Progress in and Opportunities for Applying Information Theory to Computational Biology and Bioinformatics.
Alon BartalKathleen M. JagodnikPublished in: Entropy (2022)
Keyphrases
- computational biology
- information theory
- information theoretic
- molecular biology
- protein sequences
- machine learning
- jensen shannon divergence
- sequence analysis
- natural language processing
- conditional entropy
- statistical learning
- string kernels
- multiple sequence alignment
- mdl principle
- relative entropy
- statistical mechanics
- statistical physics
- kullback leibler divergence
- human genome project
- biological sequences
- protein structure prediction
- biological processes
- transcription factors
- systems biology
- mutual information
- natural language
- shannon entropy
- artificial intelligence