Detecting intrusion transactions in databases using data item dependencies and anomaly analysis. - Sattar Hashemi; Ying Yang 001; Davoud Zabihzadeh; Mohammad Reza Kangavari 001 (Expert Syst. J. Knowl. Eng., 2008)

Manifold learning based speaker dependent dimension reduction for robust text independent speaker verification. - Davoud Zabihzadeh; Mohammad Hossein Moattar (Int. J. Speech Technol., 2014)

Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. - Baida Hamdan; Davood Zabihzadeh; Reza Monsefi (CoRR, 2018)

Sparse Bayesian similarity learning based on posterior distribution of data. - Davood Zabihzadeh; Reza Monsefi; Hadi Sadoghi Yazdi (Eng. Appl. Artif. Intell., 2018)

Robust Metric Learning based on the Rescaled Hinge Loss. - Sumia Abdulhussien Razooqi Al-Obaidi; Davood Zabihzadeh; Ali Salim Rasheed; Reza Monsefi (CoRR, 2019)

Sparse Bayesian approach for metric learning in latent space. - Davood Zabihzadeh; Reza Monsefi; Hadi Sadoghi Yazdi (Knowl. Based Syst., 2019)

Combination of loss functions for robust breast cancer prediction. - Hamideh Hajiabadi; Vahide Babaiyan; Davood Zabihzadeh; Moein Hajiabadi (Comput. Electr. Eng., 2020)

Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss. - Davood Zabihzadeh; Amar Tuama; Ali Karami-Mollaee (CoRR, 2020)

Large-Scale Multi-modal Distance Metric Learning with Application to Content-Based Information Retrieval and Image Classification. - Ali Salim Rasheed; Davood Zabihzadeh; Sumia Abdulhussien Razooqi Al-Obaidi (Int. J. Pattern Recognit. Artif. Intell., 2020)

Robust metric learning based on the rescaled hinge loss. - Sumia Abdulhussien Razooqi Al-Obaidi; Davood Zabihzadeh; Hamideh Hajiabadi (Int. J. Mach. Learn. Cybern., 2020)

Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods. - Davood Zabihzadeh (CoRR, 2021)

Large-Scale Local Online Similarity/Distance Learning Framework Based on Passive/Aggressive. - Baida Hamdan; Davood Zabihzadeh (Int. J. Pattern Recognit. Artif. Intell., 2021)

A Grouping Differential Evolution Algorithm Boosted by Attraction and Repulsion Strategies for Masi Entropy-Based Multi-Level Image Segmentation. - Seyed Jalaleddin Mousavirad; Davood Zabihzadeh; Diego Oliva; Marco Antonio Pérez Cisneros; Gerald Schaefer (Entropy, 2022)

Multimodal Fake-News Recognition Using Ensemble of Deep Learners. - Abdulhameed Al Obaid; Hassan Khotanlou; Muharram Mansoorizadeh; Davood Zabihzadeh (Entropy, 2022)

Population-based self-adaptive Generalised Masi Entropy for image segmentation: A novel representation. - Seyed Jalaleddin Mousavirad; Diego Oliva; Ripon K. Chakrabortty; Davood Zabihzadeh; Salvador Hinojosa (Knowl. Based Syst., 2022)

Robust Semi-Supervised Fake News Recognition by Effective Augmentations and Ensemble of Diverse Deep Learners. - Abdulhameed Al Obaid; Hassan Khotanlou; Muharram Mansoorizadeh; Davood Zabihzadeh (IEEE Access, 2023)

Low-rank robust online distance/similarity learning based on the rescaled hinge loss. - Davood Zabihzadeh; Amar Tuama; Ali Karami-Mollaee; Seyed Jalaleddin Mousavirad (Appl. Intell., 2023)

A framework to enhance generalization of deep metric learning methods using general discriminative feature learning and class adversarial neural networks. - Karrar Al-Kaabi; Reza Monsefi; Davood Zabihzadeh (Appl. Intell., 2023)

Fast and accurate image retrieval using knowledge distillation from multiple deep pre-trained networks. - Hasan Salman; Amir Hossein Taherinia; Davood Zabihzadeh (Multim. Tools Appl., 2023)

Ensemble of loss functions to improve generalizability of deep metric learning methods. - Davood Zabihzadeh; Zahraa Alitbi; Seyed Jalaleddin Mousavirad (Multim. Tools Appl., 2024)

ZS-DML: Zero-Shot Deep Metric Learning approach for plant leaf disease classification. - Davood Zabihzadeh; Mina Masoudifar (Multim. Tools Appl., 2024)

A novel metaheuristic population algorithm for optimising the connection weights of neural networks. - Seyed Jalaleddin Mousavirad; Gerald Schaefer; Khosro Rezaee; Diego Oliva; Davood Zabihzadeh; Ripon K. Chakrabortty; Hamzeh Mohammadigheymasi; Mehdi Pedram (Evol. Syst., 2025)