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Akshay Aravamudan
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Advancing flood warning procedures in ungauged basins with machine learning
Z Rasheed, A Aravamudan, AG Sefidmazgi, GC Anagnostopoulos, ...
Journal of Hydrology 609, 127736, 2022
212022
Environmental sound classification with tiny transformers in noisy edge environments
S Wyatt, D Elliott, A Aravamudan, CE Otero, LD Otero, ...
2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 309-314, 2021
182021
Anytime Information Cascade Popularity Prediction via Self-Exciting Processes
X Zhang, A Aravamudan, GC Anagnostopoulos
International Conference on Machine Learning, 26028-26047, 2022
42022
A multi-firearm, multi-orientation audio dataset of gunshots
R Kabealo, S Wyatt, A Aravamudan, X Zhang, DN Acaron, MP Dao, ...
Data in brief 48, 109091, 2023
22023
Ace: An atak plugin for enhanced acoustic situational awareness at the edge
D Nieves-Acaron, B Luchterhand, A Aravamudan, D Elliott, S Wyatt, ...
MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 115-120, 2021
22021
Anytime user engagement prediction in information cascades for arbitrary observation periods
A Aravamudan, X Zhang, GC Anagnostopoulos
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4999-5009, 2023
12023
Advancing Flash Flood Forecasting Capabilities in West Africa with Machine Learning and Satellite Observations
E Nikolopoulos, A Ali, W Amponsah, G Anagnostopoulos, A Aravamudan, ...
104th AMS Annual Meeting, 2024
2024
Regional Seismic Event Discrimination using Machine Learning
A Aravamudan, HAA Ghalib, GC Anagnostopoulos, AO Smith, M Sibol, ...
AGU23, 2023
2023
Improving Flash Flood Monitoring and Forecasting Capabilities in West Africa with Satellite Observations and Precipitation Forecasts
HJ Vergara, V Robledo, G Anagnostopoulos, A Aravamudan, X Zhang, ...
AGU23, 2023
2023
Flood prediction in ungauged basins with machine learning and satellite precipitation data
Z Rasheed, A Aravamudan, G Anagnostopoulos, E Nikolopoulos
EGU General Assembly Conference Abstracts, EGU22-10864, 2022
2022
Deep Residual Downscaling of Remote Sensing Imagery for Flood Hazard Assessment
A Aravamudan, Z Rasheed, X Zhang, G Anagnostopoulos, W Krajewski, ...
AGU Fall Meeting Abstracts 2021, H42C-02, 2021
2021
Influence Dynamics Among Narratives
A Aravamudan, X Zhang, J Song, SM Fiore, GC Anagnostopoulos
arXiv preprint arXiv:2111.10402, 2021
2021
Influence Dynamics Among Narratives: A Case Study of the Venezuelan Presidential Crisis
A Aravamudan, X Zhang, J Song, SM Fiore, GC Anagnostopoulos
International Conference on Social Computing, Behavioral-Cultural Modeling …, 2021
2021
Machine Learning for Flood Peak Prediction in Ungauged Basins
Z Rasheed, A Aravamudan, G Anagnostopoulos, A Gorji Sefidmazgi, ...
AGU Fall Meeting Abstracts 2020, H188-06, 2020
2020
Survival Theory Modelling for Information Diffusion
A Aravamudan
2019
Combining Global Precipitation Data and Machine Learning to Predict Flood Peaks in Ungauged Areas with Similar Climate
Z Rasheed, A Aravamudan, X Zhang, GC Anagnostopoulos, ...
Available at SSRN 4758347, 0
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