| AutoPPI: An Ensemble of Deep Autoencoders for Protein–Protein Interaction Prediction G Czibula, AI Albu, MI Bocicor, C Chira Entropy 23 (6), 643, 2021 | 15 | 2021 |
| MM-StackEns: A new deep multimodal stacked generalization approach for protein–protein interaction prediction AI Albu, MI Bocicor, G Czibula Computers in Biology and Medicine 153, 106526, 2023 | 9 | 2023 |
| NeXtNow: A Convolutional Deep Learning Model for the Prediction of Weather Radar Data for Nowcasting Purposes AI Albu, G Czibula, A Mihai, IG Czibula, S Burcea, A Mezghani Remote Sensing 14 (16), 3890, 2022 | 9 | 2022 |
| AutoNowP: An Approach Using Deep Autoencoders for Precipitation Nowcasting Based on Weather Radar Reflectivity Prediction G Czibula, A Mihai, AI Albu, IG Czibula, S Burcea, A Mezghani Mathematics 9 (14), 1653, 2021 | 6 | 2021 |
| An approach for predicting protein-protein interactions using supervised autoencoders AI Albu Procedia Computer Science 207, 2023-2032, 2022 | 4 | 2022 |
| Towards learning transferable embeddings for protein conformations using variational autoencoders AI Albu Procedia Computer Science 192, 10-19, 2021 | 3 | 2021 |
| Tumor detection in brain mris by computing dissimilarities in the latent space of a variational autoencoder A Albu, A Enescu, L Malagò Proceedings of the Northern Lights Deep Learning Workshop 1, 6-6, 2020 | 3 | 2020 |
| Analysing protein dynamics using machine learning based generative models AI Albu, G Czibula 2020 IEEE 14th International Symposium on Applied Computational Intelligence …, 2020 | 2 | 2020 |
| Temporal Ensembling-based Deep k-Nearest Neighbours for Learning with Noisy Labels AI Albu European Symposium on Artificial Neural Networks, Computational Intelligence …, 2023 | | 2023 |
| Improving radar echo extrapolation models using autoencoder-based perceptual losses A Alexandra-Ioana Procedia Computer Science 225, 1611-1620, 2023 | | 2023 |
| Improved Slice-wise Tumour Detection in Brain MRIs by Computing Dissimilarities between Latent Representations AI Albu, A Enescu, L Malagò arXiv preprint arXiv:2007.12528, 2020 | | 2020 |
| Detection of Tumours in Brain MRIs with Variational AutoEncoders AI Albu, A Enescu, L Malagò ECML PKDD 2020 Workshop Machine Learning for Pharma and Healthcare Applications, 2020 | | 2020 |
Gabriela Czibula (Șerban)Professor of Computer Science, Babeș-Bolyai UniversityDirección de correo verificada de ubbcluj.ro
