R2V-PPI: Enhancing Prediction of Protein-Protein Interactions Using Word2Vec Embeddings and Deep Neural Networks
Oviya I, N S, Raja K. R2V-PPI: Enhancing Prediction of Protein-Protein Interactions Using Word2Vec Embeddings and Deep Neural Networks. 2024, 00: 1-7. DOI: 10.1109/icaect60202.2024.10469595.Peer-Reviewed Original ResearchProtein-protein interactionsProtein sequencesPrediction of protein-protein interactionsPredicting Protein-Protein InteractionsRaw protein sequencesS. cerevisiae datasetAmino acid residuesIndividual amino acid residuesLarge-scale approachAcid residuesIndividual residuesNeighbouring residuesSequenceProteinResiduesLiving organismsDeep learning modelsDrug discoveryLearning modelsTraditional encoding methodStructural informationState-of-the-art machine learning modelsAdvanced deep learning modelsState-of-the-artDeep neural networks
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