Tools and Methods of Program Analysis [electronic resource] : 5th International Conference, TMPA 2019, Tbilisi, Georgia, November 7–9, 2019, Revised Selected Papers /

Partial Specifications of Libraries: Applications in Software Engineering -- Chaotic Time Series Prediction: Run for the Horizon -- Machine Learning and value generation in Software Development: a survey -- About using of Strings Similarity conception in software engineering -- Multi-Perspective Process Mining with Embedding Configurations into DB-based Event Logs -- On DB-nets and their Applications -- Pre-Processing Network Messages of Trading Systems into Event Log for Process Mining -- Time series classification based on visualization of recurrence plots -- Relation between Test Coverage and Timed Automata Model Structure -- Random Graph Model for Structural Analysis of Online Communications -- The in uence of self-organizing teams on the structure of the social graph -- Making Bounded Model Checking Interprocedural in (Static Analysis) Style -- Static Taint Analysis for JavaScript Programs -- Generation of Testing Metrics by Using Cluster Analysis of Bug Reports -- Building an Adaptive Logs Classification System An Industrial Report -- Development of Test Suite with Formally Verified FSM Coverage: A Case Study -- Generation of test-based traces for automated partial software specifications extraction.

This book constitutes the refereed proceedings of the 5th International Conference on Tools and Methods for Program Analysis, TMPA 2019, held in Tbilisi, Georgia, in November 2019. The 14 revised full papers and 2 revised short papers presented together with one keynote paper were carefully reviewed and selected from 41 submissions. The papers deal with topics such as software test automation, static program analysis, verification, dynamic methods of program analysis, testing and analysis of parallel and distributed systems, testing and analysis of high-load and high-availability systems, analysis and verification of hardware and software systems, methods of building quality software, tools for software analysis, testing and verification. .