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Software-based dialogue systems: Survey, taxonomy and challenges
(2023-05)
Article
Open AccessThe use of natural language interfaces in the field of human-computer interaction is undergoing intense study through dedicated scientific and industrial research. The latest contributions in the field, including deep ... -
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence
(Elsevier, 2022-09)
Article
Restricted access - publisher's policyThe evolution of High-Performance Computing (HPC) platforms enables the design and execution of progressively larger and more complex workflow applications in these systems. The complexity comes not only from the number ... -
Software engineering for AI-based systems: A survey
(2022-04-01)
Article
Open AccessAI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image-, speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to ... -
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis
(Springer Nature, 2021-12-01)
Article
Open AccessPeople express their opinions and views in different and often ambiguous ways, hence the meaning of their words is often not explicitly stated and frequently depends on the context. Therefore, it is difficult for machines ... -
On the requirements engineer role
(2021-06)
Article
Open AccessThe requirements engineer role is defined differently within most organizations. -
Strategies to manage quality requirements in agile software development: a multiple case study
(Springer, 2021-03)
Article
Open AccessAgile methods can deliver software that fulfills customer needs rapidly and continuously. Quality requirements (QRs) are important in this regard; however, detailed studies on how companies applying agile methods to manage ... -
Use and misuse of the term "Experiment" in mining software repositories research
(2022-11-01)
Article
Open AccessThe significant momentum and importance of Mining Software Repositories (MSR) in Software Engineering (SE) has fostered new opportunities and challenges for extensive empirical research. However, MSR researchers seem to ... -
Data pre-processing pipeline generation for AutoETL
(Elsevier, 2022-09)
Article
Restricted access - publisher's policyData pre-processing plays a key role in a data analytics process (e.g., applying a classification algorithm on a predictive task). It encompasses a broad range of activities that span from correcting errors to selecting ... -
Quality measurement in agile and rapid software development: A systematic mapping
(2022-04)
Article
Open AccessContext: In despite of agile and rapid software development (ARSD) being researched and applied extensively, managing quality requirements (QRs) are still challenging. As ARSD processes produce a large amount of data, ... -
An alternative view on data processing pipelines from the DOLAP 2019 perspective
(Elsevier, 2020-09)
Article
Open AccessData science requires constructing data processing pipelines (DPPs), which span diverse phases such as data integration, cleaning, pre-processing, and analysis. However, current solutions lack a strong data engineering ... -
High-level ETL for semantic data warehouses
(2022)
Article
Open AccessThe popularity of the Semantic Web (SW) encourages organizations to organize and publish semantic data using the RDF model. This growth poses new requirements to Business Intelligence (BI) technologies to enable On-Line ... -
A study about the knowledge and use of requirements engineering standards in industry
(2022-09-01)
Article
Open AccessContext. The use of standards is considered a vital part of any engineering discipline. So one could expect that standards play an important role in Requirements Engineering (RE) as well. However, little is known about the ...
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