Publications


166 entries « 1 of 4 »

2024

Garrido-Labrador, José Luis; Serrano-Mamolar, Ana; Maudes-Raedo, Jesús; Rodríguez, Juan J.; García-Osorio, César

Ensemble methods and semi-supervised learning for information fusion: A review and future research directions Journal Article

In: Information Fusion, vol. 107, 2024, ISSN: 1566-2535.

Links | BibTeX | Tags: p_humanaid, PID2020-119894GB-I00, SSL

Guillen-Sanz, Henar; Checa, David; Miguel-Alonso, Ines; Bustillo, Andres

A systematic review of wearable biosensor usage in immersive virtual reality experiences Journal Article

In: Virtual Reality, vol. 28, no. 2, 2024, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags:

Guillen-Sanz, Henar; Checa, David; Miguel-Alonso, Ines; Bustillo, Andres

A systematic review of wearable biosensor usage in immersive virtual reality experiences Journal Article

In: Virtual Reality, vol. 28, no. 2, 2024, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags: p_humanaid

Rodríguez-García, Bruno; Guillen-Sanz, Henar; Checa, David; Bustillo, Andrés

A systematic review of virtual 3D reconstructions of Cultural Heritage in immersive Virtual Reality Journal Article

In: Multimedia Tools and Applications, 2024, ISSN: 1573-7721.

Abstract | Links | BibTeX | Tags: 3D model, Cultural Heritage, head mounted display, Virtual Reality, Virtual Reconstruction

Kuncheva, Ludmila I.; Garrido-Labrador, José Luis; Ramos-Pérez, Ismael; Hennessey, Samuel L.; Rodríguez, Juan J.

Semi-supervised classification with pairwise constraints: A case study on animal identification from video Journal Article

In: Information Fusion, vol. 104, 2024, ISSN: 1566-2535.

Links | BibTeX | Tags: PID2020-119894GB-I00

Ramos-Pérez, Ismael; Barbero-Aparicio, José Antonio; Canepa-Oneto, Antonio; Arnaiz-González, Álvar; Maudes-Raedo, Jesús

An Extensive Performance Comparison between Feature Reduction and Feature Selection Preprocessing Algorithms on Imbalanced Wide Data Journal Article

In: Information, vol. 15, no. 4, 2024, ISSN: 2078-2489.

Abstract | Links | BibTeX | Tags: PID2020-119894GB-I00

Maestro-Prieto, Jose Alberto; Ramírez-Sanz, José Miguel; Andrés Bustillo, and Juan José Rodriguez-Díez

Semi-supervised diagnosis of wind-turbine gearbox misalignment and imbalance faults Journal Article

In: Applied Intelligence, 2024, ISSN: 1573-7497.

Abstract | Links | BibTeX | Tags: Bearing failures, Fault detection and diagnosis, PID2020-119894GB-I00, Powertrain failures, Semi-supervised learning, SSL, Wind turbine

Martin-Melero, Íñigo; Serrano-Mamolar, Ana; Rodríguez-Diez, Juan J.

Evaluation of Semi-Supervised Machine Learning applied to Affective State Detection Bachelor Thesis

2024.

Links | BibTeX | Tags: p_humanaid, PID2020-119894GB-I00, Semi-supervised learning, SSL

Guillen-Sanz, Henar; Checa, David; Miguel-Alonso, Inés; Bustillo, Andrés

A systematic review of wearable biosensor usage in immersive virtual reality experiences Journal Article

In: Virtual Reality, vol. 28, no. 74, 2024, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags: Biofeedback, Biosensors, Head-mounted displays, Heart rate, Physiology, Virtual Reality

Miguel-Alonso, Ines; Checa, David; Guillen-Sanz, Henar; Bustillo, Andres

Evaluation of the novelty effect in immersive Virtual Reality learning experiences Journal Article

In: Virtual Reality, vol. 28, no. 1, 2024, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags: p_humanaid

Garrido-Labrador, José Luis; Serrano-Mamolar, Ana; Maudes-Raedo, Jesús; Rodríguez, Juan José; García-Osorio, César

Ensemble methods and semi-supervised learning for information fusion: A review and future research directions Journal Article

In: Information Fusion, vol. 107, 2024.

Abstract | Links | BibTeX | Tags: Bibliographic review, Ensemble learning, Experimental protocol, Information fusion, Label scarsity, PID2020-119894GB-I00, Research trends, Semi-supervised ensemble classification, Semi-supervised learning, SSL

Miguel-Alonso, Ines; Checa, David; Guillen-Sanz, Henar; Bustillo, Andres

Evaluation of the novelty effect in immersive Virtual Reality learning experiences Journal Article

In: Virtual Reality, vol. 28, no. 27, 2024, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags: head mounted display, Learning, novelty effect, serious games, tutorial, Virtual Reality

Martinez, Kim; Checa, David; Bustillo, Andres

Development of the Engagement Playability and User eXperience (EPUX) Metric for 2D-Screen and VR Serious Games: A Case-Study Validation of Hellblade: Senua’s Sacrifice Journal Article

In: Electronics, vol. 13, iss. 281, no. 2, pp. 281, 2024.

Abstract | Links | BibTeX | Tags: game design, game engagement, game evaluation, serious games, Virtual Reality

Marticorena-Sánchez, Raúl; López-Nozal, Carlos; Serrano-Mamolar, Ana; Olivares-Gil, Alicia

UBUMonitor: Desktop application for visual e-learning student clustering with Moodle Journal Article

In: SoftwareX, vol. 26, pp. 101727, 2024, ISSN: 2352-7110.

Abstract | Links | BibTeX | Tags: e-learning analytic, Educational data clustering process, Educational software, Learning management systems, Unsupervised machine learning

Barbero-Aparicio, José A.; Olivares-Gil, Alicia; Rodríguez, Juan J.; García-Osorio, César; Díez-Pastor, José F.

Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques Journal Article

In: Information Fusion, vol. 102, pp. 102035, 2024, ISSN: 1566-2535.

Abstract | Links | BibTeX | Tags: bioinformatics, Machine learning, PID2020-119894GB-I00, Protein fitness prediction, Semi-supervised learning, Small datasets, SSL, Transfer learning

2023

Ramírez-Sanz, José Miguel; Maestro-Prieto, Jose-Alberto; Arnaiz-González, Álvar; Bustillo, Andrés

Semi-supervised learning for industrial fault detection and diagnosis: A systemic review Journal Article

In: ISA Transactions, vol. 143, pp. 255–270, 2023, ISSN: 0019-0578.

Links | BibTeX | Tags: p_humanaid, PID2020-119894GB-I00

Ramírez-Sanz, José Miguel; Maestro-Prieto, Jose-Alberto; Arnaiz-González, Álvar; Bustillo, Andrés

Semi-supervised learning for industrial fault detection and diagnosis: A systemic review Journal Article

In: ISA Transactions, vol. 143, pp. 255–270, 2023, ISSN: 0019-0578.

Links | BibTeX | Tags:

Miguel-Alonso, Ines; Guillen-Sanz, Henar; Rodriguez-Garcia, Bruno; Bustillo, Andres

Design and development of a gamified tutorial for iVR serious games Journal Article

In: ECGBL, vol. 17, no. 1, pp. 411–417, 2023, ISSN: 2049-100X.

Abstract | Links | BibTeX | Tags: p_humanaid

Mena-Alonso, Álvaro; Latorre-Carmona, Pedro; González, Dorys C.; Díez-Pastor, José F.; Rodríguez, Juan J.; Mínguez, Jesús; Vicente, Miguel A.

A cost-effective stereo camera-based system for measuring crack propagation in fibre-reinforced concrete Journal Article

In: Archiv.Civ.Mech.Eng, vol. 23, no. 3, 2023, ISSN: 2083-3318.

Abstract | Links | BibTeX | Tags: PID2020-119894GB-I00

Martín-Melero, Íñigo; Serrano-Mamolar, Ana; Rodríguez-Diez, Juan J.

Application of Semi-Supervised Machine Learning Techniques to Subject Recognition based on Affective State Conference

ESM 2023: European Simulation Multiconference, 2023.

BibTeX | Tags: p_humanaid

Serrano-Mamolar, Ana; Miguel-Alonso, Ines; Checa, David; Pardo-Aguilar, Carlos

Towards learner performance evaluation in iVR learning environments using eye-tracking and Machine-learning Journal Article

In: Comunicar: Media Education Research Journal, vol. 31, no. 76, 2023, ISSN: 1988-3293.

Abstract | Links | BibTeX | Tags: eye_rv_dataset, p_humanaid

Romero, Pablo E.; M, Barrios Juan; Molero, Esther; Bustillo, Andres

Tuning 3D-printing parameters to produce vertical ultra-hydrophobic PETG parts with low ice adhesion: A food industry case study Journal Article

In: Proc IMechE Part B: J Engineering Manufacture, pp. 1-9, 2023.

Abstract | Links | BibTeX | Tags:

Kuncheva, Ludmila I.; Garrido-Labrador, José Luis; Ramos-Pérez, Ismael; Hennessey, Samuel L.; Rodríguez, Juan J.

An experiment on animal re-identification from video Journal Article

In: Ecological Informatics, vol. 74, 2023, ISSN: 1574-9541.

Links | BibTeX | Tags: PID2020-119894GB-I00

Barbero-Aparicio, José A.; Olivares-Gil, Alicia; Díez-Pastor, José F.; García-Osorio, César

Deep learning and support vector machines for transcription start site identification Journal Article

In: PeerJ Computer Science, vol. 9, iss. e1340, 2023, ISSN: 2376-5992.

Abstract | Links | BibTeX | Tags: bioinformatics, Convolutional neural network, Deep learning, Long short-term memory, Machine learning, PID2020-119894GB-I00, Support vector machines, transcription start site

Ramírez-Sanz, José Miguel; Garrido-Labrador, José Luis; Olivares-Gil, Alicia; García-Bustillo, Álvaro; Arnaiz-González, Álvar; Díez-Pastor, José-Francisco; Jahouh, Maha; González-Santos, Josefa; González-Bernal, Jerónimo J.; Allende-Río, Marta; Valiñas-Sieiro, Florita; Trejo-Gabriel-Galan, Jose M.; Cubo, Esther

A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept Journal Article

In: Healthcare, vol. 11, iss. 4, no. 507, 2023, ISSN: 2227-9032.

Abstract | Links | BibTeX | Tags: artificial intelligence in healthcare, Big data, Parkinson's disease, telemedicine, telerehabilitation

Miguel-Alonso, Inés; Rodriguez-Garcia, Bruno; Checa, David; Bustillo, Andrés

Countering the Novelty Effect: A Tutorial for Immersive Virtual Reality Learning Environments Journal Article

In: Applied Sciences, vol. 13, iss. 1, no. 593, 2023, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: cybersickness, education, novelty effect, tutorial, Virtual Reality

Miguel-Alonso, Ines; Rodriguez-Garcia, Bruno; Checa, David; Bustillo, Andres

Countering the Novelty Effect: A Tutorial for Immersive Virtual Reality Learning Environments Journal Article

In: Applied Sciences, vol. 13, no. 1, 2023, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags:

Miguel-Alonso, Ines; Rodriguez-Garcia, Bruno; Checa, David; Bustillo, Andres

Countering the Novelty Effect: A Tutorial for Immersive Virtual Reality Learning Environments Journal Article

In: Applied Sciences, vol. 13, no. 1, 2023, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: p_humanaid

Ramírez-Sanz, José Miguel; Peña-Alonso, Helia Marina; Serrano-Mamolar, Ana; Arnaiz-González, Álvar; Bustillo, Andrés

Detection of Stress Stimuli in Learning Contexts of iVR Environments Book Chapter

In: Extended Reality, pp. 427–440, Springer Nature Switzerland, 2023, ISBN: 9783031434044.

Links | BibTeX | Tags: eye_rv_dataset, p_humanaid

Arnau-González, Pablo; Serrano-Mamolar, Ana; Katsigiannis, Stamos; Arevalillo-Herráez, Miguel

Towards Automatic Tutoring of Custom Student-Stated Math Word Problems Book Chapter

In: Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, pp. 639–644, Springer Nature Switzerland, 2023, ISBN: 9783031363368.

Links | BibTeX | Tags: p_humanaid

Arnau-González, Pablo; Serrano-Mamolar, Ana; Katsigiannis, Stamos; Althobaiti, Turke; Arevalillo-Herráez, Miguel

Toward Automatic Tutoring of Math Word Problems in Intelligent Tutoring Systems Journal Article

In: IEEE Access, vol. 11, pp. 67030–67039, 2023, ISSN: 2169-3536.

Links | BibTeX | Tags: p_humanaid

Setó-Rey, Daniel; Santos-Martín, José Ignacio; López-Nozal, Carlos

Vulnerability of Package Dependency Networks Journal Article

In: IEEE Trans. Netw. Sci. Eng., pp. 1–13, 2023, ISSN: 2327-4697.

Links | BibTeX | Tags: PID2020-119894GB-I00

2022

Barbero-Aparicio, José Antonio; Cuesta-Lopez, Santiago; García-Osorio, César Ignacio; Pérez-Rodríguez, Javier; García-Pedrajas, Nicolás

Nonlinear physics opens a new paradigm for accurate transcription start site prediction Journal Article

In: BMC Bioinformatics, vol. 23, no. 565, 2022, ISSN: 1471-2105.

Abstract | Links | BibTeX | Tags: DNA breathing, DNA modelling, Machine learning, String kernels, SVM, TSS prediction

Martinez, Kim; Menéndez-Menéndez, María Isabel; Bustillo, Andres

A New Measure for Serious Games Evaluation: Gaming Educational Balanced (GEB) Model Journal Article

In: Applied Sciences, vol. 12, iss. 22, no. 11757, 2022, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: game design, game evaluation, metrics, serious games

Pimenov, Danil Yurievich; Bustillo, Andrés; Wojciechowski, Szymon; Sharma, Vishal Santosh; Gupta, Munish Kumar; Kuntğlu, Mustafa

Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review Journal Article

In: Journal of Intelligent Manufacturing, vol. 2022, 2022, ISSN: 0956-5515.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Machining, PID2020-119894GB-I00, Sensor, tool condition monitoring, Tool life, Wear

Ramos-Pérez, Ismael; Arnaiz-González, Álvar; Rodríguez, Juan José; García-Osorio, César

When is resampling beneficial for feature selection with imbalanced wide data? Journal Article

In: Expert Systems with Applications, vol. 188, pp. 116015, 2022, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: Feature selection, High dimensional data, Machine learning, PID2020-119894GB-I00, SELECTED, Unbalanced, Very low sample size, Wide data

Olivares-Gil, Alicia; Arnaiz-Rodríguez, Adrián; Ramírez-Sanz, José Miguel; Garrido-Labrador, José Luis; Ahedo, Virginia; García-Osorio, César; Santos, José Ignacio; Galán, José Manuel

Mapping the scientific structure of organization and management of enterprises using complex networks Journal Article

In: Int. J. Prod. Manag. Eng., vol. 10, no. 1, pp. 65–76, 2022, ISSN: 2340-4876.

Abstract | Links | BibTeX | Tags: PID2020-119894GB-I00

Cruz, David Checa; Urbikain, Gorka; Beranoagirre, Aitor; Bustillo, Andrés; Lacalle, Luis Norberto López

Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations Journal Article

In: International Journal of Computer Integrated Manufacturing, vol. 35, no. 1, pp. 1-21, 2022, ISSN: 0951-192X.

Abstract | Links | BibTeX | Tags: energy optimization, Ensembles, Multilayer perceptron, PID2020-119894GB-I00, serrated cutters, Virtual Reality

Cruz, David Checa; Saucedo-Dorantes, Juan José; Ríos, Roque Alfredo Osorno; Antonio-Daviu, José Alfonso; Bustillo, Andrés

Virtual Reality Training Application for the Condition-Based Maintenance of Induction Motors Journal Article

In: Applied Sciences, vol. 12, no. 1, pp. 414, 2022, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: eye tracking, fault detection, FFT, induction motors, SELECTED, Virtual Reality

2021

Cruz, David Checa; Alonso, Inés Miguel; Bustillo, Andrés

Immersive virtual-reality computer-assembly serious game to enhance autonomous learning Journal Article

In: Virtual Reality, 2021, ISSN: 1434-9957.

Abstract | Links | BibTeX | Tags: active learning, computer science, e-learning, educational game, game engine, head mounted display, Virtual Reality

Martínez, Kim; Menéndez, María Isabel Menéndez; Bustillo, Andrés

A systematic review of serious games for children and adolescents: awareness, prevention, detection and therapy for depression and anxiety Journal Article

In: JMIR Serious Games, vol. 9, no. 4 (2021), 2021, ISSN: 2291-9279.

Abstract | Links | BibTeX | Tags: adolescents, anxiety, awareness, children, depression, detection, mental health, prevention, serious games, therapy, Virtual Reality

Juez-Gil, Mario; Arnaiz-González, Álvar; Rodríguez, Juan José; López-Nozal, Carlos; García-Osorio, César

Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark Journal Article

In: Neurocomputing, vol. 464, pp. 432-437, 2021, ISSN: 0925-2312.

Abstract | Links | BibTeX | Tags: Big data, Data Mining, imbalance, SMOTE, Spark

Cruz, David Checa; Martínez, Kim; Ríos, Roque Alfredo Osorno; Bustillo, Andrés

Virtual Reality opportunities in the reduction of occupational hazards in industry 4.0 Journal Article

In: DYNA, vol. 96, no. 6, pp. 620-626, 2021, ISSN: 0012-7361.

Abstract | Links | BibTeX | Tags: Educational Games, Industria 4.0, Industry 4.0, Juegos educativos, Occupational Risk Prevention, Overhead crane, Prevención de Riesgos Laborales, Puente grúa, Realidad Virtual, Virtual Reality

Juez-Gil, Mario; Arnaiz-González, Álvar; Rodríguez, Juan José; López-Nozal, Carlos; García-Osorio, César

Rotation Forest for Big Data Journal Article

In: Information Fusion, vol. 74, pp. 39-49, 2021, ISSN: 1566-2535.

Abstract | Links | BibTeX | Tags: Big data, Ensemble learning, Machine learning, Random forest, Rotation forest, SELECTED, Spark

Juez-Gil, Mario; Arnaiz-González, Álvar; Rodríguez, Juan José; García-Osorio, César

Experimental evaluation of ensemble classifiers for imbalance in Big Data Journal Article

In: Applied Soft Computing, vol. 108, no. 107447, 2021, ISSN: 1568-4946.

Abstract | Links | BibTeX | Tags: Big data, ensemble, imbalance, resampling, Spark, unbalance

Díez-Pastor, José Francisco; Latorre-Carmona, Pedro; Garrido-Labrador, José Luis; Ramírez-Sanz, José Miguel; Rodríguez, Juan J.

Experimental Assessment of Feature Extraction Techniques Applied to the Identification of Properties of Common Objects, Using a Radar System Journal Article

In: Applied Sciences, vol. 11, no. 15, 2021, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: PID2020-119894GB-I00

Cerro, Azahara; Romero, Pablo E.; Yiğit, Okan; Bustillo, Andrés

Use of machine learning algorithms for surface roughness prediction of printed parts in polyvinyl butyral via fused deposition modeling Journal Article

In: The International Journal of Advanced Manufacturing Technology, 2021, ISSN: 0268-3768.

Abstract | Links | BibTeX | Tags: 3d printing, Fused deposition modeling Fused filament fabrication, Machine learning, surface roughness, WEKA

Rodríguez, Juan José; Juez-Gil, Mario; López-Nozal, Carlos; Arnaiz-González, Álvar

Rotation Forest for multi-target regression Journal Article

In: International Journal of Machine Learning and Cybernetics, 2021, ISSN: 1868-808X.

Abstract | Links | BibTeX | Tags: ensemble, multi-target regression, Rotation forest, SELECTED

Díez-Pastor, José Francisco; Val, Alain Gil; Veiga, Fernando; Bustillo, Andrés

High-accuracy classification of thread quality in tapping processes with ensembles of classifiers for imbalanced learning Journal Article

In: Measurement, vol. 168, no. 108328, 2021, ISSN: 0263-2241.

Abstract | Links | BibTeX | Tags: Bagging, Cutting taps, Imbalanced datasets, Quality assessment, SELECTED, Threading

2020

Díez-Pastor, José Francisco; Latorre-Carmona, Pedro; Arnaiz-González, Álvar; Ruiz-Pérez, Javier; Zurro, Débora

“You Are Not My Type”: An Evaluation of Classification Methods for Automatic Phytolith Identification Journal Article

In: Microscopy and Microanalysis, vol. 26, pp. 1158-1167, 2020, ISSN: 1431-9276.

Abstract | Links | BibTeX | Tags: Feature extraction, Machine learning, Microfossils, Morphometry, Proxy

166 entries « 1 of 4 »