Maha Shadaydeh

Orcid: 0000-0001-6455-2400

According to our database1, Maha Shadaydeh authored at least 28 papers between 1997 and 2024.

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Bibliography

2024
Embracing the black box: Heading towards foundation models for causal discovery from time series data.
CoRR, 2024

Deep Learning-based Group Causal Inference in Multivariate Time-series.
CoRR, 2024

Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling.
Proceedings of the IGARSS 2024, 2024

2023
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022
A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech.
Sensors, 2022

Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding.
CoRR, 2022

Causal Discovery using Model Invariance through Knockoff Interventions.
CoRR, 2022

Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach.
Proceedings of the Computing in Cardiology, 2022

2021
Counterfactual Generation with Knockoffs.
CoRR, 2021

A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model.
IEEE Access, 2021

Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study.
IEEE Access, 2021

Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study.
CoRR, 2020

2019
Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework.
Biomed. Signal Process. Control., 2019

Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection.
Proceedings of the Pattern Recognition, 2019

Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems.
Proceedings of the Pattern Recognition, 2019

2017
Image denoising via collaborative support-agnostic recovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2014
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Improved segmentation of a series of remote sensing images by using a fusion MRF model.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2008
New narrowband active noise control systems with significantly less computational requirements.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Extraction of fetal ECG using adaptive Volterra filters.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Iterative blind data detection in constant modulus OFDM systems.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2003
Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

1999
Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters.
Multidimens. Syst. Signal Process., 1999

1997
Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm.
Signal Process., 1997


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