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Tolessa Deksissa
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Highly Imbalanced
Noise Reduction
Neural Network
Hybrid Models
Top Venues
Comput. Intell. Neurosci.
ISNN
ICACI
BigDataService
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Publications
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Nian Zhang
,
Stephanie Rouamba
,
Gavin Robinson
,
Tolessa Deksissa
Bayesian Optimized CNN-RNN Hybrid Model for Predicting Streamflow in Potomac River Basin.
ICACI
(2024)
Juan F. Ramirez Rochac
,
Nian Zhang
,
Tolessa Deksissa
,
Wagdy H. Mahmoud
Streamflow Prediction Using a Hybrid Methodology Based on Convolutional Neural Network and Long Short-Term Memory.
BigDataService
(2022)
Juan F. Ramirez Rochac
,
Nian Zhang
,
Tolessa Deksissa
,
Jiajun Xu
,
Lara A. Thompson
A Hybrid ConvLSTM Deep Neural Network for Noise Reduction and Data Augmentation for Prediction of Non-linear Dynamics of Streamflow.
ICDM (Workshops)
(2022)
Juan F. Ramirez Rochac
,
Nian Zhang
,
Lara A. Thompson
,
Tolessa Deksissa
A Robust Context-Based Deep Learning Approach for Highly Imbalanced Hyperspectral Classification.
Comput. Intell. Neurosci.
2021 (2021)
Nian Zhang
,
Xiangguang Dai
,
Md Amimul Ehsan
,
Tolessa Deksissa
Development of a Drought Prediction System Based on Long Short-Term Memory Networks (LSTM).
ISNN
(2020)