Abdelkader Baggag

According to our database, Abdelkader Baggag authored at least 21 papers between 1999 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

How Much Wearable Data is Enough for the Utility and Trust of Augmented Artificial Intelligence Systems? A Scenario-Based Interview with Medical Professionals.

Yasmin Abdelaal, Michaël Aupetit, Abdelkader Baggag, Mohammed Bashir, Dena Al-Thani

Int. J. Hum. Comput. Interact., June, 2025

ArnoldiGCL: Graph Contrastive Learning via Learnable Arnoldi-Based Guided Spectral Chebyshev Polynomial Filters.

Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

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

2023

Datasets and code for ClustMe and ClustML visual quality measures of grouping patterns in monochrome scatterplots.

Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit

Dataset, November, 2023

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., April, 2023

2022

Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data.

Ala Abuthawabeh, Abdelkader Baggag, Michaël Aupetit

Proceedings of the 24th Eurographics Conference on Visualization, 2022

2021

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

Fast computation of Katz index for efficient processing of link prediction queries.

Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk

Data Min. Knowl. Discov., 2021

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

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

Briefings Bioinform., 2021

2020

PROSPECT: A web server for predicting protein histidine phosphorylation sites.

Zhen Chen, Pei Zhao, Fuyi Li, André Leier, Tatiana T. Marquez-Lago, Geoffrey I. Webb, Abdelkader Baggag, Halima Bensmail, Jiangning Song

J. Bioinform. Comput. Biol., 2020

Entropy, Free Energy, and Work of Restricted Boltzmann Machines.

Sangchul Oh, Abdelkader Baggag, Hyunchul Nha

Entropy, 2020

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

Briefings Bioinform., 2020

2019

Toward Perception-Based Evaluation of Clustering Techniques for Visual Analytics.

Michaël Aupetit, Michael Sedlmair, Mostafa M. Abbas, Abdelkader Baggag, Halima Bensmail

Proceedings of the 30th IEEE Visualization Conference, 2019

2018

Resilience analytics: coverage and robustness in multi-modal transportation networks.

Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Jaideep Srivastava

EPJ Data Sci., 2018

Deep Reinforcement Learning for Traffic Light Optimization.

Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment.

Tahar Zanouda, Sofiane Abbar, Laure Berti-Équille, Kushal Shah, Abdelkader Baggag, Sanjay Chawla, Jaideep Srivastava

Proceedings of the Social Informatics, 2017

Advanced Computation of Sparse Precision Matrices for Big Data.

Abdelkader Baggag, Halima Bensmail, Jaideep Srivastava

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

A Multiplex Approach to Urban Mobility.

Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer, Jaideep Srivastava

Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2012

A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems.

Abdelkader Baggag

Proceedings of the High-Performance Scientific Computing - Algorithms and Applications., 2012

1999

Parallelization of an Object-Oriented Unstructured Aeroacoustics Solver.

Abdelkader Baggag, Harold Atkins, Can C. Özturan, David E. Keyes

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999