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ORCIDAbdelkader Baggag
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2020 – today
- 2024
[j9]Mostafa M. Hamza, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
:
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings. Inf. Vis. 23(2): 105-122 (2024)- 2023
- [j8]Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail:
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values. Bioinform. 39(4) (2023) - [d1]Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit:
Datasets and code for ClustMe and ClustML visual quality measures of grouping patterns in monochrome scatterplots. Zenodo, 2023
- 2022
- [c7]Ala Abuthawabeh, Abdelkader Baggag, Michaël Aupetit:
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data. EuroVis (Short Papers) 2022: 43-47 - 2021
- [j7]Fuyi Li, Jinxiang Chen, Zongyuan Ge, Ya Wen, Yanwei Yue, Morihiro Hayashida, Abdelkader Baggag, Halima Bensmail, Jiangning Song:
Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework. Briefings Bioinform. 22(2): 2126-2140 (2021) - [j6]Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk:
Fast computation of Katz index for efficient processing of link prediction queries. Data Min. Knowl. Discov. 35(4): 1342-1368 (2021) - [j5]Abdelkader Baggag, Sofiane Abbar, Ankit Sharma, Tahar Zanouda, Abdulaziz Al-Homaid, Abhiraj Mohan, Jaideep Srivastava:
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting. IEEE Trans. Knowl. Data Eng. 33(6): 2573-2587 (2021) - [i2]Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit:
ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns. CoRR abs/2106.00599 (2021) - 2020
- [j4]Zhen Chen, Pei Zhao, Fuyi Li, Yanan Wang, Alexander Ian Smith, Geoffrey I. Webb, Tatsuya Akutsu, Abdelkader Baggag, Halima Bensmail, Jiangning Song:
Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences. Briefings Bioinform. 21(5): 1676-1696 (2020) - [j3]Sangchul Oh, Abdelkader Baggag, Hyunchul Nha:
Entropy, Free Energy, and Work of Restricted Boltzmann Machines. Entropy 22(5): 538 (2020) - [j2]Zhen Chen, Pei Zhao, Fuyi Li, André Leier, Tatiana T. Marquez-Lago, Geoffrey I. Webb, Abdelkader Baggag, Halima Bensmail, Jiangning Song:
PROSPECT: A web server for predicting protein histidine phosphorylation sites. J. Bioinform. Comput. Biol. 18(4): 2050018:1-2050018:17 (2020)
2010 – 2019
- 2019
- [c6]Michaël Aupetit, Michael Sedlmair, Mostafa M. Abbas, Abdelkader Baggag, Halima Bensmail:
Toward Perception-Based Evaluation of Clustering Techniques for Visual Analytics. IEEE VIS (Short Papers) 2019: 141-145 - [i1]Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk:
Fast Computation of Katz Index for Efficient Processing of Link Prediction Queries. CoRR abs/1912.06525 (2019) - 2018
- [j1]Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Jaideep Srivastava:
Resilience analytics: coverage and robustness in multi-modal transportation networks. EPJ Data Sci. 7(1): 14 (2018) - [c5]Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla:
Deep Reinforcement Learning for Traffic Light Optimization. ICDM Workshops 2018: 564-571 - 2017
- [c4]Abdelkader Baggag, Halima Bensmail, Jaideep Srivastava:
Advanced Computation of Sparse Precision Matrices for Big Data. PAKDD (2) 2017: 27-38 - [c3]Tahar Zanouda, Sofiane Abbar, Laure Berti-Équille, Kushal Shah, Abdelkader Baggag, Sanjay Chawla, Jaideep Srivastava:
On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment. SocInfo (2) 2017: 74-88 - 2016
- [c2]Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer, Jaideep Srivastava:
A Multiplex Approach to Urban Mobility. COMPLEX NETWORKS 2016: 551-563 - 2012
- [p1]Abdelkader Baggag:
A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems. High-Performance Scientific Computing 2012: 219-250
1990 – 1999
- 1999
- [c1]Abdelkader Baggag, Harold Atkins, Can C. Özturan, David E. Keyes:
Parallelization of an Object-Oriented Unstructured Aeroacoustics Solver. PP 1999
Coauthor Index
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