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Alexandra-Ioana Albu
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Year
AutoPPI: An Ensemble of Deep Autoencoders for Protein–Protein Interaction Prediction
G Czibula, AI Albu, MI Bocicor, C Chira
Entropy 23 (6), 643, 2021
152021
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
92022
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
82023
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
72021
An approach for predicting protein-protein interactions using supervised autoencoders
AI Albu
Procedia Computer Science 207, 2023-2032, 2022
32022
Towards learning transferable embeddings for protein conformations using variational autoencoders
AI Albu
Procedia Computer Science 192, 10-19, 2021
32021
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
32020
Analysing protein dynamics using machine learning based generative models
AI Albu, G Czibula
2020 IEEE 14th International Symposium on Applied Computational Intelligence …, 2020
22020
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
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Articles 1–12