[PDF][PDF] Metamodel-Based Multi-View Modeling Framework for Machine Learning Systems.

JH Husen, H Washizaki, N Yoshioka, HT Tun… - …, 2023 - scitepress.org
Machine Learning systems provide different challenges for their development. However,
machine learning systems also require specific attention toward traditional aspects of …

Integrated multi-view modeling for reliable machine learning-intensive software engineering

JH Husen, H Washizaki, J Runpakprakun… - Software Quality …, 2024 - Springer
Abstract Development of machine learning (ML) systems differs from traditional approaches.
The probabilistic nature of ML leads to a more experimentative development approach …

A road-map to Readily Available Early Validation & Verification of System Behaviour in Model-Based Systems Engineering using Software Engineering Best Practices

J Cederbladh, A Cicchetti, R Jongeling - ACM Transactions on Software …, 2024 - dl.acm.org
In this article we discuss how we can facilitate the growing need for early validation and
verification (V&V) of system behaviour in Model-Based Systems Engineering (MBSyE) …

Multi-model evolution through model repair

P Stünkel, H König, A Rutle, Y Lamo - 2021 - hvlopen.brage.unit.no
Design and development of complex software systems usually comprises multiple inter-
related models, ie abstract representations of certain aspects of the underlying system. The …

Classifying changes to LabVIEW and simulink models via changeset metrics

S Popoola, X Zhao, J Gray… - Innovations in Systems …, 2024 - Springer
Automated classification of software changes can help to understand the reason why a
change was made. Support for the classification of changes can also guide the adoption of …

Ambidexterity and global IS project success: A theoretical model

G Lee, W DeLone, JA Espinosa - 2007 40th Annual Hawaii …, 2007 - ieeexplore.ieee.org
Increasingly more IS projects are globally dispersed. As a result, the success of IS projects
can be affected by various global boundaries such as geographical distance, time …

A group decision-making approach for global consistency of heterogeneous models

S Bennani, S Ebersold, M El Hamlaoui… - … Journal of Information …, 2022 - World Scientific
The design of complex systems goes through a multi-view paradigm in which separate
teams, from different viewpoints, build partial source models describing the system. These …

Classifying changes to models via changeset metrics

S Popoola, X Zhao, J Gray… - Proceedings of the 25th …, 2022 - dl.acm.org
Automated classification of software changes can help to understand the reason why a
change was made, guide the adoption of quality control practices as bugfix trends are …

A Model-Driven Approach to align Heterogeneous Models of a Complex System.

M El Hamlaoui, S Ebersold, S Bennani… - The Journal of Object …, 2021 - hal.science
To understand and manipulate a complex system, it is necessary to apply the separation of
concerns and produce separate models, called viewpoints models. These models represent …

Business process modelling augmented: model driven transformation of user stories to processes

K Baïna, M El Hamlaoui, H Kabbaj - Proceedings of the 13th International …, 2020 - dl.acm.org
The Purpose of our paper is to present a lightweight efficient approach for analysing user
stories backlog in order to generate a business process model. A review of literature has …