Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges.
Zahraa Al SahiliIoannis PatrasMatthew PurverPublished in: CoRR (2024)
Keyphrases
- machine learning
- learning algorithm
- data sets
- data analysis
- data structure
- data mining techniques
- high quality
- learning models
- statistical methods
- training data
- data quality
- noisy data
- raw data
- data mining algorithms
- synthetic data
- data collection
- data reduction
- incomplete data
- missing data
- computationally efficient
- decision trees
- data processing
- database
- optimization problems
- knowledge discovery
- machine learning methods
- mental health
- multimedia
- computer vision
- computational complexity
- data mining
- xml documents
- significant improvement
- end users
- multimedia data
- text classification
- natural language processing
- text mining
- machine learning algorithms
- computer systems
- input data