A collection of past projects, publications, and talks.

Talks

The Assembly Palette Transfer Talk

• 🎬 Presentation slides. PPTX file
• 📹 Livestream video. YouTube recorded livestream
• 📔 Palette transfer notebook. Google Colab

The Assembly Transfer Learning Talk

• 🎬 Presentation slides. Google slides
• 📹 Livestream video. YouTube recorded livestream
• 📔 Transfer learning: machine learning notebook. Google Colab
• 📔 Transfer learning: deep model fine-tuning notebook. Google Colab

The Assembly Neural Name Generator Talk

• 🎬 Presentation slides. Google slides
• 📹 Livestream video. The Assembly Facebook page

GDG DevFest 2018 GANs Talk

• 📔 Pokemon GAN notebook. Google Colab
• 🎬 Presentation slides. Google slides
• 📰 Interview article. Article page

GDGAD Colab Talk

• 📔 Playground notebook. Google Colab
• 🎬 Presentation slides. Google slides

KCH StackSchool Talk

• 🎬 Presentation slides. Google slides

Datasets

• Atypical finger counting images (224×224 pixels). JPEG, TAR Gzipped
• IEEE 9-Bus time-domain simulations. NumPy matrices, TAR Gzipped
• Segmented Caltech UCSD Birds 200 dataset (source). Images, Zipped
• Pokemon images dataset, no Unowns. Images, TAR Gzipped
• Banknote images dataset. Images, TAR Gzipped
• The Elder Scrolls character first names organized by race and gender. Raw text, TAR Gzipped
• SMS spam/ham dataset, feature extracted (source). .csv format
• Wine quality dataset re-curated (source). .csv format
• Wine quality dataset re-curated, with red wine and white wine labels (source). .csv format
• Souq.com product images and labels (8 classes, imbalanced dataset). .npz format
• Obama speeches word2vec model and raw text (source). gensim word2vec model · Raw text, TAR Gzipped

Publications

• A Unified Online Deep Learning Prediction Model for Small Signal and Transient Stability S. K. Azman, Y. J. Isbeih, M. S. El Moursi, K. Elbassioni IEEE Transactions on Power Systems. IEEE Xplore

• Visibiome: an efficient microbiome search engine based on a scalable, distributed architecture S. K. Azman, M. Z. Anwar, A. Henschel BMC Bioinformatics. BioMedCentral · Source code

• Critical assessment of on-premise approaches to scalable genome analysis A. Al-Aamri, S. Kamarul Azman, G. Daw Elbait, H. Alsafar, A. Henschel BMC Bioinformatics. Springer Link

• Risk of hospitalization and vaccine effectiveness among COVID-19 patients in the UAE during the Delta and Omicron outbreaks M. Albreiki, M. Mousa, S. K. Azman, H. Vurivi, Z. Alhalwachi, …, H. Alsafar Frontiers in Immunology. Frontiers

• Genomic epidemiology and emergence of SARS-CoV-2 variants of concern in the United Arab Emirates H. Alsafar, M. Albreiki, M. Mousa, S. K. Azman, H. Vurivi, …, A. Henschel Nature Scientific Reports. Nature

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