Amgad M. Mohammed

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Base Classifiers

Multiple Classifier Systems

Data Partitioning

Classifier Ensemble

Top Venues

Pattern Recognit.

Appl. Soft Comput.

Publications

Ahmed H. Madkour, Hatem M. Abdelkader, Amgad M. Mohammed
Dynamic Classification Ensembles for Handling Imbalanced Multiclass Drifted Data Streams. Inf. Sci. 670 (2024)
Amgad M. Mohammed, Enrique Onieva, Michal Wozniak
Selective ensemble of classifiers trained on selective samples. Neurocomputing 482 (2022)
Amgad M. Mohammed, Enrique Onieva, Michal Wozniak, Gonzalo Martínez-Muñoz
An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation. Pattern Recognit. 124 (2022)
Amgad M. Mohammed, Enrique Onieva, Michal Wozniak
Training set selection and swarm intelligence for enhanced integration in multiple classifier systems. Appl. Soft Comput. 95 (2020)
Amgad M. Mohammed, Enrique Onieva, Michal Wozniak
Vertical and Horizontal Data Partitioning for Classifier Ensemble Learning. CORES (2019)