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Sathyakala S

Sona College of Technology

Junction Main Road

Suramangalam

Salem, Tamil Nadu 636005

India

SCHOLARLY PAPERS

2

DOWNLOADS

408

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.

Enhancing Image Classification Performance through Transfer Learning and Adaptive Augmentation: A MobileNetV2 Approach

Proceedings of the 3rd International Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024)
Number of pages: 11 Posted: 06 Jan 2025
Yeshwatrao Chavan College of Engineering, Amazon India, Sri Vasavi Institute of Engineering and Technology, Machilipatnam, India, Father Conceicao Rodrigues College of Engineering, Malla Reddy Institute Technology and Sona College of Technology
Downloads 186 (415,884)

Abstract:

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Transfer Learning, MobileNetV2, Data Augmentation, Image Classification, Model Fine-tuning, Performance Optimization