Relevant bibliographies by topics / Test Cases and Validation

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Test Cases and Validation'

Author: Grafiati
Published: 5 June 2025
Last updated: 2 August 2025

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Journal articles on the topic "Test Cases and Validation"

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Mani, P., and M. Prasanna. "Validation of automated test cases with specification path." Journal of Statistics and Management Systems 20, no. 4 (2017): 535–42. http://dx.doi.org/10.1080/09720510.2017.1395173.

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CARAÇA-VALENTE, JUAN P., JOSÉ L. MORANT, LUIS GONZÁLEZ, and J. PAZOS. "Knowledge-based systems' validation: when to stop running test cases." International Journal of Human-Computer Studies 51, no. 4 (1999): 757–81. http://dx.doi.org/10.1006/ijhc.1999.0328.

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Mateo Navarro, Pedro Luis, Diego Sevilla Ruiz, and Gregorio Martínez Pérez. "A Proposal for Automatic Testing of GUIs Based on Annotated Use Cases." Advances in Software Engineering 2010 (November 5, 2010): 1–8. http://dx.doi.org/10.1155/2010/671284.

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This paper presents a new approach to automatically generate GUI test cases and validation points from a set of annotated use cases. This technique helps to reduce the effort required in GUI modeling and test coverage analysis during the software testing process. The test case generation process described in this paper is initially guided by use cases describing the GUI behavior, recorded as a set of interactions with the GUI elements (e.g., widgets being clicked, data input, etc.). These use cases (modeled as a set of initial test cases) are annotated by the tester to indicate interesting var
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CUADRA, DOLORES, HARITH AL-JUMAILY, ELENA CASTRO, and MANUEL VELASCO. "AN OCL-BASED APPROACH TO DERIVE CONSTRAINT TEST CASES FOR DATABASE APPLICATIONS." International Journal of Software Engineering and Knowledge Engineering 21, no. 05 (2011): 621–45. http://dx.doi.org/10.1142/s0218194011005426.

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The development of database applications in most CASE tools has been insufficient because most of these tools do not provide the software necessary to validate these applications. Validation means ensuring whether a given application fulfils the user requirements. We suggest validation of database applications by using the functional testing technique, which is a fundamental black-box testing technique for checking the software without being concerned about its implementation and structure. Our main contribution to this work is in providing a MDA approach for deriving testing software from the
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Rojas, Eveling Y., Leonardo Ordoñez, Victor Hernandez, et al. "S235 – Diagnostic Test Validation: CHAMP in Endolymphatic Hydrops." Otolaryngology–Head and Neck Surgery 139, no. 2_suppl (2008): P154. http://dx.doi.org/10.1016/j.otohns.2008.05.410.

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Objectives The Cochlear Hydrops Analysis Masking Procedure (CHAMP) has been reported with a high sensibility and specificity for the diagnosis of endolymphatic hydrops (ELH). Nevertheless, a complete validation of CHAMP with precise methods has not been done. Our objectives: To determine whether CHAMP has a diagnostic value in patients with definite, probable/possible diagnosis of Meniere's disease or endolymphatic hydrops, based on the criteria of the AAO-HNS. Methods Prospective validation study for a diagnostic test: phase II. Latency of wave V was assessed using CHAMP. We classified subjec
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Mohammed, Eissa Abdullah Awadh, Muslim Mustapa, Hasliza Rahim, and Mohd Natashah Norizan. "Advanced UI test automation (AUTA) for BIOS validation using OpenCV and OCR." Indonesian Journal of Electrical Engineering and Computer Science 23, no. 3 (2021): 1350–56. https://doi.org/10.11591/ijeecs.v23.i3.pp1350-1356.

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Basic input output system (BIOS) validation is performed on both graphical user interface (GUI) and command-line interface (CLI) by a test engineer. Keyboard and mouse are used to insert test cases commands into system under test (SUT). Test engineer monitors test cases progress on a monitor for validation. This method is time-consuming and relatively more expensive than automation. In this project we designed an independent automation system that able to mimic human interaction in BIOS validation. The approach can be divided into two main parts. The first part is the input device to enter com
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Sehnalek, Stanislav. "Validation of new CFD release by Ground-Coupled Heat Transfer Test Cases." MATEC Web of Conferences 125 (2017): 02027. http://dx.doi.org/10.1051/matecconf/201712502027.

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Aureli, Francesca, Andrea Maranzoni, and Gabriella Petaccia. "Review of Historical Dam-Break Events and Laboratory Tests on Real Topography for the Validation of Numerical Models." Water 13, no. 14 (2021): 1968. http://dx.doi.org/10.3390/w13141968.

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Dam break inundation mapping is essential for risk management and mitigation, emergency action planning, and potential consequences assessment. To quantify flood hazard associated with dam failures, flooding variables must be predicted by efficient and robust numerical models capable to effectively cope with the computational difficulties posed by complex flows on real topographies. Validation against real-field data of historical dam-breaks is extremely useful to verify models’ capabilities and accuracy. However, such catastrophic events are rather infrequent, and available data on the breach
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Daniell, Elaine, Trabue Bryans, Kimbrell Darnell, Joyce Hansen, Victoria M. Hitchins, and Manuel Saavedra. "Product Sterility Testing . . . To Test or Not to Test? That Is the Question." Biomedical Instrumentation & Technology 50, s3 (2016): 35–43. http://dx.doi.org/10.2345/0899-8205-50.s3.35.

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Abstract The applications for sterility testing in the validation and routine control of sterilization of medical devices have changed dramatically over the years. As the definition of sterility assurance has evolved, so has the state of the science associated with product sterility testing. Historically, product sterility testing has been applied to such things as sterilization validation, sterilization lot release, packaging qualification, aseptic processing qualification, and determination of shelf life for the packaged medical device. In most of these cases, however, the results obtained f
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Awadh Mohammed, Eissa Abdullah, Muslim Mustapa, Hasliza Rahim, and Mohd Natashah Norizan. "Advanced UI test automation (AUTA) for BIOS validation using OpenCV and OCR." Indonesian Journal of Electrical Engineering and Computer Science 23, no. 3 (2021): 1350. http://dx.doi.org/10.11591/ijeecs.v23.i3.pp1350-1356.

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<p>Basic input output system (BIOS) validation is performed on both graphical user interface (GUI) and command-line interface (CLI) by a test engineer. Keyboard and mouse are used to insert test cases commands into system under test (SUT). Test engineer monitors test cases progress on a monitor for validation. This method is time-consuming and relatively more expensive than automation. In this project we designed an independent automation system that able to mimic human interaction in BIOS validation. The approach can be divided into two main parts. The first part is the input device to
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Dissertations / Theses on the topic "Test Cases and Validation"

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Jovanovikj, Ivan [Verfasser]. "Validation of software migration : model-driven co-migration of test cases / Ivan Jovanovikj." Paderborn : Universitätsbibliothek, 2020. http://d-nb.info/1226097316/34.

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Cao, Tien Dung. "Test and Validation of Web Services." Thesis, Bordeaux 1, 2010. http://www.theses.fr/2010BOR14122/document.

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Nous proposons dans cette thèse les approches de test pour la composition de services web. Nous nous intéressons aux test unitaire et d’intégration d’une orchestration de services web. L’aspect de vérification d’exécution en-ligne est aussi consideré. Nous définissons une plateforme de test unitaire pour l’orchestration de services web qui compose une architecture de test, une relation de conformité et deux approches de test basés sur le modèle de machine à l’états finis étendues temporisés: l’approche offline où les activités de test comme la génération de cas de test temporisé, l’exécution d
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Jayaraman, Dheepakkumaran. "Optimization Techniques for Performance and Power Dissipation in Test and Validation." OpenSIUC, 2012. https://opensiuc.lib.siu.edu/dissertations/473.

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The high cost of chip testing makes testability an important aspect of any chip design. Two important testability considerations are addressed namely, the power consumption and test quality. The power consumption during shift is reduced by efficiently adding control logic to the design. Test quality is studied by determining the sensitization characteristics of a path to be tested. The path delay fault models have been used for the purpose of studying this problem. Another important aspect in chip design is performance validation, which is increasingly perceived as the major bottleneck in int
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Imanian, James A. "Automated test case generation for reactive software systems based on environment models." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 2005. http://library.nps.navy.mil/uhtbin/hyperion/05Jun%5FImanian.pdf.

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Thesis (M.S. in Computer Science)--Naval Postgraduate School, June 2005.<br>Thesis Advisor(s): Mikhail Auguston, James B. Michael. Includes bibliographical references (p. 55-56). Also available online.
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Sulehri, Latif. "Comparative Selection of Requirements Validation Techniques Based on Industrial Survey." Thesis, Blekinge Tekniska Högskola, Sektionen för datavetenskap och kommunikation, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-1178.

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In software engineering the requirements validation has very core importance. The requirements validation very helpful to judge that software requirements specification (SRS) is complete and free of bugs. The requirements validation is a assurance that the software requirements document is free of unwanted requirements and completely consistent. In order to remove inconsistency, detect defects and make the software requirements document fully functional the requirements validation is key factor. All possible requirements validation techniques available in academia such requirements reviews , r
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Granda, Juca María Fernanda. "Testing-Based Conceptual Schema Validation in a Model-Driven Environment." Doctoral thesis, Universitat Politècnica de València, 2017. http://hdl.handle.net/10251/89091.

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Despite much scepticism and problems for its adoption, the Model-Driven Development (MDD) is being used and improved to provide many inherent benefits for industry. One of its greatest benefits is the ability to handle the complexity of software development by raising the abstraction level. Models are expressed using concepts that are not related to a specific implementation technology (e.g. Unified Modelling Language -UML, Object Constraint Language -OCL, Action Language for Foundational UML -ALF), which means that the models can be easier to specify, maintain and document. As in Model-Driven
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Kangoye, Sékou. "Elaboration d'une approche de vérification et de validation de logiciel embarqué automobile, basée sur la génération automatique de cas de test." Thesis, Angers, 2016. http://www.theses.fr/2016ANGE0017/document.

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Un système embarqué est un système électronique et informatique autonome dédié à une tâche précise. Dans le secteur de l’automobile, le nombre de systèmes embarqués dans les voitures a considérablement augmenté au cours de ces dernières années et va certainement continuer à augmenter. Ces systèmes sont dédiés entre autres, à la sécurité, au confort de conduite,et à l’assistance à la conduite. Cette croissance des systèmes est associée avec une croissance en taille des logiciels qui les contrôlent. En conséquence, leur gestion(système et logiciel) devient de plus en plus complexe et problématiq
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Gemayel, Charbel El. "Approche comportementale pour la validation et le test système des systèmes embarqués : Application aux dispositifs médicaux embarqués." Thesis, Lyon, INSA, 2014. http://www.theses.fr/2014ISAL0135/document.

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Les progrès des technologies de l'information et de la communication, des MEMS, des capteurs, actionneurs, etc. ont permis l’émergence de différents dispositifs biomédicaux. Ces nouveaux dispositifs, souvent embarqués, contribuent considérablement à l'amélioration du diagnostic et du traitement de certaines maladies, comme le diabète par exemple. Des dispositifs embarqués encore plus complexes sont en cours d’élaboration, leur mise en œuvre nécessite des années de recherche et beaucoup d’expérimentation. Le cœur artificiel, encore en phase de réalisation, est un exemple concret de ces systèmes
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FONTANETO, Fabrizio. "Aero-thermal performance of a film-cooled high pressure turbine blade/vane: a test case for numerical codes validation." Doctoral thesis, Università degli studi di Bergamo, 2014. http://hdl.handle.net/10446/30755.

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The present thesis concentrates on the experimental activity carried in the frame of two different measurement campaigns aiming to create an experimental test-case for turbomachinery codes validation. The first experimental activity was carried out at the University of Bergamo and dealt with the characterization of the aero-thermal performance of a film-cooled high pressure turbine rotor blade. Aerodynamic measurements, performed by means of a 5-hole miniaturized pressure probe, evidenced a marked asymmetry of the secondary flows between the upper and the lower semi-channels. Injection seemed
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Shetty, Keerthan, and Venkata Sai Nikhil Epuri. "Virtual vehicle capabilities towards verification, validation and calibration of vehicle motion control functions." Thesis, KTH, Fordonsdynamik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-293412.

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Passenger safety and comfort are important aspects in the process of vehicle development. The world is heading towards developing the safest possible vehicle on the road. Using vehicle motion control functions is one of the ways to enhance vehicle stability. These motion control functions need to be developed in an energy optimised way. By complementing some of the development process with virtual models, both the development time and cost could be minimised. Hence, a sustainable way of control function development could be achieved. In order to verify, validate and calibrate vehicle motion co
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Books on the topic "Test Cases and Validation"

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B, Gatski T., and NASA Glenn Research Center, eds. Summary of EASM turbulence models in CFL3D with validation test cases. National Aeronautics and Space Administration, Langley Research Center, 2003.

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North Atlantic Treaty Organization. Advisory Group for Aerospace Research and Development. A selection of experimental test cases for the validation of CFD codes. AGARD, 1994.

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North Atlantic Treaty Organization. Advisory Group for Aerospace Research and Development. A selection of experimental test cases for the validation of CFD codes. AGARD, 1994.

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Page, Alan. How we test software at Microsoft. Microsoft, 2009.

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M, Straka, Ward L. W, Los Alamos National Laboratory, SCIENTECH Inc, ISL Inc, and U.S. Nuclear Regulatory Commission. Division of Systems Analysis and Regulatory Effectiveness., eds. TRAC-M validation test matrix. Division of System Analysis and Regulatory Effectiveness, Office of Nuclear Regulatory Research, U.S. Nuclear Regulatory Commission, 2001.

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Center, NASA Glenn Research, ed. ISINT performance validation test report. National Aeronautics and Space Administration, Glenn Research Center, 1999.

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Center, NASA Glenn Research, ed. PNNI performance validation test report. National Aeronautics and Space Administration, Glenn Research Center, 1999.

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M, Straka, Ward L. W, U.S. Nuclear Regulatory Commission. Division of Systems Analysis and Regulatory Effectiveness., and Los Alamos National Laboratory, eds. TRAC-M validation test matrix. U.S. Nuclear Regulatory Commission, Office of Nuclear Regulatory Research, 2001.

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M, Straka, Ward L. W, Los Alamos National Laboratory, SCIENTECH Inc, ISL Inc, and U.S. Nuclear Regulatory Commission. Division of Systems Analysis and Regulatory Effectiveness., eds. TRAC-M validation test matrix. Division of System Analysis and Regulatory Effectiveness, Office of Nuclear Regulatory Research, U.S. Nuclear Regulatory Commission, 2001.

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Weiner, John A. POST reading & writing test validation research. Commission on Peace Officer Standards and Training, 1994.

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Book chapters on the topic "Test Cases and Validation"

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Ding, Yan, and Sam S. Y. Wang. "Input Data For Test Cases." In Verification and Validation of 3D Free-Surface Flow Models. American Society of Civil Engineers, 2008. http://dx.doi.org/10.1061/9780784409572.apa.

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Maki, K., A. Kulmala, K. Heussen, et al. "From Scenarios to Use Cases, Test Cases and Validation Examples." In European Guide to Power System Testing. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42274-5_6.

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Batarseh, Feras A., Avelino J. Gonzalez, and Rainer Knauf. "Context-Assisted Test Cases Reduction for Cloud Validation." In Modeling and Using Context. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-40972-1_22.

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Chavarría-Báez, Lorena, Xiaoou Li, and Rosaura Palma-Orozco. "Estimating the Number of Test Cases for Active Rule Validation." In Advances in Artificial Intelligence and Its Applications. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-45114-0_10.

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Goffin, Louis, Sébastien Erpicum, Benjamin J. Dewals, Michel Pirotton, and Pierre Archambeau. "Validation and Test Cases for a Free Surface SPH Model." In Advances in Hydroinformatics. Springer Singapore, 2015. http://dx.doi.org/10.1007/978-981-287-615-7_12.

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Jain, Paresh, and Amresh Nandan. "Validating Wireless Protocol Conformance Test Cases." In System Analysis and Modeling. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/978-3-540-31810-1_19.

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Bianchin, Alvise, and George Smyrnakis. "Recycling and Upcycling: FENIX Validation on Three Use Cases." In New Business Models for the Reuse of Secondary Resources from WEEEs. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-74886-9_10.

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AbstractWithin FENIX a set of three use cases has been developed in order to test in practice the selected business models. After the description of a common data repository virtually connecting all the use cases and describing the common step of PCB disassembly, this chapter presents each use case into detail, by evidencing the main findings.
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Kolchyn, Oleksandr, and Stepan Potiyenko. "Improving Model-Based Testing Through Interactive Validation, Evaluation and Reconstruction of Test Cases." In Communications in Computer and Information Science. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-70245-7_11.

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Arditi, Laurent, Hédi Boufaïed, Arnaud Cavanié, and Vincent Stehlé. "Coverage Directed Generation of System-Level Test Cases for the Validation of a DSP System." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2001. http://dx.doi.org/10.1007/3-540-45251-6_26.

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Teixeira, Tiago Samuel Rodrigues, Fábio Fagundes Silveira, and Eduardo Martins Guerra. "Mutation Testing in Test Code Refactoring: Leveraging Mutants to Ensure Behavioral Consistency." In Lecture Notes in Business Information Processing. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-94544-1_12.

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Abstract Previous research has identified mutation testing as a promising technique for detecting unintended changes in test behavior during test code refactorings. Despite its theoretical support, the practical adoption of this approach has been hindered by a lack of corresponding tools. Consequently, these studies have been unable to fully validate the effectiveness of mutation testing as a guardrail to ensure the consistency of the refactored test behavior, leaving an in-depth empirical validation open for future research. To address this gap, this study examines , a tool developed as a ref
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Conference papers on the topic "Test Cases and Validation"

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Franzosi, Diogo Buarque, Emil Alégroth, and Maycel Isaac. "LLM-Based Labelling of Recorded Automated GUI-Based Test Cases." In 2025 IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, 2025. https://doi.org/10.1109/icst62969.2025.10988984.

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Speth, Simon, Christoph Jasper, Claudius Jordan, and Alexander Pretschner. "Generating Latent Space-Aware Test Cases for Neural Networks using Gradient-Based Search." In 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2025. https://doi.org/10.1109/icstw64639.2025.10962499.

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Olsthoorn, Mitchell. "Improving the Comprehensibility of Generated Test Suites Using Test Case Clustering." In 2025 IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, 2025. https://doi.org/10.1109/icst62969.2025.10988953.

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Simao, Adenilso, and Alexandre Petrenko. "From Test Purposes to Asynchronous Test Cases." In 2010 IEEE International Conference on Software Testing Verification and Validation Workshop (ICSTW). IEEE, 2010. http://dx.doi.org/10.1109/icstw.2010.32.

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Li, Boyang, Christopher Vendome, Mario Linares-Vasquez, Denys Poshyvanyk, and Nicholas A. Kraft. "Automatically Documenting Unit Test Cases." In 2016 IEEE International Conference on Software Testing, Verification and Validation (ICST). IEEE, 2016. http://dx.doi.org/10.1109/icst.2016.30.

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Satoh, Akiharu, Shizuka Ban, Yuzuru Harayama, and Kunio Yamamoto. "Designing Fulfilling Test Cases with Test Aspect Model." In 2019 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2019. http://dx.doi.org/10.1109/icstw.2019.00044.

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Enoiu, Eduard, and Mirgita Frasheri. "Test Agents: The Next Generation of Test Cases." In 2019 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2019. http://dx.doi.org/10.1109/icstw.2019.00070.

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Feldt, Robert. "Do System Test Cases Grow Old?" In 2014 IEEE Seventh International Conference on Software Testing, Verification and Validation (ICST). IEEE, 2014. http://dx.doi.org/10.1109/icst.2014.47.

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Feldt, Robert, Simon Poulding, David Clark, and Shin Yoo. "Test Set Diameter: Quantifying the Diversity of Sets of Test Cases." In 2016 IEEE International Conference on Software Testing, Verification and Validation (ICST). IEEE, 2016. http://dx.doi.org/10.1109/icst.2016.33.

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Palma-Behnke, Rodrigo, and Andre Luiz Diniz. "Validation of hydrothermal test cases for economic analysis." In 2011 IEEE Power & Energy Society General Meeting. IEEE, 2011. http://dx.doi.org/10.1109/pes.2011.6039564.

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Reports on the topic "Test Cases and Validation"

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Francini and Quade. PR-218-08702-R01 Additional Validation the Remaining Strength of Corroded Casing to Additional Cases. Pipeline Research Council International, Inc. (PRCI), 2010. http://dx.doi.org/10.55274/r0010715.

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This project is a follow up to the project titled "Effects of Tensile Loading on Remaining Strength of Corroded Casing." The objective is to test additional samples of corroded casing that will fail at typical storage well operating pressures and transfer the developed technology to MFL vendors for use in storage fields. A test matrix of 13 specimens was developed and tested. The test specimens consisted of natural corrosion and machined defects. Prior to testing: � the specimen material was characterized with tensile, Charpy V-notch, hardness, and chemical tests and � the test specimens were
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Haggag. L52280 In-Situ Measurement of Pipeline Mechanical Properties Using Stress-Strain Microprobe - Validation. Pipeline Research Council International, Inc. (PRCI), 2007. http://dx.doi.org/10.55274/r0010668.

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Most pipeline companies operate infrastructure that spans a wide range of vintages including pipelines that were built in 1950s to the 2000s. Some of the pipelines have changed hands, and in many cases, more than once, resulting in a loss of the operating history and of pertinent pipeline data relating to the grade or mechanical properties. In the case of pipelines of unknown grades, PHMSA (OPS/DOT) stipulates the assumption of a 24 ksi yield strength, regardless of its construction. OPS also allows the establishment of the Specified Minimum Yield Strength (SMYS) of the pipeline by verifying i
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Wardle, K. E. Summary report on liquid-liquid contactor scoping experiments and validation test case definition. Office of Scientific and Technical Information (OSTI), 2013. http://dx.doi.org/10.2172/1059653.

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Li, Honghai, Lihwa Lin, Cody Johnson, et al. A revisit and update on the verification and validation of the Coastal Modeling System (CMS) : report 1--hydrodynamics and waves. Engineer Research and Development Center (U.S.), 2022. http://dx.doi.org/10.21079/11681/45444.

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This is the first part of a two-part report that revisits and updates the verification and validation (V&amp;V) of the Coastal Modeling System (CMS). The V&amp;V study in this part of the report focuses on hydrodynamic and wave modeling. With the updated CMS code (Version 5) and its latest graphical user interface, the Surface-water Modeling System (Version 13), the goal of this study is to revisit some early CMS V&amp;V cases and assess some new cases on model performance in coastal applications. The V&amp;V process includes the comparison and evaluation of the CMS output against analytical s
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Cheney, Douglas C., and Bryan R. Fischer. Measuring the PMI Modeling Capability in CAD Systems: Report 2 - Combined Test Case Validation. National Institute of Standards and Technology, 2015. http://dx.doi.org/10.6028/nist.gcr.15-998.

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Kahwati, Leila, Matthew Avenarius, Leslie Brouwer, et al. Blood-Based Tests for Multiple Cancer Screening: A Systematic Review. AHRQ, 2025. https://doi.org/10.23970/ahrqepcsrmultiple.

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Objectives. Screening for multiple cancers in a single blood test is potentially transformative. The objective of this review was to assess the benefits, harms, and accuracy of screening with blood-based multicancer screening tests (MCST) in asymptomatic adults. Data sources. Medline, Cochrane Library, trial registries, relevant government and commercial websites through December 2024; surveillance was conducted through March 31, 2025. Study Selection. Eligible designs included controlled studies for benefit outcomes (e.g., cancer mortality, cancer detection, quality of life), controlled and u
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Rimpel, Aaron, Abhay Patil, and Mark Anguiano. PR-316-21201-R01 A Study of the Effects of Liquid Contamination on Seal Performance. Pipeline Research Council International, Inc. (PRCI), 2022. http://dx.doi.org/10.55274/r0012229.

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This project is a continuation of research to enhance dry gas seal (DGS) reliability. Previous work reviewed failures from literature and experience of manufacturers and end-users and identified that liquid contamination was the most common cause, but it was concluded there was insufficient quantitative data to base recommendations on for further DGS reliability enhancements. Therefore, experimental and analytical investigations were pursued to fill the void. The ultimate objective was to be able to predict DGS failures due to liquid contamination, which could lead to greater DGS reliability t
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Leis, Brian, Xian-Kui Zhu, and Tom McGaughy. PR-185-133739-R01 Quantifying Re-Rounding in Pipeline Damage Severity Models. Pipeline Research Council International, Inc. (PRCI), 2018. http://dx.doi.org/10.55274/r0011479.

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The objective of this work was to quantify re-rounding effects on mechanically damaged pipelines. This was done to determine if curvature suffices to identify where the effects of re-rounding are localized. It also was done to establish a framework that could be calibrated through subsequent analysis as an input to guidelines for damage severity assessment. Recognizing the expanding role of ILI and related in-the-ditch evaluation tools to help size and characterize damage, brief consideration was also given to ongoing work within the PRCI Nondestructive Evaluation (NDE) Program. This was done
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Idakwo, Gabriel, Sundar Thangapandian, Joseph Luttrell, Zhaoxian Zhou, Chaoyang Zhang, and Ping Gong. Deep learning-based structure-activity relationship modeling for multi-category toxicity classification : a case study of 10K Tox21 chemicals with high-throughput cell-based androgen receptor bioassay data. Engineer Research and Development Center (U.S.), 2021. http://dx.doi.org/10.21079/11681/41302.

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Deep learning (DL) has attracted the attention of computational toxicologists as it offers a potentially greater power for in silico predictive toxicology than existing shallow learning algorithms. However, contradicting reports have been documented. To further explore the advantages of DL over shallow learning, we conducted this case study using two cell-based androgen receptor (AR) activity datasets with 10K chemicals generated from the Tox21 program. A nested double-loop cross-validation approach was adopted along with a stratified sampling strategy for partitioning chemicals of multiple AR
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Leis and Brust. L51665 Hydrotest Strategies for Gas Transmission Pipelines Based on Ductile-Flaw-Growth Considerations. Pipeline Research Council International, Inc. (PRCI), 1992. http://dx.doi.org/10.55274/r0010296.

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Historically safe operation of thousands of miles of gas- transmission pipeline underscores the merits of hydrotesting. The hydrotest is applied to remove defects, which might exist in the line and could be critical in subsequent service. The hydrotest involves a proof pressurization that is designed to remove defects that could otherwise become critical in service by failing these defects during the time the line is held at the over-pressure. Water is used as the pressurization media to avoid the potential for running fracture, which is possible in cases where defects become critical during t
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