Maha Shadaydeh

Friedrich Schiller University Jena — Germany

Engineering · Physical Sciences

11h-index413citations76works1.72yr avg
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Research Topics

Advanced Adaptive Filtering Techniques(11), Blind Source Separation Techniques(8), Speech and Audio Processing(7), Bayesian Modeling and Causal Inference(7), Remote Sensing in Agriculture(6)

Publications76 total

Impact of clinical covariates on the performance of an automatic sleep stage classification in preterm infants
Somnologie - Schlafforschung und Schlafmedizin·2026Open Access
Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images
arXiv (Cornell University)·2025Open Access
Directionality of Interpersonal Neural Influence in Functional Near‐Infrared Spectroscopy Hyperscanning: Feasibility of Information–Theoretic Causality Analysis in Motor Tasks
European Journal of Neuroscience·2025Open Access
Author response for "Directionality of Interpersonal Neural Influence in Functional Near-Infrared Spectroscopy Hyperscanning: Feasibility of Information-Theoretic Causality Analysis in Motor Tasks"
2025
Identifying Deformation Drivers in Dam Segments Using Combined X- and C-Band PS Time Series
Remote Sensing·2025· 4 citedOpen Access
Author response for "Directionality of Interpersonal Neural Influence in Functional Near-Infrared Spectroscopy Hyperscanning: Feasibility of Information-Theoretic Causality Analysis in Motor Tasks"
2025
jabbrv-ltwa-all.ldf jabbrv-ltwa-en.ldf Directionality of Interpersonal Neural Influence in functional Near-Infrared Spectroscopy Hyperscanning: Feasibility of Information-Theoretic Causality Analysis in Motor Tasks
2025
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification
International Journal of Computer Vision·2025· 1 citedOpen Access
Towards unobtrusive sleep stage classification in preterm infants using machine learning
Biomedical Signal Processing and Control·2025· 1 citedOpen Access
Enhancing the Prediction of Dam Deformations: A Novel Data-Driven Approach
Remote Sensing·2025· 4 citedOpen Access
Directionality of Interpersonal Neural Influence in fNIRS Hyperscanning: Validation of a Spectral Causality Approach in a Motor Task
2025· 1 cited
Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony
Journal of Ecology·2025· 6 citedOpen Access
Author response for "Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony"
2024
Deep‐Learning Based Causal Inference: A Feasibility Study Based on Three Years of Tectonic‐Climate Data From Moxa Geodynamic Observatory
Earth and Space Science·2024Open Access
Author response for "Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony"
2024
Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling
2024· 3 citedOpen Access
A belowground perspective on the nexus between biodiversity change, climate change, and human well‐being
Journal of Sustainable Agriculture and Environment·2024· 16 citedOpen Access
Regime Identification for Improving Causal Analysis in Non-stationary Timeseries
arXiv (Cornell University)·2024Open Access
Physics Informed Modeling of Ecosystem Respiration via Dynamic Mode Decomposition with Control Input
arXiv (Cornell University)·2024· 1 citedOpen Access
Embracing the black box: Heading towards foundation models for causal discovery from time series data
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Joachim Denzler(28), Tamás Szirányi(7), Gideon Stein(7), Dana Schneider(5), Markus Reichstein(5), Nico Eisenhauer(4), Yegui Xiao(4), Tareq Y. Al-Naffouri(4), Miguel D. Mahecha(4), Martin Thümmel(4), Alexandra Weigelt(3), Anne Ebeling(3), Tarig Ballal(3), Yanira Guanche García(3), Lea Müller(3), T. Keßler(3), Jonas Ziemer(3), Carolin Wicker(3), Jannik Jänichen(3), Katja Last(3)