Chapter 8: Sequential Pattern Mining — Temporal Discoveries
Abstract
This chapter explores sequential pattern mining techniques including GSP, SPADE, PrefixSpan, and BIDE algorithms. We examine temporal data analysis, episode mining, and real-world applications in customer behavior analysis, web clickstream mining, and biological sequence analysis.
Fields of Study & Subjects
Data Mining Algorithms and Applications
Time Series Analysis and Forecasting
Data Mining and Machine Learning Applications
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 17 February 2026
- Language
- EN
- Document type
- Preprint