Academic literature on the topic 'Test automation tools'

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Journal articles on the topic "Test automation tools"

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Narendar, Kumar Ale. "Codeless Test Automation." European Journal of Advances in Engineering and Technology 10, no. 8 (2023): 59–65. https://doi.org/10.5281/zenodo.12754640.

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Codeless test automation is transforming the landscape of software testing by enabling the creation, maintenance, and execution of test cases without requiring extensive programming skills. This paper delves into the concept of codeless test automation, examining its key features, tools, and technologies. By leveraging visual interfaces, AI-driven mechanisms, and reusable components, codeless automation democratizes the testing process, making it accessible to a broader range of professionals. The paper also explores the benefits and challenges of this approach, supported by case studies and f
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Omkar, Manohar Ghag. "Firmware Test Automation using Open-Source Tools." Journal of Scientific and Engineering Research 5, no. 3 (2018): 498–502. https://doi.org/10.5281/zenodo.10902903.

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<strong>Abstract </strong>Python boasts a robust testing community and offers exceptional built-in testing capabilities within its standard library. The Python environment includes a wide range of testing tools. Pytest is notable for its user-friendly interface and ability to handle increasingly complex testing requirements. This paper presents a procedural method of how firmware testing can occur and how this testing promotes quality software. The open-source tool selected for this paper is Pytest, a Python-based tool. Python performs several functions in the automated testing procedures. The
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Sharad, R. Jadhav. "Study of Different Software Testing Automation Tools." Journal of Computer Science Engineering and Software Testing 5, no. 1 (2019): 13–19. https://doi.org/10.5281/zenodo.2532875.

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Programming is Set of code or projects. Programming building characterizes as the use of a methodical, taught, quantifiable way to deal with the advancement, task, and support of programming. Testing is correlation of anticipated yield and genuine yield. Programming testing is a procedure, to assess the usefulness of a product application with an expectation to discover whether the created programming met the predefined necessities or not and to recognize the deformities to guarantee that the item is without imperfection so as to deliver the quality item. Testing is extensively partition in to
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Vorochek, Olga, and Illia Solovei. "RESEARCH ON ARTIFICIAL INTELLIGENCE TOOLS FOR AUTOMATING THE SOFTWARE TESTING PROCESS." Bulletin of National Technical University "KhPI". Series: System Analysis, Control and Information Technologies, no. 1 (11) (July 30, 2024): 58–64. http://dx.doi.org/10.20998/2079-0023.2024.01.09.

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The subject matter of the article is artificial intelligence (AI) tools for automating the software testing process. The rapid development of the software development industry in recent decades has led to a significant increase in competition in the IT technology market and, as a result, stricter requirements for corresponding products and services. AI-driven test automation is becoming increasingly relevant due to its ability to solve complex tasks that previously required significant human resources. The goal of the work is to investigate the possibilities of using AI technologies to automat
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Saravanan, K., and E. Poorna Chandra Prasad. "Open Source Software Test Automation Tools: A Competitive Necessity." Scholedge International Journal of Management & Development ISSN 2394-3378 3, no. 6 (2016): 103. http://dx.doi.org/10.19085/journal.sijmd030601.

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&lt;em&gt;Software Testing is one of the critical activities in developing quality software. To enhance test efficiency and to improve repeatability of tests , several testing tools were developed and rolled out by proprietary commercial vendors like HP, IBM, etc., In the past decade, Proprietary software test automation tools dominated the automation market and were extensively adopted. But in recent past, Open Source test automation tools are acknowledged as reliable and are being adopted rapidly by IT companies. When companies started adopting Open source test automation tools, these tools
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Twinkle, Joshi. "Breaking Down Automation Frameworks: Building Blocks for Better Testing." European Journal of Advances in Engineering and Technology 11, no. 11 (2024): 104–16. https://doi.org/10.5281/zenodo.15234713.

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Automation frameworks are the cornerstone of efficient and scalable software testing, providing structured methodologies and reusable components to enhance quality assurance and streamline processes. This article explores the essential building blocks of automation frameworks, highlighting their role in transforming testing practices through advanced tools, design patterns, and innovative approaches. By automating repetitive tasks, frameworks enable QA professionals to focus on high-value activities such as test design and usability evaluations, delivering benefits including improved accuracy,
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Dr. Ajay Roy, Srinivas Perala,. "A Novel Framework Design for Test Case Authoring and Auto Test Scripts Generation." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 6 (2021): 1479–87. http://dx.doi.org/10.17762/turcomat.v12i6.2686.

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Every product has defects and identifying defects in the process of development and rectifying them before the launch of the product is very important. Embedded software testing process find the bugs in the software and report to the developer to fix issues. Sometimes to meet the product release deadlines, test engineers will not get much time to cover all test cases. That is why most software testing depends on test automation. In this paper, we focused on the area of automotive and home appliances embedded software test automation. Test automation is the only solution to improve the test pha
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Shang, Chun Min, Dong Mei Zhang, and Xin Ming Zhang. "Downhole Tools Oil-Immersion Automation Test System Design." Applied Mechanics and Materials 543-547 (March 2014): 930–33. http://dx.doi.org/10.4028/www.scientific.net/amm.543-547.930.

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According to the relationship of pressure and volume of the downhole tool oil-immersion test system during the pressuring process, the mathematical models of the pressure control was deduced about the downhole tool experiment system, based on the model, a test system of the multi function, high precision, high index, intelligent automation was designed and manufactured. The control system has friendly interface, manual/automatic and scene/remote control function, the test parameters and test process is free to set according to the actual needs of test tool, reports and graphs can be produce au
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Sireesha, Perabathini. "Comparing Test Automation Tools: UFT, Worksoft Certify, Tricentis Tosca, and SAP TAO." International Journal of Leading Research Publication 4, no. 6 (2023): 1–13. https://doi.org/10.5281/zenodo.15074400.

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Test automation has become a critical component in the software development lifecycle due to its ability to improve efficiency and reduce the time-to-market. This paper presents a comparative analysis of four widely used test automation tools: Unified Functional Testing (UFT), Worksoft Certify, Tricentis Tosca, and SAP Test Acceleration and Optimization (TAO). These tools cater to various testing needs, including functional, regression, business process, and SAP-specific automation. This study evaluates the tools based on their features, ease of use, scalability, integration capabilities, and
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Raulamo-Jurvanen, Päivi. "Decision Support for Selecting Tools for Software Test Automation." ACM SIGSOFT Software Engineering Notes 41, no. 6 (2017): 1–5. http://dx.doi.org/10.1145/3011286.3011304.

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Dissertations / Theses on the topic "Test automation tools"

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Grape, Victor. "Comparing Costs of Browser Automation Test Tools with Manual Testing." Thesis, Linköpings universitet, Programvara och system, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-133170.

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Testing is a necessary component of software development, but it is also an expensive one, especially if performed manually. One way to mitigate the cost of testing is to implement test automation, where the test cases are run automatically. For any organisation looking to implement test automation, the most interesting cost is time. Automation takes time to implement and one of the most obvious benefits of automation is that the automated test execution time is lower than that of manual execution. This thesis contains a literature study covering testing methodology, especially in regards to t
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Singh, Inderjeet. "A Mapping Study of Automation Support Tools for Unit Testing." Thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-15192.

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Unit testing is defined as a test activity usually performed by a developer for the purpose of demonstrating program functionality and meeting the requirements specification of module. Nowadays, unit testing is considered as an integral part in the software development cycle. However, performing unit testing by developers is still considered as a major concern because of the time and cost involved in it. Automation support for unit testing, in the form of various automation tools, could significantly lower the cost of performing unit testing phase as well as decrease the time developer involve
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Söderlund, Jesper, and Thomas Sörensen. "Test Process Improvement & Test/Build Tool Evaluation." Thesis, Mälardalen University, School of Innovation, Design and Engineering, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-9523.

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<p>The products The Company manufactures are used in an area of the industry where errors leading to a stop in production can be quite expensive. Therefore are testing of the products important and the tests can also give indications about the quality of the products.</p><p>The Company is in a phase where they are developing a new product line to support all existing and future products. In this phase, it was decided that all products will use a common framework for unit testing and a common build system for all products. One part of the thesis was to investigate and evaluate different framewo
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Jouda, Fatma, and Sagar Mehdi. "Safety Verification in Vehicle Test Applications : Using Reachability Analysis With the Focus on Reachability Tools." Thesis, Högskolan i Halmstad, Halmstad Embedded and Intelligent Systems Research (EIS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-38947.

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Pleehajinda, Parawee. "Database centric software test management framework for test metrics." Master's thesis, Universitätsbibliothek Chemnitz, 2015. http://nbn-resolving.de/urn:nbn:de:bsz:ch1-qucosa-187120.

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Big amounts of test data generated by the current used software testing tools (QA-C/QA-C++ and Cantata) contain a variety of different values. The variances cause enormous challenges in data aggregation and interpretation that directly affect generation of test metrics. Due to the circumstance of data processing, this master thesis introduces a database-centric test management framework for test metrics aims at centrally handling the big data as well as facilitating the generation of test metrics. Each test result will be individually parsed to be a particular format before being stored in a c
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Třísková, Lucie. "Testování webových aplikací s využitím nástroje Selenium Webdriver." Master's thesis, Vysoká škola ekonomická v Praze, 2013. http://www.nusl.cz/ntk/nusl-193654.

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This diploma thesis deals with automated testing of web applications. First of all, it introduces automated testing and compares it with manual testing, then classifies currently available testing tools and describes Selenium testing tools. In further chapter a methodology for automation of testing of web applications is described, providing a systematic manual, how to automate testing, which mistakes to avoid, and also tasks and responsibilities of involved roles. Appendix of this thesis consists of a user manual for Selenium WebDriver, one of the most popular tools for automated functional t
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Vestin, Simon, and Daniel Svensson. "KlarSynt Tools : A tool for automating configurations of test environments." Thesis, Karlstads universitet, Institutionen för matematik och datavetenskap, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-32336.

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Preparing dedicated environments for testing often requires time consuming, manual configurations to be made on databases and the Windows Registry. A proposed Windows application could improve the efficiency and accuracy of such settings by automating the processes and providing a user-friendly graphical user interface. On behalf of Ninetech, a consulting company, such an application was therefore developed - KlarSynt Tools. This application was to enhance the company's previous methods of configuring test environments by removing the need of manual tasks and the use of an unoptimized tool cal
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Purger, Ennea, and Victor Nordlund. "Testautomatisering på en Microsoft-plattform inom banksektorn : En undersökning om hur automatiska integrations- och regressionstester kan implementeras på Handelsbanken." Thesis, KTH, Hälsoinformatik och logistik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-230124.

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I många år har testning varit ett sätt att öka kvalitén på utvecklad programkod. I och med teknikens framsteg har testautomatisering blivit ett hett ämne inom programutveckling för att effektivisera den manuella testprocessen. Detta examensarbete har undersökt möjligheterna att införa automatiska tester hos en avdelning på Handelsbanken, främst integrations- och regressionstester. Utifrån förutsättningarna hos avdelningen togs en prototyp fram för att demonstrera hur detta skulle kunna fungera på deras Microsoft-plattform. Prototypen bestod av en Jenkins-server som utförde tester skrivna i C#
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Woolsey, Roy B. "AUTOMATIC TOOLS FOR TELEMETRY TEST RANGE SPECTRUM MANAGEMENT." International Foundation for Telemetering, 2000. http://hdl.handle.net/10150/606489.

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International Telemetering Conference Proceedings / October 23-26, 2000 / Town & Country Hotel and Conference Center, San Diego, California<br>Automatic spectrum management and monitoring systems are very useful to manage frequencies at test ranges and assure interference-free transmission of telemetry signals. Spectrum management systems assign telemetry frequencies using database information on available and occupied channels and analysis tools which can determine whether a data link will support telemetry. Modern, DSP-based spectrum monitoring systems, in fixed or mobile configurations,
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Amlinger, Hanna. "Application of a New Software Tool for the Automated Test of Automotive Electronic Control Unit Software." Thesis, Linköping University, Department of Electrical Engineering, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-16785.

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<p>Testing plays a very important role for assuring the quality of developed software. In a modern vehicle, more and more of the functionality is controlled by software and the complexity of the software always increases. The expectations on automating the testing process are to save time and to reach an even higher quality.</p><p>In this thesis, which was performed at ZF Friedrichshafen AG, a new tool for automated tests is studied. The tool is used for software in the loop simulation based system tests. The user specifies which outputs that shall be observed and which inputs that can be cont
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Books on the topic "Test automation tools"

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1944-, Graham Dorothy, ed. Software test automation: Effective use of test execution tools. ACM Press, 1999.

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Li, Kanglin. Effective GUI test automation: Developing an automated GUI testing tool. SYBEX, 2005.

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Mengqi, Wu, ed. Effective software test automation: Developing an automated software testing tool. SYBEX, 2004.

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Parker, Kenneth P. Integrating design and test: Using CAE tools for ATE programming. Computer Society Press of the IEEE, 1987.

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Muccini, Henry, Xiaoying Bai, and Jerry Zeyu Gao. Software Test Automation from Components to Systems: Models, Theory, Tools, and Practice. Wiley & Sons, Incorporated, John, 2021.

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Wu, Mengqi, and Kanglin Li. Effective Software Test Automation: Developing an Automated Software Testing Tool. Wiley & Sons, Incorporated, John, 2006.

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Wu, Mengqi, and Kanglin Li. Effective Software Test Automation: Developing an Automated Software Testing Tool. Wiley & Sons, Incorporated, John, 2008.

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Effective GUI test automation: Developing an automated GUI testing tool. SYBEX, 2005.

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Chandler, Robert C. Emergency Notification. ABC-CLIO, LLC, 2010. http://dx.doi.org/10.5040/9798400644986.

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This text provides critical information to help organizations improve their emergency communications, including the tools, automation technology, and processes of crisis notification. To grasp the importance of emergency notification, imagine this scenario: A shooter is on the loose at a college campus. Chaos reigns. To contain the situation, campus personnel need to communicate immediately and efficiently, not only with the students, faculty, and staff, but also the local police, federal law enforcement, and media. Effective emergency notification makes things "right," it allows the right mes
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Megerdoomian, Karine. Computational Linguistics. Edited by Anousha Sedighi and Pouneh Shabani-Jadidi. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780198736745.013.19.

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This chapter introduces the fields of Computational Linguistics (CL)—the computational modelling of linguistic representations and theories—and Natural Language Processing (NLP)—the design and implementation of tools for automated language understanding and production—and discusses some of the existing tensions between the formal approach to linguistics and the current state of the research and development in CL and NLP. The paper goes on to explain the specific challenges faced by CL and NLP for Persian, much of it derived from the intricacies presented by the Perso-Arabic script in automatic
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Book chapters on the topic "Test automation tools"

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Matsinopoulos, Panos. "Useful RSpec Tools." In Practical Test Automation. Apress, 2020. http://dx.doi.org/10.1007/978-1-4842-6141-5_5.

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Axelrod, Arnon. "People and Tools." In Complete Guide to Test Automation. Apress, 2018. http://dx.doi.org/10.1007/978-1-4842-3832-5_3.

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Zhang, Jian, Zhiqiang Zhang, and Feifei Ma. "Tools and Benchmarks." In Automatic Generation of Combinatorial Test Data. Springer Berlin Heidelberg, 2014. http://dx.doi.org/10.1007/978-3-662-45919-5_7.

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Bigot, Céline, Alain Faivre, Jean-Pierre Gallois, et al. "Automatic Test Generation with AGATHA." In Tools and Algorithms for the Construction and Analysis of Systems. Springer Berlin Heidelberg, 2003. http://dx.doi.org/10.1007/3-540-36577-x_43.

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Barth, Max, Daniel Dietsch, Matthias Heizmann, and Marie-Christine Jakobs. "Ultimate TestGen: Test-Case Generation with Automata-based Software Model Checking (Competition Contribution)." In Fundamental Approaches to Software Engineering. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-57259-3_20.

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AbstractWe introduce Ultimate TestGen, a novel tool for automatic test-case generation. Like many other test-case generators, Ultimate TestGen builds on verification technology, i.e., it checks the (un)reachability of test goals and generates test cases from counterexamples. In contrast to existing tools, it applies trace abstraction, an automata-theoretic approach to software model checking, which is implemented in the successful verifier Ultimate Automizer. To avoid that the same test goal is reached again, Ultimate TestGen extends the automata-theoretic model checking approach with error au
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Jalabert, Antoine, Srinivasan Murali, Luca Benini, and Giovanni De Micheli. "xpipesCompiler: A Tool for Instantiating Application-Specific Networks on Chip." In Design, Automation, and Test in Europe. Springer Netherlands, 2008. http://dx.doi.org/10.1007/978-1-4020-6488-3_12.

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Johnson, Peter, and Mariana Lilley. "Software Prototype for the Ensemble of Automated Accessibility Evaluation Tools." In Communications in Computer and Information Science. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-06417-3_71.

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AbstractWeb accessibility evaluation is concerned with assessing the extent to which web content meets accessibility guidelines. Web accessibility evaluation is typically conducted using manual inspection, user testing and automated testing. The process of automating aspects of accessibility evaluation is of interest to accessibility evaluation practitioners due to manual evaluations requiring substantial time and effort [1]. The use of multiple evaluation tools is recommended [9, 9]; however, aggregating and summarising the results from multiple tools can be challenging [1].This paper present
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Linz, Tilo, and Matthias Daigl. "A Generic Approach in Automating Style Guide Tests." In Tools for Working with Guidelines. Springer London, 2001. http://dx.doi.org/10.1007/978-1-4471-0279-3_10.

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Bozga, Marius, Jean-Claude Fernandez, and Lucian Ghirvu. "Using Static Analysis to Improve Automatic Test Generation." In Tools and Algorithms for the Construction and Analysis of Systems. Springer Berlin Heidelberg, 2000. http://dx.doi.org/10.1007/3-540-46419-0_17.

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Roberts, Ian, Andres Garcia Silva, Cristian Berrìo Aroca, et al. "Language Technology Tools and Services." In European Language Grid. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-17258-8_7.

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AbstractAt the time of writing, the European Language Grid includes more than 800 LT services of varied types, including machine translation (MT), automatic speech recognition (ASR), text-to-speech synthesis (TTS), and text analysis ranging from simple tokenisers and part-of-speech taggers through to complete named entity recognition and sentiment analysis systems. This chapter gives a high-level summary of the development of the ELG service catalogue over time and digs deeper to discuss the process of service integration by looking at a few example services.
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Conference papers on the topic "Test automation tools"

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Mioto, Vinícius, and Fabio Petrillo. "A Mapping of Recording-based Game Test Automation Tools." In 2025 IEEE/ACM 9th International Workshop on Games and Software Engineering (GAS). IEEE, 2025. https://doi.org/10.1109/gas66647.2025.00006.

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Schafer, Benjamin Carrion, and Chaitali G. Sathe. "Circumventing Restrictions in Commercial High-Level Synthesis Tools." In 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 2024. http://dx.doi.org/10.23919/date58400.2024.10546631.

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Correia, Carlos, Alberto Rodrigues da Silva, and Victor Lobo. "Cybersecurity Test Automation: Experiences with RPA tools and ZAP Technologies Using ASL4RPA." In 2024 International Conference on Electrical, Computer and Energy Technologies (ICECET). IEEE, 2024. http://dx.doi.org/10.1109/icecet61485.2024.10698536.

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Guo, Zhen-Yang, Zi-Long You, Shuo-Han Chen, Shiang-Jiun Chen, and Chuan-Ming Liu. "An Automation Tool Converting Test Steps into Keywords for Automated Test Development." In 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, 2024. http://dx.doi.org/10.1109/compsac61105.2024.00225.

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Serio, Michael A., David S. Pines, Erik Kroo, Kim S. Knight, Peter R. Solomon, and Anthony S. Bonanno. "Novel test instrument for fuel thermal stability." In Optical Tools for Manufacturing and Advanced Automation, edited by Stuart Farquharson and Jeremy M. Lerner. SPIE, 1993. http://dx.doi.org/10.1117/12.166291.

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Sifakis, J. "Methods and tools for component-based system design." In 2011 Design, Automation & Test in Europe. IEEE, 2011. http://dx.doi.org/10.1109/date.2011.5763166.

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Jin, Yier. "EDA tools trust evaluation through security property proofs." In Design Automation and Test in Europe. IEEE Conference Publications, 2014. http://dx.doi.org/10.7873/date.2014.260.

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Jin, Yier. "EDA tools trust evaluation through security property proofs." In Design Automation and Test in Europe. IEEE Conference Publications, 2014. http://dx.doi.org/10.7873/date2014.260.

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"Is there a Market for SystemC Tools?" In Proceedings. Design, Automation and Test in Europe. IEEE, 2005. http://dx.doi.org/10.1109/date.2005.190.

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Saifhashemi, Arash, Hsin-Ho Huang, Priyanka Bhalerao, and Peter A. Beerel. "Logical Equivalence Checking of Asynchronous Circuits using Commercial Tools." In Design, Automation and Test in Europe. IEEE Conference Publications, 2015. http://dx.doi.org/10.7873/date.2015.0299.

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Reports on the topic "Test automation tools"

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CALS TEST NETWORK WRIGHT-PATTERSON AFB OH. Air Force CALS Test Bed Technical Analysis Report Tools for Test Bed Procedure Automation. Defense Technical Information Center, 1992. http://dx.doi.org/10.21236/ada312618.

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Kolawa, A., B. Strickland, and A. Hicken. Automatic Test Data Generation Tool for Large- Scale Software Systems. Defense Technical Information Center, 1994. http://dx.doi.org/10.21236/ada289081.

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Adam, Gaelen, Melinda Davies, Jerusha George, et al. Machine Learning Tools To (Semi-)Automate Evidence Synthesis: A Rapid Review and Evidence Map. AHRQ, 2025. https://doi.org/10.23970/ahrqepcwhitepapermachine2.

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Introduction. Tools that leverage machine learning, a subset of artificial intelligence, are becoming increasingly important for conducting evidence synthesis as the volume and complexity of primary literature expands exponentially. In response, we have created a living rapid review and evidence map to understand existing research and identify available tools. Methods. We searched PubMed, Embase, and the ACM Digital Library from January 1, 2021, to April 3, 2024, with update searches on October 3, 2024, and April 3, 2025, for comparative studies, and identified older studies using the referenc
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Adam, Gaelen P., Melinda Davies, Jerusha George, et al. Machine Learning Tools To (Semi-) Automate Evidence Synthesis. Agency for Healthcare Research and Quality (AHRQ), 2025. https://doi.org/10.23970/ahrqepcwhitepapermachine.

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Introduction. Tools that leverage machine learning, a subset of artificial intelligence, are becoming increasingly important for conducting evidence synthesis as the volume and complexity of primary literature expands exponentially. In response, we have created a living rapid review and evidence map to understand existing research and identify available tools. Methods. We searched PubMed, Embase, and the ACM Digital Library from January 1, 2021, to April 3, 2024, for comparative studies, and identified older studies using the reference lists of existing evidence synthesis products (ESPs). We p
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Fowler, Camilla. Automation in transport - Leading the UK to a driverless future. TRL, 2021. http://dx.doi.org/10.58446/tawj9464.

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The gap between technology development and automated vehicle deployment has been underestimated and the challenges involved with delivering autonomy have been far greater and more complex than first envisaged. TRL believe that in order for the UK to achieve its potential for automation in transport, the following activities are key in overcoming these challenges: Develop a UK regulatory approval system that enables the safe and secure deployment of automated vehicles in the future. A flexible and responsive regulatory system is needed that can enable innovation by streamlining entry into emerg
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Volkova, Nataliia P., Nina O. Rizun, and Maryna V. Nehrey. Data science: opportunities to transform education. [б. в.], 2019. http://dx.doi.org/10.31812/123456789/3241.

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The article concerns the issue of data science tools implementation, including the text mining and natural language processing algorithms for increasing the value of high education for development modern and technologically flexible society. Data science is the field of study that involves tools, algorithms, and knowledge of math and statistics to discover knowledge from the raw data. Data science is developing fast and penetrating all spheres of life. More people understand the importance of the science of data and the need for implementation in everyday life. Data science is used in business
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Liu, Peng, Kyehwan Lee, Fernando J. Cintrón, et al. Blueprint for deploying 5G O-RAN testbeds :. National Institute of Standards and Technology (U.S.), 2024. https://doi.org/10.6028/nist.ir.2311.

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This documentation serves as a blueprint for new researchers, offering a comprehensive guide on establishing an Open Radio Access Network (O-RAN) testbed from scratch. It details the O-RAN architecture and the supporting software stacks required for each component, and provides both aggregated and disaggregated deployment scenarios tested on our testbeds. The guide provides thorough installation instructions for each software stack we tested. In addition, a testbed example of a disaggregated scenario is used to demonstrate proper configurations and practical operations to test the connection a
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Gaponenko, Artiom, and Andrey Golovin. Electronic magazine with rating system of an estimation of individual and collective work of students. Science and Innovation Center Publishing House, 2017. http://dx.doi.org/10.12731/er0043.06102017.

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«The electronic magazine with rating system of an estimation of individual and collective work of students» (EM) is developed in document Microsoft Excel with use of macros. EM allows to automate all the calculated operations connected with estimation of amount scored by students in each form of the current control. EM provides automatic calculation of rating of the student with reflection of a maximum quantity of the points received in given educational group. The rating equal to “1” is assigned to the student who has got a maximum quantity of points for the certain date. For the other studen
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Boruchowicz, Cynthia, Florencia López Bóo, Benjamin Roseth, and Luis Tejerina. Default Options: A Powerful Behavioral Tool to Increase COVID-19 Contact Tracing App Acceptance in Latin America? Inter-American Development Bank, 2020. http://dx.doi.org/10.18235/0002983.

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Being able to follow the chain of contagion of COVID-19 is important to help save lives and control the epidemic without sustained costly lockdowns. This is especially relevant in Latin America, where economic contractions have already been the largest in the regions history. Given the high rates of transmission of COVID-19, relying only in manual contact tracing might be infeasible. Acceptability and uptake of contact tracing apps with exposure notifications is key for the implementation the “test, trace and treat” triad. In the first study of its kind in Latin America, we find that for a nat
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Hibbert, Angela, Jue Lin, and Begona Pérez Gómez. Automated tide gauge data quality control software and report. EuroSea, 2023. http://dx.doi.org/10.3289/eurosea_d5.7.

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The WP5 Coastal Resilience and Operational Services demonstrator aims to design and deploy innovative sea level monitoring systems, integrating their observations with downscaled model forecasts into an alert-based monitoring and forecasting tool (OSPAC) that is design for use by ports and local authorities. As part of this data integration process, sea level observations must be quality-controlled in near real-time, to minimise the risk of false alarms. This has historically been achieved using an established open-source software package (SELENE). Recent progress using automatic quality contr
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