| 2025 | ICDM | Class-Constrained Independent Vector Analysis for Discriminative Multimodal Representation Learning. | Marlia Maia, Lucas P. Damasceno, Roberto Corizzo, Charles C. Cavalcante, Zois Boukouvalas |
| 2024 | DSAA | Coded Term Discovery for Online Hate Speech Detection. | Dhanush Kikkisetti, Raza Ul-Mustafa, Wendy Melillo, Roberto Corizzo, Zois Boukouvalas, Jeff Gill, Nathalie Japkowicz |
| 2022 | DIS | Efficient Multivariate Data Fusion for Misinformation Detection During High Impact Events. | Lucas P. Damasceno, Allison Shafer, Nathalie Japkowicz, Charles C. Cavalcante, Zois Boukouvalas |
| 2021 | DIS | A Semi-supervised Framework for Misinformation Detection. | Yueyang Liu, Zois Boukouvalas, Nathalie Japkowicz |
| 2021 | DIS | The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19. | Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tlay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas |
| 2021 | ICASSP | Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization. | Lucas P. Damasceno, Charles C. Cavalcante, Tlay Adali, Zois Boukouvalas |
| 2021 | ICASSP | ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. | Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tlay Adali |
| 2018 | ICASSP | Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis. | Qunfang Long, Chunying Jia, Zois Boukouvalas, Ben Gabrielson, Darren Emge, Tlay Adali |
| 2017 | CISS | Power spectra constrained IVA for enhanced detection of SSVEP content. | Darren Emge, Zois Boukouvalas, Yuri Levin-Schwartz, Suchita Bhinge, Qunfang Long, Tlay Adali |
| 2017 | ICASSP | Non-orthogonal constrained independent vector analysis: Application to data fusion. | Suchita Bhinge, Qunfang Long, Yuri Levin-Schwartz, Zois Boukouvalas, Vince D. Calhoun, Tlay Adali |
| 2017 | ICASSP | Enhancing ICA performance by exploiting sparsity: Application to FMRI analysis. | Zois Boukouvalas, Yuri Levin-Schwartz, Tlay Adali |
| 2016 | ICASSP | IVA for abandoned object detection: Exploiting dependence across color channels. | Suchita Bhinge, Zois Boukouvalas, Yuri Levin-Schwartz, Tlay Adali |
| 2015 | CISS | An efficient multivariate generalized Gaussian distribution estimator: Application to IVA. | Zois Boukouvalas, Gengshen Fu, Tlay Adali |
| 2015 | ICASSP | Density estimation by entropy maximization with kernels. | Gengshen Fu, Zois Boukouvalas, Tlay Adali |