2019

Attribution of Multivariate Extreme Events.
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Climate Informatics Workshop. 2019.
[bibtex] [pdf] [abstract]
Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality.
Lea Müller and Maha Shadaydeh and Martin Thümmel and Thomas Kessler and Dana Schneider and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2019.
[bibtex] [pdf] [abstract]
Nonlinear Causal Link Estimation under Hidden Confounding with an Application to Time-Series Anomaly Detection.
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). 2019.
[bibtex] [pdf] [abstract]
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems.
Maha Shadaydeh and Joachim Denzler and Yanira Guanche Garcia and Miguel Mahecha.
German Conference on Pattern Recognition (GCPR). 2019.
[bibtex] [pdf] [abstract]
Causal Link Estimation under Hidden Confounding in Ecological Time Series.
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
Climate Informatics Workshop. 2019.
[bibtex] [pdf] [abstract]
Registration of High Resolution SAR and Optical Satellite Imagery Using Fully Convolutional Networks.
Stefan Hoffmann and Clemens-Alexander Brust and Maha Shadaydeh and Joachim Denzler.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2019.
[bibtex] [pdf] [abstract]
Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework.
Furrukh Sana and Tarig Ballal and Maha Shadaydeh and Ibrahim Hoteit and Tareq Y. Al-Naffouri.
Biomedical Signal Processing and Control. pages 46 - 60. 2019.
[bibtex] [pdf] [web] [abstract]

2018

Analyzing the Time Variant Causality in Ecological Time Series: A Time-Frequency Approach.
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
International Conference on Ecological Informatics (ICEI). Pages 151-152. 2018.
[bibtex] [abstract]
Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model.
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Natural Hazards. pages 1-19. 2018.
[bibtex] [pdf] [web] [abstract]
Domain knowledge integration for causality analysis of carbon-cycle variables.
Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein and Joachim Denzler.
AGU Fall Meeting 2018. 2018.
[bibtex] [abstract]
BACI: Towards a Biosphere Atmosphere Change Index - Detection of extreme events in the biosphere.
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Markus Reichstein and Joachim Denzler. (2018)
[bibtex] [pdf] [web]
Causality analysis of ecological time series: a time-frequency approach.
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
Climate Informatics Workshop 2018. 2018.
[bibtex] [pdf]

2017

Image denoising via collaborative support-agnostic recovery.
Muzammil Behzad and Mudassir Masood and Tarig Ballal and Maha Shadaydeh and Tareq. Y. Al-Naffouri.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Pages 1343-1347. 2017.
[bibtex] [web] [abstract]
Wetland mapping by fusion of airborne laser scanning and multi-temporal multispectral satellite imagery.
Maha Shadaydeh and Andras Zlinszky and Andrea Manno-Kovacs and Tamas Sziranyi.
International Journal of Remote Sensing. 38 (23): pages 7422-7440. 2017.
[bibtex] [pdf] [web] [abstract]
Biosphere Anomalies Detection by Regression Models.
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Conference on Advances in Extreme Value Analysis and Application to Natural Hazards (EVAN). 2017.
[bibtex] [pdf]

2015

Change Detection in Wetlands using Multi-layer Fusion Markov Random Field.
Maha Shadaydeh and Andrea Manno-Kovacs and Tamas Sziranyi.
What can Remote Sensing do for the Conservation of Wetlands? - 1st International Symposium. 2015.
[bibtex]
An improved mutual information similarity measure for registration of multi-modal remote sensing images.
Maha Shadaydeh and Tamas Sziranyi.
Proc. SPIE Remote Sensing. pages 9643 - 9643 - 7. 2015.
[bibtex] [web] [abstract]
Multilayer Markov Random Field models for change detection in optical remote sensing images.
Csaba Benedek and Maha Shadaydeh and Zoltan Kato and Tamas Sziranyi and Josiane Zerubia.
ISPRS Journal of Photogrammetry and Remote Sensing. pages 22-37. 2015.
[bibtex] [pdf] [web] [abstract]

2014

An improved local similarity measure estimation for change detection in remote sensing images.
Maha Shadaydeh and Tamas Sziranyi.
International Conference on Aerospace Electronics and Remote Sensing Technology. Pages 234-238. 2014.
[bibtex] [web] [abstract]
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model.
Tamas Sziranyi and Maha Shadaydeh.
IEEE Geoscience and Remote Sensing Letters. 11 (9): pages 1544-1548. 2014.
[bibtex] [pdf] [web] [abstract]

2013

Improved segmentation of a series of remote sensing images by using a fusion MRF model.
Tamas Sziranyi and Maha Shadaydeh.
International Workshop on Content-Based Multimedia Indexing (CBMI). Pages 137-142. 2013.
[bibtex] [web] [abstract]

2008

Extraction of fetal ECG using adaptive Volterra filters.
Maha Shadaydeh and Yegui Xiao and Rabab K. Ward.
European Signal Processing Conference. Pages 1-5. 2008.
[bibtex] [pdf] [web] [abstract]
New narrowband active noise control systems with significantly less computational requirements.
Yegui Xiao and Maha Shadaydeh and Rabab K. Ward.
IEEE International Symposium on Circuits and Systems. Pages 41-44. 2008.
[bibtex] [web] [abstract]

2003

Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion.
Maha Shadaydeh and Masayuki Kawamata.
Proceedings of the International Symposium on Circuits and Systems (ISCAS). Pages 377-380. 2003.
[bibtex] [pdf] [web]

2002

Steady State Analysis of the P-Power Algorithm for Constrained Adaptive IIR Notch Filter.
Maha Shadaydeh and Yegui Xiao and Masayuki Kawawata.
IEEE Midwest Symposium on Circuits and Systems (MWSCAS). Pages 664-667. 2002.
[bibtex] [abstract]

1999

Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters.
Maha Shadaydeh and Masayuki Kawamata.
Multidimensional Systems and Signal Processing. 10 (4): pages 429-441. 1999.
[bibtex] [pdf] [web] [abstract]

1998

Steady State Analysis of Two-Dimensional LMS Adaptive Filters Using the Independence Assumption.
Maha Shadaydeh and Masayuki Kawamata.
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences. E82-A (3): 1998.
[bibtex] [pdf]
Convergence Analysis of 2-D Doubly-Indexed Block LMS Adaptive Filters.
Maha Shadaydeh and Masayuki Kawawata.
IEEE International Workshop on Intelligent Signal Processing and Communication Systems. 1998.
[bibtex]

1997

Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm.
Maha Shadaydeh and Yegui Xiao and Yoshiaki Tadokoro.
Signal Processing. 60 (3): pages 339-347. 1997.
[bibtex] [pdf] [web] [abstract]

1996

Overdetermined C(q,k) formula using third and fourth order cumulants.
Yegui Xiao and Maha Shadaydeh and Yoshiaki Tadokoro.
Electronics Letters. 32 (6): pages 601-603. 1996.
[bibtex] [web] [abstract]