Machine Learning – Lucentia Research Group

New publications in June and July

Post published:28 de July de 2023
Post category:Aether-UA Balladeer Events

Several Lucentia research colleagues have recently published two articles within the framework of the BALLADEER and AETHER-UA projects Lucentia researchers have just had two publications published in June and July. Both articles, although different from each other, are part of the Balladeer and Aether-UA projects. The first paper, entitled "A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline", was presented at the 35th International Conference on Advanced Information Systems Engineering. In this #paper, Jorge García, Alejandro Maté and Juan Carlos Trujillo, propose a novel #methodology for improving the selection of #preprocessing techniques, both from the point of view of the #MachineLearning model and the characteristics of the data. The second article, entitled "Feature engineering of EEG applied to mental disorders: a systematic mapping study", has been published in the scientific journal Applied Intelligence. The authors, Sandra García, Jorge García, Miguel Ángel Teruel, Alejandro Maté and Juan Carlos Trujillo, through the review and analysis of more than 900 articles, present a #SystematicMappingStudy (SMS) focused…

Quantum development in Artificial Intelligence

Post published:28 de July de 2023
Post category:News

The University of Alicante and aQuantum agree on the creation of a research space for quantum development in Artificial Intelligence, formalised in two joint collaboration agreements Last Tuesday 21st February Lucentia Research was represented at the meeting of the University of Alicante and the company aQuantum Software Engineering, which had as purpose the formalization of the #collaboration agreement for the creation of a research space of #quantum development in #artificialintelligence. Juan Carlos Trujillo, the director of Lucentia, attended as representative of our research group. Regarding the signatories, both the rector of the University of Alicante, Amparo Navarro, and the COO of aQuantum, Guido Peterssen, were present. On the other hand, Esther Algarra, the secretary of the University of Alicante, Juan Mora, the Vice-Rector for Research, Antonio Jorge Pertusa, secretary of the University Research Institute, Mario Piattini, CRO of aQuantum and Aurelio Martínez, responsible for the application development line of aQuantum, also participated. Specifically, the two entities have been able to agree on two #collaboration agreements. Firstly, a framework agreement…

Elena Navarro meets with the Lucentia team

Post published:28 de July de 2023
Post category:Balladeer

The UCLM professor met with the Lucentia team to establish the lines of action for the coming months within the Balladeer project On the 16th of November, we had the visit of Elena María Navarro Martínez from Lucentia Research Group. We received Navarro to agree on different points to be carried out within the research being developed in the #Balladeer project. Elena Navarro is Professor of Computer Science at the University of Castilla-La Mancha (UCLM). In addition, she is currently an active member of the LOUISE Research Group at the UCLM. Her current research interests are requirements engineering, software architecture, model-driven development and human-computer interaction. Specifically, he has more than 20 years of experience as a teacher in software engineering, with special focus on the application of .NET technologies for the development of cloud applications. Elena Navarro on her visit to the University of Alicante Navarro is currently collaborating with Lucentia Research Group as a researcher on the #Balladeer project. It is for this reason that the researcher travelled…

Machine Learning applied to healthcare data

Post published:28 de July de 2023
Post category:Events
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Juan Carlos Trujillo presents a Machine Learning-based model capable of predicting deaths and patients at risk due to SARS-COV-2 at the 7th Meeting of ISABIAL Researchers Juan Carlos Trujillo giving his presentation at the 7th Meeting of ISABIAL Researchers Our director, Juan Carlos Trujillo, participated this Friday, 25th November, in the "5th Clinical Research Day of the Alicante Health Department - General Hospital and 7th Meeting of Researchers of the Alicante Institute of Health and Biomedical Research", organised by #ISABIAL. This day has had different blocks of presentations, among which we highlight the group "Research in Rheumatic and Autoimmune Diseases", where Trujillo has intervened with the presentation of the publication "Machine learning model from a Spanish cohort for prediction of SARS-COV-2 mortality risk and critical patients". The director of Lucentia is the author of this research together with three other researchers from the group, Alejandro Reina, Alejandro Maté and José M. Barrera. In addition, the study also included the director of quality and planning of the Department of Health…

Key and emerging technologies

Post published:28 de July de 2023
Post category:Events
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Juan Carlos Trujillo participates in the round table of the Alicante Plaza Innovation Forum with interesting contributions on technological innovation Participants in the round table of the Alicante Plaza Innovation Forum Our Director Juan Carlos Trujillo participated last Tuesday, 10th November 2022, in the round table that took place as part of the Innovation Forum organised by Alicante Plaza and Aire Networks. Trujillo attended this event on behalf of the ecosystem of the Alicante Science Park. Some of the key technologies that the director of Lucentia Research Group wanted to highlight were #artificalintelligence, #machinelearning, #bigdata and #blockchain, topics that he masters perfectly. In addition, the end of the debate had a special mention for the future impact of the #metaverse, as an emerging technology, and how this technology, together with #artificalintelligence, #bigdata and #chatbots, will have a significant impact on different relevant sectors. Another aspect that our director wanted to highlight in his speech was the importance that Technology Based Companies (TBCs) should feel obliged to master any emerging…

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