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Research groups
  Network Data Analysis and Visualisation (ANVIDA)

General data

Field of study:
Engineering and Architecture
Director:
CURADO NAVARRO, MANUEL
Website:
E-mail:
manuel.curado@ua.es
Telephone:
No data.

Annual reports

Annual report
  • Modeling of complex systems: we research in new network analysis techniques such as centrality measures, multilayer complex networks or data visualization in complex networks, among others.
  • Bioinformatics: computer-assisted drug discovery and the application of artificial intelligence techniques for the search of personalized therapies for some diseases. Application of high-performance computing in biological and chemical contexts.
  • Health informatics: use of artificial intelligence techniques, such as super-resolution, for the analysis of medical information, such as X-rays and CT scans, or biometric indicators.
  • Smart cities: use of advanced tools and technologies to investigate sustainability, efficiency and safety in urban areas. Study of the quality of life of people in the city, from the study of mobility, such as traffic or low-emission zones, to prediction with AI of local and global pollution and noise pollution.
  • Explainability in deep learning models: the group studies the integration of explainability and deep learning models, applied to problems in personalized medicine (understandable interpretations for medical professionals, facilitating clinical decision making) and sustainability (interpretations of problems in the city that improve people's quality of life).
  • Applied intelligent systems: use of artificial intelligence algorithms applied to the study of spatio-temporal phenomena such as carbon emissions or the prediction of extreme meteorological phenomena, among others.
  • High Performance Computing (HPC): implementation of solutions in complex computational processes to improve efficiency and accuracy in the analysis of data in complex networks, medical images and biological.

 

 

Services offered

No data.

 

Results

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Available relevant infrastructure

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Proyectos See search box

RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS
  • Project title: Transform4Europe - T4EU: The European University for Knowledge EntrepreneursING
    Reference: 101124432
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 01/11/2023
    Termination date: 31/10/2027
  • Project title: Concesión directa del Ministerio de Universidades (RD 1059/2021) participantes en la Acción Universidades europeas de la Comisión Europea T4Europe ING
    Reference: COMPLEMENTO T4E
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: MINISTERIO DE UNIVERSIDADES
    Starting date: 01/12/2021
    Termination date: 31/12/2024
  • Project title: TRANSFORM4EUROPE - T4E: THE EUROPEAN UNIVERSITY FOR KNOWLEDGE ENTREPRENEURSING
    Reference: 101004048
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 01/11/2020
    Termination date: 30/10/2023
  • Project title: GEOMATICS FOR DISASTER RISK REDUCTIONING
    Reference: 617841-2020-PL-EPPKA2-CBHE-JP
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 15/11/2020
    Termination date: 14/11/2023
  • Project title: USER FRIENDLY E-COMMERCE TO OPTIMISE PARKING SPACE.ING
    Reference: IST-2000-25392
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 01/08/2001
    Termination date: 31/07/2003
  • Project title: Desarrollo de técnicas basadas en Inteligencia Artificial y Redes Complejas para la gestión de la Sostenibilidad UrbanaING
    Reference: CIGE/2023/52
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: Conselleria de Educación, Universidades y Empleo
    Starting date: 01/01/2024
    Termination date: 31/12/2025
  • Project title: Explicabilidad en modelos de deep learning aplicados a grafosING
    Reference: VALGRAIPRE-2023-001
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: ESCOLA POSTGRAU I XARXA DE CENTRES D INVESTIGACIO EN INTELIGENCIA ARTIFICIAL FUNDACIO CV
    Starting date: 01/01/2024
    Termination date: 31/12/2024
  • Project title: Ayudas predoctorales de Formación de Personal InvestigadorING
    Reference: BES-2013-064482
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/10/2014
    Termination date: 03/09/2018
  • Project title: Análisis y visualización de la ciudad como una red múltiple de datos y su implicación en el turismoING
    Reference: TIN2017-84821-P
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2018
    Termination date: 31/12/2020
  • Project title: Análisis y visualización de datos en redes complejas. Aplicación a las redesING
    Reference: TIN2014-53855-P
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2015
    Termination date: 31/12/2017

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: A novel measure to identify influential nodes: Return Random Walk Gravity Centrality
    Authors: Vicent, Jose F.; Tortosa, L.; Curado, Manuel
    Journals Information Sciences
    Volume: 628
    Pages: 177 - 195
    Date: 2023
    ISSN: 0020-0255
    DOI: https://doi.org/10.1016/j.ins.2023.01.097
  • Title: Deep learning model of convolutional neural networks powered by a genetic algorithm for prevention of traffic accidents severity
    Authors: Pérez Sala, Luis; , Manuel Curado; Tortosa, L.; Vicent Francés, José Francisco
    Journals Chaos, Solitons and Fractals
    Volume: 169
    Pages: -
    Date: 2023
    ISSN: 0960-0779
    DOI: https://doi.org/10.1016/j.chaos.2023.113245
  • Title: Understanding the metallic glasses formation by applying a centrality measure based on betweenness
    Authors: Curado, Manuel; Vicent, Jose F.; Tortosa, L.
    Journals Computational Materials Science
    Volume: 218
    Pages: -
    Date: 2023
    ISSN: 0927-0256
    DOI: https://doi.org/10.1016/j.commatsci.2022.111986
  • Title: Feature fusion for a robust traffic accident assistance forecasting model with deep learning
    Authors: Vicent, Jose F.; , Luis Perez-Sala; Curado, Manuel
    Journals Applied Soft Computing Journal
    Volume: 167
    Pages: 112326 -
    Date: 2024
    ISSN: 1568-4946
    DOI: https://doi.org/10.1016/j.asoc.2024.112326
  • Title: Explainability techniques applied to road traffic forecasting using Graph Neural Network models
    Authors: Vicent, Jose F.; Tortosa, L.; LLORENS LARGO, FARAON; GARCIA SIGUENZA, JAVIER
    Journals Information Sciences
    Volume: 645
    Pages: 119320 -
    Date: 2023
    ISSN: 0020-0255
    DOI: https://doi.org/10.1016/j.ins.2023.119320
  • Title: El Mercado de Abastos de Alicante.(Canal de Televisión Punt 2. Programa la Finestra Indiscreta)
    Authors: Oliver, J.
    Journals Revista sin ISSN
    Volume:
    Pages: -
    Date:
    ISSN: 0000-0000
  • Title: El Teatro Principal de Alicante.(Canal de televisión Punt 2. Programa La Finestra Indiscreta.)
    Authors: Oliver, J.
    Journals Revista sin ISSN
    Volume:
    Pages: -
    Date:
    ISSN: 0000-0000
  • Title: Evaluating Super-Resolution Models in Biomedical Imaging: Applications and Performance in Segmentation and Classification
    Authors: Curado, Manuel; Vicent, Jose F.; Amorós Rivera, Mario
    Journals Journal of Imaging
    Volume: 11
    Pages: 104 -
    Date: 2025
    ISSN: 2313-433X
    DOI: https://doi.org/10.3390/jimaging11040104
  • Title: Noise Pollution Prediction in a Densely Populated City Using a Spatio-Temporal Deep Learning Approach
    Authors: Semper-Lloret, M.; Curado, Manuel; Oliver, J.; Vicent, Jose F.
    Journals Applied Sciences (Switzerland)
    Volume: 15 (10)
    Pages: -
    Date: 2025
    ISSN: 2076-3417
    DOI: https://doi.org/10.3390/app15105576
  • Title: Self explainable graph convolutional recurrent network for spatio temporal forecasting
    Authors: Garcia-Siguenza, J. ; Curado, Manuel; Llorens-Largo, F.; Vicent, Jose F.
    Journals Machine Learning
    Volume: 114
    Pages: -
    Date: 2025
    ISSN: 0885-6125
    DOI: https://doi.org/10.1007/s10994-024-06725-6
RELEVANT PUBLISHED BOOKS
  • Title: LAS MATRICES Y SUS APLICACIONES
    Authors: Vicent, Jose F.; Tortosa, L.; Curado, Manuel
    Editorial: Publicaciones de la Universidad de Alicante
    Date: 2020
    ISBN: 978-84-9717-690-3
  • Title: Geometría moderna para Ingeniería.
    Authors: Tortosa, L.; Vicent, Jose F.
    Editorial: Editorial ECU
    Date: 2012
    ISBN: 9788499487090
  • Title: Ideology Architecture
    Authors: Oliver, J.; Nieto, E.; , Glass, Gisela; , Lattermann, Klaus
    Editorial: Beuth Hochschule für Technik Berlin
    Date: 2012
    ISBN: 978-3-938576-34-2
  • Title: MANUAL D`OO-WRITER
    Authors: Vicent, Jose F.; Martínez, F.M.; Tortosa, L.
    Editorial: Secretariat de Promoció del Valencià - Universitat d'Alacant
    Date: 2011
    ISBN: 9788497171557
  • Title: Hojas de Cálculo con OO-Calc
    Authors: Bernabeu, J.; Carbonell, L.; Martínez, F.M.; Vicent, Jose F.; Benavente Victoria, A.
    Editorial: Editorial Club Universitario
    Date: 2010
    ISBN: 978-84-8454-970-3
  • Title: Procesamiento de Textos con OO-Writer (2ª Edición)
    Authors: Benavente Victoria, A.; Martínez, F.M.; Morales, J.L.; Iborra Baeza, I.; Vicent, Jose F.
    Editorial: Editorial Club Universitario
    Date: 2010
    ISBN: 978-84-8454-954-3
  • Title: Geometría para Arquitectura
    Authors: Tortosa, L.; Vicent, Jose F.
    Editorial: Ramón Torres Gosálvez
    Date: 2009
    ISBN: 978-84-95434-59-3
  • Title: GRÁFICOS CON MATLAB PARA ARQUITECTURA
    Authors: Tortosa, L.; Vicent, Jose F.
    Editorial: Puntero y Chip, S.L.
    Date: 2008
    ISBN: 978-84-95434-47-0
  • Title: INTRODUCCIÓN A LA GEOMETRÍA ANALÍTICA
    Authors: Tortosa, L.; Vicent, Jose F.
    Editorial: Puntero y Chip, S.L.
    Date: 2008
    ISBN: 9788495434500
  • Title: PROCESAMIENTO DE TEXTOS CON OO-WRITER
    Authors: Martínez, F.M.; Benavente Victoria, A.; Vicent, Jose F.; Iborra Baeza, I.; Morales, J.L.
    Editorial: Editorial Club Universitario
    Date: 2008
    ISBN: 978-84-8454-742-6
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: Tools to Support the Design of Network-Structured Courses Assisted by AI
    Authors: Lopez-Javaloyes, J. L. ; Real-Fernandez, A. ; Garcia-Siguenza, J. ; Llorens-Largo, F.; Molina-Carmona, R.
    Editorial: Springer Nature Switzerland
    Pages: 53 - 64
    Date: 2024
    ISBN:
    Book title: Learning and Collaboration Technologies. LCT 2024 in HCI International Conference (HCII 2024).Part I

    DOI: https://doi.org/10.1007/978-3-031-61672-3
  • Book chapter title: Few-Shot Learning for Prediction of Electricity Consumption Patterns
    Authors: Garcia-Siguenza, J. ; Vicent, Jose F.; Llorens-Largo, F.; Berná Martínez, J.V.
    Editorial: Springer, Cham
    Pages: 705 - 715
    Date: 2023
    ISBN:
    Book title: Pattern Recognition and Image Analysis. 11th Iberian Conference, IbPRIA 2023 Alicante, Spain, June 27¿30, 2023 Proceedings

    DOI: https://doi.org/10.1007/978-3-031-36616-1
  • Book chapter title: Two-Phases AI Model for a Smart Learning System
    Authors: Garcia-Siguenza, J. ; Real-Fernandez, A. ; Molina-Carmona, R.; Llorens-Largo, F.
    Editorial: Springer-Verlag
    Pages: 42 - 53
    Date: 2023
    ISBN:
    Book title: Learning and Collaboration Technologies. HCII 2023.

    DOI: https://doi.org/10.1007/978-3-031-34411-4_4
  • Book chapter title: Matemáticas para ingenieros: Una experiencia docente
    Authors: Vicent, Jose F.
    Editorial: ICE de la Universidad de Alicante
    Pages: 93 - 95
    Date: 2022
    ISBN:
    Book title: REDES-INNOVAESTIC 2022
  • Book chapter title: Evaluación del tiempo fuera del aula en estudiantes. Dedicación a teoría y práctica en la asignatura de Composición Arquitectónica 1
    Authors: Barberá Pastor, C.; Martínez-Medina, A.; , Martiínez-Medina, A.; Oliver, J.; , Oliver Ramírez, J.L.; Gutiérrez Mozo, M. E.; , Gutienez Mozo, Maria Elia; Parra Martínez, J.; Gilsanz Díaz, A; , Díaz García, A.
    Editorial: UNIVERSIDAD DE ALICANTE
    Pages: 303 - 304
    Date: 2021
    ISBN:
    Book title: REDES-INNOVAESTIC 2021. Libro de Actas
  • Book chapter title: Teoría, historia, crítica y patrimonio arquitectónicos. Red de investigación y elaboración del programa docente de CA1. Evaluación de las clases de prácticas de Composición Arquitectónica.
    Authors: Barberá Pastor, C.; Díaz-García, A.; Gilsanz Díaz, A; Gutiérrez Mozo, M. E.; Parra Martínez, J.; Oliver, J.; , Oliver Ramírez, J.L.; Martínez-Medina, A.
    Editorial: Instituto de Ciencias de la Educación (ICE) de la Universidad de Alicante
    Pages: 409 - 418
    Date: 2020
    ISBN:
    Book title: Memòries de les xarxes d"investigació en docència universitàriapertanyent al ProgramaXarxes-I3CE d"Investigació en docènciauniversitària del curs 2019-20 / Memorias de las redes de investigac
  • Book chapter title: Explorar la mirada crítica a través de la asignatura de Composición Arquitectónica 5
    Authors: Díaz-García, A.; Oliver, J.; Gilsanz Díaz, A; , Oliver Ramírez, J.L.
    Editorial: Editorial Octaedro, S.L.
    Pages: 132 - 141
    Date: 2019
    ISBN:
    Book title: Investigación e innovación en la Enseñanza Superior. Nuevos contextos, nuevas ideas
  • Book chapter title: Teoría, historia, crítica y patrimonio arquitectónicos. Red de investigación yelaboración del programa docente de CA1. Evaluación de las clases de teoríaen el área de Composición Arquitectónica
    Authors: Barberá Pastor, C.; Díaz-García, A.; Gilsanz Díaz, A; Gutiérrez Mozo, M. E.; Parra Martínez, J.; Oliver, J.; , Oliver Ramírez, J.L.; Martínez-Medina, A.
    Editorial: Instituto de Ciencias de la Educación (ICE) de la Universidad de Alicante
    Pages: 105 - 126
    Date: 2019
    ISBN:
    Book title: Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria. Convocatoria 2018-19
  • Book chapter title: Teoría, historia, crítica y patrimonio arquitectónicos. Red deinvestigación en el diseño, desarrollo y evaluación de propuestas de prácticas de Composición Arquitectónica
    Authors: Parra Martínez, J.; Gutiérrez Mozo, M. E.; Gilsanz Díaz, A; , A.C. Gilsanz Díaz; Martínez-Medina, A.; Oliver, J.; , Oliver Ramírez, J.L.; Barberá Pastor, C.; , C. Barberá Pastor, C.; Díaz-García, A.; Banyuls i Pérez, A.
    Editorial: Instituto de Ciencias de la Educación (ICE) de la Universidad de Alicante
    Pages: 333 - 352
    Date: 2018
    ISBN:
    Book title: Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria. Convocatoria 2017-18
  • Book chapter title: Composición Arquitectónica: Historia, Teoría, Crítica y Patrimonio de la Arquitectura
    Authors: Martínez-Medina, A.; , A. Martínez Medina, A.; Gutiérrez Mozo, M. E.; , M.E. Gutiérrez Mozo; Oliver, J.; , J.L. Oliver Ramírez A. Banyunls i Pérez; Banyuls i Pérez, A.; , J. Parrra Martínez; Parra Martínez, J.; , C. Barberá Pastor; Barberá Pastor, C.; , A.C. Gilsanz Díaz; Gilsanz Díaz, A; , D. Gil Delgado
    Editorial: UNIVERSIDAD DE ALICANTE
    Pages: 173 - 190
    Date: 2016
    ISBN:
    Book title: Innovaciones metodológicas en docencia universitaria: resultados de investigación
RELEVANT CONFERENCE PAPERS
  • Title: CTextureFusion: Advanced Texture Transfer with Multi-head Attention for Improving Lung CT Super Resolution
    Authors: Amorós Rivera, Mario; Curado, Manuel; Vicent, Jose F.
    Type of participation: Ponencia
    Conference name: 27th International Conference, ICPR 2024, Kolkata, India
    Event type: Internacional
    City of performance: Calcuta (INDIA)
    Date of performance: 01/12/2024
    RUA: http://dx.doi.org/10.1007/978-3-031-78195-7_7
  • Title: GeoCC-ConvLSTM: A Model for Nationwide Air Quality Forecasting
    Authors: Semper-Lloret, M.; Curado, Manuel; Vicent, Jose F.
    Type of participation: Ponencia
    Conference name: 27th International Conference, ICPR 2024, Kolkata, India
    Event type: Internacional
    City of performance: Calcuta (INDIA)
    Date of performance: 01/12/2024
    RUA: http://dx.doi.org/10.1007/978-3-031-78186-5_14
  • Title: Increasing the accuracy of a deep learning model for traffic accident severity prediction by adding a temporal category
    Authors: , Luis Perez-Sala; Curado, Manuel; Tortosa, L.; Vicent, Jose F.
    Type of participation: Ponencia
    Conference name: ACR24
    Event type: Internacional
    City of performance: Madrid (MADRID) (ESPAÑA)
    Date of performance: 03/06/2024
  • Title: An Exploratory Data Analysis for League of Legends Professional Match Data
    Authors: Morales-Garcia, J. ; Curado, Manuel; Llanes Crespo, Antonio; Arcas Tunez, Francisco
    Type of participation: Ponencia
    Conference name: 19th International Conference on Intelligent Environments (IE)
    Event type: Internacional
    City of performance: Islas Mauricio (MAURICIO)
    Date of performance: 27/06/2023
  • Title: Network Embedding by Walking on the Line Graph
    Authors: Lozano, M.A.; , Hancock, E.R.; Curado, Manuel; Escolano, F.
    Type of participation: Ponencia
    Conference name: 12th IAPR-TC-15 International Workshop, GbRPR 2019
    Event type: Internacional
    City of performance: Tours (FRANCIA)
    Date of performance: 19/06/2019
    RUA: http://dx.doi.org/10.1007/978-3-030-20081-7
  • Title: Dirichlet Densifiers: Beyond Constraining the Spectral Gap
    Authors: Curado, Manuel; , Hancock, E.R.; Escolano, F.; Lozano, M.A.
    Type of participation: Ponencia
    Conference name: SSPR 2018
    Event type: Internacional
    City of performance: Beijing (CHINA)
    Date of performance: 17/08/2018
    RUA: http://dx.doi.org/10.1007/978-3-319-97785-0\\_49
  • Title: Different Types of Graphs to Model a City
    Authors: Vicent, Jose F.; Agryzkov, T.; Tortosa, L.; Oliver, J.
    Type of participation: Ponencia
    Conference name: 18th International Conference on Computational Methods and Experimental Measurements
    Event type: Europeo
    City of performance: Alicante/ Alacant (ALICANTE/ALACANT)
    Date of performance: 04/07/2017
  • Title: A Topological Study of an Urban Street Network and Its Use in Heritage Areas
    Authors: Oliver, J.; , Agryzkov, T.; , Oliver, J.L.; Tortosa, L.; Vicent, Jose F.
    Type of participation: Ponencia
    Conference name: ICBAU 2017. 19TH INTERNATIONAL CONFERENCE ON BUILDING, ARCHITECTURE AND URBANISM
    Event type: Internacional
    City of performance: KYOTO (JAPÓN)
    Date of performance: 27/04/2017
  • Title: Commute Times in Dense Graphs
    Authors: Curado, Manuel; , Edwin R. Hancock; Escolano, F.; , Francisco Escolano; , Manuel Curado
    Type of participation: Ponencia
    Conference name: S+SSPR 2016
    Event type: Internacional
    City of performance: Mérida (MEXICO)
    Date of performance: 29/11/2016
    RUA: http://dx.doi.org/10.1007/978-3-319-49055-7
  • Title: Dirichlet Graph Densifiers
    Authors: Escolano, F.; , Hancock, E.R.; Curado, Manuel; Lozano, M.A.
    Type of participation: Ponencia
    Conference name: S+SSPR 2016
    Event type: Internacional
    City of performance: Mérida (MEXICO)
    Date of performance: 29/11/2016
    RUA: http://dx.doi.org/10.1007/978-3-319-49055-7