| 2022 | AI | Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. | Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley |
| 2021 | ACML | Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. | Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley |
| 2020 | AI | Anomaly Detection and Prototype Selection Using Polyhedron Curvature. | Benyamin Ghojogh, Fakhri Karray, Mark Crowley |
| 2020 | IJCNN | Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. | Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley |
| 2020 | ICPR | Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. | Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh |
| 2020 | ISVC | Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. | Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh |
| 2020 | SMC | Isolation Mondrian Forest for Batch and Online Anomaly Detection. | Haoran Ma, Benyamin Ghojogh, Maria N. Samad, Dongyu Zheng, Mark Crowley |
| 2019 | AAAI | Artificial Counselor System for Stock Investment. | Hadi NekoeiQachkanloo, Benyamin Ghojogh, Ali Saheb Pasand, Mark Crowley |
| 2019 | AI | Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning. | Benyamin Ghojogh, Mark Crowley |
| 2019 | AI | Principal Sample Analysis for Data Ranking. | Benyamin Ghojogh |
| 2018 | AI | Decision Assist for Self-driving Cars. | Sriram Ganapathi Subramanian, Jaspreet Singh Sambee, Benyamin Ghojogh, Mark Crowley |