This book constitutes the refereed proceedings of the 24th International Conference on Product-Focused Software Process Improvement, PROFES 2023, which took place in Dornbirn, Austria, in December 2023.
The 21 full technical papers, 6 industrial papers, 8 short papers and 1 poster paper were carefully reviewed and selected from 82 submissions. The book also contains one tutorial paper, 11 workshop papers and 3 doctoral symposium papers.
The contributions were organized in topical sections as follows:
Part I: Software development and project management; machine learning and data science; software analysis and tools; software testing and quality assurance; security, vulnerabilities, and human factors;
Part II: Posters; Tutorials; 2nd Workshop on Computational Intelligence and Software Engineering (CISE 2023); 2nd Workshop on Engineering Processes and Practicesfor Quantum Software (PPQS' 23); doctoral symposium.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
5
24 farbige Abbildungen, 5 s/w Abbildungen
XVI, 155 p. 29 illus., 24 illus. in color.
Dateigröße
ISBN-13
978-3-031-49269-3 (9783031492693)
DOI
10.1007/978-3-031-49269-3
Schweitzer Klassifikation
Poster.-
Metrics for Code Smells of ML Pipelines.-
Tutorial.-
Declarative Process Mining for Software Processes: the RuM toolkit and the Declare4Py Python library.-
2nd Workshop on Computational Intelligence and Software Engineering (CISE 2023).-
MaREA: Multi-class Random Forest for Automotive Intrusion Detection.-
Forecasting The Developer's Impact in Managing the Technical Debt.-
Development of a Desktop Application to Enable Doctors to Remotely Monitor Patients' Hematological Parameters.-
The significance of classical simulations in the adoption of quantum technologies for software development.-
Enhancing Bug-Fixing Time Prediction with LSTM-Based Approach.-
Enhancing Code Obfuscation Techniques: Exploring the Impact of Artificial Intelligence on Malware Detection.-
A perspective on the interplay between 5G and quantum computing for secure algorithm.- Speech Therapy supported by AI and smart assistants.- 2nd Workshop on Engineering Processes and Practices for Quantum Software (PPQS' 23).-
Integration of Classical and Quantum Services Using an Enterprise Service Bus.-
Problem decomposition to leverage quantum computing for optimization problems.-
Quantum Algorithm Cards: Streamlining the development of hybrid classical-quantum applications.-
Doctoral Symposium.-
Simulation-Based Safety Testing of Automated Driving Systems.- Utilization of Machine Learning for the detection of self-admitted vulnerabilities.- Closing the Loop: Towards a Complete Metamorphic Testing Pipeline.
