A review of machine learning experiments in equity investment decision-making: why most published research findings do not live up to their promise in real life.
Wojtek BuczynskiFabio CuzzolinBarbara J. SahakianPublished in: Int. J. Data Sci. Anal. (2021)
Keyphrases
- decision making
- real life
- systematic review
- machine learning
- relevant literature
- literature review
- decision makers
- real option
- data mining
- machine learning methods
- empirical studies
- fuzzy logic
- pattern recognition
- real time
- decision support
- decision support system
- information processing
- natural language processing
- financial investment
- support vector machine
- feature selection
- return on investment
- supply chain
- case study
- machine learning algorithms
- computer vision
- machine learning approaches
- investment decisions
- real world
- computer science
- data analysis
- information extraction
- reinforcement learning
- semi supervised learning
- learning algorithm
- text mining
- explanation based learning
- group decision making
- portfolio management
- neural network
- decision process
- statistical methods
- application domains
- natural language
- text classification