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  Applied Intelligent Architectures (AIA)

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Field of study:
Engineering and Architecture
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Telephone:
+34 965903400 x 2455
Telephone:
+34 96 590 3681

Annual reports

Annual report
  • Internet of Things, Cloud Computing
  • Cybersecurity
  • Computer Vision
  • Artificial Intelligence
  • Robotics
  • High-performance computing
  • Machine learning
  • Pattern recognition
  • Smart homes, smart cities
  • Big Data.

 

 

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RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS
  • Project title: APRENDIZAJE Y ANÁLISIS DE COMPORTAMIENTOS HUMANOS PARA MONITORIZACIÓN, ASISTENCIA PERSONALIZADA Y DETECCIÓN TEMPRANA DE DOLENCIASING
    Reference: PID2019-104818RB-I00
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/06/2020
    Termination date: 31/05/2023
  • Project title: Desarrollo de un prototipo de visión artificial para identificación de especies y obtención de datos biométricos en lonja basado en deep learningING
    Reference: FBIOPLEAMAR20-01
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: FUNDACION BIODIVERSIDAD
    Starting date: 05/12/2020
    Termination date: 05/12/2021
  • Project title: Modelado y visualización 4D del cuerpo humano para la mejora de la adherencia al tratamiento dietético-nutriocionalING
    Reference: TIN2017-89069-R
    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: Habilitadores Cloud para el desarrollo de la Industria Conectada 4.0 en sectores tradicionalesING
    Reference: TIN2017-89266-R
    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: Retorno al hogar: Sistema de mejora de la autonomía de personas con daño cerebral adquirido y dependientes en su integración en la sociedad.ING
    Reference: TIN2016-76515-R
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 30/12/2016
    Termination date: 29/12/2019
  • Project title: Contrato predoctoral FPI asociado al proyecto PID2023-149562OB-I00 (Tratamiento personalizado de la obesidad mediante el aprendizaje y el análisis de un espacio multimodal de la enfermedad con enfoque integral)ING
    Reference: PREP2023-001644
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/01/2025
    Termination date: 31/12/2028
  • Project title: Contrato predoctoral FPI asociado al proyecto PID2023-152804OB-I00 (Arquitecturas Serverless Federadas para Procesamiento Heterogéneo de Altas Prestaciones en Industria Inteligente)ING
    Reference: PREP2023-001450
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/01/2025
    Termination date: 31/12/2028
  • Project title: Influencia de la Adherencia a la Dieta Mediterránea, El Índice Inflamatorio Dietético y la Ingesta de Micronutrientes en los Resultados de las Técnicas de Reproducción Asistida ING
    Reference: FPU23/00180
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/01/2025
    Termination date: 31/12/2028
  • Project title: Integración de tecnologías de aprendizaje profundo en el apoyo a personas dependientes: Detección precoz de indicios de declive cognitivo mediante técnicas multimodalesING
    Reference: FPU23/00532
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
    Starting date: 01/01/2025
    Termination date: 31/12/2028
  • Project title: Immersive XR-Based Adaptive Training for Robotics Programming in Assembly and PackagingING
    Reference: 101093079
    Competitive: Yes
    European: Yes
    Public: Yes
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 01/12/2024
    Termination date: 31/08/2025

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: Integrating advanced vision-language models for context recognition in risks assessment
    Authors: Rodriguez-Juan, J. ; Ortiz -Perez , D. ; Garcia-Rodriguez, J.; Tomás, D.; Nalepa, Grzegorz
    Journals Neurocomputing
    Volume: 618
    Pages: 129131 -
    Date: 2025
    ISSN: 0925-2312
    DOI: https://doi.org/10.1016/j.neucom.2024.129131
  • Title: Text-driven online action detection
    Authors: Benavent-Lledo, M. ; Mulero-Pérez, David; Ortiz -Perez , D. ; Garcia-Rodriguez, J.
    Journals Integrated Computer-Aided Engineering
    Volume:
    Pages: -
    Date: 2025
    ISSN: 1069-2509
    DOI: http://dx.doi.org/10.1177/10692509241308069
    RUA: https://journals.sagepub.com/doi/full/10.1177/10692509241308069
  • Title: An efficient algorithm for irregular pattern nesting based on genetic algorithm and greedy strategy
    Authors: Martínez, Germán; Duta Costache, Eduard Andrei; Sanchez-Romero, J. L.; Jimeno-Morenilla, A.; Mora, H.
    Journals Journal of Intelligent and Fuzzy Systems
    Volume: 2024
    Pages: 1 - 15
    Date: 2024
    ISSN: 1064-1246
    DOI: http://dx.doi.org/10.3233/JIFS-219345
  • Title: An intelligent cellular automaton scheme for modelling forest fires
    Authors: , Boters Pitarch, Joan; Signes-Pont, M. T.; Szymanski, J. ; Mora, H.
    Journals Ecological Informatics
    Volume: 80
    Pages: -
    Date: 2024
    ISSN: 1574-9541
    DOI: https://doi.org/10.1016/j.ecoinf.2023.102456
  • Title: Automated anthropometric measurements from 3D point clouds of scanned bodies
    Authors: García D\u0027Urso, Nahuel; Macia-Lillo, A. ; Mora, H.; Azorin-Lopez, J.; Fuster-Guillo, A.
    Journals Image and Vision Computing
    Volume: 152
    Pages: -
    Date: 2024
    ISSN: 0262-8856
    DOI: https://doi.org/10.1016/j.imavis.2024.105306
  • Title: Automated Generation of Clinical Reports Using Sensing Technologies with Deep Learning Techniques
    Authors: Rodriguez-Juan, J. ; Ortiz -Perez , D. ; Garcia-Rodriguez, J.; VIZCAYA MORENO, MARIA FLORES; Tomás, D.
    Journals Sensors
    Volume:
    Pages: -
    Date: 2024
    ISSN: 1424-8220
    DOI: https://doi.org/10.3390/s24092751
  • Title: Blockchain-Based Framework for Traffic Event Verification in Smart Vehicles
    Authors: Pujol-López, F.A.; Mora, H.; Ramirez-Gordillo, T. ; Rocamora, Carlos; Bedón, Arturo
    Journals IEEE access
    Volume: 12
    Pages: 9251 - 9266
    Date: 2024
    ISSN: 2169-3536
    DOI: http://dx.doi.org/10.1109/ACCESS.2024.3352738
  • Title: Design and Implementation of an AI-Enabled Sensor for the Prediction of the Behaviour of Software Applications in Industrial Scenarios
    Authors: Gama García, Ángel Manuel; Alcaraz-Calero, J. M. ; Mora, H.; , Qi Wang
    Journals Sensors
    Volume: 24
    Pages: -
    Date: 2024
    ISSN: 1424-8220
    DOI: https://doi.org/10.3390/s24041236
  • Title: Efficient GPU Cloud architectures for outsourcing high-performance processing to the Cloud
    Authors: , Víctor Sánchez Ribes; Macia-Lillo, A. ; Mora, H.; Jimeno-Morenilla, A.
    Journals International Journal of Advanced Manufacturing Technology
    Volume: 133
    Pages: 949 - 958
    Date: 2024
    ISSN: 0268-3768
    DOI: https://doi.org/10.1007/s00170-023-11252-0
  • Title: Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study
    Authors: Galan-Cuenca, A; Gallego, Antonio Javier; Saval-Calvo, M.; Pertusa, A.
    Journals Pattern Analysis and Applications
    Volume:
    Pages: -
    Date: 2024
    ISSN: 1433-7541
    DOI: http://dx.doi.org/10.1007/s10044-024-01285-w
RELEVANT PUBLISHED BOOKS
  • Title: Cocina tecnoemocional, alimentación y felicidad
    Authors: Sanchez-SanSegundo,M; Ruiz-Robledillo, N.
    Editorial: Publicaciones de la Universidad de Alicante
    Date: 2019
    ISBN: 978-84-9717-685-9
  • Title: Evaluación neuropsicológica de los procesos atencionales
    Authors: , Onandia Hinchado, I.; Sanchez-SanSegundo,M; Oltra-Cucarella, J.
    Editorial: Editorial Sintesis
    Date: 2019
    ISBN: 978-84-9171-336-4
  • Title: Encuesta sobre el Consumo de Drogas en estudiantes de enseñanza secundaria de la ciudad de Alicante
    Authors: Ferrer-Cascales, R.; Albaladejo-Blázquez, N.; Sanchez-SanSegundo,M
    Editorial: Publicaciones de la Universidad de Alicante
    Date: 2016
    ISBN: 978-84-16724-01-7
    DOI: https://doi.org/10.14198/Encuesta-consumo-drogas-secundaria-Alicante-2015
  • Title: Smart University. Hacia una universidad más abierta.
    Authors: Maciá Pérez, F.; Berná Martínez, J.V.; , Sanchez-Bernabeu, J.M.; Lorenzo, I; Fuster-Guillo, A.
    Editorial: Marcombo
    Date: 2016
    ISBN: 978-84-267-2328-4
  • Title: Growing Neural Gas represents objects and their movement
    Authors: Garcia-Rodriguez, J.
    Editorial: LAMBERT Academic Publishing
    Date: 2011
    ISBN: 978-3-8443-2267-5
  • Title: Tesis doctoral: modelos neuronales auto-organizativos para la representación de objetos y de su movimiento en escenas realistas
    Authors: Garcia-Rodriguez, J.
    Editorial: Servicio de Publicaciones de la Universidad de Alicante
    Date: 2009
    ISBN: 978-84-692-6093-7
  • Title: Ejercicios de Fundamentos de los Computadores
    Authors: Sanchez-Romero, J. L.; Jimeno-Morenilla, A.; Gil, D.; , Gil Mendez, D; , Pomares Mas, M.A.
    Editorial: Editorial ECU
    Date: 2008
    ISBN: 978-84-8454-764-8
  • Title: Modelado de sistemas para visión de objetos especulares. Inspección visual automática en producción industrial
    Authors: Azorin-Lopez, J.
    Editorial: UNIVERSIDAD DE ALICANTE
    Date: 2008
    ISBN: 978-84-690-9723-6
  • Title: Modelado de sistemas para visión realista en condiciones adversas y escenas sin estructura
    Authors: Fuster-Guillo, A.
    Editorial: Biblioteca Virtual Miguel de Cervantes (Universidad de Alicante)
    Date: 2003
    ISBN: 84-688-5121-3
  • Title: Estructuras de computadores. Problemas resueltos.
    Authors: Soriano-Paya, A.; Grediaga Olivo, A.; Garcia-Rodriguez, J.; Mora-Gimeno, F
    Editorial: Servicio de Publicaciones de la Universidad de Alicante
    Date: 2002
    ISBN: 84-7908-703-X
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: A Model to Support the Prediction of Indicators in the Diagnosis and Intervention of Autism Spectrum Disorder
    Authors: Ramos Rodríguez, Vanessa Lucía; Mondéjar Palomares, Tania; Ferrández, A.; Peral, J.; Gil, D.; Mora, H.
    Editorial:
    Pages: 69 - 75
    Date: 2023
    ISBN:
    Book title: Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023). Lecture Notes in Networks and Systems, vol 842.
  • Book chapter title: Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep Learning
    Authors: Climent-Pérez, P.; Galan-Cuenca, A; Garcia-D\u0027Urso, N. E. ; Saval-Calvo, M.; Azorin-Lopez, J.; Fuster-Guillo, A.
    Editorial:
    Pages: -
    Date: 2023
    ISBN:
    Book title: Lecture Notes in Networks and Systems

    DOI: 10.1007/978-3-031-70546-5_4
  • Book chapter title: Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets
    Authors: Galan-Cuenca, A; Mirón, Miguel; Gallego, Antonio Javier; Saval-Calvo, M.; Pertusa, A.
    Editorial:
    Pages: -
    Date: 2023
    ISBN:
    Book title: Pattern Recognition and Image Analysis

    DOI: 10.1007/978-3-031-70546-5_4
  • Book chapter title: New Trends in Machine Learning Techniques for Human Activity Recognition Using Multimodal Sensors
    Authors: González Lama, Jesús; Montoro, Alicia; Espinilla, Macarena; Valera Manzano, Juan Carlos; Gil, D.; Peral, J.; , Magnus Johnsson
    Editorial:
    Pages: 94 - 99
    Date: 2023
    ISBN:
    Book title: Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023). Lecture Notes in Networks and Systems, vol 835.
  • Book chapter title: RENDIMIENTO NEUROCOGNITIVO EN PACIENTES CON ESQUIZOFRENIA Y CONDUCTA HOMICIDA
    Authors: Berbegal-Bernabeu, M. ; Tomé Fernández, Mario; Zaragoza-Martí A; Gabaldón-Bravo, E.M.; HURTADO SANCHEZ, J.A.; Sanchez-SanSegundo,M
    Editorial: Asociación Universitaria de Psicología y Educación, https://formacionasunivep.com/cice2016/
    Pages: 307 - 314
    Date: 2023
    ISBN:
    Book title: NUEVOS HORIZONTES PARA LA INVESTIGACIÓN EN SALUD DESDE UN ENFOQUE INTEGRADOR
  • Book chapter title: A smart city initiative for participatory urban accessibility planning and management
    Authors: Pérez-delHoyo, R.; , MARÍA DOLORES ANDÚJAR; Mora, H.; , Virgilio Gilart-Iglesias; Mollá-Sirvent R.A.
    Editorial: Springer International Publishing
    Pages: 13 - 29
    Date: 2022
    ISBN:
    Book title: Managing Smart Cities. Sustainability and Resilience Through Effective Management

    DOI: 10.1007/978-3-030-93585-6_2
  • Book chapter title: Aplicación de la clase invertida en la docencia de Fundamentos de los Computadores y su influencia en la motivación del estudiantado
    Authors: Garcia-Rodriguez, J.
    Editorial:
    Pages: 123 - 124
    Date: 2022
    ISBN:
    Book title: REDES-INNOVAESTIC 2022. Libro de actas
  • 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). Lecture Notes in Networks and Systems, vol 594.
  • Book chapter title: Efficient instance segmentation using deep learning for species identification in fish markets
    Authors: Garcia-D\u0027Urso, N. E. ; Galan-Cuenca, A; Climent-Pérez, P.; Saval-Calvo, M.; Azorin-Lopez, J.; Fuster-Guillo, A.
    Editorial:
    Pages: -
    Date: 2022
    ISBN:
    Book title: 2022 International Joint Conference on Neural Networks (IJCNN)

    DOI: 10.1007/978-3-031-70546-5_4
  • 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). Lecture Notes in Networks and Systems, vol 594.
RELEVANT CONFERENCE PAPERS
  • Title: Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis
    Authors: Ortiz -Perez , D. ; Tomás, D.; Garcia-Rodriguez, J.
    Type of participation: Ponencia
    Conference name: Interspeech 2024
    Event type: Internacional
    City of performance: (GRECIA)
    Date of performance: 02/09/2024
    RUA: http://dx.doi.org/10.21437/Interspeech.2024-914
  • Title: Multimodal Fusion Strategies for Emotion Recognition
    Authors: Ortiz -Perez , D. ; Benavent-Lledo, M. ; Mulero-Pérez, David; Tomás, D.; Garcia-Rodriguez, J.
    Type of participation: Ponencia
    Conference name: International Joint Conference on Neural Networks (IJCNN)
    Event type: Internacional
    City of performance: (JAPÓN)
    Date of performance: 30/06/2024
    RUA: http://dx.doi.org/10.1109/IJCNN60899.2024.10650105
  • Title: UnrealFall: Overcoming Data Scarcity through Generative Models
    Authors: Mulero-Pérez, David; Benavent-Lledo, M. ; Ortiz -Perez , D. ; Garcia-Rodriguez, J.
    Type of participation: Ponencia
    Conference name: International Joint Conference on Neural Networks (IJCNN)
    Event type: Internacional
    City of performance: (JAPÓN)
    Date of performance: 30/06/2024
    RUA: http://dx.doi.org/10.1109/IJCNN60899.2024.10651116
  • Title: Deep Learning for Enhanced Risk Assessment in Home Environments
    Authors: Rodriguez-Juan, J. ; Ortiz -Perez , D. ; Garcia-Rodriguez, J.; Tomás, D.
    Type of participation: Ponencia
    Conference name: 10th International Conference on the Interplay between Natural and Artificial Computation. IWINAC 2024
    Event type: Internacional
    City of performance: (PORTUGAL)
    Date of performance: 04/06/2024
    RUA: https://doi.org/10.1007/978-3-031-61137-7_9
  • Title: Exploring Text-Driven Approaches for Online Action Detection
    Authors: Benavent-Lledo, M. ; Mulero-Pérez, David; Ortiz -Perez , D. ; Garcia-Rodriguez, J.; Orts-Escolano, S.
    Type of participation: Ponencia
    Conference name: International Conference on the Interplay between Natural and Artificial Computation (IWINAC)
    Event type: Internacional
    City of performance: (PORTUGAL)
    Date of performance: 04/06/2024
    RUA: http://dx.doi.org/10.1007/978-3-031-61137-7_6
  • Title: Lightweight CNNs for Advanced Bird Species Recognition on the Edge
    Authors: Rodriguez-Juan, J. ; Ortiz -Perez , D. ; Garcia-Rodriguez, J.
    Type of participation: Ponencia
    Conference name: 10 th International Conference on the Interplay between Natural and Artificial Computation. IWINAC2024
    Event type: Internacional
    City of performance: (PORTUGAL)
    Date of performance: 04/06/2024
    RUA: https://doi.org/10.1007/978-3-031-61137-7_10
  • Title: Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation
    Authors: Mulero-Pérez, David; Ortiz -Perez , D. ; Benavent-Lledo, M. ; Garcia-Rodriguez, J.; Azorin-Lopez, J.
    Type of participation: Ponencia
    Conference name: International Conference on the Interplay between Natural and Artificial Computation (IWINAC)
    Event type: Internacional
    City of performance: (PORTUGAL)
    Date of performance: 04/06/2024
    RUA: http://dx.doi.org/10.1007/978-3-031-61137-7_8
  • Title:   Federated Learning for Industry 5.0: A State-of-the-Art Review
    Authors: Ramirez-Gordillo, T. ; Calabuig Barbero, Eduardo; Mora, H.; Pujol-López, F.A.; Amador-Moreno, S.
    Type of participation: Ponencia
    Conference name: 15th International Conference on Ubiquitous Computing and Ambient Intelligence
    Event type: Internacional
    City of performance: (MEXICO)
    Date of performance: 28/11/2023
    RUA: https://doi.org/10.1007/978-3-031-48590-9_6
  • Title: A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets
    Authors: Galan-Cuenca, A; Garcia-D\u0027Urso, N. E. ; Climent-Pérez, P.; Fuster-Guillo, A.; Azorin-Lopez, J.
    Type of participation: Ponencia
    Conference name: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications
    Event type: Internacional
    City of performance: Salamanca (SALAMANCA) (ESPAÑA)
    Date of performance: 05/09/2023
  • Title: A Multimodal Dataset to Create Manufacturing Digital Twins
    Authors: ALFARO VIQUEZ, DAVID; Zamora Hernandez, Mauricio; GRILLO, HANZEL; Garcia-Rodriguez, J.; Azorin-Lopez, J.
    Type of participation: Ponencia
    Conference name: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications
    Event type: Internacional
    City of performance: Salamanca (SALAMANCA) (ESPAÑA)
    Date of performance: 05/09/2023