Forecasting the Risk of the Resource Demand for Dairy Farms Basing on Machine Learning.
Anatoliy TryhubaVitaliy BoyarchukInna TryhubaOksana FtomaRoman PadyukaMykola RudynetsPublished in: MoMLeT+DS (2020)
Keyphrases
- machine learning
- investment decisions
- demand forecasting
- early warning
- computer science
- resource requirements
- learning algorithm
- support vector regression
- artificial intelligence
- feature selection
- risk assessment
- learning tasks
- learning systems
- risk measures
- data mining
- high risk
- machine learning approaches
- resource allocation
- short term
- machine learning algorithms
- knowledge representation
- support vector machine
- risk factors
- optimal capacity
- decision trees
- electricity markets
- resource constraints
- explanation based learning
- inductive learning
- inductive logic programming
- machine learning methods
- natural language processing
- text mining
- prediction model
- text classification
- decision making
- computational intelligence
- allocation scheme
- data analysis
- information extraction
- artificial neural networks
- portfolio optimization
- long term
- knowledge acquisition
- budget constraints
- supervised learning
- neural network
- weather forecasting
- risk management