학술논문

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발행년	- (예 : 2010-2015)

MM-StackEns: A new deep multimodal stacked generalization approach for protein–protein interaction prediction

Academic Journal

Albu, A.-I.; Bocicor, M.-I.; Czibula, G.

In: Computers in Biology and Medicine. (Computers in Biology and Medicine, February 2023, 153)

Full Text (ScienceDirect 종량제) Full Text (Clinical Key) Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

NeXtNow: A Convolutional Deep Learning Model for the Prediction of Weather Radar Data for Nowcasting Purposes

Academic Journal

Albu, A.-I.; Czibula, G.; Mihai, A.; Czibula, I.G.; Burcea, S.; Mezghani, A.

In: Remote Sensing. (Remote Sensing, August 2022, 14(16))

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Autonowp: An approach using deep autoencoders for precipitation nowcasting based on weather radar reflectivity prediction

Academic Journal

Czibula, G.; Mihai, A.; Albu, A.-I.; Czibula, I.-G.; Burcea, S.; Mezghani, A.

In: Mathematics. (Mathematics, 2 July 2021, 9(14))

Full Text (ProQuest Central) Full Text (Gale Academic Onefile) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Autoppi: An ensemble of deep autoencoders for protein–protein interaction prediction

Academic Journal

Czibula, G.; Albu, A.-I.; Bocicor, M.I.; Chira, C.

In: Entropy. (Entropy, June 2021, 23(6))

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Improving radar echo extrapolation models using autoencoder-based perceptual losses

Conference

Albu, A.-I.

In: Procedia Computer Science, 27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023. (Procedia Computer Science, 2023, 225:1611-1620)

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An Approach for Predicting Protein-Protein Interactions using Supervised Autoencoders

Conference

Albu, A.-I.

In: Procedia Computer Science, Proceedings of the 26th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2022. (Procedia Computer Science, 2022, 207:2023-2032)

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Towards learning transferable embeddings for protein conformations using Variational Autoencoders

Conference

Albu, A.-I.

In: Procedia Computer Science, 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2021. (Procedia Computer Science, 2021, 192:10-19)

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Analysing protein dynamics using machine learning based generative models

Conference

Albu, A.-I.; Czibula, G.

In: SACI 2020 - IEEE 14th International Symposium on Applied Computational Intelligence and Informatics, Proceedings, SACI 2020 - IEEE 14th International Symposium on Applied Computational Intelligence and Informatics, Proceedings. (SACI 2020 - IEEE 14th International Symposium on Applied Computational Intelligence and Informatics, Proceedings, May 2020, :135-140)

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