Co-author Network
Co-researcher Network
sample of publications
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articles
- DMZoomNet: Improving of Object Detection Using Distance Information in an Intralogistics Environment. IEEE Transactions on Industrial Informatics. 20:9163-9171. 2024
- LSTM vs CNN in real ship trajectory classification. LOGIC JOURNAL OF THE IGPL. 1-13. 2024
- Context learning from a ship trajectory cluster for anomaly detection. NEUROCOMPUTING. 563. 2024
- An approach to forecasting and filtering noise in dynamic systems using LSTM architectures. NEUROCOMPUTING. 500:637-648. 2022
- Simulation in real conditions of navigation and obstacle avoidance with PX4/Gazebo platform. Personal and Ubiquitous Computing. 26:1171-1191. 2022
- Application of smooth fuzzy model in image denoising and edge detection. Mathematics. 10:1-25. 2022
- Error Reduction in Vision-Based Multirotor Landing System. SENSORS. 22:3625-3650. 2022
- State Estimation Fusion for Linear Microgrids over an Unreliable Network. Energies. 15:2288-2312. 2022
- Segmentation optimization in trajectory-based ship classification. Journal of Computational Science. 59:1-16. 2022
- Review and classification of trajectory summarisation algorithms: From compression to segmentation. International Journal of Distributed Sensor Networks. 17:1-27. 2021
- Improving time series forecasting using information fusion in local agricultural markets. NEUROCOMPUTING. 452:1-19. 2021
- Forecasting Nonlinear Systems with LSTM: Analysis and Comparison with EKF. SENSORS. 21:1805. 2021
- Architecture for trajectory-based fishing ships 3 classification with AIS data. SENSORS. 20:1-21. 2020
- Real evaluation for designing sensor fusion in UAV platforms. Information Fusion. 63:136-152. 2020
- On the recursive joint position and attitude determination in multi-antenna GNSS platforms. Remote Sensing. 12:1-22. 2020
- Second-order statistics analysis and comparison between arithmetic and geometric average fusion: Application to multi-sensor target tracking. Information Fusion. 51:233-243. 2019
- Fuzzy Model Identification and Self Learning with Smooth Compositions. International Journal of Fuzzy Systems. 21:2679-2683. 2019
- How Effective are Smooth Compositions in Predictive Control of TS Fuzzy Models?. International Journal of Fuzzy Systems. 21:1669. 2019
- On Approximation Properties of Smooth Fuzzy Models. International Journal of Fuzzy Systems. 20:2657-2667. 2018
- Data Association Methodology to Improve Spatial Predictions in Alternative Marketing Circuits in Ecuador. Computational Intelligence and Neuroscience (discontinued). 2018
- Player: an open source tool to simulate complex maritime environments to evaluate data fusion performance. SIMULATION MODELLING PRACTICE AND THEORY. 76:3-21. 2017
- MONEDA: scalable multi-objective optimization with a neural network-based estimation of distribution algorithm. JOURNAL OF GLOBAL OPTIMIZATION. 66:729-768. 2016
- A stopping criterion for multi-objective optimization evolutionary algorithms. INFORMATION SCIENCES. 367:700-718. 2016
- Bridging from syntactic to statistical methods: Classification with automatically segmented features from sequences. PATTERN RECOGNITION. 48:3749-3756. 2015
- Context-based Information Fusion: A survey and discussion. Information Fusion. 25:16-31. 2015
- Human Computer Interactions in Next-Generation of Aircraft Smart Navigation Management Systems: Task Analysis and Architecture under an Agent-Oriented Methodological Approach. SENSORS. 15:5228-5250. 2015
- Model-based trajectory reconstruction with IMM smoothing and segmentation. Information Fusion. 22:127-140. 2015
- Context-based information fusion [Guest Editorial]. Information Fusion. 21:82-84. 2015
- Context-based multi-level information fusion for harbor surveillance. Information Fusion. 21:173-186. 2015
- Context aided pedestrian detection for danger estimation based on laser scanner and computer vision. EXPERT SYSTEMS WITH APPLICATIONS. 41:6646-6661. 2014
- Combining heterogeneous inputs for the development of adaptive and multimodal interaction systems. Advances in Distributed Computing and Artificial Intelligence Journal. 2:37-53. 2013
- Intelligent Systems in Context-Based Distributed Information Fusion. International Journal of Distributed Sensor Networks. 2013:1-2. 2013
- Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE. 68:247-273. 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
- ATC Trajectory Reconstruction for Automated Evaluation of Sensor and Tracker Performance. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE. 28:4-17. 2013
- Context-aided Sensor Fusion for Enhanced Urban Navigation. SENSORS. 12:16802-16837. 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
- 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
- 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
- MB-GNG: Addressing drawbacks in multi-objective optimization estimation of distribution algorithms. OPERATIONS RESEARCH LETTERS. 39:150-154. 2011
- Piecewise Linear Representation Segmentation in Noisy Domains with a Large Number of Measurements: The Air Traffic Control Domain. International Journal on Artificial Intelligence Tools. 20:367-399. 2011
- Data Fusion to Improve Trajectory Tracking in a Cooperative Surveillance Multi-Agent Architecture. Information Fusion. 11:243-255. 2010
- A Meta-level Evolutionary Strategy for Many-criteria Design: Application to Improving Tracking Filters. ADVANCED ENGINEERING INFORMATICS. 23:243-252. 2009
- Opportunity Trajectory Reconstruction Techniques for Evaluation of ATC Systems. International Journal of Microwave and Wireless Technologies. 1:231-238. 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
- Effective Evolutionary Algorithms for Many-Specifications Attainment: Application to Air Traffic Control Tracking Filters. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 13:151-168. 2009
- EATS: An Agent-Based Air Trafic Simulator. Computer Science and Information Systems. 3:36-50. 2008
- Machine Learning Techniques for Acquiring New Knowledge in Image Tracking. APPLIED ARTIFICIAL INTELLIGENCE. 22:266-282. 2008
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book chapters
- Data Fusion . In: Encyclopedia of Big Data Technologies. SPRINGER. 2018
- Military Usages of Speech and Language Technologies: A Review. In: Meeting Security Challenges Through Data Analytics and Decision Support. IOS PRESS. 44-68. 2016
- Architectural Aspects for Context Exploitation in Information Fusion. In: Context-Enhanced Information Fusion : Boosting Real-World Performance with Domain Knowledge. Springer Berlin / Heidelberg. 185-203. 2016
- 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
- Ontologies for Representation and Exploitation of Contextual Information. In: Advanced Algorithms for Effectively Fusing Hard and Soft Information : Algorithmes avancés de fusion efficace des informations sures et incertaines. STO/NATO. 9-1-9-22. 2015
- 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
- A Multi-Agent Approach for Designing Next Generation of Air Traffic Systems. In: Advances in Air Navigation Services. INTECH. 147-174. 2012
- Air Traffic Trajectories Segmentation Based on Time-Series Sensor Data. In: Sensor Fusion and its Applications. INTECH. 31-52. 2010
- 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
- A Comparative Study of Discretization Approaches for State Space Generalization in the Keepaway Soccer Task. In: Progress in Education. Volume 21. NOVA PUBLISHERS. 161-190. 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
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conference contributions
- Error reduction in autonomous multirotor vision-based landing system with helipad context. 1-8. 2022
- Automatic Individual Tree Detection from Combination of Aerial Imagery, LiDAR and Environment Context. 294-303. 2021
- Clustering of maritime trajectories with AIS features for context learning. 923-930. 2021
- LSTM vs CNN in Real Ship Trajectory Classification. 58-57. 2021
- An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM Architectures. 155-165. 2020
- Segmentation optimization in trajectory-based ship classification. 540-549. 2020
- Analysis of Sensor Fusion Solutions for UAV Platfoms. 35-40. 2018
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From
Situation Awareness to Intelligence: Increasing Complexity in Fusion Models for
Sense-Making
2018 - Improving forecasting using Information Fusion in local agricultural markets. 479-489. 2018
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Information
Fusion and Machine Learning in Spatial Prediction for local agricultural
markets. 235-246. 2018 - Model Learning and Spatial Data Fusion for Predicting Sales in Local Agricultural Markets. 2407-2414. 2018
- Towards a robust robotic assistant for Comprehensive Geriatric Assessment procedures: updating the CLARC system. 820-825. 2018
- Analysis of real data with sensors and estimation outputs in configurable UAV platforms 2017
- Data Fusion In Cloud Computing: Big Data Approach. 569-575. 2017
- A Proposal for Processing and Fusioning Multiple Information Sources in Multimodal Dialog Systems. 167-178. 2014
- A novel approach for data fusion and dialog management in user-adapted multimodal dialog systems. 1-7. 2014
- Geographic context configuration in fusion algorithms for maritime surveillance. 1-8. 2014
- Modelos de representación de imprecisión e incertidumbre en fusión de alto nivel. 541-546. 2014
- Multi-level fusion of hard and soft information. 1-8. 2014
- Navigation capabilities of mid-cost GNSS/INS vs. smartphone Analysis and Comparison in Urban Navigation scenarios. 1-7. 2014
- Processing and fusioning multiple heterogeneous information sources in multimodal dialog systems. 1-6. 2014
- A multi-agent architecture to combine heterogeneous inputs in multimodal interaction systems. 1513-1522. 2013
- Contextual Knowledge and Information Fusion for Maritime Piracy Surveillance. 80-88. 2013
- Fusion of Sensor Data and Intelligence in FITS. 342-349. 2013
- Overview of contextual tracking approaches in information fusion 2013
- Towards Characterizing Maritime Piracy Problems and Solution Spaces: Preliminary Results from Study Group Discussions. 244-271. 2013
- Applying the Dynamic Region Connection Calculus to Exploit Geographic Knowledge in Maritime Surveillance. 1546-1553. 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
- Improving Multiple-Model Context-Aided Tracking through an Autocorrelation Approach. 1822-1829. 2012
- Multi-Level Fusion: issues in bridging the gap between high and low level fusion 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 Regularised Particle Filter for Context-Aware Sensor Fusion Applications 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
- Context-Awareness at the Service of Sensor Fusion Systems: Inverting the Usual Scheme. 653-660. 2011
- Fusion Based Safety Application for Pedestrian Detection with Danger Estimation. 1-8. 2011
- Group Behavior Recognition in Context-Aware Systems. 645-652. 2011
- Indicator-based MONEDA: A Comparative Study of Scalability with Respect to Decision Space Dimensions. 957-964. 2011
- Multi-Objective Optimization with an Adaptive Resonance Theory-Based Estimation of Distribution Algorithm: A Comparative Study. 458-472. 2011
- Neighborhood-based Regularization of Proposal Distribution for Improving Resampling Quality in Particle Filters. 1771-1778. 2011
- Opportunistic Multi-sensor Fusion for Robust Navigation in Smart Environments. 59-68. 2011
- Representation and Exploitation of Context Knowledge in a Harbor Surveillance Scenario. 1787-1794. 2011
- Research Opportunities in Contextualized Fusion Systems. The Harbor Surveillance Case. 621-628. 2011
- The EducAgent Platform: Intelligent Conversational Agents for E-Learning Applications. 117-124. 2011
- Topological Properties in Ontology-based Applications. 1329-1334. 2011
- A Simulation Framework for UAV Sensor Fusion. 460-467. 2010
- Advancing Model-Building for Many-Objective Optimization Estimation of Distribution Algorithms. 512-521. 2010
- Air Traffic Control: A Local Approach to the Trajectory Segmentation Issue. 498-507. 2010
- Analysis of a sensor fusion hybrid solution for indoor/outdoor robot navigation. 579-586. 2010
- Contextual and Human Factors in Information Fusion. 79-92. 2010
- Interactive Video Annotation Tool. 325-332. 2010
- Introducing a Robust and Efficient Stopping Criterion for MOEA's. 4314-4321. 2010
- Moving away from error-based learning in multi-objective estimation of distribution algorithms. 545-546. 2010
- Piecewise Linear Representation Segmentation as a Multiobjective Optimization Problem. 267-274. 2010
- Robust Sensor Fusion in Real Maritime Surveillance Scenarios. 1-8. 2010
- Strategies and Techniques for Use and Exploitation of Contextual Information in High-Level Fusion Architectures 2010
- A 4D Trajectory Negotation Protocol for Arrival and Approach Sequencing. 1-12. 2008
- 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
- Agents Detecting Reputation Noises with IMM Filtering 2008
- Algorithms for Opportunity Target Reconstruction 2008
- Analysis of Distributed Fusion Alternatives in Coordinated Vision Agents. 1279-1284. 2008
- Extending Local Contextual Reasoning to Multicamera Environments 2008
- Integration of ADS-B Surveillance Data in Operative Multiradar Tracking Processors 2008
- Introducing MONEDA: Scalable Multiobjective Optimization with a Neural Estimation of Distribution Algorithm 2008
- Model Building Algorithms for Multiobjective Edas: Directions for Improvement 2008
- Occlusion Management using a Context-based Tracking System 2008
- Requirements for Supervised Fusion Adaption through HCI in a Multi-Target Multi-Sensor Environment 2008
- Scalable Continuous Multiobjective Optimization with a Neural-based Estimation of Distribution Algorithm 2008
- Simulador de tráfico aéreo con fines experimentales basado en sistemas multiagente 2008
- Solving Video-Association Problem with Explicit Evaluation of Hypothesis Using EDAS 2008
- TRES: multiradar-multisensor data processing assessment using opportunity 2008
- Trajectory Reconstruction Techniques for Evaluation of ATC Systems 2008