Abdelkader Baggag

22 papers Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
ArnoldiGCL: Graph Contrastive Learning via Learnable Arnoldi-Based Guided Spectral Chebyshev Polynomial Filters.
KDD (2)
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
2025 J jnl
Deep learning, transformers and graph neural networks: a linear algebra perspective.
Numer. Algorithms
Abdelkader Baggag, Yousef Saad
2025 J jnl
How Much Wearable Data is Enough for the Utility and Trust of Augmented Artificial Intelligence Systems? A Scenario-Based Interview with Medical Professionals.
Int. J. Hum. Comput. Interact.
Yasmin Abdelaal, Michaël Aupetit, Abdelkader Baggag, Mohammed Bashir, Dena Al-Thani
2024 J jnl
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings.
Inf. Vis.
Mostafa M. Hamza, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
2023 J jnl
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values.
Bioinform.
Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail
2022 — conf
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data.
EuroVis (Short Papers)
Ala Abuthawabeh, Abdelkader Baggag, Michaël Aupetit
2021 J jnl
ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns.
CoRR
Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
2021 J jnl
Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework.
Briefings Bioinform.
Fuyi Li, Jinxiang Chen, Zongyuan Ge, Ya Wen, Yanwei Yue, Morihiro Hayashida, Abdelkader Baggag, Halima Bensmail, Jiangning Song
2021 J jnl
Fast computation of Katz index for efficient processing of link prediction queries.
Data Min. Knowl. Discov.
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
2021 J jnl
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting.
IEEE Trans. Knowl. Data Eng.
Abdelkader Baggag, Sofiane Abbar, Ankit Sharma, Tahar Zanouda, Abdulaziz Al-Homaid, Abhiraj Mohan, Jaideep Srivastava
2020 J jnl
Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences.
Briefings Bioinform.
Zhen Chen, Pei Zhao, Fuyi Li, Yanan Wang, Alexander Ian Smith, Geoffrey I. Webb, Tatsuya Akutsu, Abdelkader Baggag, Halima Bensmail, Jiangning Song
2020 J jnl
Entropy, Free Energy, and Work of Restricted Boltzmann Machines.
Entropy
Sangchul Oh, Abdelkader Baggag, Hyunchul Nha
2020 J jnl
PROSPECT: A web server for predicting protein histidine phosphorylation sites.
J. Bioinform. Comput. Biol.
Zhen Chen, Pei Zhao, Fuyi Li, André Leier, Tatiana T. Marquez-Lago, Geoffrey I. Webb, Abdelkader Baggag, Halima Bensmail, Jiangning Song
2019 J jnl
Fast Computation of Katz Index for Efficient Processing of Link Prediction Queries.
CoRR
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
2019 — conf
Toward Perception-Based Evaluation of Clustering Techniques for Visual Analytics.
IEEE VIS (Short Papers)
Michaël Aupetit, Michael Sedlmair, Mostafa M. Abbas, Abdelkader Baggag, Halima Bensmail
2018 — conf
Deep Reinforcement Learning for Traffic Light Optimization.
ICDM Workshops
Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla
2018 J jnl
Resilience analytics: coverage and robustness in multi-modal transportation networks.
EPJ Data Sci.
Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Jaideep Srivastava
2017 — conf
Advanced Computation of Sparse Precision Matrices for Big Data.
PAKDD (2)
Abdelkader Baggag, Halima Bensmail, Jaideep Srivastava
2017 — conf
On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment.
SocInfo (2)
Tahar Zanouda, Sofiane Abbar, Laure Berti-Équille, Kushal Shah, Abdelkader Baggag, Sanjay Chawla, Jaideep Srivastava
2016 — conf
A Multiplex Approach to Urban Mobility.
COMPLEX NETWORKS
Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer, Jaideep Srivastava
2012 — ch.
A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems.
High-Performance Scientific Computing
Abdelkader Baggag
1999 — conf
Parallelization of an Object-Oriented Unstructured Aeroacoustics Solver.
PP
Abdelkader Baggag, Harold Atkins, Can C. Özturan, David E. Keyes