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While experimental reproduction remains a pillar of the scientific method, we observe that the software best practices supporting the reproduction of machine learning ( ML ) research are often undervalued or overlooked, leading both to poor…

Software Engineering · Computer Science 2025-09-03 Moritz Wolter , Lokesh Veeramacheneni , Charles Tapley Hoyt

Academic institutions and their staff use, adapt and create software. We're thinking of business tools used to carry out their mission: teaching management (Moodle) or subject teaching support (such as Maxima for formal calculus), for…

Computers and Society · Computer Science 2024-03-25 Nicolas Jullien

IT industries in current scenario have to struggle effectively in terms of cost, quality, service or innovation for their subsistence in the global market. Due to the swift transformation of technology, software industries owe to manage a…

Software Engineering · Computer Science 2014-02-12 Sangita Gupta , Suma V

As software has become more essential to research across disciplines, and as the recognition of this fact has grown, the importance of professionalizing the development and maintenance of this software has also increased. The community of…

Software Engineering · Computer Science 2023-04-03 Ian A. Cosden , Kenton McHenry , Daniel S. Katz

In the evolving landscape of scientific and scholarly research, effective collaboration between Research Software Engineers (RSEs) and Software Engineering Researchers (SERs) is pivotal for advancing innovation and ensuring the integrity of…

Software Engineering · Computer Science 2025-10-02 Nasir U. Eisty , Jeffrey C. Carver , Johanna Cohoon , Ian A. Cosden , Carole Goble , Samuel Grayson

There are both technical and social issues regarding the design of sustainable scientific software. Scientists want continuously evolving systems that capture the most recent knowledge while developers and architects want sufficiently…

Software Engineering · Computer Science 2015-10-16 John D. McGregor , J. Yates Monteith

Existing work on the practical impact of software engineering (SE) research examines industrial relevance rather than adoption of study results, hence the question of how results have been practically applied remains open. To answer this…

Software Engineering · Computer Science 2022-09-23 Zoe Kotti , Georgios Gousios , Diomidis Spinellis

To improve the reliability and efficiency of Web Software, the Testing Team should be creative and innovative. The experience and intuition of Tester also matters a lot and most often the destructive nature of Tester brings reliable…

Software Engineering · Computer Science 2019-03-05 Kamran Ali , Xia Xiaoling

This note highlights the importance of investigating diversity aspects in combination in empirical research. It draws on the psychological discourse and suggests why and how software engineering scholars can use the aspect of diversity in…

Software Engineering · Computer Science 2019-04-23 Lucas Gren

There is growing acknowledgement within the software engineering community that a theory of software development is needed to integrate the myriad methodologies that are currently popular, some of which are based on opposing perspectives.…

Software Engineering · Computer Science 2021-03-08 Diana Kirk , Stephen G. MacDonell

Technology organizations continuously invest in professional development, but face difficulties in transferring learning to project practice. This exploratory qualitative study investigates which improvements software engineering…

Software Engineering · Computer Science 2026-03-17 Rodrigo Siqueira , Danilo Monteiro Ribeiro

Empirical research in reverse engineering and software protection is crucial for evaluating the efficacy of methods designed to protect software against unauthorized access and tampering. However, conducting such studies with professional…

Software Engineering · Computer Science 2026-03-05 Tab , Zhang , Bjorn De Sutter , Christian Collberg , Bart Coppens , Waleed Mebane

Computational science relies on scientific software as its primary instrument for scientific discovery. Therefore, similar to the use of other types of scientific instruments, correct software and the correct operation of the software is…

Software Engineering · Computer Science 2024-05-20 Akash Dhruv , Rajeev Jain , Jared O'Neal , Klaus Weide , Anshu Dubey

In the last 15 years, software architecture has emerged as an important software engineering field for managing the development and maintenance of large, software- intensive systems. Software architecture community has developed numerous…

Software Engineering · Computer Science 2017-01-24 Davide Falessi , Muhammad Ali Babar , Giovanni Cantone , Philippe Kruchten

Research software is increasingly recognized as a vital component of the scholarly record. Journals offer authors the opportunity to publish research software papers, but often have different requirements for how these publications should…

Digital Libraries · Computer Science 2022-06-14 Nic Weber

Software Engineering is a constantly evolving subject area that faces new challenges every day as it tries to automate newer business processes. One of the key challenges to the success of a software solution is attaining sustainability.…

Software Engineering · Computer Science 2019-10-15 Asif Imran , Tevfik Kosar

Effort estimation is a key factor for software project success, defined as delivering software of agreed quality and functionality within schedule and budget. Traditionally, effort estimation has been used for planning and tracking project…

Software Engineering · Computer Science 2014-01-24 Adam Trendowicz , Jürgen Münch , Ross Jeffery

Complex software systems are among most sophisticated human-made systems, yet only little is known about the actual structure of 'good' software. We here study different software systems developed in Java from the perspective of network…

Social and Information Networks · Computer Science 2013-05-24 Lovro Šubelj , Marko Bajec

Large language models (LLMs) have been touted to enable increased productivity in many areas of today's work life. Scientific research as an area of work is no exception: the potential of LLM-based tools to assist in the daily work of…

Software Engineering · Computer Science 2024-04-24 Mohamed Nejjar , Luca Zacharias , Fabian Stiehle , Ingo Weber

While the methodological rigor of computing research has improved considerably in the past two decades, quantitative software engineering research is hampered by immature measures and inattention to theory. Measurement-the principled…

Software Engineering · Computer Science 2024-06-21 Paul Ralph , Miikka Kuutila , Hera Arif , Bimpe Ayoola