A deep learning framework combines convolutional and bidirectional recurrent networks to improve protein function prediction from genomic sequences. By automating feature extraction and capturing long ...

Introduces exploratory data analysis, probability theory, statistical inference, and data modeling. Topics include discrete and continuous probability distributions, expectation, laws of large numbers ...

Keywords: Fragility curves. Bridges. Seismic performance. Nonlinear dynamic analysis. Parameter estimation. Highways. Expressways. Abstract: This report applies both empirical and analytical fragility ...