Abdelkader Baggag

Principal Researcher, Qatar Computing Research Institute, Hamad Bin Khalifa University

Joined

October 2023

Names

Abdelkader Baggag (Preferred)

Emails

****@hbku.edu.qa (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Principal Researcher

Qatar Computing Research Institute, Hamad Bin Khalifa University (hbku.edu.qa)

2014 – Present

Associate Professor

Department of Computing, Université Laval (ulaval.ca)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Yousef Saad

Present

PhD Advisor

Ahmed Sameh

Present

Coauthor

Jaideep Srivastava

Present

Coauthor

Halima Bensmail

Present

Coauthor

Mustafa Coskun

Present

Expertise

Artificial Intelligence

Present

Reinforcement Learning

Present

Graph Neural Networks

Present

Transformers

Present

Large Language Models

Present

Numerical Linear Algebra

Present

Iterative Solvers and Preconditioners

Present

Publications

Deep learning, transformers and graph neural networks: a linear algebra perspective
Abdelkader Baggag, Yousef Saad
- Numerical Algorithms
- Readers: Everyone
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings
Mostafa M. Hamza, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
- Inf. Vis. 2024
- Readers: Everyone
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values
Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail
- Bioinform. 2023
- Readers: Everyone
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data
Ala Abuthawabeh, Abdelkader Baggag, Michaël Aupetit
- EuroVis (Short Papers) 2022
- Readers: Everyone
Fast computation of Katz index for efficient processing of link prediction queries
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
- Data Min. Knowl. Discov. 2021
- Readers: Everyone
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting
Abdelkader Baggag, Sofiane Abbar, Ankit Sharma, Tahar Zanouda, Abdulaziz Al-Homaid, Abhiraj Mohan, Jaideep Srivastava
- IEEE Trans. Knowl. Data Eng. 2021
- Readers: Everyone
ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns
Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
- CoRR 2021
- Readers: Everyone
Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework
Fuyi Li, Jinxiang Chen, Zongyuan Ge, Ya Wen, Yanwei Yue, Morihiro Hayashida, Abdelkader Baggag, Halima Bensmail, Jiangning Song
- 2021 (modified: 15 Nov 2022)
- Briefings Bioinform. 2021
- Readers: Everyone
Entropy, Free Energy, and Work of Restricted Boltzmann Machines
Sangchul Oh, Abdelkader Baggag, Hyunchul Nha
- Entropy 2020
- Readers: Everyone
Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences
Zhen Chen, Pei Zhao, Fuyi Li, Yanan Wang, Alexander Ian Smith, Geoffrey I. Webb, Tatsuya Akutsu, Abdelkader Baggag, Halima Bensmail, Jiangning Song
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Briefings Bioinform. 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 43 co-authors