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This article presents the current state of ML-security and of the documentation of ML-based systems, models and datasets in research and practice based on an extensive review of the existing literature. It shows a generally low awareness of…

Cryptography and Security · Computer Science 2025-07-17 Cara Ellen Appel

The number of machine learning, artificial intelligence or data science related software engineering projects using Agile methodology is increasing. However, there are very few studies on how such projects work in practice. In this paper,…

Software Engineering · Computer Science 2019-12-17 Kushal Singla , Joy Bose , Chetan Naik

Background: Accurate effort estimation is crucial for planning in Agile iterative development. Agile estimation generally relies on consensus-based methods like planning poker, which require less time and information than other formal…

Software Engineering · Computer Science 2024-05-06 Jirat Pasuksmit , Patanamon Thongtanunam , Shanika Karunasekera

In the past decades, the revolutionary advances of Machine Learning (ML) have shown a rapid adoption of ML models into software systems of diverse types. Such Machine Learning Software Applications (MLSAs) are gaining importance in our…

Software Engineering · Computer Science 2021-07-12 Md Abdullah Al Alamin , Gias Uddin

The purpose of this study is to identify the characteristics of Agile development processes that impact user satisfaction. We used user reviews of OSS smartphone apps and various data from version control systems to examine the…

Software Engineering · Computer Science 2023-06-07 Minshun Yang , Seiji Sato , Hironori Washizaki , Yoshiaki Fukazawa , Juichi Takahashi

Effort estimation is an integral part of activities planning in Agile iterative development. An Agile team estimates the effort of a task based on the available information which is usually conveyed through documentation. However, as…

Software Engineering · Computer Science 2021-07-07 Jirat Pasuksmit , Patanamon Thongtanunam , Shanika Karunasekera

Optimizing the quality of software is a function of the degree of reviews made during the early life of a software development process. Reviews detect errors and potential errors early in the software development process. The errors…

Software Engineering · Computer Science 2014-12-11 Inibehe Emmanuel Akpannah

Code comments are important artifacts in software systems and play a paramount role in many software engineering (SE) tasks related to maintenance and program comprehension. However, while it is widely accepted that high quality matters in…

Software Engineering · Computer Science 2023-04-26 Pooja Rani , Arianna Blasi , Nataliia Stulova , Sebastiano Panichella , Alessandra Gorla , Oscar Nierstrasz

A software architect uses quality requirements to design the architecture of a system. However, it is essential to ensure that the system's final architectural design achieves the standard quality requirements. The existing architectural…

Software Engineering · Computer Science 2021-05-21 Ritu Kapur , Sumit Kalra , Kamlesh Tiwari , Geetika Arora

In software development, privacy preservation has become essential with the rise of privacy concerns and regulations such as GDPR and CCPA. While several tools, guidelines, methods, methodologies, and frameworks have been proposed to…

Software Engineering · Computer Science 2025-05-01 Tharaka Wijesundara , Matthew Warren , Nalin Asanka Gamagedara Arachchilage

It is well known that the software process in place impacts the quality of the resulting product. However, the specific way in which this effect occurs is still mostly unknown and reported through anecdotes. To gather a better understanding…

Software Engineering · Computer Science 2016-02-24 Rasul Tumyrkin , Manuel Mazzara , Mohammad Kassab , Giancarlo Succi , JooYoung Lee

Improving software process to achieve high quality in a software development organization is the key factor to success. Bangladeshi software firms have not experienced much in this particular area in comparison to other countries. The ISO…

Software Engineering · Computer Science 2010-08-20 Zerina Begum , Mohammed Shafiul Alam Khan , Mohd. Zulfiquar Hafiz , Md. Saiful Islam , Md. Shoyaib

Defects in requirements specifications can have severe consequences during the software development lifecycle. Some of them result in overall project failure due to incorrect or missing quality characteristics such as security. There are…

Software Engineering · Computer Science 2019-06-28 H. Villamizar , A. A. Neto , M. Kalinowski , A. Garcia , D. Mendez Fernández

One of the prerequisites of any organization is an unvarying sustainability in the dynamic and competitive industrial environment. Development of high quality software is therefore an inevitable constraint of any software industry. Defect…

Software Engineering · Computer Science 2012-04-03 T. R. Gopalakrishnan Nair , V. Suma , Pranesh Kumar Tiwari

Non-functional requirements (NFR), which include performance, availability, and maintainability, are vitally important to overall software quality. However, research has shown NFRs are, in practice, poorly defined and difficult to verify.…

Software Engineering · Computer Science 2021-03-16 Colin Werner , Ze Shi Li , Derek Lowlind , Omar Elazhary , Neil Ernst , Daniela Damian

Formal Methods (FMs) are currently essential for verifying the safety and reliability of software systems. However, the specification writing in formal methods tends to be complex and challenging to learn, requiring familiarity with various…

Software Engineering · Computer Science 2024-04-30 Jianyu Zhang , Long Zhang , Yixuan Wu , Feng Yang

Teaching the software engineers of the future to write high-quality code with good style and structure is important. This systematic literature review identifies existing instructional approaches, their objectives, and the strategies used…

Software Engineering · Computer Science 2025-02-26 Sara Nurollahian , Hieke Keuning , Eliane Wiese

Digitalization efforts often face a key challenge: business processes must not only be efficient in achieving their goals but also adhere to legal regulations. Business process compliance refers to aligning processes with these regulations.…

Software Engineering · Computer Science 2024-10-16 Hugo A. López , Thomas T. Hildebrandt

Context: Software code review aims to early find code anomalies and to perform code improvements when they are less expensive. However, issues and challenges faced by developers who do not apply code review practices regularly are unclear.…

Software Engineering · Computer Science 2020-08-04 Marcos Dosea , Claudio Sant'Anna , Ythanna Oliveira , Methanias Colaco Junior

Agile software development methods have been suggested as useful in many situations and contexts. However, only few (if any) experiences are available regarding the use of agile methods in embedded domain where the hardware sets tight…

Software Engineering · Computer Science 2017-11-27 Jussi Ronkainen , Pekka Abrahamsson
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