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Search-Based Software Engineering [electronic resource] : 16th International Symposium, SSBSE 2024, Porto de Galinhas, Brazil, July 15, 2024, Proceedings / edited by Gunel Jahangirova, Foutse Khomh.

Contributor(s): Jahangirova, Gunel [editor.] | Khomh, Foutse [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 14767Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XI, 85 p. 18 illus., 12 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031645730.Subject(s): Software engineering | Operating systems (Computers) | Computer networks  | Computer science | Artificial intelligence | Software Engineering | Operating Systems | Computer Communication Networks | Theory of Computation | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.1 Online resources: Click here to access online
Contents:
Evolutionary Analysis of Alloy Specifications with an Adaptive Fitness Function -- Higher Fault Detection Through Novel Density Estimators in Unit Test Generation -- Many Independent Objective Estimation of Distribution Search for Android Testing -- SSBSE Summary of Adaptive Search based Repair of Deep Neural Networks -- SSBSE Summary of EvoCLINICAL Evolving Cyber cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System -- Iterative Refactoring of Real World Open Source Programs with Large Language Models -- Approximating Stochastic Quantum Noise through Genetic Programming -- Fuzzing Based Differential Testing For Quantum Simulators -- GreenStableYolo Optimizing Inference Time and Image Quality of Text to Image Generation -- Danger is My Middle Lane Simulations From Real World Dangerous Roads.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 16th International Symposium on Search-Based Software Engineering, SSBSE 2024, held in Porto de Galinhas, Brazil, during July 2024. The 8 papers included in these proceedings were carefully reviewed and selected from 19 submissions. The papers deal with various aspects and applications of search-based software engineering, focusing on engineering challenges and the application of automated approaches and optimization techniques from AI and machine learning research. .
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Evolutionary Analysis of Alloy Specifications with an Adaptive Fitness Function -- Higher Fault Detection Through Novel Density Estimators in Unit Test Generation -- Many Independent Objective Estimation of Distribution Search for Android Testing -- SSBSE Summary of Adaptive Search based Repair of Deep Neural Networks -- SSBSE Summary of EvoCLINICAL Evolving Cyber cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System -- Iterative Refactoring of Real World Open Source Programs with Large Language Models -- Approximating Stochastic Quantum Noise through Genetic Programming -- Fuzzing Based Differential Testing For Quantum Simulators -- GreenStableYolo Optimizing Inference Time and Image Quality of Text to Image Generation -- Danger is My Middle Lane Simulations From Real World Dangerous Roads.

This book constitutes the refereed proceedings of the 16th International Symposium on Search-Based Software Engineering, SSBSE 2024, held in Porto de Galinhas, Brazil, during July 2024. The 8 papers included in these proceedings were carefully reviewed and selected from 19 submissions. The papers deal with various aspects and applications of search-based software engineering, focusing on engineering challenges and the application of automated approaches and optimization techniques from AI and machine learning research. .

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