Ashnuta Upadhyaya
Data Scientist and MS Applied Data Science student
Network
3.2K connectionsSummary
Work
Education
Writing
Time series forecasting for Energy Consumption using Machine Learning
January 1, 2024Conference paper proposing a two-stage approach combining statistical feature extraction with deep learning for improved energy consumption forecasting and interpretability (uses XGBoost for feature evaluation and integrates Shapley values for explainability).
An evolutionary automated HR interview system
January 1, 2024Listed item (patent/paper) attributed to the author in academic profile listings.
SMS Spam Classification Using Machine Learning Techniques
Work on classifying SMS spam using machine learning methods (listed on ResearchGate).
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