Project PID2020-119894GB-I00 Smart-Label
Aprendizaje automático con datos escasamente etiquetados para la Industria 4.0
Of National scope.
Researchers
Former participants (3)
- JULA VACAR, LIVIU VIOREL 20242024
- MAESTRO PRIETO, JOSE ALBERTO 20222023
- MARTINEZ ACHA, DAVID 20242024
Publications related to the project
Show by type2024
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Evaluation of Semi-Supervised Machine Learning applied to Affective State Detection
2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024
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Ensemble methods and semi-supervised learning for information fusion: A review and future research directions
Information Fusion
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An Extensive Performance Comparison between Feature Reduction and Feature Selection Preprocessing Algorithms on Imbalanced Wide Data
Information (Switzerland)
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Semi-supervised classification with pairwise constraints: A case study on animal identification from video
Information Fusion
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Towards automatic phytolith classification using feature extraction and combination strategies
Progress in Artificial Intelligence
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Semi-supervised diagnosis of wind-turbine gearbox misalignment and imbalance faults
Applied Intelligence
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Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques
Information Fusion
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VASS: herramienta docente web para la visualización y enseñanza de algoritmos de aprendizaje semisupervisado
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI)
2023
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Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review
Journal of Intelligent Manufacturing
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Detection of Stress Stimuli in Learning Contexts of iVR Environments
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Application of Semi-Supervised Machine Learning Techniques to Subject Recognition based on Affective State
Modelling and Simulation 2023 - European Simulation and Modelling Conference 2023, ESM 2023
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A cost-effective stereo camera-based system for measuring crack propagation in fibre-reinforced concrete
Archives of Civil and Mechanical Engineering
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Deep learning and support vector machines for transcription start site identification
PeerJ Computer Science
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An experiment on animal re-identification from video
Ecological Informatics
2022
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A Benchmark Database for Animal Re-Identification and Tracking
5th IEEE International Image Processing, Applications and Systems Conference, IPAS 2022
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Proposal of a Comparative Framework for Face Super-Resolution Algorithms in Forensics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations
International Journal of Computer Integrated Manufacturing
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When is resampling beneficial for feature selection with imbalanced wide data?
Expert Systems with Applications
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Mapping the scientific structure of organization and management of enterprises using complex networks
International Journal of Production Management and Engineering (IJPME)