Published February 17, 2026 | Version v1

Chapter 8: Sequential Pattern Mining — Temporal Discoveries

  • 1. Odessa National Polytechnic University
  • 2. Capgemini Engineering; Odessa National Polytechnic University

Description

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.

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