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International Conference on Software Testing, Machine Learning and Complex Process Analysis (TMPA-2019) took place in Tbilisi, Georgia on 7-9 November 2019. The conference focuses on application of modern methods of data science to the analysis of software quality. The organizer of this year’s TMPA event is Ivane Javakhishvili Tbilisi State University, see

The conference program included plenary lectures, contributed talks selected by the Program Committee, and poster session with presentations of on-going projects, new ideas or tools.

Participation in TMPA-2019 is free. The official language of the event is English.

Conference Topics

The challenges of software efficiency and correctness are key for the majority of knowledge-intensive industries in modern economy, including IT, financial sector, transportation, medicine, high-tech industries, and many others. The development of new instruments and methods of complex process analysis as well as the modification of the existing ones is one of the necessary prerequisites to introduce innovation.

The purpose of the conference is promoting cutting edge innovations in software testing, modeling and analysis.

The program included, but was not limited to, the following topics:

  • AI and Machine Learning in Software Testing
  • Data-driven Software Testing
  • High-load and High-availability Systems
  • Process Mining
  • Static Program Analysis and Verification
  • System Log Analysis
  • Testing and Analysis of Parallel and Distributed Systems
  • Tools for Software Analysis, Testing and Verification
  • Visualization of Complex Data