Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data.
Vishnu UnnikrishnanYash ShahMiro SchleicherCarlos Fernández-ViaderoMirela StrandzhevaDoroteya VelikovaPlamen DimitrovRüdiger PryssJohannes SchobelWinfried SchleeMyra SpiliopoulouPublished in: CBMS (2021)
Keyphrases
- data sets
- knowledge discovery
- raw data
- historical data
- data processing
- image data
- error rate
- data collection
- database
- heterogeneous sources
- original data
- data analysis
- data distribution
- data structure
- high quality
- spatial data
- training data
- computer systems
- data mining
- machine learning
- network structure
- main contribution
- relational databases
- input data
- small number
- association rules
- end users
- long term
- prior knowledge