Davood Zabihzadeh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Metric Learning

Differential Evolution Algorithm

Top Venues

Multim. Tools Appl.

Int. J. Pattern Recognit. Artif. Intell.

Publications

Davood Zabihzadeh, Mina Masoudifar
ZS-DML: Zero-Shot Deep Metric Learning approach for plant leaf disease classification. Multim. Tools Appl. 83 (18) (2024)
Davood Zabihzadeh, Zahraa Alitbi, Seyed Jalaleddin Mousavirad
Ensemble of loss functions to improve generalizability of deep metric learning methods. Multim. Tools Appl. 83 (7) (2024)
Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh
A framework to enhance generalization of deep metric learning methods using general discriminative feature learning and class adversarial neural networks. Appl. Intell. 53 (8) (2023)
Hasan Salman, Amir Hossein Taherinia, Davood Zabihzadeh
Fast and accurate image retrieval using knowledge distillation from multiple deep pre-trained networks. Multim. Tools Appl. 82 (22) (2023)
Abdulhameed Al Obaid, Hassan Khotanlou, Muharram Mansoorizadeh, Davood Zabihzadeh
Robust Semi-Supervised Fake News Recognition by Effective Augmentations and Ensemble of Diverse Deep Learners. IEEE Access 11 (2023)
Davood Zabihzadeh, Amar Tuama, Ali Karami-Mollaee, Seyed Jalaleddin Mousavirad
Low-rank robust online distance/similarity learning based on the rescaled hinge loss. Appl. Intell. 53 (1) (2023)
Seyed Jalaleddin Mousavirad, Diego Oliva, Ripon K. Chakrabortty, Davood Zabihzadeh, Salvador Hinojosa
Population-based self-adaptive Generalised Masi Entropy for image segmentation: A novel representation. Knowl. Based Syst. 245 (2022)
Abdulhameed Al Obaid, Hassan Khotanlou, Muharram Mansoorizadeh, Davood Zabihzadeh
Multimodal Fake-News Recognition Using Ensemble of Deep Learners. Entropy 24 (9) (2022)
Seyed Jalaleddin Mousavirad, Davood Zabihzadeh, Diego Oliva, Marco A. Pérez Cisneros, Gerald Schaefer
A Grouping Differential Evolution Algorithm Boosted by Attraction and Repulsion Strategies for Masi Entropy-Based Multi-Level Image Segmentation. Entropy 24 (1) (2022)
Baida Hamdan, Davood Zabihzadeh
Large-Scale Local Online Similarity/Distance Learning Framework Based on Passive/Aggressive. Int. J. Pattern Recognit. Artif. Intell. 35 (15) (2021)
Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks. CoRR (2021)
Davood Zabihzadeh
Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods. CoRR (2021)
Ali Salim Rasheed, Davood Zabihzadeh, Sumia Abdulhussien Razooqi Al-Obaidi
Large-Scale Multi-modal Distance Metric Learning with Application to Content-Based Information Retrieval and Image Classification. Int. J. Pattern Recognit. Artif. Intell. 34 (13) (2020)
Sumia Abdulhussien Razooqi Al-Obaidi, Davood Zabihzadeh, Hamideh Hajiabadi
Robust metric learning based on the rescaled hinge loss. Int. J. Mach. Learn. Cybern. 11 (11) (2020)
Davood Zabihzadeh, Amar Tuama, Ali Karami-Mollaee
Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss. CoRR (2020)
Hamideh Hajiabadi, Vahide Babaiyan, Davood Zabihzadeh, Moein Hajiabadi
Combination of loss functions for robust breast cancer prediction. Comput. Electr. Eng. 84 (2020)
Sumia Abdulhussien Razooqi Al-Obaidi, Davood Zabihzadeh, Ali Salim Rasheed, Reza Monsefi
Robust Metric Learning based on the Rescaled Hinge Loss. CoRR (2019)
Davood Zabihzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
Sparse Bayesian approach for metric learning in latent space. Knowl. Based Syst. 178 (2019)
Davood Zabihzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
Sparse Bayesian similarity learning based on posterior distribution of data. Eng. Appl. Artif. Intell. 67 (2018)
Baida Hamdan, Davood Zabihzadeh, Reza Monsefi
Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. CoRR (2018)