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ORCIDMaha Shadaydeh
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2020 – today
- 2024
[c15]Gideon Stein, Jonas Ziemer, Carolin Wicker, Jannik Jänichen, Gabriele Demisch, Daniel Klöpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clémence Dubois:
Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. IGARSS 2024: 8669-8673- [i11]Wasim Ahmad, Maha Shadaydeh, Joachim Denzler:
Deep Learning-based Group Causal Inference in Multivariate Time-series. CoRR abs/2401.08386 (2024) - [i10]Gideon Stein, Maha Shadaydeh, Joachim Denzler:
Embracing the black box: Heading towards foundation models for causal discovery from time series data. CoRR abs/2402.09305 (2024) - 2023
- [c14]Dimitri Korsch
, Maha Shadaydeh, Joachim Denzler:
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification. DAGM 2023: 409-424 - [i9]Dimitri Korsch, Maha Shadaydeh, Joachim Denzler:
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. CoRR abs/2307.14825 (2023) - 2022
- [j7]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): 7561 (2022) - [c13]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: 1-4 - [i8]Wasim Ahmad, Maha Shadaydeh, Joachim Denzler:
Causal Discovery using Model Invariance through Knockoff Interventions. CoRR abs/2207.04055 (2022) - [i7]Violeta Teodora Trifunov, Maha Shadaydeh, Joachim Denzler:
Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding. CoRR abs/2209.11497 (2022) - 2021
- [j6]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: 73780-73790 (2021) - [j5]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: 107873-107883 (2021) - [c12]Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler:
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA 2021: 166-172 - [c11]Wasim Ahmad, Maha Shadaydeh, Joachim Denzler:
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. ICMLA 2021: 449-454 - [i6]Oana-Iuliana Popescu, Maha Shadaydeh, Joachim Denzler:
Counterfactual Generation with Knockoffs. CoRR abs/2102.00951 (2021) - [i5]Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler:
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR abs/2109.06562 (2021) - [i4]Wasim Ahmad, Maha Shadaydeh, Joachim Denzler:
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. CoRR abs/2109.10817 (2021) - 2020
- [i3]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 abs/2012.08780 (2020)
2010 – 2019
- 2019
- [j4]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: 46-60 (2019) - [c10]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: 261-273 - [c9]Maha Shadaydeh, Joachim Denzler, Yanira Guanche Garcia, Miguel D. Mahecha:
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. GCPR 2019: 499-512 - [c8]Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler:
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. IGARSS 2019: 5152-5155 - [c7]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: 490-497 - 2018
- [i2]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 abs/1810.12171 (2018) - 2017
- [c6]Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri:
Image denoising via collaborative support-agnostic recovery. ICASSP 2017: 1343-1347 - 2016
- [i1]Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri:
Image Denoising Via Collaborative Support-Agnostic Recovery. CoRR abs/1609.02932 (2016) - 2014
- [j3]Tamás Szirányi, Maha Shadaydeh:
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model. IEEE Geosci. Remote. Sens. Lett. 11(9): 1544-1548 (2014) - 2013
- [c5]Tamás Szirányi, Maha Shadaydeh:
Improved segmentation of a series of remote sensing images by using a fusion MRF model. CBMI 2013: 137-142
2000 – 2009
- 2008
- [c4]Ahmed Abdul Quadeer, Tareq Y. Al-Naffouri, Maha Shadaydeh:
Iterative blind data detection in constant modulus OFDM systems. EUSIPCO 2008: 1-5 - [c3]Maha Shadaydeh, Yegui Xiao, Rabab Kreidieh Ward:
Extraction of fetal ECG using adaptive Volterra filters. EUSIPCO 2008: 1-5 - [c2]Yegui Xiao, Maha Shadaydeh, Rabab Kreidieh Ward:
New narrowband active noise control systems with significantly less computational requirements. ISCAS 2008: 41-44 - 2003
- [c1]Maha Shadaydeh, Masayuki Kawamata:
Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion. ISCAS (4) 2003: 377-380
1990 – 1999
- 1999
- [j2]Maha Shadaydeh, Masayuki Kawamata:
Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters. Multidimens. Syst. Signal Process. 10(4): 429-441 (1999) - 1997
- [j1]Maha Shadaydeh, Yegui Xiao, Yoshiaki Tadokoro:
Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm. Signal Process. 60(3): 339-347 (1997)
Coauthor Index
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