List of books on pattern mining

High utility pattern mining: Theory, Applications and algorithms (2019)
https://link.springer.com/book/10.1007/978-3-030-04921-8

Spatiotemporal Frequent Pattern Mining from Evolving Region Trajectories (2018).
https://link.springer.com/book/10.1007/978-3-319-99873-2#about

Supervised Descriptive Pattern Mining (2018).
https://link.springer.com/book/10.1007/978-3-319-98140-6

Pattern Mining with Evolutionary Algorithms (2016).
https://link.springer.com/book/10.1007/978-3-319-33858-3

Frequent pattern mining (2014).
http://link.springer.com/book/10.1007%2F978-3-319-07821-2