Jiztom Kavalakkatt Francis

According to our database, Jiztom Kavalakkatt Francis authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations.

Jiztom Kavalakkatt Francis, Matthew J. Darr

CoRR, July, 2025

Multivariate Temporal Regression at Scale: A Three-Pillar Framework Combining ML, XAI, and NLP.

Jiztom Kavalakkatt Francis, Matthew J. Darr

CoRR, April, 2025

2022

Pattern Based Multivariate Regression using Deep Learning (PBMR-DP).

Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr

CoRR, 2022

Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression.

Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022