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Research groups
  Lucentia

General data

Field of study:
Engineering and Architecture
Telephone:
+34 965903400 x 2967

Annual reports

Annual report
  • Business Intelligence (BI) applications
  • Big Data processing and analysis
  • Business analytics
  • Internet of things
  • Artificial Intelligence (AI)
  • Quality and security in Business Intelligence applications
  • Contextual Business Intelligence applications (biomedical, geographical, etc.)
  • Diagnosis y tratamiento de enfermedades físicas y cognitivas asistido ordenador (eHealth).
  • Interacción Persona-Ordenador (HCI).
  • Ingeniería de Requisitos.
  • Blockchain

 

 

Services offered

Our main tasks are to carry out applied research and technology transfer to companies and public administrations (in any field). The group has a technological offer focused on the fields of Business Intelligence Application Development, Data Warehouses and OLAP Applications, Big Data, Blockchain, Development of advanced Data Warehouses (eg, geographic, biomedical, continuous flow data warehouses data etc.), Artificial Intelligence and Data Mining and, analytics in the field of Internet of Things (IoT).

Another field where Big Data and Artificial Intelligence services are being offered is in the field of Electronic Health (eHealth): Data analytics and application of ICT to projects related to digital health. Environments are created for the management of the diagnosis and tele-rehabilitation (physical and cognitive) of patients through data from EEG, EDA, EMG, HR, ECG, BBT, genomics, etc. Within this field, Human-Computer Interaction services are offered: Analysis and improvement of human-computer integration. For this, techniques based on Post-WIMP interfaces are used (virtual reality, augmented reality, mixed reality, wearables, ambient intelligence, emotional computing, eye-tracking, etc.), Awareness (knowledge provided to users of the environment around them and the users with whom to interact) and Gamification (application of techniques from the world of video games).

 

 

Results

En todos los campos mencionados con anterioridad, el grupo de investigación ha desarrollado sus propias metodologías y herramientas para aplicarlos directamente en al ámbito empresarial. Así, además de ofrecer el desarrollo de productos finales, realizamos una labor de asesoría y consultoría en la que colaboramos con la empresa y/o administración interesada y sus profesionales en el desarrollo de aplicaciones utilizando nuestras herramientas. En la parte final de este proceso, realizamos una formación adecuada de los profesionales de las empresas para la explotación óptima de los productos implantados. En concreto disponemos de métodos y herramientas propias para los siguientes campos: * Inteligencia de Negocio Especificación e implementación de los Indicadores Clave de Rendimiento (Key Performance Indicators, KPIs) y trazabilidad de los mismos. Diseño e implantación de Cuadros de Mando Integrales(CMI). Desarrollo de almacenes de datos y mineria de datos a partir de los requisitos del usuario final. Así, capturamos los requisitos básicos y necesidades de cuadros de mando del usuario final y, a través de nuestra herramienta y bajo un método basado en la transformación de modelos, se obtiene la implementación final del almacén de datos de forma automática. * Big Data Análisis de los requisitos de Big Data en función de los datos internos de la empresa para lograr una total integración entre datos internos y externos en Cuadros de Mando Integrales. Técnicas de visualización de Big Data. * Seguridad de almacenes de datos y portales Web. El grupo ha desarrollado un método para incorporar la seguridad desde etapas tempranas de desarrollo ya que, los datos históricos contenidos en el almacén de datos y, que posteriormente se acceden a través de diversas aplicaciones (interfaces de usuario, aplicaciones Web, etc.) suelen ser muy críticos y, se necesitan métodos que la implementen desde el principio. * Accesibilidad y Usabilidad de interfaces Web Trabajamos en que las aplicaciones Web se adhieran a determinados criterios de usabilidad y accesibilidad. De este modo, no sólo se aumenta la satisfacción del usuario, sino que se aumenta su productividad. Dentro de esta línea, tambien cubrimos aspectos de e-Government.

 

 

Available relevant infrastructure

Arquitecturas de sistemas de Inteligencia de Negocio y aplicaciones OLAP. Servidores para volúmenes masivos de información (Big Data). Servidores de recursos para desarrollo de aplicaciones web. Recursos para evaluar la calidad, accesibilidad y usabilidad de portales Web.

 

 

RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS
  • Project title: A Big dAta anaLytical pLatform for the diagnosis and treatment of Attention deficit hyperactivity Disorder (ADHD) featuring ExtendEd Reality - BALLADEER
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/01/2021
    Termination date: 31/12/2024
  • Project title: Una aproximación holística de smart data para el análisis de datos guiado por el contexto: aprendizaje automático inteligente para el modelado y análisis del negocio
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/01/2021
    Termination date: 31/12/2024
  • Project title: A Requirements-driven methodology aligned with the Model-Driven Architecture (MDA) for Data Analytics over Big Data sources using AI
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 16/11/2022
    Termination date: 15/11/2026
  • Project title: Aplicación de Técnicas de Ingeniería de Características para la Diagnosis y Seguimiento de Afectados por TDAH mediante Deep Learning.
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: FUNDACIÓN VALGRAI
    Starting date: 01/01/2023
    Termination date: 31/12/2023
  • Project title: American Women Exploring Spain (1880-1936) - Open Multimedia Encounters // Viajeras Estadounidenses Explorando España (1880-1936) - Encuentros Multimedia en Abierto
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/01/2023
    Termination date: 31/12/2024
  • Project title: Elderly Wellness Artificial Intelligence
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: FUNDACION ICAR
    Starting date: 01/01/2023
    Termination date: 31/12/2023
  • Project title: Big data e Inteligencia artificial para mejorar el diagnóstico de los afectados por la Covid-19
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 13/11/2020
    Termination date: 31/10/2021
  • Project title: Metodología sistemática para el descubrimiento y análisis del impacto de sesgos en conjuntos de datos analíticos de fuentes de Big Data
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/06/2023
    Termination date: 30/11/2023
  • Project title: ECLIPSE- Enhancing Dala Quality and Security for lmproving Business Processes and Strategic Decisions in Cyber Physical Systems
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2019
    Termination date: 31/12/2020
  • Project title: DIIM2.0: Desarrollo de técnicas Inteligentes e Intractivas de Minería y generación de información sobre la web 2.0
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/01/2014
    Termination date: 31/12/2014

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: A Data Analytics Methodology to Visually Analyze the Impact of Bias and Rebalancing
    Authors: Lavalle, A.; Maté, A.; Trujillo, J.; Teruel, M.A.
    Journals IEEE access
    Volume: 11
    Pages: 56691 - 56702
    Date: 2023
    ISSN: 2169-3536
    DOI: http://dx.doi.org/10.1109/ACCESS.2023.3279732
  • Title: An extension of ISTAR for machine learning requirements by following the prise methodology
    Authors: Barrera-Arroyo, J. M. ; Reina-Reina, A. ; Lavalle, A.; Maté, A.; Trujillo, J.
    Journals Computer Standards and Interfaces
    Volume: 88
    Pages: -
    Date: 2023
    ISSN: 0920-5489
    DOI: https://doi.org/10.1016/j.csi.2023.103806
  • Title: Feature engineering of EEG applied to mental disorders: a systematic mapping study
    Authors: Garcia-Ponsoda, S. ; Garcia-Carrasco, J. ; Teruel, M.A.; Maté, A.; Trujillo, J.
    Journals Applied Intelligence
    Volume:
    Pages: 1 - 41
    Date: 2023
    ISSN: 0924-669X
    DOI: http://dx.doi.org/10.1007/s10489-023-04702-5
  • Title: Beyond TPC-DS, a benchmark for Big Data OLAP systems (BDOLAP-Bench).
    Authors: Tardío, R.; Maté, A.; Trujillo, J.
    Journals Future Generation Computer Systems
    Volume: 132
    Pages: 136 - 151
    Date: 2022
    ISSN: 0167-739X
    DOI: https://doi.org/10.1016/j.future.2022.02.015
  • Title: Diagnosis and Prognosis of Mental Disorders by means of EEG and Deep Learning: A Systematic Mapping Study
    Authors: , Rivera, M. J; Teruel, M.A.; Maté, A.; Trujillo, J.
    Journals Artificial Intelligence Review
    Volume: 55
    Pages: 1209 - 1251
    Date: 2022
    ISSN: 0269-2821
    DOI: http://dx.doi.org/10.1007/s10462-021-09986-y
  • Title: Evaluating the quality of linked open data in digital libraries
    Authors: Candela, Gustavo; Escobar, Pilar; Carrasco, Rafael C.; Marco-Such, Manuel
    Journals Journal of Information Science
    Volume: 48(1)
    Pages: 21 - 43
    Date: 2022
    ISSN: 0165-5515
    DOI: https://doi.org/10.1177%2F0165551520930951
  • Title: Fault detection and diagnosis for industrial processes based on clustering and autoencoders: a case of gas turbines
    Authors: Barrera-Arroyo, J. M. ; Reina-Reina, A. ; Maté, A.; Trujillo, J.
    Journals International Journal of Machine Learning and Cybernetics
    Volume: 13
    Pages: 3113 - 3129
    Date: 2022
    ISSN: 1868-8071
    DOI: https://doi.org/10.1007/s13042-022-01583-x
  • Title: Reusing digital collections from GLAM institutions
    Authors: Candela, Gustavo; Sáez-Fernández, M.D.; Escobar, Pilar; Marco-Such, Manuel
    Journals Journal of Information Science
    Volume: 48(2)
    Pages: 251 - 267
    Date: 2022
    ISSN: 0165-5515
    DOI: https://doi.org/10.1177%2F0165551520950246
  • Title: A benchmark of Spanish language datasets for computationally driven research
    Authors: Candela, Gustavo; Sáez-Fernández, M.D.; Escobar, Pilar; Marco-Such, Manuel
    Journals Journal of Information Science
    Volume:
    Pages: -
    Date: 2021
    ISSN: 0165-5515
    DOI: https://doi.org/10.1177/01655515211060530
  • Title: A methodology to automatically translate user requirements into visualizations: Experimental validation
    Authors: Lavalle, A.; Maté, A.; Trujillo, J.; Teruel, M.A.; , Rizzi, S.
    Journals Information and Software Technology
    Volume: 136
    Pages: -
    Date: 2021
    ISSN: 0950-5849
    DOI: http://dx.doi.org/10.1016/j.infsof.2021.106592
RELEVANT PUBLISHED BOOKS
  • Title: Ejercicios resueltos sobre Programación y estructuras de datos
    Authors: Luján-Mora, S.; Ferrández, A.; Peral, J.; Requena, A.
    Editorial: Publicaciones de la Universidad de Alicante
    Date: 2014
    ISBN: 978-84-9717-295-0
  • Title: Open a GLAM Lab (en español)
    Authors: Candela, Gustavo; , Mahey, M: Candela, G; Sáez-Fernández, M.D.; , Escobar, M P ed), Saez, M D; Escobar, Pilar; , Marco, M (ed) et al; Marco-Such, Manuel
    Editorial: Publicaciones de la Universidad de Alicante
    Date: 2020
    ISBN: 978-84-1302-078-5
  • Title: Open a GLAM Lab
    Authors: , Mahey, M.; , Al-Abdulla, A.; , Ames, S.; , Bray, P.; Candela, Gustavo; , Candela, G; , Chambers, S.; , Derven, C; , Dobreva-McPherson, M.; , Gasser, K.; , Karner, S.; , Kokegei, K.; , Laursen, D.; , Potter, A.; , Straube, A.; , Wagner, S-C.; , Wilms, L.
    Editorial: Qatar University
    Date: 2019
    ISBN: 978-9927-139-07-9
  • Title: Prácticas de Informática de Gestión
    Authors: Peral, J.; , Alfonso, M.I.; , Moya, S.
    Editorial: Centro Editorial de Servicios y Publicaciones Universitarias S.A.
    Date: 1990
    ISBN:
  • Title: Tecnología de Informática de Gestión
    Authors: Peral, J.; , Alfonso, M.I.; , Moya, S.
    Editorial: Centro Editorial de Servicios y Publicaciones Universitarias S.A.
    Date: 1990
    ISBN:
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: Challenges and Opportunities for the Recognition of Human Activity in Supervised Flats
    Authors: Lloret-Rivera, A. R. ; Valera Manzano, Juan Carlos; Gil, D.; Peral, J.; Ferrández, A.; Amador-Moreno, S.
    Editorial:
    Pages: 729 - 734
    Date: 2022
    ISBN:
    Book title: Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022)
  • Book chapter title: Overcoming the Lack of Data to Improve Prediction and Treatment of Individuals with Autistic Spectrum Disorder and Attention Deficit Hyperactivity Disorder
    Authors: Flores Guillén, María Del Mar; Amador-Moreno, S. ; Peral, J.; Gil, D.; Elouali, Aya
    Editorial:
    Pages: 760 - 771
    Date: 2022
    ISBN:
    Book title: Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022)
  • Book chapter title: Architecture Based on Machine Learning Techniques and Data Mining for Prediction of Indicators in the Diagnosis and Intervention of Autistic Spectrum Disorder
    Authors: Gil, D.; , Magnus Johnsson; Szymanski, J. ; Peral, J.; , Tanniru, M.
    Editorial:
    Pages: 133 - 140
    Date: 2021
    ISBN:
    Book title: Research and Innovation Forum 2021: Managing Continuity, Innovation, and Change in the Post-Covid World: Technology, Politics and Society
  • Book chapter title: Chapter 6 - Data mining and machine learning techniques for early detection in autism spectrum disorder
    Authors: , Amador, S.; , Polo, A.; , Rotbei, S.; Peral, J.; Gil, D.; , Javier Medina
    Editorial:
    Pages: 77 - 125
    Date: 2021
    ISBN:
    Book title: Neural Engineering Techniques for Autism Spectrum Disorder
  • Book chapter title: Chapter 7 - Digital Leadership in Education
    Authors: , Tanniru, M.; Peral, J.
    Editorial:
    Pages: 73 - 91
    Date: 2021
    ISBN:
    Book title: Effective Leadership for Overcoming ICT Challenges in Higher Education: What Faculty, Staff and Administrators Can Do to Thrive Amidst the Chaos
  • Book chapter title: Experiencias educativas: un enfoque GLAM Lab
    Authors: Escobar, Pilar; Sáez-Fernández, M.D.; Candela, Gustavo; Marco-Such, Manuel
    Editorial: UNIVERSIDAD DE ALICANTE
    Pages: 194 - 195
    Date: 2021
    ISBN:
    Book title: REDES-INNOVAESTIC 2021. Libro de Actas
  • Book chapter title: Improvement of a Sign Language Learning Reinforcement Tool Through Phonological Proximity
    Authors: Naranjo-Zeledon, L. C. ; , CHACÓN RIVAS, MARIO; Peral, J.; Ferrández, A.; Gil, D.
    Editorial:
    Pages: 99 - 107
    Date: 2021
    ISBN:
    Book title: Research and Innovation Forum 2021: Managing Continuity, Innovation, and Change in the Post-Covid World: Technology, Politics and Society
  • Book chapter title: QoS of mobile cloud computing applications in healthcare
    Authors: Peral, J.; , Víctor Sánchez Ribes; , Guerrero, M; , Mora-Mora, Higinio; Gil, D.
    Editorial:
    Pages: 81 - 96
    Date: 2021
    ISBN:
    Book title: Artificial Intelligence and Big Data Analytics for Smart Healthcare
  • Book chapter title: QoS of mobile cloud computing applications in healthcare
    Authors: Peral, J.; Sánchez Ribes, Victor; Guerrero, Margarita; Mora, H.; Gil, D.
    Editorial: ELSEVIER, B.V.
    Pages: 81 - 96
    Date: 2021
    ISBN:
    Book title: Artificial Intelligence and Big Data Analytics for Smart Healthcare

    DOI: https://doi.org/10.1016/C2019-0-03287-6
  • Book chapter title: Acción educativa transversal entre grado de ingeniería multimedia y máster en Ciberseguridad para la mejora de competencias en ciberseguridad
    Authors: Berná Martínez, J.V.; Maciá Pérez, F.; Lorenzo, I; Gil-Martinez-Abarca, J; Gil, D.; Mora-Gimeno, F; Candela, Gustavo; Marco-Such, Manuel; Escobar, Pilar; Sáez-Fernández, M.D.
    Editorial: Instituto de Ciencias de la Educación (ICE) de la Universidad de Alicante
    Pages: 161 - 167
    Date: 2020
    ISBN:
    Book title: Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria.Convocatoria 2019-20.

    RUA: http://hdl.handle.net/10045/110633
RELEVANT CONFERENCE PAPERS
  • Title: Use of ai* extension for Machine Learning: a real case study
    Authors: Reina-Reina, A. ; Barrera-Arroyo, J. M. ; Garcia-Ponsoda, S. ; Trujillo, J.
    Type of participation: Ponencia
    Conference name: Proceedings of the 15th International iStar Workshop (iStar 2022)
    Event type: Internacional
    City of performance: Hyderabad (INDIA)
    Date of performance: 17/10/2022
  • Title: Applying i* in Conceptual Modelling in Machine Learning
    Authors: Barrera-Arroyo, J. M. ; Reina-Reina, A. ; Maté, A.; Trujillo, J.
    Type of participation: Ponencia
    Conference name: Proceedings of the 14th International iStar Workshop (iStar 2021)
    Event type: Internacional
    City of performance: St. Johns (NL) (CANADÁ)
    Date of performance: 18/10/2021
  • Title: Reusing digital collections from GLAM institutions
    Authors: Candela, Gustavo
    Type of participation: Ponencia invitada
    Conference name: Research Libraries UK
    Event type: Internacional
    City of performance: Online (REINO UNIDO (Gran Bretaña e Irlanda del Norte))
    Date of performance: 21/09/2020
  • Title: GLAM Jupyter Notebooks for DH
    Authors: Candela, Gustavo; Sáez-Fernández, M.D.
    Type of participation: Ponencia invitada
    Conference name: Lancaster University Digital Humanities Hub
    Event type: Internacional
    City of performance: online (REINO UNIDO (Gran Bretaña e Irlanda del Norte))
    Date of performance: 10/07/2020
  • Title: Aplicación para la gestión de ABP de Ingeniería Multimedia
    Authors: Berná Martínez, J.V.; Villagrá Arnedo, C. J.; Escobar, Pilar
    Type of participation: Ponencia
    Conference name: XVII Jornadas de Redes de Investigación en Docencia Universitaria- REDES 2019 y III Workshop Internacional de Innovación en Enseñanza Superior y TIC- INNOVAESTIC 2019
    Event type: Europeo
    City of performance: San Vicente del Raspeig (ALICANTE/ALACANT)
    Date of performance: 06/06/2019
  • Title: A Step Further in Sentiment Analysis Application in Marketing Decision-Making
    Authors: , Kauffmann Incer, Erick; Gil, D.; Peral, J.; Ferrández, A.; Sellers-Rubio, R.
    Type of participation: Ponencia
    Conference name: Research & Innovation Forum 2019
    Event type: Internacional
    City of performance: Roma (ITALIA)
    Date of performance: 24/04/2019
  • Title: Big Data-Assisted Word Sense Disambiguation for Sign Language
    Authors: Naranjo-Zeledon, L. C. ; Ferrández, A.; Peral, J.; , CHACÓN RIVAS, MARIO
    Type of participation: Ponencia
    Conference name: Research & Innovation Forum 2019
    Event type: Internacional
    City of performance: Roma (ITALIA)
    Date of performance: 24/04/2019
  • Title: Architecture for Efficient String Dictionaries in E-Learning
    Authors: Mora, H.; Ferrández, A.; Peral, J.; Gil, D.
    Type of participation: Ponencia
    Conference name: 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018)
    Event type: Internacional
    City of performance: Punta Cana (DOMINICANA, REPÚBLICA)
    Date of performance: 04/12/2018
  • Title: Proceedings of the SPDECE-2012. Ninth multidisciplinary symposium on the design and evaluation of digital content for education
    Authors: Marco-Such, Manuel; Garcia-Vera, V. E.; Pernías, P.
    Type of participation: Comité organizador
    Conference name: Ninth multidisciplinary symposium on the design and evaluation of digital content for education
    Event type: Europeo
    City of performance: San Vicente del Raspeig (ALICANTE/ALACANT)
    Date of performance: 13/06/2012
  • Title: Applying NLP Methods to Medical QA Performance
    Authors: Muñoz-Terol, R.
    Type of participation: Ponencia invitada
    Conference name: I Congreso Internacional de Tecnologías del Lenguaje Humano
    Event type: Internacional
    City of performance: Tonantzintla (MEXICO)
    Date of performance: 13/11/2006