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Code Generation by Example Using Symbolic Machine Learning
Code generation is a key technique for model-driven engineering (MDE) approaches of software construction. Code generation enables the synthesis of...
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Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
Model transformations are central to model-driven software development. Applications of model transformations include creating models, handling model...
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A digital image colorimetry approach for identifying fuel types in downstream petroleum sector
Industry 4.0 in the petroleum sector integrates the advancement of Internet of Things (IoT) applications to increase automation and digitization....
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A generic LSTM neural network architecture to infer heterogeneous model transformations
Models capture relevant properties of systems. During the models’ life-cycle, they are subjected to manipulations with different goals such as...
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Using recommender systems to improve proactive modeling
This article investigates using recommender systems within graphical domain-specific modeling languages (DSMLs). The objective of using recommender...
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An Investigation of Currently Used Aspects in Model Transformation Development
In Model driven development, a transformation chain is responsible for the conversion of high abstraction level models into other models until code...
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Dynamic Provisioning of Service Composition in a Multi-Tenant SaaS Environment
Multi-tenant service composition has become a common delivery model for business processes in cloud computing. To dynamically support the workload...
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Using model-driven engineering to automate software language translation
The porting or translation of software applications from one programming language to another is a common requirement of organisations that utilise...
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Multi-criteria test cases selection for model transformations
Model transformations play an important role in the evolution of systems in various fields such as healthcare, automotive and aerospace industry....
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Resilient N-Body Tree Computations with Algorithm-Based Focused Recovery: Model and Performance Analysis
This paper presents a model and performance study for Algorithm-Based Focused Recovery (ABFR) applied to N-body computations, subject to latent...
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Correlation Coefficient Based Cluster Data Preprocessing and LSTM Prediction Model for Time Series Data in Large Aircraft Test Flights
The Long Short-Term Memory (LSTM) model has been applied in recent years to handle time series data in multiple application domains, such as speech...
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A local and global tour on MOMoT
Many model transformation scenarios require flexible execution strategies as they should produce models with the highest possible quality. At the...
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Automatic Inference of Rule-Based Specifications of Complex In-place Model Transformations
Optimal support for continuous evolution in model-based software development requires tool environments to be customisable to domain-specific...
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Example-driven modeling: on effects of using examples on structural model comprehension, what makes them useful, and how to create them
We present a controlled experiment for the empirical evaluation of example-driven modeling (EDM), an approach that systematically uses examples for...
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A survey on search-based model-driven engineering
Model-driven engineering (MDE) and search-based software engineering (SBSE) are both relevant approaches to software engineering. MDE aims to raise...
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Context-based unsupervised ensemble learning and feature ranking
In ensemble systems, several experts, which may have access to possibly different data, make decisions which are then fused by a combiner...
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Type inference in flexible model-driven engineering using classification algorithms
Flexible or bottom-up model-driven engineering (MDE) is an emerging approach to domain and systems modelling. Domain experts, who have detailed...
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Guest editorial for special section on success and failure in software engineering
Many papers investigate success and failure of software projects from diverse perspectives, leading to a myriad of antecedents, causes, correlates,...
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Model Transformation by Example Driven ATL Transformation Rules Development Using Model Differences
The use of Model Driven Development (MDD) approach is increasing in industry. MDD approach raises the level of abstraction using models as main...
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VMTL: a language for end-user model transformation
Model transformation is a key enabling technology of Model-Driven Engineering (MDE). Existing model transformation languages are shaped by and for...
