263 results on '"Feature Engineering"'
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2. An Analytical Perspective of Missing Values in Machine Learning
3. Decision Tree Based Wrappers for Hearing Loss
4. Literature Review: Combining Machine Learning with Social Network Analysis Features
5. Cyberbullying Predictive Analysis on Twitter(X) Data with Multi-model Supervised Technique
6. Defending the Digital Frontier: URL-Based Phishing Detection Extension
7. FELIX: Automatic and Interpretable Feature Engineering Using LLMs
8. Comparative Analysis of Encoding Methods in Regression Predicting Models of Bachelor's Final Marks
9. Explainability Spectrum Analysis of Weather Sequences in Short-Term Load Forecasting
10. Feature Engineering for Predicting Consumer Purchase Behavior: A Comprehensive Analysis
11. A Comparative Analysis of Random Forest and Support Vector Machine Techniques on the UNSW-NB15 Dataset
12. Mandelbug Classification Engine: Transfer Learning and NLP Approach
13. Battery Electric Vehicle Charging Load Forecasting Using LSTM on STL Trend, Seasonality, and Residual Decomposition
14. AI-Infused Finance: Predicting Stock Prices Through News and Market Data Analysis
15. Detection of Parkinson’s Disease Using Non-invasive Biomarkers
16. Image as a Way of Processing Multidimensional Production Data for Product Quality Prediction Using Deep Learning
17. CrossAAD: Cross-Chain Abnormal Account Detection
18. The Impact of Data Scaling Approaches on Deep Learning, Random Forest and Nearest Neighbour-Based Network Intrusion Detection Systems for DoS Detection in IoT Networks
19. Augmenting Explainable Data-Driven Models in Energy Systems: A Python Framework for Feature Engineering
20. Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer Data
21. Variants of Variants: Context-Based Variant Analysis for Process Mining
22. An Improved Method of Phishing URL Detection Using Machine Learning
23. Implementation of a Pattern Classifier on Thermograms from Plantar Region
24. Web Application for Banking Churn Prediction Using ANN
25. Intelligent Feature Engineering and Feature Selection Techniques for Machine Learning Evaluation
26. A Social Bot Detection Method Using Multi-features Fusion and Model Optimization Strategy
27. MADONNA: Browser-Based MAlicious Domain Detection Through Optimized Neural Network with Feature Analysis
28. Feature Engineering Considerations in IoT: A Case Study
29. A Construction of IoT Malicious Traffic Dataset and Its Applications
30. Optimizing Feature Selection for Industrial Casting Defect Detection Using QLESCA Optimizer
31. An Ensemble Machine Learning Approach with Hybrid Feature Selection Technique to Detect Thyroid Disease
32. Prognosis of Concrete Strength: The State of Art in Using Different Machine Learning Algorithms
33. Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
34. Building Predictive Models with Machine Learning
35. HR Analytics: Analysis of Employee Attrition Using Perspectives from Machine Learning
36. Data Preparation, Transforms, Quality, and Management
37. A Subtle Design of Prediction Models Using Machine Learning Algorithms for Advocating Selection and Forecasting Sales of Garments: A Case Study
38. The Use of Feature Engineering and Hyperparameter Tuning for Machine Learning Accuracy Optimization: A Case Study on Heart Disease Prediction
39. Exploring the Ramifications of Unorganized Tourism Practices and Associated Challenges in the Sikkim Himalayas Through Machine Learning Approach
40. Unraveling the Elements of Effective Altruistic Appeals Through Machine Learning and Natural Language Processing
41. Spatial Variation Sequences for Remote Sensing Applications with Small Sample Sizes
42. Diabetes Prediction Using Machine Learning: A Detailed Insight
43. Characterization of Malicious URLs Using Machine Learning and Feature Engineering
44. Machine Learning in Cybersecurity: Evaluating Text Encoding Techniques for Optimized SMS Spam Detection
45. Detection of Parkinson’s Disease Based on Biological Features Using Deep Neural Models
46. MOOC Dropout Prediction Using Learning Process Model and LightGBM Algorithm
47. An Efficient Framework for Crime Prediction Using Feature Engineering and Machine Learning
48. Unveiling the Impact of Outliers: An Improved Feature Engineering Technique for Heart Disease Prediction
49. Deep Learning Modelling of Earthquake Damage Data for Identification of Patterns of Damage in Heritage Structures
50. A Model Identification Forensics Approach for Signal-Based Condition Monitoring
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