Chandana Priya Nivarthi
Orcid: 0000-0002-3079-6367Affiliations:
- University of Kassel, Intelligent Embedded Systems Lab, Germany
According to our database1,
Chandana Priya Nivarthi authored at least 9 papers
between 2021 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Zero-Shot Anomaly Detection for Photovoltaic Inverter Fleets via Self-Supervised Contrastive Learning.
Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026
2024
Multi-Task Representation Learning with Temporal Attention for Zero-Shot Time Series Anomaly Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024
Spatial-Temporal Attention Graph Neural Network with Uncertainty Estimation for Remaining Useful Life Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2024
Time-Series Representation Learning via Heterogeneous Spatial-Temporal Contrasting for Remaining Useful Life Prediction.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
2023
Multi-Task Representation Learning for Renewable-Power Forecasting: A Comparative Analysis of Unified Autoencoder Variants and Task-Embedding Dimensions.
Mach. Learn. Knowl. Extr., June, 2023
Towards Few-Shot Time Series Anomaly Detection with Temporal Attention and Dynamic Thresholding.
Proceedings of the International Conference on Machine Learning and Applications, 2023
2022
Transfer Learning as an Essential Tool for Digital Twins in Renewable Energy Systems.
CoRR, 2022
Unified Autoencoder with Task Embeddings for Multi-Task Learning in Renewable Power Forecasting.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
The Problem with Real-World Novelty Detection - Issues in Multivariate Probabilistic Models.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021