Publications

• Dutta Baruah, R., & Muñoz Organero, M. ,  Integrating Explicit Contexts with Recurrent Neural Networks for Improving Prognostic Models, 2023 IEEE Aerospace Conference, Big Sky, MT, USA, 2023, pp. 1-8, doi: 10.1109/AERO55745.2023.10115751. 

• Dutta Baruah, R., & Muñoz Organero, M. ,  Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications , Preprint available at http://arxiv.org/abs/2301.05031.

• Dutta Baruah, R. & Muñoz-Organero, M. "Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction" In: Ifrim, G., et al. Advanced Analytics and Learning on Temporal Data. AALTD 2023 (ECML PKDD workshop), Lecture Notes in Computer Science(), vol 14343. Springer, Cham. https://doi.org/10.1007/978-3-031-49896-1_16 

• Dutta Baruah, R. & Muñoz-Organero, M., "Explicit Context Integrated Recurrent Neural Network for Applications in Smart Environments", Expert Systems with Applications, communicated (under review).

• Dutta Baruah, R. & Muñoz-Organero, M. , "Recurrent Neural Network with Contextual Attention for Prognostics", Soft Computing, communicated (under review).