LCSS-Based Algorithm for Computing Multivariate Data Set Similarity: A Case Study of Real-Time WSN Data.
Rahim KhanIhsan AliSaleh M. AltowaijriMuhammad ZakaryaAtiq Ur RahmanIsmail AhmedyAnwar KhanAbdullah GaniPublished in: Sensors (2019)
Keyphrases
- data sets
- input data
- real time
- noisy data
- dimensional data
- computational complexity
- k means
- data collection
- learning algorithm
- similarity measure
- synthetic data
- database
- detection algorithm
- data reduction
- data sources
- training data
- search space
- dynamic programming
- synthetic datasets
- optimal solution
- multivariate data
- preprocessing
- expectation maximization
- np hard
- large scale data sets
- mixed data
- sample set
- data acquisition
- data analysis
- benchmark data sets
- classification trees
- data gathering
- similarity matrix
- synthetic and real world data sets
- statistical tests
- original data
- matching algorithm
- sensor data
- distance function
- simulated annealing
- sensor networks
- data points