Computational Prediction of Host-Pathogen Interactions Through Omics Data Analysis and Machine Learning.
Diogo Manuel Carvalho LeiteXavier BrochetGrégory ReschYok-Ai QueAitana NevesCarlos A. Peña-ReyesPublished in: IWBBIO (2) (2017)
Keyphrases
- machine learning
- data analysis
- prediction accuracy
- data mining
- machine learning algorithms
- feature selection
- knowledge acquisition
- predictive modeling
- prediction algorithm
- decision trees
- pattern recognition
- data sets
- supervised learning
- learning systems
- support vector machine
- knowledge discovery
- machine learning methods
- learning tasks
- learning problems
- protein interaction
- interaction patterns
- neural network
- data warehouse
- active learning
- computer vision
- reinforcement learning
- data processing
- mathematical programming
- computational chemistry
- statistics and machine learning
- protein secondary structure prediction
- real world
- artificial intelligence
- explanation based learning
- machine learning approaches
- biological data
- inductive learning
- computational models
- big data
- computer science
- expert systems
- information extraction
- rough sets