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Kella Sowmya
Observed names:
Sowmya Kella,
Sowmya, Kella
Institution:
Karnataka State Women's University
Observed institution:
Karnataka State Women's University
ORCID:
0009-0004-8758-4359
Observed ORCID:
0009-0004-8758-4359
OpenAlex ID:
A5115026783
Enhancing Anomaly Detection in Multivariate Time Series with Stacked Transformer Encoders and Adaptive Positional Embeddings
2024
·
Kella Sowmya
, K. Ramesh
·
Arabian Journal for Science and Engineering
·
5
Forecasting Electric Vehicle Charging Demand Using Recurrent Neural Networks and LSTM Models: A Deep Learning Approach to Smart Grid Optimization
2025
·
Veena More
, Sowmya Kella
, et al.
·
International Research Journal on Advanced Engineering and Management (IRJAEM)
·
1
PDF
Availability Status Prediction of EV Charging Stations via Deep Learning and Decision Tree Explainability
2025
·
Sowmya Kella
, Veena More
, et al.
·
International Research Journal on Advanced Engineering and Management (IRJAEM)
PDF
Large-scale Curated Multivariate Time Series Anomaly Detection Dataset for Laptop Performance Metrics
2025
·
Veena More
, Sowmya Kella
, et al.
·
ICTACT Journal on Data Science and Machine Learning
DASTAD: Dual Aspect Self-supervised Transformer-based Anomaly Detection in Multivariate Time-Series
2025
·
Kartik Aggarwal
, Kella Sowmya
, et al.
·
Arabian Journal for Science and Engineering
Demystifying the Black Box: A Foundational Survey and Comparative Analysis of Basic Explainable AI (XAI) Techniques
2025
·
Veena More
, Bharati H Naikawadi
, et al.
·
International Journal of Innovative Research in Computer and Communication Engineering
PDF
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Works count:
7
Citation count:
6
H-index:
1
I10-index:
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