12 citations · 21 across the 5 of their papers we have counts for
5 papers
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…
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…
Improving the Performance of Neural Machine Translation Involving Morphologically Rich Languages
Krupakar Hans, R S Milton
The advent of the attention mechanism in neural machine translation models has improved the performance of machine translation systems by enabling selective lookup into the source…
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…
A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder
Hans Krupakar, Keerthika Rajvel, Bharathi B +2
Speech Translation has always been about giving source text or audio input and waiting for system to give translated output in desired form. In this paper, we present the Acoustic…