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CiTIUS
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Manuel Mucientes Molina
Publications
Manuel Mucientes Molina
2022
A few‑shot approach for COVID‑19 screening in standard and portable chest X‑ray images
Author/s: Daniel Cores, Nicolás Vila-Blanco, María Pérez-Alarcón, Anxo Martínez-de-Alegría, Manuel Mucientes, María J. Carreira
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
2HDED:NET for joint depth estimation and image deblurring from a single out-of-focus image
Author/s: Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes, Víctor M. Brea, Daniela Coltuc
A full data augmentation pipeline for small object detection based on generative adversarial networks
Author/s: Brais Bosquet, Daniel Cores, Lorenzo Seidenari, Víctor M.Brea, Manuel Mucientes, Alberto Del Bimbo
Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos
Author/s: Daniel Cores, Víctor M. Brea, Manuel Mucientes
Tracking More Than 100 Arbitrary Objects at 25 FPS Through Deep Learning
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
2021
Spatio-Temporal Object Detection from UAV On-Board Cameras
Author/s: Daniel Cores, Victor M. Brea, Manuel Mucientes
STDnet-ST: Spatio-Temporal ConvNet for Small Object Detection
Author/s: B. Bosquet, M. Mucientes and V. Brea
Automatic linguistic reporting of customer activity patterns in open malls
Author/s: Manuel Ocaña, David Chapela-Campa, Pedro Álvarez, Noelia Hernández, Manuel Mucientes, Javier Fabra, Ángel Llamazares, Manuel Lama, Pedro A. Revenga, Alberto Bugarín, Miguel A. García-Garrido, Jose M. Alonso
Real-Time Multiple Object Visual Tracking for Embedded GPU Systems
Author/s: M. Fernández-Sanjurjo, M. Mucientes, V.M. Brea
Short-term anchor linking and long-term self-guided attention for video object detection
Author/s: Daniel Cores, Víctor M. Brea, Manuel Mucientes
SiamMT: Real-Time Arbitrary Multi-Object Tracking
Author/s: Lorenzo Vaquero, Manuel Mucientes and Víctor M. Brea
Correlation-based ConvNet for Small Object Detection in Videos
Author/s: B. Bosquet, M. Mucientes and V. Brea
2020
Estimation of customer activity patterns in open malls by means of combining localization and process mining techniques
Author/s: Manuel Ocaña, Angel Llamazares, Pedro A. Revenga, Miguel A. Garcia-Garrido, Noelia Hernandez, Pedro Alvarez, Javier Fabra, David Chapela-Campa, Manuel Mucientes, Manuel Lama, Alberto Bugarin, Jose M. Alonso
Repairing Alignments of Process Models
Author/s: S.J. van Zelst, J.C.A.M. Buijs, B. Vazquez-Barreiros, M. Lama, M. Mucientes
RoI Feature Propagation for Video Object Detection
Author/s: Daniel Cores, Manuel Mucientes and Víctor M. Brea
Understanding complex process models by abstracting infrequent behavior
Author/s: David Chapela-Campa, Manuel Mucientes, Manuel Lama
Autonomous navigation for UAVs managing motion and sensing uncertainty
Author/s: Adrián González-Sieira, Daniel Cores, Manuel Mucientes, Alberto Bugarín
STDnet: Exploiting high resolution feature maps for small object detection
Author/s: Brais Bosquet, Manuel Mucientes, Víctor M.Brea
2019
Simplification of Complex Process Models by Abstracting Infrequent Behaviour
Author/s: David Chapela-Campa, Manuel Mucientes, and Manuel Lama
INVERBIS: minería de datos aplicada a la mejora de procesos
Author/s: Alejandro Ramos, Gonzalo Martín, Senén Barro, Alberto Bugarín, Manuel Lama and Manuel Mucientes
Real-time visual detection and tracking system for traffic monitoring
Author/s: Mauro Fernández-Sanjurjo, Brais Bosquet, Manuel Mucientes, Víctor M.Brea
A Real-Time Processing Stand-Alone Multiple Object Visual Tracking System
Author/s: Mauro Fernández-Sanjurjo, Manuel Mucientes, Vı́ctor M. Brea
Pattern-based Simplification of Process Models
Author/s: David Chapela-Campa, Manuel Mucientes, Manuel Lama
Consultas eficientes sobre registros de eventos basadas en análisis de conformidad
Author/s: Jacobo Casas Ramos, Manuel Lama, Manuel Mucientes
Real-Time Traffic Monitoring with Occlusion Handling
Author/s: Mauro Fernández-Sanjurjo, Manuel Mucientes, Vı́ctor M. Brea
Feature selection and evolutionary rule learning for Big Data in smart building energy management
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Alberto Bugarín
Graduated Fidelity Lattices for Motion Planning under Uncertainty
Author/s: Adrián González-Sieira, Manuel Mucientes, Alberto Bugarín
Mining Frequent Patterns in Process Models
Author/s: David Chapela-Campa, Manuel Mucientes, Manuel Lama
2018
Motion Planning under Uncertainty in Graduated Fidelity Lattices
Author/s: Adrián González-Sieira, Manuel Mucientes, Alberto Bugarín
Deep Learning para detección y tracking de objetos en vídeo
Author/s: Brais Bosquet, Mauro Fernández-Sanjurjo, Lorenzo Vaquero, Daniel Cores, Víctor Brea, Manuel Mucientes
STDnet: A ConvNet for Small Target Detection
Author/s: Brais Bosquet, Manuel Mucientes, Víctor M. Brea
2017
Reconstrucción 3D densa de escenas utilizando una cámara monocular
Author/s: Daniel Cores and Manuel Mucientes
Discovering Infrequent Behavioral Patterns in Process Models
Author/s: David Chapela-Campa, Manuel Mucientes, Manuel Lama
Towards the Extraction of Frequent Patterns in Complex Process Models
Author/s: David Chapela-Campa, Manuel Mucientes, Manuel Lama
Scalable Modeling of Thermal Dynamics in Buildings using Fuzzy Rules for Regression
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Alberto Bugarin
Computer-assisted development of two-dimensional liquid chromatographic separations
Author/s: S.Triñanes, P.Rodríguez-Mier, M.Mucientes, A.Bugarin, C.Cobas, R. Cela
2016
Enhancing Discovered Processes with Duplicate Tasks
Author/s: Borja Vázquez-Barreiros, Manuel Mucientes, Manuel Lama
S-FRULER: Scalable Fuzzy Rule Learning through Evolution for Regression
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes, Alberto Bugarin
Prediction of indoor temperatures for energy optimization in buildings
Author/s: Pablo Rodríguez-Mier, Marc Fresquet, Manuel Mucientes, Alberto Bugarín
Reparación de alineamientos en modelos de proceso similares
Author/s: B. Vázquez-Barreiros, S.J. van Zelst, J.C.A.M. Buijs, M. Lama, M. Mucientes
Recompilación de procesos de educación a partir de registros de eventos
Author/s: J.C. Vidal, B. Vázquez-Barreiros, M. Lama, M. Mucientes
Análisis inteligente de flujos de trabajo sociales
Author/s: Manuel Lama, Pedro Alvarez, Manuel Ocaña, Manuel Mucientes, Joaquín Ezpeleta, Miguel Ángel Garrido, Alberto Bugarín
FRULER: Fuzzy Rule Learning through Evolution for Regression
Author/s: I. Rodríguez-Fdez, M. Mucientes , A. Bugarín
A Genetic Fuzzy System for Large-scale Regression
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes and Alberto Bugarin
An Integrated Semantic Web Service Discovery and Composition Framework
Author/s: Pablo Rodriguez-Mier, Carlos Pedrinaci, Manuel Lama, Manuel Mucientes
Process Mining in IT Service Management: A Case Study
Author/s: Borja Vázquez-Barreiros, David Chapela, Manuel Mucientes, ManuelLama, and Diego Berea
Prediction of building temperatures for energy optimization
Author/s: P. Rodríguez-Mier, M. Fresquet, M. Mucientes, A. Bugarín.
Repairing Alignments: Striking the Right Nerve
Author/s: B. Vázquez-Barreiros, S.J. van Zelst, J.C.A.M. Buijs, M. Lama, M. Mucientes
A MapReduce Implementation of a Genetic Fuzzy System for Regression
Author/s: I. Rodríguez-Fdez, M. Mucientes, A. Bugarín
Recompiling learning processes from event logs
Author/s: Juan C. Vidal, , Borja Vázquez-Barreiros , Manuel Lama , Manuel Mucientes
2015
An Adaptive Multi-resolution State Lattice Approach for Motion Planning with Uncertainty
Author/s: Adrián González-Sieira, Manuel Mucientes and Alberto Bugarín
Generacion automática de informes en lenguaje natural en una plataforma de e-learning
Author/s: Alejandro Ramos-Soto, Manuel Lama Penín, Borja Vázquez-Barreiros, Alberto Bugarín, Manuel Mucientes and Senén Barro
Hybrid Optimization Algorithm for Large-Scale QoS-Aware Service Composition
Author/s: Pablo Rodríguez-Mier, Manuel Mucientes, Manuel Lama
ProDiGen: minando modelos completos, precisos y simples con un algoritmo genético
Author/s: Borja Vázquez-Barreiros, Manuel Mucientes, y Manuel Lama
Algoritmo Híbrido de Composición Automática de Servicios con QoS
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Manuel Lama
Demo: Mask and Maskless Face Classification System to Detect Breach Protocols in the Operating Room
Author/s: A. Nieto-Rodríguez, M. Mucientes, V.M. Brea
Reducing the Complexity in Genetic Learning of Accurate Regression TSK Rule-Based Systems
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes and Alberto Bugarín
STAC: a web platform for the comparison of algorithms using statistical tests
Author/s: Ismael Rodríguez-Fdez, Adrián Canosa, Manuel Mucientes and Alberto Bugarín
Towards Textual Reporting in Learning Analytics Dashboards
Author/s: Alejandro Ramos-Soto, Manuel Lama, Borja Vázquez-Barreiros, Alberto Bugarín, Manuel Mucientes, Senén Barro
A Hybrid Local-Global Optimization Strategy for QoS-Aware Service Composition
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Manuel Lama
Soft Computing for Learner's Assessment in SoftLearn
Author/s: Borja Vázquez-Barreiros, Alejandro Ramos-Soto, Manuel Lama, Manuel Mucientes, Alberto Bugarín, Senén Barro
Mining Duplicate Tasks from Discovered Processes
Author/s: Borja Vázquez Barreiros, Manuel Mucientes, Manuel Lama
System for Medical Mask Detection in the Operating Room Through Facial Attributes
Author/s: A. Nieto-Rodríguez, M. Mucientes, V.M. Brea
Application of fuzzy techniques to Autonomous Robots
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes, Alberto Bugarín
Omnidirectional visual SLAM under severe occlusions
Author/s: C. Gamallo, M. Mucientes, C. V. Regueiro
ProDiGen: Mining complete, precise and minimal structure process models with a genetic algorithm
Author/s: Borja Vázquez-Barreiros, Manuel Mucientes, Manuel Lama
Learning Fuzzy Controllers in Mobile Robotics with Embedded Preprocessing
Author/s: I. Rodríguez-Fdez, M. Mucientes, A. Bugarín
2014
Reconstructing IMS LD Units of Learning from Event Logs
Author/s: Juan C. Vidal, Manuel Lama, Borja Vázquez, Manuel Mucientes
Using a Learning Analytics Tool for Evaluation in Self-Regulated Learning
Author/s: Ana Rodríguez Groba, Borja Vázquez Barreiros, Manuel Lama, Adriana Gewerc and Manuel Mucientes
Learning Analytics for the Prediction of the Educational Objectives Achievement
Author/s: Manuel Fernández-Delgado, Manuel Mucientes, Borja Vázquez-Barreiros and Manuel Lama
A Genetic Algorithm for Process Discovery Guided by Completeness, Precision and Simplicity
Author/s: Borja Vázquez-Barreiros, Manuel Mucientes, Manuel Lama
SoftLearn: A Process Mining Platform for the Discovery of Learning Paths
Author/s: Borja Vázquez-Barreiros, Manuel Lama, Manuel Mucientes, Juan C. Vidal
Hipster: An Open Source Java Library for Heuristic Search
Author/s: Pablo Rodriguez-Mier, Adrian Gonzalez-Sieira, Manuel Mucientes, Manuel Lama, Alberto Bugarin
2013
A State Lattice Approach for Motion Planning under Control and Sensor Uncertainty
Author/s: A. González-Sieira, M. Mucientes and A. Bugarín
Learning analytics framework for educational virtual worlds
Author/s: Beatriz Fernández-Gallego, Manuel Lama, Juan C. Vidal, Manuel Mucientes
An Instance Selection Algorithm for Regression and its Application in Variance Reduction
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes and Alberto Bugarin
A Tabu Search Optimization Module for Scheduling: Design and integration in the open source tool LibrePlan for project management
Author/s: A. González-Sieira, A. Bugarín, M. Mucientes and J. Morán
A FastSLAM-based Algorithm for Omnidirectional Cameras
Author/s: C. Gamallo, Manuel Mucientes , Carlos V. Regueiro
2012
A Dynamic QoS-Aware Semantic Web Service Composition Algorithm
Author/s: Pablo Rodríguez-Mier, Manuel Mucientes, Manuel Lama
Anytime Motion Replanning in State Lattices for Wheeled Robots
Author/s: A. González-Sieira, M. Mucientes, A. Bugarín
A FastSLAM Algorithm for Omnivision
Author/s: C. Gamallo, M. Mucientes, C. V. Regueiro
SoftLearn: Soft computing para minería de procesos en e-learning
Author/s: Manuel Mucientes, Manuel Lama, Juan C. Vidal
An Optimal and Complete Algorithm for Automatic Web Service Composition
Author/s: Pablo Rodríguez-Mier, Manuel Mucientes, Juan Carlos Vidal, Manuel Lama
Photons detection in Positron Emission Tomography through Iterative Rule Learning of TSK rule
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes, Alberto Bugarín
2011
Learning Intelligent Controllers for Path-Following Skills on Snake-Like Robots
Author/s: Francisco Javier Marín, Jorge Casillas, Manuel Mucientes, Aksel Andreas Transeth, Sigurd Aksnes Fjerdingen, and Ingrid Schjolberg
Aprendizaje de Controladores Difusos para Seguimiento de Trayectorias en Robots Multiarticulados
Author/s: F.J. Marín, J. Casillas, M. Mucientes, A.A. Transeth, S.A. Fjerdingen, and I. Schjølberg
An optimal and fast algorithm for web service composition
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Manuel Lama
Automatic web service composition with a heuristic-based search algorithm
Author/s: Pablo Rodriguez-Mier, Manuel Mucientes, Manuel Lama
Simplified Workflow Representation of IMS Learning Design
Author/s: Juan C. Vidal, Manuel Lama, Alberto Bugarín
Iterative Rule Learning of Quantified Fuzzy Rules for control in mobile robotics
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes, Alberto Bugarín
Machine Scheduling in Custom Furniture Industry through Neuro-Evolutionary Hybridization
Author/s: J.C. Vidal, M. Mucientes, A. Bugarín, M. Lama
2010
Composition of web services through genetic programming
Author/s: P. Rodríguez-Mier, M. Mucientes, M. Lama and M.I. Couto
Knowledge-Based Framework for Workflow Modelling: Application to the Furniture Industry
Author/s: Juan Carlos Vidal, Manuel Lama, Alberto Bugarín, Manuel Mucientes
People Detection through Quantified Fuzzy Temporal Rules
Author/s: Manuel Mucientes and Alberto Bugarín
Omnivision-based KLD-Monte Carlo Localization
Author/s: C. Gamallo, C. V. Regueiro, P. Quintía and M. Mucientes
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems
Author/s: M. Mucientes, J. Alcalá-Fdez, R. Alcalá and J. Casillas
Genetic programming algorithm for web service composition
Author/s: P. Rodríguez-Mier; M.Mucientes; M.Lama; M.I.Couto
2009
A Genetic Programming-based Algorithm for Composing Web Services
Author/s: Mucientes, Manuel., Lama, Manuel. Couto, Miguel L.
Visual FastSLAM Through Omnivision
Author/s: C. Gamallo, M. Mucientes, C. Regueiro
Fuzzy quantification in two real scenarios: Information retrieval and mobile robotics
Author/s: F. Díaz-Hermida, A. Bugarín, P. Cariñena, M. Mucientes, D. E. Losada
Processing time estimations by variable structure tsk rules learned through genetic programming
Author/s: M. Mucientes, J.C. Vidal, A. Bugarín, and M. Lama
Learning weighted linguistic rules to control an autonomous robot
Author/s: M. Mucientes, R. Alcalá, J. Alcalá-Fdez, and J. Casillas
Localization through omnivision for a tour-guide robot
Author/s: Cristina Gamallo Solorzano, Pablo Quintía Vidal, C. V. Regueiro, Manuel Mucientes Molina
2008
Fuzzy temporal rule-based systems: new challenges
Author/s: S. Barro, A. Bugarín, P. Cariñena, F. Díaz-Hermida, M. Mucientes
Hybrid approach for machine scheduling optimization in custom furniture industry
Author/s: J.C. Vidal, M. Mucientes, A. Bugarín, M. Lama, Reza Sadigh Balay
Processing times estimation in a manufacturing industry through genetic programming
Author/s: M. Mucientes, J.C. Vidal, A. Bugarín, M. Lama
2006
Design of a fuzzy controller in mobile robotics using genetic algorithms
Author/s: M. Mucientes, D. López Moreno, A. Bugarin, S. Barro
Quick design of fuzzy controllers with good interpretability in mobile robotics
Author/s: M. Mucientes, J. Casillas
2005
Evolutionary learning of a fuzzy controller for wall-following behavior in mobile robotics
Author/s: M. Mucientes, D.L. Moreno, A. Bugarín, S. Barro
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