A software engineering perspective on engineering machine learning systems: State of the art and challenges
G Giray - Journal of Systems and Software, 2021 - Elsevier
Context: Advancements in machine learning (ML) lead to a shift from the traditional view of
software development, where algorithms are hard-coded by humans, to ML systems …
software development, where algorithms are hard-coded by humans, to ML systems …
An artificial intelligence life cycle: From conception to production
This paper presents the" CDAC AI life cycle," a comprehensive life cycle for the design,
development, and deployment of artificial intelligence (AI) systems and solutions. It …
development, and deployment of artificial intelligence (AI) systems and solutions. It …
[HTML][HTML] AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations
S Park, J yoon Lee, J Lee - Data & Knowledge Engineering, 2024 - Elsevier
With the advancement of AI technology, the successful AI adoption in organizations has
become a top priority in modern society. However, many organizations still struggle to …
become a top priority in modern society. However, many organizations still struggle to …
Advancing Translation Quality Assessment: Integrating AI Models for Real-time Feedback
With the use of AI models for real-time reception a feedback, this review attempts to show
how the assessment of the quality of translation is changing. The investigation covers …
how the assessment of the quality of translation is changing. The investigation covers …
A Framework to Model ML Engineering Processes
Towards an Evaluation Model to Quantitively Measure Toolchain Interoperability: A Case Study of Digital Hardware Design
JM Alvarez-Rodríguez, R Mendieta, E Cibrián… - Available at SSRN … - papers.ssrn.com
The development of complex systems is becoming more challenging than ever. The need of
continuously delivering new products in a timely and cost-effective manner is a cornerstone …
continuously delivering new products in a timely and cost-effective manner is a cornerstone …