Co-author Network
Co-researcher Network
sample of publications
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articles
- Non-elective caesarean section risk assessment using Machine Learning techniques = Evaluación del riesgo de cesárea no electiva mediante técnicas de Machine Learning. Clinica e Investigacion en Ginecologia y Obstetricia. 51:1-10. 2024
- DMZoomNet: Improving of Object Detection Using Distance Information in an Intralogistics Environment. IEEE Transactions on Industrial Informatics. 20:9163-9171. 2024
- Seamless Transition From Machine Learning on the Cloud to Industrial Edge Devices With Thinger.io. IEEE Internet of Things Journal. 10:16548-16563. 2023
- CONEqNet: convolutional music equalizer network. MULTIMEDIA TOOLS AND APPLICATIONS. 82:3911-3930. 2023
- MAMOM: Multicriteria Attribution Model for Online Marketing. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING. 1-23. 2022
- A super-resolution enhancement of UAV images based on a convolutional neural network for mobile devices. Personal and Ubiquitous Computing. 26:1193-1204. 2022
- LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification. International Journal of Interactive Multimedia and Artificial Intelligence. 7:121-131. 2022
- PSON: A Serialization Format for IoT Sensor Networks. SENSORS. 21:1-18. 2021
- Variational autoencoders for anomaly detection in the behaviour of the elderly using electricity consumption data. EXPERT SYSTEMS. 1-12. 2021
- Outlier detection transilience-probabilistic model for wind tunnels based on sensor data. SENSORS. 21:2532. 2021
- Minimum Relevant Features to Obtain Explainable Systems for Predicting Cardiovascular Disease Using the Statlog Data Set. Applied Sciences-Basel. 11 (3):1-18. 2021
- Optimization of the ISP parameters of a camera through differential evolution. IEEE Access. 8:143479-143493. 2020
- Analysis of scientific production based on trending research topics. An Artificial Intelligence case study. Revista Espanola de Documentacion Cientifica. 42. 2019
- Thinger.io: An Open Source Platform for Deploying Data Fusion Applications in IoT Environments. SENSORS. 19:1-23. 2019
- Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system. EXPERT SYSTEMS WITH APPLICATIONS. 115:403-411. 2019
- CALIMACO: application of multimodal dialog systems and mobile devices to provide enhanced library services. Revista Espanola de Documentacion Cientifica. 39. 2016
- Human action recognition with sparse classification and multiple-view learning. EXPERT SYSTEMS. 31:354-364. 2014
- A practical approach for active camera coordination based on a fusion-driven multi-agent system. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE. 45:741-755. 2014
- Intelligent Systems in Context-Based Distributed Information Fusion. International Journal of Distributed Sensor Networks. 2013:1-2. 2013
- Radar Tracking System Using Contextual Information on a Neural Network Architecture in Air Combat Maneuvering. International Journal of Distributed Sensor Networks. 2013:1-11. 2013
- A Feature Selection Approach to the Group Behavior Recognition Issue Using Static Context Information. International Journal of Distributed Sensor Networks. 2013:1-11. 2013
- Privacy-by-design rules in face recognition system. NEUROCOMPUTING. 109:49-55. 2013
- EPICS based low-level radio frequency control system in LIPAc. FUSION ENGINEERING AND DESIGN. 87:1872-1879. 2012
- Context-based scene recognition from visual data in smart homes: an Information Fusion approach. Personal and Ubiquitous Computing. 16:835-857. 2012
- Ontological Representation of Light Wave Camera Data to Support Vision-Based AmI. SENSORS. 12:12126-12152. 2012
- A probabilistic, discriminative and distributed system for the recognition of human actions from multiple views. NEUROCOMPUTING. 75:78-87. 2012
- A Practical Case Study: Face Recognition on Low Quality Images Using Gabor Wavelet and Support Vector Machines. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS. 64:447-463. 2011
- Communication in distributed tracking systems: an ontology-based approach to improve cooperation. EXPERT SYSTEMS. 28:288-305. 2011
- Fuzzy region assignment for visual tracking. SOFT COMPUTING. 15:1845-1864. 2011
- MIJ2K Optimization using evolutionary multiobjective optimization algorithms. EXPERT SYSTEMS WITH APPLICATIONS. 38:10999-11010. 2011
- Boosting video tracking performance by means of Tabu Search in Intelligent Visual Surveillance Systems. JOURNAL OF HEURISTICS. 17:415-440. 2011
- A Multi-Agent Architecture Based on the BDI Model for Data Fusion in Visual Sensor Networks. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS. 62:299-328. 2011
- Ontology-based context representation and reasoning for object tracking and scene interpretation in video. EXPERT SYSTEMS WITH APPLICATIONS. 38:7494-7510. 2011
- MIJ2K: Enhanced video transmission based on conditional replenishment of JPEG2000 tiles with motion compensation. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION. 22:332-344. 2011
- Data Fusion to Improve Trajectory Tracking in a Cooperative Surveillance Multi-Agent Architecture. Information Fusion. 11:243-255. 2010
- Integración de los sistemas de diálogo para la interacción en redes sociales = Spoken Dialogue Systems for its Interaction in Social Networks. Procesamiento del Lenguaje Natural. 44:107-114. 2010
- Privacy and Legal Requirements for Developing Biometric Identification Software in Context-Based Applications. International Journal of Biosciences and Technology. 2:13-24. 2010
- A Context Model and Reasoning System to Improve Object Tracking in Complex Scenarios. EXPERT SYSTEMS WITH APPLICATIONS. 36:10995-11005. 2009
- Discrete Optimization Algorithms in Real-Time Visual Tracking. APPLIED ARTIFICIAL INTELLIGENCE. 23:805-827. 2009
- Soft Computing Techniques for Free-Space Measurements of Complex Dielectric Constant. APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL. 24:318-325. 2009
- Visual Data Association for Real-Time Video Tracking Using Genetic and Estimation of Distribution Algorithms. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 19:208-220. 2009
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book chapters
- Machine learning for smart tourism and retail. In: Research Anthology on Machine Learning Techniques, Methods, and Applications. IGI GLOBAL. p. 753-p. 775. 2022
- Data Fusion . In: Encyclopedia of Big Data Technologies. SPRINGER. 2018
- Context-Based Situation Recognition in Computer Vision Systems. In: Context-Enhanced Information Fusion : Boosting Real-World Performance with Domain Knowledge. Springer Berlin / Heidelberg. 627-651. 2016
- High-Level Information Fusion in Visual Sensor Networks. In: Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications. IGI GLOBAL. 197-223. 2012
- Distributed Data and Information Fusion in Visual Sensor Networks. In: Distributed Data Fusion for Network-Centric Operations. CRC Press & IEEE. 435-466. 2012
- Java in Ambient Intelligence Applications. In: Java Software and Embedded Systems. NOVA SCIENCE PUBLISHERS INC. 1-43. 2010
- Solving Combinatorial Problems with Time Constrains using Estimation of Distribution Algorithms and Their Application in Video-Tracking Systems. In: New Achievements in Evolutionary Computation. INTECH. 251-266. 2010
- Coalition of Surveillance Agents: Cooperative Fusion Improvement in Surveillance Systems. In: Agent-Based Ubiquitous Computing. ATLANTIS PRESS. 103-115. 2009
- Computational Intelligence in Visual Sensor Networks: Improving Video Processing Systems. In: Computational Intelligence in Multimedia Processing: Recent Advances. SPRINGER. 351-377. 2008
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books
- Ciencia de datos : técnicas analíticas y aprendizaje analítico : en un enfoque práctico. Altaria. 2018
- Sistemas de Fusión de Datos e Información de Contexto. Fundamentos, Técnicas y Aplicaciones. Editorial Académica Española. 2013
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conference contributions
- Smart song equalization based on the classification of musical genres. 186-195. 2020
- A Convolutional Neural Network Model for Superresolution Enhancement of UAV Images. 992-997. 2019
- Analysis of the Consumption of Household Appliances for the Detection of Anomalies in the Behaviour of Older People. 60-68. 2019
- New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms. 229-240. 2019
- A Propose Architecture for Situated Multi-agent Systems and Virtual Simulated Environments Applied to Educational Immersive Experiences. 413-423. 2017
- Market Trends and Customer Segmentation for Data of Electronic Retail Store. 519-530. 2017
- Information fusion as input source for improving multi-agent system autonomous decision-making in maritime surveillance scenarios. 1-8. 2014
- A Data Fusion Perspective on Human Motion Analysis Including Multiple Camera Applications. 149-158. 2013
- A Practical Approach to the Development of Ontology-Based Information Fusion Systems. 176-183. 2013
- Accesibilidad en tecnologías de la comunicación avanzadas 2013
- Autonomous Active-Camera Control Architecture based on Multi-Agent Systems for Surveillance Scenarios. 210-217. 2013
- Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization. 140-149. 2013
- Técnicas de Supervisión Administrativa para Aplicaciones de Inteligencia Ambiental &-AmI- 2013
- Applying the Dynamic Region Connection Calculus to Exploit Geographic Knowledge in Maritime Surveillance. 1546-1553. 2012
- Distributed Active-Camera Control Architecture Based on Multi-Agent Systems. 103-112. 2012
- Group Behavior Recognition Issue, Feature Analysis on Defending Pick and Roll Basketball Move. 1001-1010. 2012
- INEF12Basketball Dataset and the Group Behavior Recognition Issue.. 151-160. 2012
- Ontological representation of time-of-flight camera data to support vision-based AmI. 865-870. 2012
- A General Purpose Context Reasoning Environment to Deal with Tracking Problems: An Ontology-based Prototype. 144-154. 2011
- A Structured Representation to the Group Behavior Recognition Issue. 47-57. 2011
- Automatically Updating a Dynamic Region Connection Calculus for Topological Reasoning. 69-77. 2011
- Group Behavior Recognition in Context-Aware Systems. 645-652. 2011
- Improving the Accuracy of Action Classification Using View-Dependent Context Information. 136-143. 2011
- Multi-camera Control and Video Transmission Architecture for Distributed Systems. 37-45. 2011
- Multicamera Action Recognition with Canonical Correlation Analysis and Discriminative Sequence Classification. 491-500. 2011
- Regulatory Model for AAL. 183-192. 2011
- Representation and Exploitation of Context Knowledge in a Harbor Surveillance Scenario. 1787-1794. 2011
- Topological Properties in Ontology-based Applications. 1329-1334. 2011
- A Conversational Academic Assistant for the Interaction in Virtual Worlds. 283-290. 2010
- A Legal View of Ambient Assisted Living Developments. 631-638. 2010
- A Regulatory Model for Context-Aware Abstract Framework. 397-406. 2010
- Contextual and Human Factors in Information Fusion. 79-92. 2010
- Fusion of Single View Soft k-NN Classifiers for Multicamera Human Action Recognition. 436-443. 2010
- Interactive Video Annotation Tool. 325-332. 2010
- Multi-agent Based Distributed Semi-automatic Sensors Surveillance System Architecture. 317-324. 2010
- Multi-camera and Multi-modal Sensor Fusion, an Architecture Overview. 301-308. 2010
- Strategies and Techniques for Use and Exploitation of Contextual Information in High-Level Fusion Architectures 2010
- A Multi-Agent Architecture to Support Active Fusion in a Visual Sensor Network 2008
- Advanced Algorithms for Real-Time Video Tracking with Multiple Target. 125-131. 2008
- Analysis of Distributed Fusion Alternatives in Coordinated Vision Agents. 1279-1284. 2008
- Development of User Interfaces for Video Applications Interaction 2008
- Distributing Applied to Surveillance Application Track Transfer Protocol (TTP). 79-87. 2008
- Extending Local Contextual Reasoning to Multicamera Environments 2008
- Human-Computer Interaction and Usability Research: Capturing Infra-Red Light. 146-153. 2008
- Occlusion Management using a Context-based Tracking System 2008
- On the Process of Designing an Activity Recognition System using Symbolic and Subsymbolic Techniques 2008
- Solving Video-Association Problem with Explicit Evaluation of Hypothesis Using EDAS 2008