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024 7 _a10.1007/978-3-031-50423-5
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245 1 0 _aTools and Methods of Program Analysis
_h[electronic resource] :
_b6th International Conference, TMPA 2021, Tomsk, Russia, November 25-27, 2021, Revised Selected Papers /
_cedited by Rostislav Yavorskiy, Ana Rosa Cavalli, Anna Kalenkova.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aX, 198 p. 68 illus., 48 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1559
505 0 _aContributed 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.
520 _aThis 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.
650 0 _aSoftware engineering.
_94138
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_995863
650 0 _aComputer networks .
_931572
650 0 _aComputer science.
_99832
650 0 _aProgramming languages (Electronic computers).
_97503
650 1 4 _aSoftware Engineering.
_94138
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_995867
650 2 4 _aComputer Communication Networks.
_995868
650 2 4 _aTheory of Computation.
_995870
650 2 4 _aProgramming Language.
_939403
700 1 _aYavorskiy, Rostislav.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_995871
700 1 _aCavalli, Ana Rosa.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_995873
700 1 _aKalenkova, Anna.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_995874
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031504228
776 0 8 _iPrinted edition:
_z9783031504242
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1559
_995879
856 4 0 _uhttps://doi.org/10.1007/978-3-031-50423-5
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