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Drisya Thumba
Drisya Thumba
Independent Researcher
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Title
Cited by
Cited by
Year
Symbolic regression-based improved method for wind speed extrapolation from lower to higher altitudes for wind energy applications
P Valsaraj, DA Thumba, K Asokan, KS Kumar
Applied energy 260, 114270, 2020
222020
Diverse dynamical characteristics across the frequency spectrum of wind speed fluctuations
GV Drisya, K Asokan, KS Kumar
Renewable energy 119, 540-550, 2018
162018
Deterministic prediction of surface wind speed variations
GV Drisya, DC Kiplangat, K Asokan, K Satheesh Kumar
Annales Geophysicae 32 (11), 1415-1425, 2014
162014
Comparative evaluation of data requirements and level of decision support provided by decision support tools for reducing livestock-related greenhouse gas emissions
DA Thumba, S Lazarova-Molnar, P Niloofar
Journal of Cleaner Production 373, 133886, 2022
122022
Agent-based multi-edge network simulation model for knowledge diffusion through board interlocks
CP Sankar, DA Thumba, TR Ramamohan, SSV Chandra, KS Kumar
Expert Systems with Applications 141, 112962, 2020
122020
Wind speed forecast using random forest learning method
GV Drisya, K Asokan, KS Kumar
arXiv preprint arXiv:2203.14909, 2022
112022
Data-driven decision support tools for reducing ghg emissions from livestock production systems: Overview and challenges
DA Thumba, S Lazarova-Molnar, P Niloofar
2020 7th International Conference on Internet of Things: Systems, Management …, 2020
82020
Estimating livestock greenhouse gas emissions: existing models, emerging technologies and associated challenges
DA Thumba, S Lazarova-Molnar, P Niloofar
2021 6th International Conference on Smart and Sustainable Technologies …, 2021
52021
A conceptual framework for holistic assessment of decision support systems for sustainable livestock farming
P Niloofar, S Lazarova-Molnar, DA Thumba, KI Shahin
Ecological Indicators 155, 111029, 2023
32023
Spatio-temporal independent applicability of one time trained machine learning wind forecast models: a promising case study from the wind energy perspective
P Valsaraj, D Alex Thumba, K Satheesh Kumar
International Journal of Sustainable Energy 41 (9), 1164-1182, 2022
32022
A novel approach for the extrapolation of wind speed time series to higher altitude using machine learning model
P Valsaraj, GV Drisya, KS Kumar
2018 International CET Conference on Control, Communication, and Computing …, 2018
32018
Machine learning-based simplified methods using shorter wind measuring masts for the time ahead wind forecasting at higher altitude for wind energy applications
P Valsaraj, DA Thumba, S Kumar
Renewable Energy and Environmental Sustainability 7, 24, 2022
22022
Network based periodicity detection of a time series
V Vijesh, GV Drisya, KS Kumar
2018 IEEE Recent Advances in Intelligent Computational Systems (RAICS), 199-203, 2018
22018
Cross-location wind speed forecasting for wind energy applications using machine learning based models
V Perumpalot, GV Drisya, KS Kumar
arXiv preprint arXiv:1808.03480, 2018
12018
Effect of White Noise on the Structural Properties of Networks Arose from Time Series
MC Mallika, GV Drisya, KSA Kumar, KS Kumar
2018 International CET Conference on Control, Communication, and Computing …, 2018
12018
Empirical mode decomposition and chaos based prediction model for wind speed oscillations
GV Drisya, KS Kumar
2015 IEEE Recent Advances in Intelligent Computational Systems (RAICS), 306-311, 2015
12015
A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction
GV Drisya, KS Kumar
arXiv preprint arXiv:2203.15298, 2022
2022
Day-ahead prediction using time series partitioning with Auto-Regressive model
DC Kiplangat, GV Drisya, KS Kumar
arXiv preprint arXiv:2203.14910, 2022
2022
Variation of Chaotic Behaviour of Wind Speed Oscillations Across Indian Subcontinent
GV Drisya, A Thumba
arXiv preprint arXiv:2204.07068, 2022
2022
Day-ahead prediction using time series partitioning with Auto-Regressive model
D Cheruiyot Kiplangat, GV Drisya, K Satheesh Kumar
arXiv e-prints, arXiv: 2203.14910, 2022
2022
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