Maha Shadaydeh

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 24

Top Topics

Multivariate Time Series

Granger Causality

Top Venues

Publications

Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
Deep Learning-based Group Causal Inference in Multivariate Time-series. CoRR (2024)
Gideon Stein, Maha Shadaydeh, Joachim Denzler
Embracing the black box: Heading towards foundation models for causal discovery from time series data. CoRR (2024)
Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification. DAGM (2023)
Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. CoRR (2023)
Sven Festag, Gideon Stein, Tim Büchner, Maha Shadaydeh, Joachim Denzler, Cord Spreckelsen
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach. CinC (2022)
Violeta Teodora Trifunov, Maha Shadaydeh, Joachim Denzler
Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding. CoRR (2022)
Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
Causal Discovery using Model Invariance through Knockoff Interventions. CoRR (2022)
Cem Dogdu, Thomas Kessler, Dana Schneider, Maha Shadaydeh, Stefan R. Schweinberger
A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech. Sensors 22 (19) (2022)
Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA (2021)
Maha Shadaydeh, Lea Müller, Dana Schneider, Martin Thümmel, Thomas Kessler, Joachim Denzler
Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. IEEE Access 9 (2021)
Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. ICMLA (2021)
Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. CoRR (2021)
Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Markus Reichstein, Joachim Denzler
A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model. IEEE Access 9 (2021)
Oana-Iuliana Popescu, Maha Shadaydeh, Joachim Denzler
Counterfactual Generation with Knockoffs. CoRR (2021)
Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR (2021)
Maha Shadaydeh, Lea Müller, Dana Schneider, Martin Thümmel, Thomas Kessler, Joachim Denzler
Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. CoRR (2020)
Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. IGARSS (2019)
Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein, Joachim Denzler
Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. GCPR (2019)
Furrukh Sana, Tarig Ballal, Maha Shadaydeh, Ibrahim Hoteit, Tareq Y. Al-Naffouri
Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework. Biomed. Signal Process. Control. 48 (2019)
Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. VISIGRAPP (5: VISAPP) (2019)
Maha Shadaydeh, Joachim Denzler, Yanira Guanche Garcia, Miguel D. Mahecha
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. GCPR (2019)
Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. CoRR (2018)
Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
Image denoising via collaborative support-agnostic recovery. ICASSP (2017)
Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
Image Denoising Via Collaborative Support-Agnostic Recovery. CoRR (2016)
Tamás Szirányi, Maha Shadaydeh
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model. IEEE Geosci. Remote. Sens. Lett. 11 (9) (2014)
Tamás Szirányi, Maha Shadaydeh
Improved segmentation of a series of remote sensing images by using a fusion MRF model. CBMI (2013)
Yegui Xiao, Maha Shadaydeh, Rabab Kreidieh Ward
New narrowband active noise control systems with significantly less computational requirements. ISCAS (2008)
Maha Shadaydeh, Yegui Xiao, Rabab Kreidieh Ward
Extraction of fetal ECG using adaptive Volterra filters. EUSIPCO (2008)
Ahmed Abdul Quadeer, Tareq Y. Al-Naffouri, Maha Shadaydeh
Iterative blind data detection in constant modulus OFDM systems. EUSIPCO (2008)
Maha Shadaydeh, Masayuki Kawamata
Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion. ISCAS (4) (2003)
Maha Shadaydeh, Masayuki Kawamata
Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters. Multidimens. Syst. Signal Process. 10 (4) (1999)
Maha Shadaydeh, Yegui Xiao, Yoshiaki Tadokoro
Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm. Signal Process. 60 (3) (1997)