Author

Anass B. El-Yaagoubi

Observed names: Anass B El-Yaagoubi, Anass El Yaagoubi Bourakna, Anass El-Yaagoubi, Anass El‐Yaagoubi, El Yaagoubi Bourakna, Anass, El-Yaagoubi, Anass, El-Yaagoubi, Anass B, El-Yaagoubi, Anass B.

Institutions: Pohang University of Science and Technology, King Abdullah University of Science and Technology

Observed institutions: Pohang University of Science and Technology, King Abdullah University of Science and Technology

ORCID: 0000-0002-8886-0587

Observed ORCID: 0000-0002-8886-0587

OpenAlex ID: A5092172043

Topological Data Analysis for Multivariate Time Series Data

2023 · Anass B. El-Yaagoubi, Moo K. Chung, et al. · Entropy · 45

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Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals

2024 · Anass B. El-Yaagoubi, Moo K. Chung, et al. · Frontiers in Neuroinformatics · 8

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Statistical inference for dependence networks in topological data analysis

2023 · Anass B. El-Yaagoubi, Moo K. Chung, et al. · Frontiers in Artificial Intelligence · 4

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Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity

2024 · Anass B. El-Yaagoubi, Moo K. Chung, et al. · Lecture notes in computer science · 3

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Spectral Topological Data Analysis of Brain Signals

2023 · El-Yaagoubi, Anass, Jiao, Shuhao, et al. · arXiv (Cornell University) · 3

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Smooth online parameter estimation for time varying VAR models with application to rat local field potential activity data

2023 · Anass El Yaagoubi Bourakna, Marco Pinto, et al. · Statistics and Its Interface · 3

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A Robust Topological Framework for Detecting Regime Changes in Multi‐Trial Experiments With Application to Predictive Maintenance

2025 · Anass El‐Yaagoubi, Jean‐Marc Freyermuth, et al. · Journal of Time Series Analysis · 2

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Methods for Brain Connectivity Analysis with Applications to Rat Local Field Potential Recordings

2025 · Anass B. El-Yaagoubi, Sipan Aslan, et al. · Entropy · 1

Topological Data Analysis for Directed Dependence Networks of Multivariate Time Series Data

2023 · El-Yaagoubi, Anass B., Ombao, Hernando · arXiv (Cornell University) · 1

Topological Effective Connectivity Modeling in Brain Networks

2026 · El-Yaagoubi, Anass, Chung, Moo K., et al. · arXiv (Cornell University)

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Vector Space of Cycles

2026 · Chung, Moo K., El-Yaagoubi, Anass B., et al. · arXiv (Cornell University)

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A Fractal-Dimension Framework for Quantifying Self-Similarity in Chromatin Folding

2026 · Anass El-Yaagoubi, Ali Balubaid, et al. · bioRxiv (Cold Spring Harbor Laboratory)

Causality as a Minimum Energy Principle

2026 · Chung, Moo K., Anand, D. Vijay, et al. · arXiv (Cornell University)

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Hodge Decomposition of Functional Human Brain Networks.

2025 · D Vijay Anand, Anass B El-Yaagoubi, et al. · PubMed

Works count: 15

Citation count: 70

H-index: 3

I10-index: 1