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Reference models in form of best practices are an essential element to ensured knowledge as design for reuse. Popular modeling approaches do not offer mechanisms to embed reference models in a supporting way, let alone a repository of it.…

数据库 · 计算机科学 2024-07-02 Erik Heiland , Peter Hillmann , Andreas Karcher

Machine learning (ML) algorithms generate a continuous stream of success stories from various domains and enable many novel applications in safety-critical systems. With the advent of autonomous driving, ML algorithms are being used in the…

机器学习 · 计算机科学 2021-01-20 Krystian Radlak , Michał Szczepankiewicz , Tim Jones , Piotr Serwa

More and more software practitioners are tackling towards industrial applications of artificial intelligence (AI) systems, especially those based on machine learning (ML). However, many of existing principles and approaches to traditional…

计算机与社会 · 计算机科学 2019-08-07 Hiroshi Kuwajima , Fuyuki Ishikawa

In the international standard for system and software engineering ISO/IEC/IEEE 15288: 2015, the output of the stakeholder needs and the business or mission analysis technical processes are transformed into a technical view of the system by…

软件工程 · 计算机科学 2023-02-14 Siyuan Ji , Charles E. Dickerson , Michael Wilkinson

Microelectronic design verification remains a critical bottleneck in device development, traditionally mitigated by expanding verification teams and computational resources. Since the late 1990s, machine learning (ML) has been proposed to…

硬件体系结构 · 计算机科学 2025-03-18 Christopher Bennett , Kerstin Eder

The rapid deployment of Internet of Things (IoT) applications leads to massive data that need to be processed. These IoT applications have specific communication requirements on latency and bandwidth, and present new features on their…

网络与互联网体系结构 · 计算机科学 2021-04-27 Di Wu , Xiaofeng Xie , Xiang Ni , Bin Fu , Hanhui Deng , Haibo Zeng , Zhijin Qin

The integration of industrial automation systems and software agents has been practiced for many years. However, such an integration is usually done by experts and there is no consistent way to assess these practices and to optimally select…

软件工程 · 计算机科学 2021-08-09 Stamatis Karnouskos , Roopak Sinha , Paulo Leitão , Luis Ribeiro , Thomas. I. Strasser

Industrial defect detection is vital for upholding product quality across contemporary manufacturing systems. As the expectations for precision, automation, and scalability intensify, conventional inspection approaches are increasingly…

计算机视觉与模式识别 · 计算机科学 2025-07-21 Yuqi Cheng , Yunkang Cao , Haiming Yao , Wei Luo , Cheng Jiang , Hui Zhang , Weiming Shen

Objective: To design and evaluate a general framework for interactive record linkage using a convenient algorithm combined with tractable Human Intelligent Tasks (HITs; i.e. micro tasks requiring human judgment) that can support…

人机交互 · 计算机科学 2021-02-17 Mohammad Karim , Mahin Ramezani , Tenaya Sunbury , Robert Ohsfeldt , Hye-Chung Kum

Requirements quality is central to successful software and systems engineering. Empirical research on quality defects in natural language requirements relies heavily on datasets, ideally as realistic and representative as possible. However,…

软件工程 · 计算机科学 2025-08-13 Henning Femmer , Frank Houdek , Max Unterbusch , Andreas Vogelsang

In low- and middle-income countries (LMICs), a significant proportion of medical diagnostic equipment remains underutilized or non-functional due to a lack of timely maintenance, limited access to technical expertise, and minimal support…

Implantable and wearable medical devices (IWMDs) are widely used for the monitoring and therapy of an increasing range of medical conditions. Improvements in medical devices, enabled by advances in low-power processors, more complex…

密码学与安全 · 计算机科学 2021-03-03 Malin Prematilake , Younghyun Kim , Vijay Raghunathan , Anand Raghunathan , N. K. Jha

Software Engineering activities are information intensive. Research proposes Information Retrieval (IR) techniques to support engineers in their daily tasks, such as establishing and maintaining traceability links, fault identification, and…

软件工程 · 计算机科学 2023-08-24 Michael Unterkalmsteiner , Tony Gorschek , Robert Feldt , Niklas Lavesson

Centralized electrical/electronic architectures and High-Performance Computers (HPCs) are redefining automotive software development, challenging traditional microcontroller-based approaches. Ensuring real-time, safety, and scalability in…

软件工程 · 计算机科学 2025-06-09 Lucas Mauser , Eva Zimmermann , Pavel Nedvědický , Tobias Eisenreich , Moritz Wäschle , Stefan Wagner

Long-term availability of minerals and industrial materials is a necessary condition for sustainable development as they are the constituents of any manufacturing product. To enhance the efficiency of material management, we define a…

计算机视觉与模式识别 · 计算机科学 2023-03-07 Federico Zocco , Seán McLoone , Beatrice Smyth

Making cities smarter help improve city services and increase citizens' quality of life. Information and communication technologies (ICT) are fundamental for progressing towards smarter city environments. Smart City software platforms…

计算机与社会 · 计算机科学 2024-01-24 Eduardo Felipe Zambom Santana , Ana Paula Chaves , Marco Aurelio Gerosa , Fabio Kon , Dejan Milojicic

The vision encompassing Smart and Software-defined Buildings (SSDB) is becoming more and more popular and its implementation is now more accessible due to the widespread adoption of the IoT infrastructure. Some of the most important…

软件工程 · 计算机科学 2019-02-26 Manuel Mazzara , Ilya Afanasyev , Smruti R. Sarangi , Salvatore Distefano , Vivek Kumar

Industrial Internet of Things (IIoT) technologies have revolutionized industrial processes, enabling smart automation, real-time data analytics, and improved operational efficiency across diverse industry sectors. IIoT testbeds play a…

网络与互联网体系结构 · 计算机科学 2024-07-02 Tianyu Zhang , Chuanyu Xue , Jiachen Wang , Zelin Yun , Natong Lin , Song Han

Machine learning (ML) in medicine has transitioned from research to concrete applications aimed at supporting several medical purposes like therapy selection, monitoring and treatment. Acceptance and effective adoption by clinicians and…

Advanced medical devices exploit the advantages of embedded software whose development is subject to compliance with stringent requirements of standardization and certification regimes due to the critical nature of such systems. This paper…

软件工程 · 计算机科学 2017-06-21 Atif Mashkoor