| 2025 | CEC | Temporal Image Sequence Fusion with PSO-Optimised CNN Transfer Learning for Plant Temporal State Categorisation. | Seyed Jalaleddin Mousavirad, Irida Shallari, Mattias O'Nils |
| 2025 | CEC | Evaluating Color Spaces for Evolutionary Image Contrast Enhancement: An Empirical Study. | Rafael Solar-Hernndez, Sal Zapotecas Martnez, Leopoldo Altamirano Robles, Diego Oliva, Seyed Jalaleddin Mousavirad |
| 2025 | SMC | PruneClust-DE: A Novel Dual-Strategy Clustering-based Differential Evolution Algorithm for Neural Network Training. | Seyed Jalaleddin Mousavirad, Mattias O'Nils, Gerald Schaefer, Diego Oliva |
| 2025 | SMC | C2L-DE-Lite: A Lightweight Solution to Clustering Complexity in Differential Evolution for Neural Network Training | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Diego Oliva, Mattias O'Nils |
| 2024 | CEC | An Evolutionary Compact Deep Transfer Learning with CNN for Hyper-Parameter Tuning in Temporal Sorting of Plant Growth. | Seyed Jalaleddin Mousavirad, Irida Shallari, Mattias O'Nils |
| 2023 | CEC | A Novel Diversity-Aware Inertia Weight and Velocity Control for Particle Swarm Optimization. | Bernardo Morales-Castaeda, Diego Oliva, ngel Casas-Ordaz, Arturo Valdivia, Mario A. Navarro, Alfonso Ramos-Michel, Erick Rodrguez-Esparza, Seyed Jalaleddin Mousavirad |
| 2023 | CEC | Improving the Convergence of the PSO Algorithm with a Stagnation Variable and Fuzzy Logic. | Bernardo Morales-Castaeda, Diego Oliva, Mario A. Navarro, Alfonso Ramos-Michel, Arturo Valdivia, ngel Casas-Ordaz, Erick Rodrguez-Esparza, Seyed Jalaleddin Mousavirad |
| 2022 | CEC | An Improved DE Algorithm to Optimise the Learning Process of a BERT-based Plagiarism Detection Model. | Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Zahra Sobhaninia |
| 2022 | CEC | A Clustering-based Differential Evolution Boosted by a Regularisation-based Objective Function and a Local Refinement for Neural Network Training. | Seyed Jalaleddin Mousavirad, Amir H. Gandomi, Hassan Homayoun |
| 2022 | CEC | Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. | Mario A. Navarro, Alfonso Ramos-Michel, Bernardo Morales-Castaeda, Oscar Maciel-Castillo, Itzel Aranguren, Arturo Valdivia, Diego Oliva, Seyed Jalaleddin Mousavirad |
| 2021 | CEC | Differential Evolution-based Neural Network Training Incorporating a Centroid-based Strategy and Dynamic Opposition-based Learning. | Seyed Jalaleddin Mousavirad, Diego Oliva, Salvador Hinojosa, Gerald Schaefer |
| 2021 | GECCO | A population-based automatic clustering algorithm for image segmentation. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram |
| 2021 | GECCO | HCS-BBD: an effective population-based approach for multi-level thresholding. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Diego Oliva, Salvador Hinojosa |
| 2021 | ICONIP | An LSTM-Based Plagiarism Detection via Attention Mechanism and a Population-Based Approach for Pre-training Parameters with Imbalanced Classes. | Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand |
| 2021 | SMC | An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram |
| 2020 | CEC | A Novel Center-based Differential Evolution Algorithm. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | CEC | Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan, Gerald Schaefer |
| 2020 | CEC | On Improvements of the Human Mental Search Algorithm for Global Optimisation. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Leila Esmaeili, Iakov Korovin |
| 2020 | GECCO | A benchmark of recent population-based metaheuristic algorithms for multi-layer neural network training. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Seyed Mohammad Jafar Jalali, Iakov Korovin |
| 2020 | GECCO | Effective image clustering using self-organizing migrating algorithm. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin |
| 2020 | GECCO | Colour quantisation using self-organizing migrating algorithm. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin |
| 2020 | GECCO | High-dimensional multi-level image thresholding using self-organizing migrating algorithm. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin |
| 2020 | GECCO | High-dimensional multi-level maximum variance threshold selection for image segmentation: a benchmark of recent population-based metaheuristic algorithms. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Zahra Movahedi, Iakov Korovin |
| 2020 | ICONIP | Neural Network Training Using a Biogeography-Based Learning Strategy. | Seyed Jalaleddin Mousavirad, Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Gerald Schaefer, Saeid Nahavandi |
| 2020 | ICPR | An Effective Approach for Neural Network Training Based on Comprehensive Learning. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin |
| 2020 | SMC | CenPSO: A Novel Center-based Particle Swarm Optimization Algorithm for Large-scale Optimization. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | SMC | One-array Differential Evolution Algorithm with a Novel Replacement Strategy for Numerical Optimization. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | SMC | Colour Quantisation using Human Mental Search and Local Refinement. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu |
| 2020 | SMC | Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm. | Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad |
| 2019 | CEC | A Benchmark of Population-Based Metaheuristic Algorithms for High-Dimensional Multi-Level Image Thresholding. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Hossein Ebrahimpour-Komleh |
| 2019 | ISNN | An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. | Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer, Iakov Korovin |
| 2019 | SMC | A Global-Best Guided Human Mental Search Algorithm with Random Clustering Strategy. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin |