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Imbalanced Data Classification Techniques

69 та иш

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

    Soxobiddin Akhatkulov, O.R. Yusupov, Alisher Omonov

    МақолаOnline Learning and AnalyticsAIP conference proceedings202429 иқтибос
    ABI

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

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

    МақолаImbalanced Data Classification Techniques202324 иқтибос
    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

    МақолаFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research20256 иқтибос
    ABI

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

    Олим Астанакулов, Muhammad Eid Balbaa

    БобFinTech, Crowdfunding, Digital FinanceLecture notes in computer science20236 иқтибос
    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

    МақолаFinancial Distress and Bankruptcy PredictionEngineering Technology & Applied Science Research20255 иқтибос
    ABI

  6. Coverage-Based Classification Using Association Rule Mining

    Jamolbek Mattiev, Branko Kavšek

    МақолаData Mining Algorithms and ApplicationsApplied Sciences20203 иқтибос
    ABI

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

    Rashid Nasimov, Nigorakhon Nasimova, Sanjar Mirzakhalilov +4

    МақолаPrivacy-Preserving Technologies in DataBioengineering20242 иқтибос
    ABI

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

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

    МақолаImbalanced Data Classification Techniques20231 иқтибос
    ABI

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

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

    МақолаAdvanced Statistical Methods and ModelsJournal of Information and Communication Technology20231 иқтибос
    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)20200 иқтибос
    ABI

  11. Identifying Biased Subgroups in Ranking and Classification

    Eliana Pastor, Luca de Alfaro, Elena Baralis

    ПрепринтImbalanced Data Classification TechniquesarXiv (Cornell University)20210 иқтибос
    ABI

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

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

    МақолаData Mining Algorithms and Applications20230 иқтибос
    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

    МақолаArtificial Intelligence in HealthcareBuletin Ilmiah Sarjana Teknik Elektro20240 иқтибос
    ABI

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

    Barnokhon Badridinova, Камола Азимова, Gulnoza Iskandarova +4

    МақолаArtificial Intelligence in HealthcareHealth Leadership and Quality of Life20240 иқтибос
    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

    МақолаFinancial Distress and Bankruptcy PredictionJournal of Advanced Research in Computing and Applications.20240 иқтибос
    ABI

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

    Hamzah Setiawan, Hindarto Hindarto, Yulian Findawati +2

    МақолаBig Data and Business IntelligenceAIP conference proceedings20240 иқтибос
    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

    БобImbalanced Data Classification TechniquesLecture notes in networks and systems20240 иқтибос
    ABI

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

    Elvir Akhmetshin, Ildar Begishev, Ilyоs Abdullaev +2

    БобStock Market Forecasting MethodsLecture notes in networks and systems20240 иқтибос
    ABI

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

    Anh Dung Ngô, Feruzbek Jumaniyozov, Amit Mittal +3

    МақолаImbalanced Data Classification Techniques20250 иқтибос
    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

    МақолаBig Data and Digital EconomyInternational Journal of Innovation and Technology Management20250 иқтибос
    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

    МақолаImbalanced Data Classification TechniquesSensors20250 иқтибос
    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

    МақолаStock Market Forecasting Methods20250 иқтибос
    ABI

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

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

    МақолаImbalanced Data Classification Techniques20250 иқтибос
    ABI

  24. Improved graph-based semi-supervised learning schemes

    Farid Bozorgnia

    МақолаImbalanced Data Classification TechniquesComputational and Applied Mathematics20250 иқтибос
    ABI

  25. ANALYSIS OF INSOLVENCY IN CHEMICAL COMPAIES

    Olimjonova Munisa Nuriddin qizi

    МақолаFinancial Distress and Bankruptcy PredictionInnovation Science and Technology20250 иқтибос
    ABI