Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection - Abhishek Srinivasan; Varun Singapuri Ravi; Juan Carlos Andresen; Anders Holst (CoRR, 2025)

Lithium-Ion Battery SOH Forecasting: From Deep Learning Augmented by Explainability to Lightweight Machine Learning Models - Arman Sheikhani; Ervin Agic; Mahshid Helali Moghadam; Juan Carlos Andresen; Anders Vesterberg (29th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2024, Padova, Italy, September 10-13, 2024, 2024)

Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction - Abhishek Srinivasan; Juan Carlos Andresen; Anders Holst (CoRR, 2023)

Modular Federated Learning - Kuo-Yun Liang; Abhishek Srinivasan; Juan Carlos Andresen (International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, 2022)

Modular Federated Learning - Kuo-Yun Liang; Abhishek Srinivasan; Juan Carlos Andresen (CoRR, 2022)