Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm. - Maha Shadaydeh; Yegui Xiao; Yoshiaki Tadokoro (Signal Process., 1997)

Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters. - Maha Shadaydeh; Masayuki Kawamata (Multidimens. Syst. Signal Process., 1999)

Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion. - Maha Shadaydeh; Masayuki Kawamata (ISCAS (4), 2003)

Iterative blind data detection in constant modulus OFDM systems. - Ahmed Abdul Quadeer; Tareq Y. Al-Naffouri; Maha Shadaydeh (EUSIPCO, 2008)

Extraction of fetal ECG using adaptive Volterra filters. - Maha Shadaydeh; Yegui Xiao; Rabab Kreidieh Ward (EUSIPCO, 2008)

New narrowband active noise control systems with significantly less computational requirements. - Yegui Xiao; Maha Shadaydeh; Rabab Kreidieh Ward (ISCAS, 2008)

Improved segmentation of a series of remote sensing images by using a fusion MRF model. - Tamás Szirányi; Maha Shadaydeh (CBMI, 2013)

Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model. - Tamás Szirányi; Maha Shadaydeh (IEEE Geosci. Remote. Sens. Lett., 2014)

Image denoising via collaborative support-agnostic recovery. - Muzammil Behzad; Mudassir Masood; Tarig Ballal; Maha Shadaydeh; Tareq Y. Al-Naffouri (ICASSP, 2017)

Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. - Maha Shadaydeh; Joachim Denzler; Yanira Guanche Garcia; Miguel D. Mahecha (GCPR, 2019)

Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. - Violeta Teodora Trifunov; Maha Shadaydeh; Jakob Runge; Veronika Eyring; Markus Reichstein; Joachim Denzler (GCPR, 2019)

Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. - Stefan Hoffmann 007; Clemens-Alexander Brust; Maha Shadaydeh; Joachim Denzler (IGARSS, 2019)

Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. - Lea Müller; Maha Shadaydeh; Martin Thümmel; Thomas Kessler; Dana Schneider; Joachim Denzler (VISIGRAPP (5: VISAPP), 2019)

Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework. - Furrukh Sana; Tarig Ballal; Maha Shadaydeh; Ibrahim Hoteit; Tareq Y. Al-Naffouri (Biomed. Signal Process. Control., 2019)

Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. - Maha Shadaydeh; Lea Müller; Dana Schneider; Martin Thümmel; Thomas Kessler; Joachim Denzler (CoRR, 2020)

Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. - Wasim Ahmad; Maha Shadaydeh; Joachim Denzler (ICMLA, 2021)

Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. - Violeta Teodora Trifunov; Maha Shadaydeh; Björn Barz; Joachim Denzler (ICMLA, 2021)

Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. - Maha Shadaydeh; Lea Müller; Dana Schneider; Martin Thümmel; Thomas Kessler; Joachim Denzler (IEEE Access, 2021)

A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model. - Violeta Teodora Trifunov; Maha Shadaydeh; Jakob Runge; Markus Reichstein; Joachim Denzler (IEEE Access, 2021)

Counterfactual Generation with Knockoffs. - Oana-Iuliana Popescu; Maha Shadaydeh; Joachim Denzler (CoRR, 2021)

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; Cord Spreckelsen (CinC, 2022)

Causal Discovery using Model Invariance through Knockoff Interventions. - Wasim Ahmad; Maha Shadaydeh; Joachim Denzler (CoRR, 2022)

Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding. - Violeta Teodora Trifunov; Maha Shadaydeh; Joachim Denzler (CoRR, 2022)

A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech. - Cem Dogdu; Thomas Kessler; Dana Schneider; Maha Shadaydeh; Stefan R. Schweinberger (Sensors, 2022)

Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. - Gideon Stein; Jonas Ziemer; Carolin Wicker; Jannik Jänichen; Gabriele Demisch; Daniel Klöpper; Katja Last; Joachim Denzler; Christiane Schmullius; Maha Shadaydeh; Clémence Dubois (IGARSS, 2024)

Deep Learning-based Group Causal Inference in Multivariate Time-series. - Wasim Ahmad; Maha Shadaydeh; Joachim Denzler (CoRR, 2024)

Embracing the black box: Heading towards foundation models for causal discovery from time series data. - Gideon Stein; Maha Shadaydeh; Joachim Denzler (CoRR, 2024)

CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. - Gideon Stein; Maha Shadaydeh; Jan Blunk; Niklas Penzel; Joachim Denzler (ICLR, 2025)

Towards unobtrusive sleep stage classification in preterm infants using machine learning. - Nathalie Demme; Maha Shadaydeh; Laura Schieder; Claus Doerfel; Stella Jähkel; Knut Holthoff; Hans Proquitté; Joachim Denzler; Jürgen Graf 004 (Biomed. Signal Process. Control., 2025)

Gradient Extrapolation for Debiased Representation Learning. - Ihab Asaad; Maha Shadaydeh; Joachim Denzler (CoRR, 2025)

Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. - Dimitri Korsch; Maha Shadaydeh; Joachim Denzler (Int. J. Comput. Vis., 2025)