| 2026 | WACV | ExDDV: A New Dataset for Explainable Deepfake Detection in Video. | Vlad Hondru, Eduard Hogea, Darian M. Onchis, Radu Tudor Ionescu |
| 2025 | ACIIDS | ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders. | Emanuel Covaci, Flavia Costi, Darian M. Onchis |
| 2025 | SYNASC | Age-Related Differences and Machine Learning-Based Insights in Patients with Non-Functioning Adrenal Adenomas. | Ana-Silvia Corlan, Flavia Costi, Emanuel Covaci, Darian M. Onchis |
| 2025 | SYNASC | Topology Meets Attribution: A Novel Explainability Approach for Transparent Medical Decision Support. | Fabian Galis, Darian M. Onchis |
| 2024 | SYNASC | On Applying GraphLime for Trustworthy Diabet Prediction. | Flavia Costi, Darian M. Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea |
| 2023 | CAIP | Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement. | Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma |
| 2023 | SYNASC | Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data. | Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis |
| 2022 | ISAIM | Parallel Setup for computing the Homological Region Adjacency Tree of a 3D binary image. | Pablo Snchez-Cuevas, Fernando Daz-del-Ro, Pedro Real, Helena Molina-Abril, Darian M. Onchis, Sergio Blanco-Trejo |
| 2022 | WACV | Dataset Knowledge Transfer for Class-Incremental Learning without Memory. | Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis |
| 2022 | SYNASC | Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts. | Darian M. Onchis, Codruta Istin, Eduard Hogea |
| 2021 | SYNASC | Double distillation for class incremental learning. | Darian M. Onchis, Ioan-Valentin Samuila |
| 2020 | SYNASC | Should I trust a deep learning condition monitoring prediction? | Darian M. Onchis |
| 2019 | CAIP | Refined Deep Learning for Digital Objects Recognition via Betti Invariants. | Darian M. Onchis, Codruta Istin, Pedro Real |
| 2018 | SYNASC | Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces. | Darian M. Onchis, Simone Zappal |
| 2017 | CAIP | Space-Variant Gabor Decomposition for Filtering 3D Medical Images. | Darian M. Onchis, Codruta Istin, Pedro Real |
| 2017 | CAIP | Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time. | Fernando Daz-del-Ro, Pedro Real, Darian M. Onchis |
| 2017 | IWCIA | Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects. | Pedro Real, Fernando Daz-del-Ro, Darian M. Onchis |
| 2017 | SYNASC | Detecting Proteine Coding Regions Using a Customized Multi-scales Splines Construction. | Darian M. Onchis |
| 2017 | SYNASC | Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces. | Darian M. Onchis, Simone Zappal |
| 2016 | SYNASC | Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions. | Darian M. Onchis, Simone Zappal |
| 2015 | PSIVT | A Parallel Implementation for Computing the Region-Adjacency-Tree of a Segmentation of a 2D Digital Image. | Fernando Daz-del-Ro, Pedro Real, Darian M. Onchis |
| 2014 | SYNASC | Multi-phase Identification in Microstructures Images Using a GPU Accelerated Fuzzy C-Means Segmentation. | Darian M. Onchis, Doina Frunzaverde, Mihail Gaianu, Relu Ciubotariu |
| 2014 | SYNASC | Enhancing Dental Radiographic Images in Spline-Type Spaces. | Darian M. Onchis, Smaranda Laura Gotia |
| 2005 | SYNASC | Multiple 1D Data Parallel Wavelet Transform. | Darian M. Onchis, Constantin Marta |