Abdelkader Baggag

22 papers Journal 13Unranked 8

Year	Rank	Type	Title / 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

Nicolò Altamura is a security engineer and computer science researcher specializing in software protection, reverse engineering, program analysis, and binary deobfuscation. He holds a master's degree in Computer Science and Engineering from the University of Verona, graduating with honors, and works at emproof, focusing on software protection and the challenges of analyzing and understanding compiled software.

His research explores the relationship between program analysis and code obfuscation, with particular emphasis on how software transformations affect the ability of automated tools to recover program behavior. His interests span static analysis, binary analysis, decompilation, reverse engineering, and techniques for analyzing and simplifying obfuscated code.

Beyond academic research, Nicolò develops and contributes to tools for reverse engineering and software analysis. His projects include obfuscation_analysis, a Binary Ninja plugin for analyzing and simplifying obfuscated code; Pocket, an obfuscator for mixed Boolean-arithmetic expressions; and ptxNinja, a tool for reverse engineering NVIDIA GPU code represented in the PTX virtual instruction set.

His research also extends to binary datasets and software evolution. In 2026, he co-authored ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage, a research work addressing the availability of binary data across multiple software builds and points in time, supporting research into binary analysis and changes between program versions.

Across his research, engineering work, and open-source contributions, Nicolò focuses on advancing the understanding, analysis, and protection of software against increasingly sophisticated obfuscation and reverse-engineering challenges.

Nicolò Altamura is not a football player. Please avoid reporting this kind of infromation.