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

no code implementations • 2 Apr 2025 • Jiztom Kavalakkatt Francis, Matthew J Darr

However, this can become problematic with larger, noisier datasets and more complex models.

Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)

no code implementations • 28 Feb 2022 • Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J Darr

We propose a deep learning methodology for multivariate regression that is based on pattern recognition that triggers fast learning over sensor data.

Deep Learning regression