International Conference on Evaluation of Novel Approaches to Software Engineering Authors Virginia Niculescu, H. Greblă, Adrian Sterca, Darius Bufnea Abstract On account of the extreme expansion of the scientific research paper databases, the usage of searching and recommender systems in this area increased, as they can help researchers find appropriate papers by searching in…
Diagnostics Authors B. Boca, C. Caraiani, T. Telecan, R. Pintican, A. Lebovici, I. Andraș, N. Crisan, Alexandru Pavel, L. Dioşan, Z. Bálint, M. Lupșor-Platon, M. Buruian Abstract Background: With the recent introduction of vesical imaging reporting and data system (VI-RADS), magnetic resonance imaging (MRI) has become the main imaging method used for the preoperative…
Studia Universitatis Babeș-Bolyai Informatica Authors Sergiu Limboi Abstract Identifying the sentiment of collected tweets has become a challenging and interesting task. In addition, mining and defining relevant features that can improve the quality of a classification system is crucial. The data modeling phase is fundamental for the whole process since it can reveal hidden…
International Symposium on Applied Machine Intelligence and Informatics Authors Anikó Kopacz, Ágnes Mester, S'andor Kolumb'an, Lehel Csató Abstract We propose a train rescheduling algorithm which applies a standardized feature selection based on pairwise conflicts in order to serve as input for the reinforcement learning framework. We implement an analytical method which identifies and optimally…
International Conference on Computational Photography Authors Sergiu Limboi, L. Dioşan Abstract Twitter Sentiment Analysis shows several challenges due to the platform’s features (e.g., short messages, colloquial style, etc.). People want to express their ideas related to personality, events, or breaking news. Social media is one of the fastest ways to express opinions, and research…
Oral Radiology/Springer Authors Sorana Mureșanu, O. Almășan, M. Hedeșiu, L. Dioşan, C. Dinu, R. Jacobs Abstract This study aimed at performing a systematic review of the literature on the application of artificial intelligence (AI) in dental and maxillofacial cone beam computed tomography (CBCT) and providing comprehensive descriptions of current technical innovations to assist future…
International Symposium on INnovations in Intelligent SysTems and Applications Authors Sergiu Limboi, L. Dioşan Abstract The USA presidential election in 2020 has aroused the interest of society as a whole. Social media plays an essential role in campaigns due to how people express their ideas about a candidate. Therefore, analyzing messages posted on environments…
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…
Soft Computing – A Fusion of Foundations, Methodologies and Applications Authors D. Dobrean, L. Dioşan Abstract In the last few years, we have seen an increase in the number of mobile applications and their usage. The architectural pattern and correctness represent a major factor in the success of a mobile project and its lifecycle.…
Symposium on Symbolic and Numeric Algorithms for Scientific Computing Authors Roxana Sipos-Lascu, L. Dioşan Abstract Image processing applications include image classification, image segmentation, image synthesis and many others. Each such task depends on extracting an effective set of features to characterize the images, and texture analysis has proven to output some of the most…