activity
20182024
most citedWasserstein Generative Adversarial Networks for Online Test Generation for Cyber Physical Systems

1 citations · 1 across the 2 of their papers we have counts for

collaborators

8 papers

cs.LG2024

Learning test generators for cyber-physical systems

Jarkko Peltomäki, Ivan Porres

Black-box runtime verification methods for cyber-physical systems can be used to discover errors in systems whose inputs and outputs are expressed as signals over time and their co…

cs.LG20221 cited

Wasserstein Generative Adversarial Networks for Online Test Generation for Cyber Physical Systems

Jarkko Peltomäki, Frankie Spencer, Ivan Porres

We propose a novel online test generation algorithm WOGAN based on Wasserstein Generative Adversarial Networks. WOGAN is a general-purpose black-box test generator applicable to an…

cs.FL2020

Avoiding abelian powers cyclically

Jarkko Peltomäki, Markus A. Whiteland

We study a new notion of cyclic avoidance of abelian powers. A finite word avoids abelian -powers cyclically if for each abelian -power of period occurring in the inf…

cs.FL2020

Standard words and solutions of the word equation

Jarkko Peltomäki, Aleksi Saarela

We consider solutions of the word equation such that the squares are minimal squares found in optimal squareful infinite words. We…

cs.FL2019

Every nonnegative real number is an abelian critical exponent

Jarkko Peltomäki, Markus A. Whiteland

The abelian critical exponent of an infinite word is defined as the maximum ratio between the exponent and the period of an abelian power occurring in . It was shown by Fici…

cs.FL2018

Automatic sequences based on Parry or Bertrand numeration systems

Adeline Massuir, Jarkko Peltomäki, Michel Rigo

We study the factor complexity and closure properties of automatic sequences based on Parry or Bertrand numeration systems. These automatic sequences can be viewed as generalizatio…