12 citations · 21 across the 5 of their papers we have counts for
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cs.LG2026
Horizon Activation Mapping for Neural Networks in Time Series Forecasting
Krupakar Hans, V A Kandappan
Neural networks for time series forecasting have relied on error metrics and architecture-specific interpretability approaches for model selection that don't apply across models of…
cs.LG2025
A Review of the Long Horizon Forecasting Problem in Time Series Analysis
Hans Krupakar, Kandappan V A
The long horizon forecasting (LHF) problem has come up in the time series literature for over the last 35 years or so. This review covers aspects of LHF in this period and how deep…
cs.LG2016★ 5 cited
A Review of Intelligent Practices for Irrigation Prediction
Hans Krupakar, Akshay Jayakumar, Dhivya G
Population growth and increasing droughts are creating unprecedented strain on the continued availability of water resources. Since irrigation is a major consumer of fresh water, w…