An Empirical Study of the Impact of Data Splitting Decisions on the Performance of AIOps Solutions.
Yingzhe LyuHeng LiMohammed SayaghZhen Ming (Jack) JiangAhmed E. HassanPublished in: ACM Trans. Softw. Eng. Methodol. (2021)
Keyphrases
- data sets
- data collection
- synthetic data
- image data
- data analysis
- training data
- original data
- raw data
- application domains
- noisy data
- database
- statistical analysis
- multimedia data
- experimental data
- spatial data
- data quality
- sensor data
- complex data
- data mining techniques
- end users
- high dimensional
- data structure
- high quality
- database systems
- case study
- decision making
- learning algorithm
- information retrieval