A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction.
Alessio CeroniPaolo FrasconiAndrea PasseriniAlessandro VulloPublished in: AI*IA (2003)
Keyphrases
- recurrent neural networks
- protein secondary structure prediction
- support vector
- learning machines
- protein secondary structure
- large margin classifiers
- neural network
- echo state networks
- complex valued
- feed forward
- recurrent networks
- artificial neural networks
- feedforward neural networks
- machine learning
- reservoir computing
- neural model
- cross validation
- kernel function
- cascade correlation
- kernel methods
- tertiary structure
- feature selection
- data mining
- support vector machine svm
- support vector machine
- expert systems
- chaotic time series