Abdelkader Baggag

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 17

Top Topics

Computational Methods

Top Venues

Briefings Bioinform.

Publications

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) (2024)
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)
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)
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
Fast computation of Katz index for efficient processing of link prediction queries. Data Min. Knowl. Discov. 35 (4) (2021)
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 (2021)
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) (2021)
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) (2021)
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) (2020)
Sangchul Oh, Abdelkader Baggag, Hyunchul Nha
Entropy, Free Energy, and Work of Restricted Boltzmann Machines. Entropy 22 (5) (2020)
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) (2020)
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)
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk
Fast Computation of Katz Index for Efficient Processing of Link Prediction Queries. CoRR (2019)
Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Jaideep Srivastava
Resilience analytics: coverage and robustness in multi-modal transportation networks. EPJ Data Sci. 7 (1) (2018)
Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla
Deep Reinforcement Learning for Traffic Light Optimization. ICDM Workshops (2018)
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)
Abdelkader Baggag, Halima Bensmail, Jaideep Srivastava
Advanced Computation of Sparse Precision Matrices for Big Data. PAKDD (2) (2017)
Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer, Jaideep Srivastava
A Multiplex Approach to Urban Mobility. COMPLEX NETWORKS (2016)
Abdelkader Baggag, Harold Atkins, Can C. Özturan, David E. Keyes
Parallelization of an Object-Oriented Unstructured Aeroacoustics Solver. PPSC (1999)