Maha Shadaydeh

41 papers A* 1C 6Misc 1Journal 24Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. ICLR Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler
2025	J	`jnl`	CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. CoRR Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler
2025	—	`conf`	Deep Learning-Assisted Dynamic Mode Decomposition for Non-resonant Background Removal in CARS Spectroscopy. DAGM GCPR Adithya Ashok Chalain Valapil, Carl Messerschmidt, Maha Shadaydeh, Michael Schmitt, Jürgen Popp, Joachim Denzler
2025	J	`jnl`	Gradient Extrapolation for Debiased Representation Learning. CoRR Ihab Asaad, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Group Interventions on Deep Networks for Causal Discovery in Subsystems. CoRR Wasim Ahmad, Joachim Denzler, Maha Shadaydeh
2025	J	`jnl`	Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images. CoRR Ihab Asaad, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. Int. J. Comput. Vis. Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Towards unobtrusive sleep stage classification in preterm infants using machine learning. Biomed. Signal Process. Control. Nathalie Demme, Maha Shadaydeh, Laura Schieder, Claus Doerfel, Stella Jähkel, Knut Holthoff, Hans Proquitté, Joachim Denzler, Jürgen Graf
2024	C	`conf`	Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. IGARSS Gideon Stein, Jonas Ziemer, Carolin Wicker, Jannik Jänichen, Gabriele Demisch, Daniel Klöpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clémence Dubois
2024	J	`jnl`	Deep Learning-based Group Causal Inference in Multivariate Time-series. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2024	J	`jnl`	Embracing the black box: Heading towards foundation models for causal discovery from time series data. CoRR Gideon Stein, Maha Shadaydeh, Joachim Denzler
2023	—	`conf`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification. DAGM Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2023	J	`jnl`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. CoRR Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2022	J	`jnl`	A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech. Sensors Cem Dogdu, Thomas Kessler, Dana Schneider, Maha Shadaydeh, Stefan R. Schweinberger
2022	J	`jnl`	Causal Discovery using Model Invariance through Knockoff Interventions. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2022	—	`conf`	Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach. CinC Sven Festag, Gideon Stein, Tim Büchner, Maha Shadaydeh, Joachim Denzler, Cord Spreckelsen
2022	J	`jnl`	Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding. CoRR Violeta Teodora Trifunov, Maha Shadaydeh, Joachim Denzler
2021	J	`jnl`	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	J	`jnl`	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, Joachim Denzler
2021	C	`conf`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	J	`jnl`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	C	`conf`	Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. ICMLA Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2021	J	`jnl`	Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2021	J	`jnl`	Counterfactual Generation with Knockoffs. CoRR Oana-Iuliana Popescu, Maha Shadaydeh, Joachim Denzler
2020	J	`jnl`	Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. CoRR Maha Shadaydeh, Lea Müller, Dana Schneider, Martin Thümmel, Thomas Kessler, Joachim Denzler
2019	—	`conf`	Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. VISIGRAPP (5: VISAPP) Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
2019	J	`jnl`	Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework. Biomed. Signal Process. Control. Furrukh Sana, Tarig Ballal, Maha Shadaydeh, Ibrahim Hoteit, Tareq Y. Al-Naffouri
2019	—	`conf`	Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. GCPR Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein, Joachim Denzler
2019	C	`conf`	Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. IGARSS Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler
2019	—	`conf`	Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. GCPR Maha Shadaydeh, Joachim Denzler, Yanira Guanche Garcia, Miguel D. Mahecha
2018	J	`jnl`	Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. CoRR Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
2017	Misc	`conf`	Image denoising via collaborative support-agnostic recovery. ICASSP Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
2016	J	`jnl`	Image Denoising Via Collaborative Support-Agnostic Recovery. CoRR Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
2014	J	`jnl`	Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model. IEEE Geosci. Remote. Sens. Lett. Tamás Szirányi, Maha Shadaydeh
2013	C	`conf`	Improved segmentation of a series of remote sensing images by using a fusion MRF model. CBMI Tamás Szirányi, Maha Shadaydeh
2008	—	`conf`	Extraction of fetal ECG using adaptive Volterra filters. EUSIPCO Maha Shadaydeh, Yegui Xiao, Rabab Kreidieh Ward
2008	—	`conf`	Iterative blind data detection in constant modulus OFDM systems. EUSIPCO Ahmed Abdul Quadeer, Tareq Y. Al-Naffouri, Maha Shadaydeh
2008	C	`conf`	New narrowband active noise control systems with significantly less computational requirements. ISCAS Yegui Xiao, Maha Shadaydeh, Rabab Kreidieh Ward
2003	—	`conf`	Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion. ISCAS (4) Maha Shadaydeh, Masayuki Kawamata
1999	J	`jnl`	Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters. Multidimens. Syst. Signal Process. Maha Shadaydeh, Masayuki Kawamata
1997	J	`jnl`	Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm. Signal Process. Maha Shadaydeh, Yegui Xiao, Yoshiaki Tadokoro