Parsing AUC result-figures in machine learning specific scholarly documents for semantically-enriched summarization

1 code implementation • Applied Artificial Intelligence 2021 • Iqra Safder, Hafsa Batool, Raheem Sarwar, Farooq Zaman, Naif Radi Aljohani, Raheel Nawaz, Mohamed Gaber, and Saeed-Ul Hassan

Using over 12, 000 figures extracted from 1000 scholarly documents, we show that figure specialized summaries contain more enriched terms about figure semantics.

4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection

no code implementations • 26 Jun 2020 • Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Gaber

We used 50, 000 unlabelled chest X-ray images to achieve our coarse-to-fine transfer learning with an application to COVID-19 detection, as an exemplar.

General Classification Image Classification +3

​4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection

no code implementations • arXiv:2007.11450 2020 • Asmaa Abbas, Mohammed Abdelsamea, Mohamed Gaber

We used 50, 000 unlabelled chest X-ray images to achieve our coarse-to-fine transfer learning with an application to COVID-19 detection, as an exemplar.

General Classification Image Classification +3

Prune2Edge: A Multi-Phase Pruning Pipelines to Deep Ensemble Learning in IIoT

no code implementations • 9 Apr 2020 • Besher Alhalabi, Mohamed Gaber, Shadi Basurra

Driven by such a need, artificial intelligence models such as deep learning have to be deployed into IIoT systems.

Clustering Ensemble Learning