Maha Shadaydeh
Friedrich-Schiller-Universität Jena
H-index: 10
Europe-Germany
Top articles of Maha Shadaydeh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Embracing the black box: Heading towards foundation models for causal discovery from time series data | arXiv preprint arXiv:2402.09305 | Gideon Stein Maha Shadaydeh Joachim Denzler | 2024/2/14 |
Deep Learning-based Group Causal Inference in Multivariate Time-series | arXiv preprint arXiv:2401.08386 | Wasim Ahmad Maha Shadaydeh Joachim Denzler | 2024/1/16 |
Enhanced stability of grassland soil temperature by plant diversity | Nature Geoscience | Yuanyuan Huang Gideon Stein Olaf Kolle Karl Kübler Ernst-Detlef Schulze | 2024/1 |
Physics Informed Modeling of Ecosystem Respiration via Dynamic Mode Decomposition with Control Input | arXiv preprint arXiv:2402.17625 | Maha Shadaydeh Joachim Denzler Mirco Migliavacca | 2024/2/27 |
Simplified Concrete Dropout--Improving the Generation of Attribution Masks for Fine-grained Classification | Dimitri Korsch Maha Shadaydeh Joachim Denzler | 2023/9/19 | |
Partitioning of net ecosystem exchange using dynamic mode decomposition and time delay embedding | Engineering Proceedings | Maha Shadaydeh Joachim Denzler Mirco Migliavacca | 2022/6/21 |
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions | arXiv preprint arXiv:2209.11497 | Violeta Teodora Trifunov Maha Shadaydeh Joachim Denzler | 2022/9/23 |
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach | Sven Festag Gideon Stein Tim Büchner Maha Shadaydeh Joachim Denzler | 2022/9/4 | |
KI4KI: Neues Projekt zur regelmäßigen Überwachung von Stauanlagen aus dem All | Clemence Dubois Jannik Jänichen Maha Shadaydeh Gideon Stein Alexandra Katz | 2022 | |
A comparison of machine learning algorithms and feature sets for automatic vocal emotion recognition in speech | Sensors | Cem Doğdu Thomas Kessler Dana Schneider Maha Shadaydeh Stefan R Schweinberger | 2022/10/6 |
Causal discovery using model invariance through knockoff interventions | arXiv preprint arXiv:2207.04055 | Wasim Ahmad Maha Shadaydeh Joachim Denzler | 2022/7/8 |
Anomaly attribution of multivariate time series using counterfactual reasoning | Violeta Teodora Trifunov Maha Shadaydeh Björn Barz Joachim Denzler | 2021/12/13 | |
A data-driven approach to partitioning net ecosystem exchange using a deep state space model | IEEE Access | Violeta Teodora Trifunov Maha Shadaydeh Jakob Runge Markus Reichstein Joachim Denzler | 2021/7/28 |
Analyzing the direction of emotional influence in nonverbal dyadic communication: A facial-expression study | IEEE Access | Maha Shadaydeh Lea Müller Dana Schneider Martin Thümmel Thomas Kessler | 2021/5/7 |
Counterfactual Generation with Knockoffs | arXiv preprint arXiv:2102.00951 | Oana-Iuliana Popescu Maha Shadaydeh Joachim Denzler | 2021/2/1 |
Causal inference in non-linear time-series using deep networks and knockoff counterfactuals | Wasim Ahmad Maha Shadaydeh Joachim Denzler | 2021/12/13 | |
Understanding changes in environmental time series with time-frequency causality analysis | Maha Shadaydeh Yanira Guanche García Miguel Mahecha Joachim Denzler | 2020/3/9 | |
A virtual “Werkstatt” for digitization in the sciences | Research Ideas and Outcomes | Sheeba Samuel Maha Shadaydeh Sebastian Böcker Bernd Brügmann Solveig Franziska Bucher | 2020/5/11 |
Co-Authors
