AGDES: Automatic Generation of Dependent Event Sequences
Provides a tool for generating synthetic event sequences with controllable dependencies, useful for testing and benchmarking sequence analysis methods.
AGDES generates dependent event sequences using deterministic finite automata (DFA) and transducers, enabling controlled creation of sequences with specified dependencies. The tool supports both independent generation and transformation of input sequences into output sequences.
This note presents AGDES, a tool for Automatic Generation of Dependent Event Sequences. Each event sequence is either generated as the output word of a deterministic finite automaton (DFA), or produced as the output word of a DFA called transducer that reads events from one or more input sequences, and produces an output sequence.