

    Rashid Nasimov, Nigorakhon Nasimova, Sanjar Mirzakhalilov +4

    СтатьяPrivacy-Preserving Technologies in DataBioengineering2024Цитирований: 2
    ABI

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

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

    СтатьяImbalanced Data Classification Techniques2023Цитирований: 1
    ABI

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

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

    СтатьяAdvanced Statistical Methods and ModelsJournal of Information and Communication Technology2023Цитирований: 1
    ABI

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

    Pietro Barbiero, Giovanni Squillero, Alberto Tonda

    ПрепринтMachine Learning and Data ClassificationarXiv (Cornell University)2020Цитирований: 0
    ABI

  11. Identifying Biased Subgroups in Ranking and Classification

    Eliana Pastor, Luca de Alfaro, Elena Baralis

    ПрепринтImbalanced Data Classification TechniquesarXiv (Cornell University)2021Цитирований: 0
    ABI

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

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

    СтатьяData Mining Algorithms and Applications2023Цитирований: 0
    ABI

  13. 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

    СтатьяArtificial Intelligence in HealthcareBuletin Ilmiah Sarjana Teknik Elektro2024Цитирований: 0
    ABI

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

    Barnokhon Badridinova, Камола Азимова, Gulnoza Iskandarova +4

    СтатьяArtificial Intelligence in HealthcareHealth Leadership and Quality of Life2024Цитирований: 0
    ABI

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

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

    СтатьяFinancial Distress and Bankruptcy PredictionJournal of Advanced Research in Computing and Applications.2024Цитирований: 0
    ABI

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

    Hamzah Setiawan, Hindarto Hindarto, Yulian Findawati +2

    СтатьяBig Data and Business IntelligenceAIP conference proceedings2024Цитирований: 0
    ABI

  17. 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

    ГлаваImbalanced Data Classification TechniquesLecture notes in networks and systems2024Цитирований: 0
    ABI

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

    Elvir Akhmetshin, Ildar Begishev, Ilyоs Abdullaev +2

    ГлаваStock Market Forecasting MethodsLecture notes in networks and systems2024Цитирований: 0
    ABI

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

    Anh Dung Ngô, Feruzbek Jumaniyozov, Amit Mittal +3

    СтатьяImbalanced Data Classification Techniques2025Цитирований: 0
    ABI

  20. 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

    СтатьяBig Data and Digital EconomyInternational Journal of Innovation and Technology Management2025Цитирований: 0
    ABI

  21. 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

    СтатьяImbalanced Data Classification TechniquesSensors2025Цитирований: 0
    ABI

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

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

    СтатьяStock Market Forecasting Methods2025Цитирований: 0
    ABI

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

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

    СтатьяImbalanced Data Classification Techniques2025Цитирований: 0
    ABI

  24. Improved graph-based semi-supervised learning schemes

    Farid Bozorgnia

    СтатьяImbalanced Data Classification TechniquesComputational and Applied Mathematics2025Цитирований: 0
    ABI

  25. ANALYSIS OF INSOLVENCY IN CHEMICAL COMPAIES

    Olimjonova Munisa Nuriddin qizi

    СтатьяFinancial Distress and Bankruptcy PredictionInnovation Science and Technology2025Цитирований: 0
    ABI