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1. Statistical Analysis of Imbalanced Classification with Training Size Variation and Subsampling on Datasets of Research Papers in Biomedical Literature.

2. Predicting Employee Absence from Historical Absence Profiles with Machine Learning.

3. FN-GNN: A Novel Graph Embedding Approach for Enhancing Graph Neural Networks in Network Intrusion Detection Systems.

4. Heart disease prediction using ML through enhanced feature engineering with association and correlation analysis.

5. Static analysis framework for permission-based dataset generation and android malware detection using machine learning.

6. Feature-based detection of breast cancer using convolutional neural network and feature engineering.

7. Radio Signal Modulation Recognition Method Based on Hybrid Feature and Ensemble Learning: For Radar and Jamming Signals.

8. Feature engineering of EEG applied to mental disorders: a systematic mapping study.

9. A Novel Artificial Intelligence Prediction Process of Concrete Dam Deformation Based on a Stacking Model Fusion Method.

10. An online monitoring method of milling cutter wear condition driven by digital twin.

11. An Automated Machine Learning Framework for Adaptive and Optimized Hyperspectral-Based Land Cover and Land-Use Segmentation.

12. Optimizing Tourism Accommodation Offers by Integrating Language Models and Knowledge Graph Technologies.

13. Fundamental Components and Principles of Supervised Machine Learning Workflows with Numerical and Categorical Data.

14. Analysis of Handwriting for Recognition of Parkinson's Disease: Current State and New Study.

15. Toward compound fault diagnosis via EMAGAN and large kernel augmented few-shot learning.

16. House Prices Prediction Using Statistics with Machine Learning.

17. Advanced Algorithmic Approaches for Scam Profile Detection on Instagram.

18. A Novel Feature Engineering-Based SOH Estimation Method for Lithium-Ion Battery with Downgraded Laboratory Data.

19. Revolutionizing Wind Power Prediction—The Future of Energy Forecasting with Advanced Deep Learning and Strategic Feature Engineering.

20. Urban Vegetation Classification for Unmanned Aerial Vehicle Remote Sensing Combining Feature Engineering and Improved DeepLabV3+.

21. The Language of Deception: Applying Findings on Opinion Spam to Legal and Forensic Discourses.

22. Novel approach for quantitative and qualitative authors research profiling using feature fusion and tree-based learning approach.

23. Data-Driven Modeling of Appliance Energy Usage.

24. A review on customer segmentation methods for personalized customer targeting in e-commerce use cases.

25. Investigation of Feature Engineering Methods for Domain-Knowledge-Assisted Bearing Fault Diagnosis.

26. 小样本数据下特种材料基因 工程的数据扩充方法.

27. A Novel Hybrid Method for Urban Green Space Segmentation from High-Resolution Remote Sensing Images.

28. Classifying Hindi News Using Various Machine Learning and Deep Learning Techniques.

29. Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models.

30. Integrated Mixed Potential Gas Sensor with Efficient Structure for Discriminative Volatile Organic Compounds Detection.

31. Short-Term Forecasts of Energy Generation in a Solar Power Plant Using Various Machine Learning Models, along with Ensemble and Hybrid Methods.

32. Enhancing Fire Protection in Electric Vehicle Batteries Based on Thermal Energy Storage Systems Using Machine Learning and Feature Engineering.

33. XAI-PhD: Fortifying Trust of Phishing URL Detection Empowered by Shapley Additive Explanations.

34. Machine Learning Enhanced by Feature Engineering for Estimating Snow Water Equivalent.

35. Online Handwriting Recognition Method with a Non-Inertial Reference Frame Based on the Measurement of Linear Accelerations and Differential Geometry: An Alternative to Quaternions.

36. A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications.

37. Intra-graph and Inter-graph joint information propagation network with third-order text graph tensor for fake news detection.

38. A Comparative Study of Deep Learning Models on Tropospheric Ozone Forecasting Using Feature Engineering Approach.

39. Malware Detection Issues, Challenges, and Future Directions: A Survey.

40. A semantic-based model with a hybrid feature engineering process for accurate spam detection.

41. Enhancing Stock Price Prediction Accuracy Through Ensemble Learning Strategies: A Comparative Study.

42. Improving the Automatic Detection of Dropout Risk in Middle and High School Students: A Comparative Study of Feature Selection Techniques.

43. Deciphering the microbial landscape of lower respiratory tract infections: insights from metagenomics and machine learning.

44. Wearable-Based Integrated System for In-Home Monitoring and Analysis of Nocturnal Enuresis.

45. Enhancing Personalized Recommendations: A Study on the Efficacy of Multi-Task Learning and Feature Integration.

46. Feature engineering of environmental covariates improves plant genomic-enabled prediction.

47. Machine Learning-Based Anomaly Detection for Securing In-Vehicle Networks.

48. UNDERSTANDING COLLEGE STUDENTS' SATISFACTION WITH CHATGPT: AN EXPLORATORY AND PREDICTIVE MACHINE LEARNING APPROACH USING FEATURE ENGINEERING.

49. Explainable Ensemble Learning Based Detection of Evasive Malicious PDF Documents.

50. Individual Feature Selection of Rolling Bearing Impedance Signals for Early Failure Detection.