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DeePSLiM: A Deep Learning Approach to Identify Predictive Short-linear Motifs for Protein Sequence Classification.
Alexandru Filip
Seyedeh Shaghayegh Sadeghi
Alioune Ngom
Luis Rueda
Published in:
CIBCB (2022)
Keyphrases
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deep learning
sequence classification
sequence data
hidden markov models
unsupervised learning
machine learning
sequence alignment
markov models
protein sequences
discriminative learning
protein structure
mental models
binding sites
biological sequences
conditional random fields
semi supervised
weakly supervised