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Platforms such as Stack Overflow are available for software practitioners to solicit solutions to their challenges and knowledge needs. The practices therein have in recent times however triggered quality related concerns. This is a…

软件工程 · 计算机科学 2020-10-26 Sarah Meldrum , Sherlock A. Licorish , Bastin Tony Roy Savarimuthu

The authors are doing the readers of Statistical Science a true service with a well-written and up-to-date overview of boosting that originated with the seminal algorithms of Freund and Schapire. Equally, we are grateful for high-level…

统计方法学 · 统计学 2008-12-18 Andreas Buja , David Mease , Abraham J. Wyner

To be informative, an evaluation must measure how well systems generalize to realistic unseen data. We identify limitations of and propose improvements to current evaluations of text-to-SQL systems. First, we compare human-generated and…

The Software Engineering (SE) community is prolific, making it challenging for experts to keep up with the flood of new papers and for neophytes to enter the field. Therefore, we posit that the community may benefit from a tool extracting…

软件工程 · 计算机科学 2021-08-24 Janusan Baskararajah , Lei Zhang , Andriy Miranskyy

Although agile software development methods have caught the attention of software engineers and researchers worldwide, scientific research still remains quite scarce. The aim of this study is to order and make sense of the different agile…

软件工程 · 计算机科学 2019-03-27 Pekka Abrahamsson , Nilay Oza , Mikko T. Siponen

Empirical Software Engineering has received much attention in recent years and became a de-facto standard for scientific practice in Software Engineering. However, while extensive guidelines are nowadays available for designing, conducting,…

软件工程 · 计算机科学 2025-01-14 Daniel Mendez , Paris Avgeriou , Marcos Kalinowski , Nauman bin Ali

The ultimate goal of all optimization methods is to solve real-world problems. For a successful project execution, knowledge about optimization and the application has to be pooled. As it is too inefficient to highly train one person in…

最优化与控制 · 数学 2016-07-19 Simon Wessing

Agile approaches tend to focus solely on scoping and simplicity rather than on problem solving and discovery. This hampers the development of innovative solutions. Additionally, little has been said about how to capture and represent the…

软件工程 · 计算机科学 2019-08-22 Ainhoa Aldave , Juan M. Vara , David Granada , Esperanza Marcos

New testing and development procedures and methods are needed to address topics like power system stability, operation and control in the context of grid integration of rapidly developing smart grid technologies. In this context, individual…

Many software developments projects fail due to quality problems. Software testing enables the creation of high quality software products. Since it is a cumbersome and expensive task, and often hard to manage, both its technical background…

软件工程 · 计算机科学 2015-03-17 Tim A. Majchrzak

Large Language Models (LLMs) are revolutionizing software engineering (SE), with special emphasis on code generation and analysis. However, their applications to broader SE practices including conceptualization, design, and other non-code…

软件工程 · 计算机科学 2025-06-16 Fabian C. Peña

Deep learning (DL) becomes increasingly pervasive, being used in a wide range of software applications. These software applications, named as DL based software (in short as DL software), integrate DL models trained using a large data corpus…

软件工程 · 计算机科学 2020-11-12 Zhenpeng Chen , Yanbin Cao , Yuanqiang Liu , Haoyu Wang , Tao Xie , Xuanzhe Liu

Software engineering concepts and processes are worthy of formal study; and yet we seldom formalize them. This "research ideas" article explores what a theory of software engineering could and should look like. Software engineering research…

软件工程 · 计算机科学 2025-02-25 Bertrand Meyer

Automated Essay scoring has been explored as a research and industry problem for over 50 years. It has drawn a lot of attention from the NLP community because of its clear educational value as a research area that can engender the creation…

计算与语言 · 计算机科学 2023-11-14 Yann Hicke , Tonghua Tian , Karan Jha , Choong Hee Kim

Regression testing is an essential activity to assure that software code changes do not adversely affect existing functionalities. With the wide adoption of Continuous Integration (CI) in software projects, which increases the frequency of…

软件工程 · 计算机科学 2022-09-07 Rongqi Pan , Mojtaba Bagherzadeh , Taher A. Ghaleb , Lionel Briand

Context: Adaptive monitoring is a method used in a variety of domains for responding to changing conditions. It has been applied in different ways, from monitoring systems' customization to re-composition, in different application domains.…

软件工程 · 计算机科学 2018-09-05 Edith Zavala , Xavier Franch , Jordi Marco

Emerging ontology authoring methods to add knowledge to an ontology focus on ameliorating the validation bottleneck. The verification of the newly added axiom is still one of trying and seeing what the reasoner says, because a systematic…

人工智能 · 计算机科学 2015-12-22 C. Maria Keet , Agnieszka Lawrynowicz

Serious games are simulation software designed to assist people in learning the practical concepts of various application fields such as Health, wellness, Education and Culture. People improve their individual knowledge, skills and attitude…

人机交互 · 计算机科学 2023-06-07 Shuja Ud Din , Muhammad Zeeshan Baig , Muhammad Khateeb Khan

Software development is a sociotechnical and human-centered endeavor in which human factors directly influence quality, productivity, and innovation capacity. In this context, career development in computing goes beyond technical mastery,…

软件工程 · 计算机科学 2026-05-01 Israely Lima , Lucas Moura Lourenço , Márcio Ribeiro , Ivan Machado , Carla Ilane Bezerra

In the literature, there is a rather clear segregation between manually written tests by developers and automatically generated ones. In this paper, we explore a third solution: to automatically improve existing test cases written by…

软件工程 · 计算机科学 2019-04-25 Benjamin Danglot , Oscar Luis Vera-Pérez , Benoit Baudry , Martin Monperrus