Yasser Abduallah

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Learning Models

Regulatory Networks

Restricted Boltzmann Machine

Top Venues

FLAIRS Conference

Publications

Yasser Abduallah, Khalid A. Alobaid, Jason T. L. Wang, Haimin Wang, Vania K. Jordanova, Vasyl Yurchyshyn, Huseyin Cavus, Ju Jing
Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification. CoRR (2024)
Yasser Abduallah, Vinay Ram Gazula, Jason T. L. Wang
An Interpretable Transformer Model for Operational Flare Forecasting. FLAIRS (2024)
Chunhui Xu, Jason T. L. Wang, Haimin Wang, Haodi Jiang, Qin Li, Yasser Abduallah, Yan Xu
Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using SDO/HMI Data and an Attention-Aided Convolutional Neural Network. CoRR (2024)
Khalid A. Alobaid, Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Shen Fan, Jialiang Li, Huseyin Cavus, Vasyl Yurchyshyn
Estimating Coronal Mass Ejection Mass and Kinetic Energy by Fusion of Multiple Deep-learning Models. CoRR (2023)
Haodi Jiang, Qin Li, Zhihang Hu, Nian Liu, Yasser Abduallah, Ju Jing, Genwei Zhang, Yan Xu, Wynne Hsu, Jason T. L. Wang, Haimin Wang
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data. CoRR (2022)
Yasser Abduallah, Jason T. L. Wang, Chunhui Xu, Haimin Wang
A Transformer-Based Framework for Geomagnetic Activity Prediction. ISMIS (2022)
Yasser Abduallah, Vania K. Jordanova, Hao Liu, Qin Li, Jason T. L. Wang, Haimin Wang
Predicting Solar Energetic Particles Using SDO/HMI Vector Magnetic Data Products and a Bidirectional LSTM Network. CoRR (2022)
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning. FLAIRS (2022)
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
A Deep Learning Approach to Dst Index Prediction. CoRR (2022)
Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang
Reconstruction of Total Solar Irradiance by Deep Learning. FLAIRS Conference (2021)
Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang
Deep Learning Based Reconstruction of Total Solar Irradiance. CoRR (2021)
Yasser Abduallah, Jason T. L. Wang, Yang Nie, Chang Liu, Haimin Wang
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction. CoRR (2020)
Yasser Abduallah, Jason T. L. Wang
New algorithms for inferring gene regulatory networks from time-series expression data on Apache Spark. Int. J. Big Data Intell. 6 (3/4) (2019)
Yasser Abduallah, Turki Turki, Kevin Byron, Zongxuan Du, Miguel Cervantes-Cervantes, Jason T. L. Wang
MapReduce Algorithms for Inferring Gene Regulatory Networks from Time-Series Microarray Data Using an Information-Theoretic Approach. CoRR (2017)
Yasser Abduallah, Jason T. L. Wang
A Time-Delayed Information-Theoretic Approach to the Reverse Engineering of Gene Regulatory Networks Using Apache Spark. DASC/PiCom/DataCom/CyberSciTech (2017)