Concepedia

G. H. Harish Nayak

GH

6

Publications

128

Citations

6

H-Index

2024

Active since

Affiliations

Indian Agricultural Statistics Research Institute(Current)

Indian Agricultural Research Institute

University of Agricultural Sciences, Dharwad

National Institute of Occupational Health

Banaras Hindu University

G. H. Harish Nayak is an author at Indian Agricultural Statistics Research Institute specializing in deep learning, data science, and engineering.

Top concepts

EngineeringData ScienceDeep LearningGeographyForecastingMeteorologyEarth ScienceHydrometeorologyMachine LearningPredictive Analytics

Publications per year

2024–2025

6

Publications

6

Hidden Markov guided Deep Learning models for forecasting highly volatile agricultural commodity prices

G. Avinash, V. Ramasubramanian, Mrinmoy Ray et al. · Applied Soft Computing · 2024 · 35 citations

Forecasting Methodology, Economic Forecasting, Engineering +11

Exogenous variable driven deep learning models for improved price forecasting of TOP crops in India

G. H. Harish Nayak, Md Wasi Alam, K. N. Singh et al. · Scientific Reports · 2024 · 23 citations · Full text

Transformer-based deep learning architecture for time series forecasting

G. H. Harish Nayak, Md Wasi Alam, G. Avinash et al. · Software Impacts · 2024 · 23 citations · Full text

Modelling monthly rainfall of India through transformer-based deep learning architecture

G. H. Harish Nayak, Wasi Alam, Kehar Singh et al. · Modeling Earth Systems and Environment · 2024 · 22 citations

Hydrometeorology, Meteorology, Engineering +7

N-BEATS Deep Learning Architecture for Agricultural Commodity Price Forecasting

G. H. Harish Nayak, Md Wasi Alam, G. Avinash et al. · Potato Research · 2024 · 15 citations

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