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Abraham Melkie Tadesse

Debre Tabor University Ethiopia

Faculty of Business & Economics

Amhara

Debre Tabor

Ethiopia

SCHOLARLY PAPERS

2

DOWNLOADS

319

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

A Privacy-Preserving, Explainable Job Recommendation System Using Transformer-Based NLP and Career Path Prediction

Proceedings of the 3rd International Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024)
Number of pages: 9 Posted: 07 Jan 2025
VIT AP University, Salem Sowdeswari College, Sona College of Technology, St. Peter’s Institute of Higher Education and Research, Debre Tabor University Ethiopia and Sona College of Technology
Downloads 222 (343,660)

Abstract:

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Job recommendation system, transformer-based NLP, BERT embeddings, LSTM career prediction, federated learning, SHAP explainability, privacy-preserving AI, skill matching, career trajectory prediction

2.

Robust Prediction of COVID-19 Mortality with Ridge Regression and Hyperparameter Optimization

Proceedings of the 3rd International Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024)
Number of pages: 9 Posted: 30 Jan 2025
Vasavi College Of Engineering, K.S.R. College of Engineering, Karunya Institute of Technology and Sciences Coimbatore, Gita Autonomous College, Debre Tabor University Ethiopia and Integral University
Downloads 97 (704,534)

Abstract:

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COVID-19 Mortality Prediction, Machine Learning Models, Ridge Regression, Overfitting Mitigation, Data Pre-processing Techniques, Hyperparameter Tuning, Cross-Validation, Public Health Analytics