04545nam a22006255i 4500 978-3-031-50423-5 DE-He213 20251030110908.0 cr nn 008mamaa 240102s2024 sz | s |||| 0|eng d 9783031504235 978-3-031-50423-5 10.1007/978-3-031-50423-5 doi QA76.758 UMZ bicssc COM051230 bisacsh UMZ thema Tools and Methods of Program Analysis [electronic resource] : 6th International Conference, TMPA 2021, Tomsk, Russia, November 25–27, 2021, Revised Selected Papers / edited by Rostislav Yavorskiy, Ana Rosa Cavalli, Anna Kalenkova. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 198 p. 68 illus., 48 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 1559 Contributed Papers -- Algorithm for Mapping Layout Grids in User Interfaces: Automating the “Squint Test” -- Process Mining Algorithm for Online Intrusion Detection System -- Bayesian Optimization with Time-Decaying Jitter for Hyperparameter Tuning of Neural Networks -- Investigation of the capabilities of artificial neural networks in the problem of classifying objects with dynamic features -- Analysis of Hardware-Implemented U-Net–like Convolutional Neural Networks -- Early Detection of Tasks With Uncommonly Long Run Duration in Post-Trade Systems -- Unpaired Image-to-Image Translation using Transformer-based CycleGAN -- Model-based Testing Approach for Financial Technology Platforms: An Industrial Implementation -- Searching for Deviations in Trading Systems: Combining Control-Flow and Data Perspectives -- SPIDER: Specification-based Integration Defect Revealer -- Link graph and data-driven graphs as complex networks: comparative study -- An approach to create a synthetic financial transactions dataset based on NDA-protected dataset -- Optic Flow approximated by a homogeneous, three- dimensional Point Renewal Process -- Fair Mutual Exclusion for N Processes -- Data Stream Processing in Reconciliation Testing: Industrial Experience -- Short Papers -- Detection of Flying Objects Using the YOLOv4 Convolutional Neural Network -- Modern Experiment Management Systems Architecture for Scientific Big Data -- An Approach to Modules Similarity Definition Based on the System Log Analysis. This book constitutes the refereed proceedings of the 6th International Conference on Tools and Methods of Program Analysis, TMPA 2021, held in Tomsk, Russia, during November 25–27, 2021. The 15 full papers and 3 short papers included in this book were carefully reviewed and selected from 45 submissions. They focus on various aspects of application of modern methods of data science to the analysis of software quality. Software engineering. 33953 Artificial intelligence. 58441 Application software. Computer networks . 60157 Computer science. 58552 Programming languages (Electronic computers). 66206 Software Engineering. 33953 Artificial Intelligence. 58441 Computer and Information Systems Applications. Computer Communication Networks. 65689 Theory of Computation. 67552 Programming Language. 66208 Yavorskiy, Rostislav. editor. edt http://id.loc.gov/vocabulary/relators/edt 68892 Cavalli, Ana Rosa. editor. edt http://id.loc.gov/vocabulary/relators/edt 68289 Kalenkova, Anna. editor. edt http://id.loc.gov/vocabulary/relators/edt 68893 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031504228 Printed edition: 9783031504242 Communications in Computer and Information Science, 1865-0937 ; 1559 66508 https://doi.org/10.1007/978-3-031-50423-5 ZDB-2-SCS ZDB-2-SXCS 57003 57003