Zahra Sadeghi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Object Recognition

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Zahra Sadeghi, Stan Matwin
A Review of Global Sensitivity Analysis Methods and a comparative case study on Digit Classification. CoRR (2024)
Zahra Sadeghi, Roohallah Alizadehsani, Mehmet Akif Cifci, Samina Kausar, Rizwan Rehman, Priyakshi Mahanta, Pranjal Kumar Bora, Ammar Almasri, Rami S. Alkhawaldeh, Sadiq Hussain, Bilal Alatas, Afshin Shoeibi, Hossein Moosaei, Milan Hladík, Saeid Nahavandi, Panos M. Pardalos
A review of Explainable Artificial Intelligence in healthcare. Comput. Electr. Eng. 118 (2024)
Will Taylor-Melanson, Zahra Sadeghi, Stan Matwin
Causal generative explainers using counterfactual inference: a case study on the Morpho-MNIST dataset. Pattern Anal. Appl. 27 (3) (2024)
Zahra Sadeghi, Tim J. Wright, Andrew Hooper, Sivasakthy Selvakumaran
Using Ray Tracing to Improve Bridge Monitoring With High-Resolution SAR Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Will Taylor-Melanson, Zahra Sadeghi, Stan Matwin
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset. CoRR (2024)
Martha Dais Ferreira, Zahra Sadeghi, Stan Matwin
Exploring autoregression patterns for automatic vessel type classification. J. Supercomput. 80 (7) (2024)
Noah Barrett, Zahra Sadeghi, Stan Matwin
Evolutionary Augmentation Policy Optimization for Self-Supervised Learning. Adv. Artif. Intell. Mach. Learn. 3 (2) (2023)
Noah Barrett, Zahra Sadeghi, Stan Matwin
Evolutionary Augmentation Policy Optimization for Self-supervised Learning. CoRR (2023)
Zahra Sadeghi, Stan Matwin
Anomaly detection for maritime navigation based on probability density function of error of reconstruction. J. Intell. Syst. 32 (1) (2023)
Zahra Sadeghi, Roohallah Alizadehsani, Mehmet Akif Cifci, Samina Kausar, Rizwan Rehman, Priyakshi Mahanta, Pranjal Kumar Bora, Ammar Almasri, Rami S. Alkhawaldeh, Sadiq Hussain, Bilal Alatas, Afshin Shoeibi, Hossein Moosaei, Milan Hladík, Saeid Nahavandi, Panos M. Pardalos
A Brief Review of Explainable Artificial Intelligence in Healthcare. CoRR (2023)
Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A Modularized Framework for Explaining Black Box Classifiers for Text Data. AI (2022)
Bas van Stein, Elena Raponi, Zahra Sadeghi, Niek Bouman, Roeland C. H. J. Van Ham, Thomas Bäck
A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction. IEEE Access 10 (2022)
Zahra Sadeghi, Tim J. Wright, Andrew Hooper, Sivasakthy Selvakumaran
Integration of Remote Sensing Data with Bridge Geometric and Numerical Models for Detection of Unusual Behaviours. IGARSS (2021)
Nantheera Anantrasirichai, Juliet Biggs, Krisztina Kelevitz, Zahra Sadeghi, Tim J. Wright, James Thompson, Alin M. Achim, David R. Bull
Detecting Ground Deformation in the Built Environment Using Sparse Satellite InSAR Data With a Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Zahra Sadeghi, Sayed Morteza Saghaeian Nejad, Amir Rashidi, Mahdi Shahparasti
Fast Demagnetization and Vibration Reduction in Switched Reluctance Motor Drive System. IEEE Access 9 (2021)
Gabriel Martín, Sivasakthy Selvakumaran, Andrea Marinoni, Zahra Sadeghi, Campbell R. Middleton
Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning. IGARSS (2021)
Zahra Sadeghi, Omid Boyer, Shila Sharifzadeh, Nadia Saeidi
A Robust Mathematical Model for Sustainable and Resilient Supply Chain Network Design: Preparing a Supply Chain to Deal with Disruptions. Complex. 2021 (2021)
Zahra Sadeghi
The Effect of Top-Down Attention in Occluded Object Recognition. CoRR (2020)
Nantheera Anantrasirichai, Juliet Biggs, Krisztina Kelevitz, Zahra Sadeghi, Tim J. Wright, James Thompson, Alin Achim, David R. Bull
Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data. CoRR (2020)
Zahra Sadeghi, Elaheh Homayounvala, Mostafa Borhani
HCI for Elderly, Measuring Visual Complexity of Webpages Based on Machine Learning. DICTA (2020)
Zahra Sadeghi
Visual Categorization of Objects into Animal and Plant Classes Using Global Shape Descriptors. CoRR (2019)
Zahra Sadeghi
Conceptual Content in Deep Convolutional Neural Networks: An Analysis into Multi-faceted Properties of Neurons. IJCCI (2019)
Zahra Sadeghi
An Information Analysis Approach into Feature Understanding of Convolutional Deep Neural Networks. LOD (2019)
Zahra Sadeghi
Conceptual Content in Deep Convolutional Neural Networks: An analysis into multi-faceted properties of neurons. CoRR (2018)
Zahra Sadeghi, Mohammad Javad Valadan Zoej, Andrew Hooper, Juan M. Lopez-Sanchez
A New Polarimetric Persistent Scatterer Interferometry Method Using Temporal Coherence Optimization. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Zahra Sadeghi, Mohammad Javad Valadan Zoej, Jan-Peter Muller
Monitoring Land Subsidence in a Rural Area Using a Combination of ADInSAR and Polarimetric Coherence Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Zahra Sadeghi, Alberto Testolin
Learning representation hierarchies by sharing visual features: a computational investigation of Persian character recognition with unsupervised deep learning. Cogn. Process. 18 (3) (2017)
Zahra Sadeghi, Babak Nadjar Araabi, Majid Nili Ahmadabadi
A Computational Approach towards Visual Object Recognition at Taxonomic Levels of Concepts. Comput. Intell. Neurosci. 2015 (2015)
Zahra Sadeghi, Mohammad Javad Valadan Zoej, Maryam Dehghani
An Improved Persistent Scatterer Interferometry for Subsidence Monitoring in the Tehran Basin. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Zahra Sadeghi, Mohammad Javad Valadan Zoej, Maryam Dehghani
High surface displacement monitoring with persistent scatterer interferometry. IGARSS (2012)