Frederick Mubang

According to our database, Frederick Mubang authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Modeling information diffusion in social media: data-driven observations.

Adriana Iamnitchi, Lawrence O. Hall, Sameera Horawalavithana, Frederick Mubang, Kin Wai Ng, John Skvoretz

Frontiers Big Data, 2024

2023

Experimental evaluation of baselines for forecasting social media timeseries.

Kin Wai Ng, Frederick Mubang, Lawrence O. Hall, John Skvoretz, Adriana Iamnitchi

EPJ Data Sci., December, 2023

VAM: An End-to-End Simulator for Time Series Regression and Temporal Link Prediction in Social Media Networks.

Frederick Mubang, Lawrence O. Hall

IEEE Trans. Comput. Soc. Syst., August, 2023

Using SMOTE-based Data Augmentation for Social Media Time Series Prediction.

Frederick Mubang, Lawrence O. Hall

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation.

Frederick Mubang

PhD thesis, 2022

Simulating User-Level Twitter Activity with XGBoost and Probabilistic Hybrid Models.

Frederick Mubang, Lawrence O. Hall

CoRR, 2022

Simulating New and Old Twitter User Activity with XGBoost and Probabilistic Hybrid Models.

Frederick Mubang, Lawrence O. Hall

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020

Simulating Temporal User Activity on Social Networks with Sequence to Sequence Neural Models.

Renhao Liu, Frederick Mubang, Lawrence O. Hall

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

Predicting Longitudinal User Activity at Fine Time Granularity in Online Collaborative Platforms.

Renhao Liu, Frederick Mubang, Lawrence O. Hall, Sameera Horawalavithana, Adriana Iamnitchi, John Skvoretz

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019