Titlebook: Search-Based Software Engineering; 14th International S Mike Papadakis,Silvia Regina Vergilio Conference proceedings 2022 The Editor(s) (if

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An Empirical Comparison of EvoSuite and DSpot for Improving Developer-Written Test Suites with Respe refer to as ., which starts with developer-written tests as seeds, and then aims to evolve these tests in the direction of killing further mutants. We then empirically compare . with a state-of-the-art test amplification tool, ., on 42 versions of 29 different classes from the . benchmark, using th

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Improving Search-Based Android Test Generation Using Surrogate Modelstion of the state-based behaviour of the graphical user interface, and can predict traces for already explored behaviour, thus avoiding costly test executions. We integrate this surrogate model in the search-based test generator . and perform an empirical study on a set of 10 Android apps. Results i

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EvoAttack: An Evolutionary Search-Based Adversarial Attack for Object Detection Modelsf-concept implementation is provided to demonstrate how evolutionary search can generate adversarial examples that existing models fail to correctly process. We applied our approach to benchmark datasets, Microsoft COCO and Waymo Open Dataset, applying minor perturbations to generate adversarial exa

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and programs face many questions and challenges related to the integration of traditional knowledge to promote the most suitable systems for each situation; access to markets for AFS products, and scaling up of978-3-319-88765-4978-3-319-69371-2Series ISSN 1875-1199 Series E-ISSN 1875-1202

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James Callan,Justyna Petkeine setting. It covers new data regarding perioperative and adjuvant treatments for patients with localized disease and will highlight novel targets and treatments under development. Integration of surgery and 978-3-031-40903-5978-3-031-40901-1

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Vsevolod Tymofyeyev,Gordon Fraserbeneficial wildlife habitat and non-timber forest products like elderberries (. spp.) and ramps (.). The region’s abundant forestland provides an ideal setting and substrate to cultivate gourmet mushrooms. Harvesting small-diameter wood on which to grow mushrooms could improve forest managers’ abili

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Zhenjiang Zhao,Takahisa Toda,Takashi Kitamuraestry systems (AFS) can offer goods, benefits, and services simultaneously, providing food and energy while conserving biodiversity and contributing to carbon sequestration and storage. Fuelwood produced in plantations and AFS can be a viable energy source, as tree plantation productivity is often h