Resolvi: A Reference Architecture for Extensible, Scalable and Interoperable Entity Resolution (2025)

arXiv.org Authors Andrei Olar Abstract Context: Entity resolution (ER) plays a pivotal role in data management by determining whether multiple records correspond to the same real-world entity. Because of its critical importance across domains such as healthcare, finance, and machine learning and its long research history designing and implementing ER systems remains challenging in…

Facilitating Model Training With Automated Techniques (2023)

Studia Universitatis Babeș-Bolyai Informatica Authors B. Mursa, Mátyás Kuti-Kreszács, Cristiana Moroz-Dubenco, Florentin Bota Abstract Automating artificial intelligence (AI) model training has emerged as a significant challenge in the field of automation. The complete pipeline from raw data to model deployment poses the need to define robust processes that ensure the efficiency of the services…

Comparing Automatic Approaches for Mvc Architecture Detection in Ios Codebases (2022)

Social Science Research Network Authors D. Dobrean, L. Dioşan Abstract Model View Controller (MVC) is one of the most widespread and used software architecture in client-side software. We are interested in automatically inferring and analyzing MVC architectures from mobile application codebases that could help to identify the architectural problems earlier in the development process,…

On What Kind of Applications Can Clustering Be Used for Inferring MVC Architectural Layers? (2022)

Integrated Spatial Databases Authors D. Dobrean, L. Dioşan Abstract Mobile applications are one of the most used pieces of software nowadays, as they continue to expand, the architecture of those software systems becomes more important. In the fast-paced domain of the mobile world, the applications need to be developed rapidly and they need to…

A Hybrid Complexity Metric in Automatic Software Defects Prediction (2022)

International Conference on Software and Data Technologies Authors L. Cernau, L. Dioşan, C. Serban Abstract Nowadays, software systems evolve in vast and complex applications. In such a complex system, a minor change in one part may have unexpected degradation of the software system design, leading to an unending chain of bugs and defects. Therefore,…

Validating HyDe: Intelligent Method for Inferring Software Architectures from Mobile Codebase (2021)

International Conference on Evaluation of Novel Approaches to Software Engineering Authors D. Dobrean, L. Dioşan Abstract Interacting with businesses, searching for information, or accessing news and entertainment sources all have a common feature, they are predominately accessed nowadays from mobile applications. The software architecture used in building those kinds of products represents a major…