Exploring machine learning for untargeted metabolomics using molecular fingerprints.
Christel SirocchiFederica BiancucciMatteo DonatiAlessandro BoglioloMauro MagnaniMichele MenottaSara MontagnaPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- machine learning
- mass spectrometry
- data mining
- machine learning methods
- pattern recognition
- explanation based learning
- machine learning algorithms
- information extraction
- three dimensional
- decision trees
- learning systems
- identify potential
- drug discovery
- dna computing
- machine learning approaches
- learning tasks
- supervised machine learning
- text classification
- computational intelligence
- text mining
- feature selection
- artificial intelligence
- knowledge acquisition
- natural language processing
- support vector machine
- statistical methods
- knowledge discovery
- learning problems
- computer science
- reinforcement learning
- high quality
- personal identification
- computer vision
- learning algorithm