Investigadores/as
Personal del grupo de investigación
13
INVESTIGADORES/AS
Publicaciones
Publicaciones científicas del grupo de investigación
153
PUBLICACIONES
Explainable multi-layer COSFIRE filters robust to corruptions and boundary attack with application to retina and palmprint biometrics
Neural Computing and Applications, Vol. 36, Núm. 30, pp. 19231-19245
Repositorio Git para aprendizaje basado en resolución de problemas. Asignatura de Dirección de Proyectos
Innovación docente en la Universidad de León (Servicio de Publicaciones), pp. 317-324
A TOOL FOR DE-CARBONISING ENGINEERING PROJECTS
Proceedings from the International Congress on Project Management and Engineering
Estimation of Lamb Weight Using Transfer Learning and Regression
Lecture Notes in Networks and Systems
A Framework for the Optimization of Complex Cyber-Physical Systems via Directed Acyclic Graph
Sensors, Vol. 22, Núm. 4
A video summarization approach to speed-up the analysis of child sexual exploitation material
XLII Jornadas de Automática: libro de actas, Castellón, 1 a 3 de septiembre de 2021
Colour Neural Descriptors for Instance Retrieval Using CNN Features and Colour Models
IEEE Access, Vol. 9, pp. 23218-23234
Image retrieval based on texture using latent space representation of discrete Fourier transformed maps
Neural Computing and Applications, Vol. 33, Núm. 20, pp. 13301-13316
Improving named entity recognition in noisy user-generated text with local distance neighbor feature
Neurocomputing, Vol. 382, pp. 1-11
Automated Shrinkage and Gas Porosity Detection Using YOLO Model in Additive-Manufactured Aluminum Alloy Parts
Integrating Materials and Manufacturing Innovation
Classifying the content of online notepad services using active learning
Journal of Intelligent Information Systems, Vol. 63, Núm. 2, pp. 507-533
Deep learning applied to speech processing: Development of novel models and techniques
Procesamiento del lenguaje natural, Núm. 74, pp. 395-398
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing
International Journal of Computer Integrated Manufacturing
Improving audio embeddings with squeeze-and-excitation: Introducing SaEENet
Knowledge-Based Systems, Vol. 324
On persuasion in spam email: A multi-granularity text analysis
Expert Systems with Applications, Vol. 265
PushPull-Net: Inhibition-Driven ResNet Robust to Image Corruptions
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Spam email classification based on cybersecurity potential risk using natural language processing
Knowledge-Based Systems, Vol. 310
A review of Spotting Child Sexual Exploitation Material using File Names and their Path
IX Jornadas Nacionales de Investigación En Ciberseguridad
Analysis and classification of spam email using Artificial Intelligence to identify cyberthreats
Procesamiento del lenguaje natural, Núm. 72, pp. 155-158
Automating Cybersecurity TTP Classification Based on Unstructured Attack Descriptions
IX Jornadas Nacionales de Investigación En Ciberseguridad
Clasificación de capturas de smishing con aprendizaje profundo e IRIS
Jornadas de Automática, Núm. 45
Classifying the content of online notepad services using active learning
Journal of Intelligent Information Systems
DeepHSAR: Semi-supervised fine-grained learning for multi-label human sexual activity recognition
Information Processing and Management, Vol. 61, Núm. 5
FINE-TUNING SELF-SUPERVISED MODELS FOR LANGUAGE IDENTIFICATION USING ORTHONORMAL CONSTRAINT
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Familiarity Analysis and Phishing Website Detection using PhiKitA Dataset
IX Jornadas Nacionales de Investigación En Ciberseguridad
Mejoras en extracción de URLs en smishing mediante text spotting
Jornadas de Automática, Núm. 45
Preprocesado de imagen y OCR para mejorar deteccion de smishing
Jornadas de Automática, Núm. 45
SERT: A transformer based model for multivariate temporal sensor data with missing values for environmental monitoring
Computers and Geosciences, Vol. 188
Spam hierarchical clustering for campaigns spotting and topic-based classification
IX Jornadas Nacionales de Investigación En Ciberseguridad
Towards Multi-Class Smishing Detection: A Novel Feature Vector Approach and the Smishing-4C Dataset
CEUR Workshop Proceedings
A Data Augmentation Strategy for Improving Age Estimation to Support CSEM Detection
Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
A review of spam email detection: analysis of spammer strategies and the dataset shift problem
Artificial Intelligence Review, Vol. 56, Núm. 2, pp. 1145-1173
A survey on spam detection, spammer strategies and the dataset shift problem
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
Applying Machine Learning to login URLs for phishing detection
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
Author Correction: Short text classification approach to identify child sexual exploitation material (Scientific Reports, (2023), 13, 1, (16108), 10.1038/s41598-023-42902-8)
Scientific Reports
Automatic classification of pores in aluminum castings using machine learning
XLIV Jornadas de Automática: libro de actas: Universidad de Zaragoza, Escuela de Ingeniería y Arquitectura, 6, 7 y 8 de septiembre de 2023, Zaragoza
CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study
Biomedicines, Vol. 11, Núm. 8
Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach
Applied Soft Computing, Vol. 139
DeepSumm: Exploiting topic models and sequence to sequence networks for extractive text summarization
Expert Systems with Applications, Vol. 211
Impact of facial occlusions in age estimation algorithms for forensic applications
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
Improvement of Accent Classification Models Through Grad-Transfer from Spectrograms and Gradient-Weighted Class Activation Mapping
IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 31, pp. 2859-2871
Lipid Characteristics of the Muscle and Perirenal Fat in Young Tudanca Bulls Fed on Different Levels of Grass Silage
Animals, Vol. 13, Núm. 2
Malware detection in spam emails using natural language processing
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
MeWEHV: Mel and Wave Embeddings for Human Voice Tasks
IEEE Access, Vol. 11, pp. 80089-80104
Novel benchmark dataset and features to detect phishing on web pages
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
PhiKitA: Phishing Kit Attacks Dataset for Phishing Websites Identification
IEEE Access, Vol. 11, pp. 40779-40789
Real-time botnet detection on large network bandwidths using machine learning
Scientific Reports, Vol. 13, Núm. 1
Short text classification approach to identify child sexual exploitation material
Scientific Reports, Vol. 13, Núm. 1
Supervised ranking approach to identify infLuential websites in the darknet
Applied Intelligence, Vol. 53, Núm. 19, pp. 22952-22968
Triple-BigGAN: Semi-supervised generative adversarial networks for image synthesis and classification on sexual facial expression recognition
Neurocomputing, Vol. 528, pp. 200-216
UniLeon-UniBO at IberLEF 2023 Task DIPROMATS: RoBERTa-based Models to Climb Up the Propaganda Tree in English and Spanish
CEUR Workshop Proceedings
A survey on methods, datasets and implementations for scene text spotting
IET Image Processing, Vol. 16, Núm. 13, pp. 3426-3445
Assessment of age estimation methods for forensic applications using non-occluded and synthetic occluded facial images
XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)
Auto-encoder framework for extractive textsummarization
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 269-270
Camera model identification based on forensic traces extracted from homogeneous patches
Expert Systems with Applications, Vol. 206
Classifying suspicious Pastebin content usingMachine Learning
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 279-280
Dataset creation and feature extraction for thedetection of fraudulent websites
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 267-268
Detecting malware using text documents extracted from spam email through machine learning
DocEng 2022 - Proceedings of the 2022 ACM Symposium on Document Engineering
Evaluation of Supervised Learning Models UsingTCP Traffic for the Detection of Botnets
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 259-260
Extracting Composition and Social EngineeringFeatures to Measure Spam Address Credibility
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 261-262
Image hashing based on frequency dominantneighborhood structure
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 294-295
Optimal botnet detection on network data
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 300-301
PBIL for optimizing inception module in convolutional neural networks
Logic Journal of the IGPL
Phishing URL Detection: A Real-Case Scenario Through Login URLs
IEEE Access, Vol. 10, pp. 42949-42960
Phishing websites detection using a novel multipurpose dataset and web technologies features
Expert Systems with Applications, Vol. 207
RankSum—An unsupervised extractive text summarization based on rank fusion
Expert Systems with Applications, Vol. 200
Semantic Attention Keypoint Filtering for DarknetContent Classification
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 292-293
Source Camera Device Identification from Videos
SN Computer Science, Vol. 3, Núm. 4
A new perceptual hashing method for verification and identity classification of occluded faces
Image and Vision Computing, Vol. 113
AttM-CNN: Attention and metric learning based CNN for pornography, age and Child Sexual Abuse (CSA) Detection in images
Neurocomputing, Vol. 445, pp. 81-104
Classifying Screenshots of Industrial Control System Using Transfer Learning and Fine-Tuning
Investigación en Ciberseguridad, pp. 151-152
Detecting vulnerabilities in critical infrastructures by classifying exposed industrial control systems using deep learning
Applied Sciences (Switzerland), Vol. 11, Núm. 1, pp. 1-14
Development of a Hardware Benchmark for Forensic Face Detection Applications
Investigación en Ciberseguridad (Universidad de Castilla la Mancha, Servicio de Publicaciones)
Efficient Detection of Botnet Traffic by Features Selection and Decision Trees
IEEE Access, Vol. 9, pp. 120567-120579
Evaluation of feature selection techniques for breast cancer risk prediction
International Journal of Environmental Research and Public Health, Vol. 18, Núm. 20
Fraudulent E-Commerce Websites Detection Through Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Fraudulent E-Commerce Websites Detection Through Machine Learning
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
Impact of current phishing strategies in machine learning models for phishing detection
Advances in Intelligent Systems and Computing
Reinforcement of age estimation in forensic tools to detect Child Sexual Exploitation Material
Investigación en Ciberseguridad (Universidad de Castilla la Mancha, Servicio de Publicaciones)
The use of high-speed cameras as a tool for the characterization of raindrops in splash laboratory studies
Water (Switzerland), Vol. 13, Núm. 20
Trustworthiness of spam email addresses using machine learning
DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering
Video camera identification from sensor pattern noise with a constrained convnet
ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods
A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra
IEEE Access, Vol. 8, pp. 52385-52394
An information theoretic approach to quantify the stability of feature selection and ranking algorithms
Knowledge-Based Systems, Vol. 195
Assessment and estimation of face detection performance based on deep learning for forensic applications
Sensors (Switzerland), Vol. 20, Núm. 16, pp. 1-21
CT radiomics in colorectal cancer: Detection of KRAS mutation using texture analysis and machine learning
Applied Sciences (Switzerland), Vol. 10, Núm. 18
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise
ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods
File name classification approach to identify child sexual abuse
ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods
Improving Age Estimation in Minors and Young Adults with Occluded Faces to Fight Against Child Sexual Exploitation
PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 5: VISAPP
Improving age estimation in minors and young adults with occluded faces to fight against child sexual exploitation
VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Machine learning techniques for the detection of inappropriate erotic content in text
International Journal of Computational Intelligence Systems, Vol. 13, Núm. 1, pp. 591-603
Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition
Neurocomputing, Vol. 383, pp. 24-38
Rectification and super-resolution enhancements for forensic text recognition
Sensors (Switzerland), Vol. 20, Núm. 20, pp. 1-17
Using an ontology of the human cardiovascular system to improve the classification of histological images
Scientific Reports, Vol. 10, Núm. 1
A comparative study on feature selection for a risk prediction model for colorectal cancer
Computer Methods and Programs in Biomedicine, Vol. 177, pp. 219-229
A protocol for precise comparisons of small vessel disease lesions between ex vivo magnetic resonance imaging and histopathology
International Journal of Stroke, Vol. 14, Núm. 3, pp. 310-320
Application of Extractive Text Summarization Algorithms to Speech-to-Text Media
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Application of Extractive Text Summarization Algorithms to Speech-to-Text Media
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
Boosting child abuse victim identification in forensic tools with hashing techniques
Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres
Boosting texture-based classification by describing statistical information of gray-levels differences
Sensors (Switzerland), Vol. 19, Núm. 5
Botnet Detection on TCP Traffic Using Supervised Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Botnet Detection on TCP Traffic Using Supervised Machine Learning
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
CPU vs GPU performance of deep learning based face detectors using resized images in forensic applications
IET Conference Publications
Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
Classifying suspicious content in tor darknet through Semantic Attention Keypoint Filtering
Digital Investigation, Vol. 30, pp. 12-22
DarkNER: a platform for named entity recognition in Tor darknet
Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres
Enhancing text recognition on Tor Darknet images
XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019
Fusión temprana de descriptores extraídos de mapas de prominencia multi-nivel para clasificar imágenes
Revista iberoamericana de automática e informática industrial ( RIAI ), Vol. 16, Núm. 3, pp. 358-368
Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images
Computerized Medical Imaging and Graphics, Vol. 74, pp. 12-24
Improving speed-accuracy trade-off in face detectors for forensic tools by image resizing
Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres
Improving text recognition in tor darknet with rectification and super-resolution techniques
IET Conference Publications
SummCoder: An unsupervised framework for extractive text summarization based on deep auto-encoders
Expert Systems with Applications, Vol. 129, pp. 200-215
ToRank: Identifying the most influential suspicious domains in the Tor network
Expert Systems with Applications, Vol. 123, pp. 212-226
Use of Natural Language Processing to Identify Inappropriate Content in Text
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Use of Natural Language Processing to Identify Inappropriate Content in Text
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
Assessing feature selection techniques for a colorectal cancer prediction model
Advances in Intelligent Systems and Computing
Automatic characterisation of chars from the combustion of pulverised coals using machine vision
Powder Technology, Vol. 338, pp. 110-118
Boosting image classification through semantic attention filtering strategies
Pattern Recognition Letters, Vol. 112, pp. 176-183
Color Sift Descriptors to Categorize Illegal Activities in Images of Onion Domains
XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018
Combining shape and contour features to improve tool wear monitoring in milling processes
International Journal of Production Research, Vol. 56, Núm. 11, pp. 3901-3913
Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs
Small Ruminant Research, Vol. 160, pp. 89-94
Detecting Textual Information in Images from Onion Domains Using Text Spotting
XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018
Illegal activity categorisation in DarkNet based on image classification using CREIC method
Advances in Intelligent Systems and Computing
Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring, Vol. 10, pp. 519-535
Ontology-based automatic reclassification of tissues and organs in histological images
CEUR Workshop Proceedings
Query based object retrieval using neural codes
Advances in Intelligent Systems and Computing
Textile retrieval based on image content from CDC and webcam cameras in indoor environments
Sensors (Switzerland), Vol. 18, Núm. 5
Tool wear monitoring using an online, automatic and low cost system based on local texture
Mechanical Systems and Signal Processing, Vol. 112, pp. 98-112
Transfer learning for classification of cardiovascular tissues in histological images
Computer Methods and Programs in Biomedicine, Vol. 165, pp. 69-76
Una Revisión Sistemática de Métodos para Localizar Automáticamente Objetos en Imágenes
Revista iberoamericana de automática e informática industrial ( RIAI ), Vol. 15, Núm. 3, pp. 231-242
A computer vision approach to analyze and classify tool wear level in milling processes using shape descriptors and machine learning techniques
International Journal of Advanced Manufacturing Technology, Vol. 90, Núm. 5-8, pp. 1947-1961
A histological ontology of the human cardiovascular system
Journal of Biomedical Semantics, Vol. 8, Núm. 1
Application of texture analysis to study small vessel disease and blood-brain barrier integrity
Frontiers in Neurology, Vol. 8, Núm. JUL
Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM
Computer Methods and Programs in Biomedicine, Vol. 147, pp. 1-10
Classifying Illegal Activities on Tor Network Based on Web Textual Contents
15TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EACL 2017), VOL 1: LONG PAPERS
Classifying illegal activities on tor network based on web textual contents
15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference
Comparación de métodos de detección de rostros en imágenes digitales
Actas de las XXXVIII Jornadas de Automática
Erratum: Correction: Reliability of an automatic classifier for brain enlarged perivascular spaces burden and comparison with human performance (Clinical science (London, England : 1979) (2017) 131 13 (1465-1481))
Clinical science (London, England : 1979)
Evaluación de métodos para realizar resúmenes automáticos de vídeos
Actas de las XXXVIII Jornadas de Automática
Evaluation of the State of Cutting Tools According to Its Texture Using LOSIB and LBP Variants
PROJECT MANAGEMENT AND ENGINEERING RESEARCH, AEIPRO 2016
Identification of milling inserts in situ based on a versatile machine vision system
Journal of Manufacturing Systems, Vol. 45, pp. 48-57
Machine-vision-based identification of broken inserts in edge profile milling heads
Robotics and Computer-Integrated Manufacturing, Vol. 44, pp. 276-283
Multidimensional assessments of abdominal aortic aneurysms by magnetic resonance against ultrasound diameter measurements
Communications in Computer and Information Science
Object Detection for Crime Scene Evidence Analysis Using Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Oculus-Crawl, a Software Tool for Building Datasets for Computer Vision Tasks
Actas de las XXXVIII Jornadas de Automática
Pornography and child sexual abuse detection in image and video: A comparative evaluation
IET Seminar Digest
Preface
Communications in Computer and Information Science
Recognition of service domains on TOR dark net using perceptual hashing and image classification techniques
IET Seminar Digest
Reliability of an automatic classifier for brain enlarged perivascular spaces burden and comparison with human performance
Clinical Science, Vol. 131, Núm. 13, pp. 1465-1481
Selection of relevant information to improve Image Classification using Bag of Visual Words
ELCVIA. Electronic letters on computer vision and image analysis, Vol. 16, Núm. 2, pp. 5-8
Tissues classification of the cardiovascular system using texture descriptors
Communications in Computer and Information Science
Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Proyectos de investigación
Proyectos en los que ha participado el grupo de investigación
+ 5,7 M
TOTAL FINANCIACIÓN
34
PROYECTOS
Proyectos activos
EUROPEAN UNIVERSITY ON RESPONSIBLE CONSUMPTION AND PRODUCTION
01-Nov-2023 - 31-Oct-2027
Financiado por: COMISION EUROPEA
Análisis, caracterización y clasificación de células humanas a través de aprendizaje automático y visión por computador.
01-Dec-2023 - 31-Jan-2027
Financiado por: MICROPTIC, S.L.
Secure Interactive Environments for Sensitive data Analytics-SIESTA
01-Jan-2024 - 31-Dec-2026
Financiado por: COMISIÓN DE LA UNIÓN EUROPEA
STUDENT-CENTRERD LEARNING FOR ENVIRONMENTAL SUSTAINABILITY
20-Nov-2024 - 30-Nov-2026
Financiado por: SERVICIO ESPAÑOL INTERNACIONALIZACIÓN EDUCACIÓN - SEPIE
Sistematización de la Fabricación Aditiva de piezas de Alúmina con porosidad controlada y estudio de los recubrimientos óptimos para uso en aplicaciones industriales (AMAPOC)
01-Sep-2022 - 31-Aug-2026
Financiado por: MINISTERIO DE CIENCIA E INNOVACIÓN
Smart, Sustainable and coheSive Digitalization conceived as a Digital Innovation Hub
01-Jan-2023 - 31-Dec-2025
Financiado por: COMISION EUROPEA
PROYECTO ESTRATÉGICO - LUCHA CONTRA LOS CIBERDELITOS APLICANDO INTELIGENCIA ARTIFICIAL (LUCIA)
07-Nov-2023 - 31-Dec-2025
Financiado por: INSTITUTO NACIONAL DE CIBERSEGURIDAD, S.A.
AYUDA A GRUPOS DE INVESTIGACIÓN
01-Jan-2017 - 31-Dec-2025
Financiado por: UNIVERSIDAD DE LEÓN
Proyectos terminados
Contrato de asesoría técnica para analizar la calidad del agua utilizando técnicas de Visión por Computador y Aprendizaje Profundo
04-Apr-2023 - 18-Jan-2025
Financiado por: AQUACORP, S.L.
Supporting Extensive Livestock Farming with the use of Autonomous Intelligent Robots
01-Dec-2022 - 30-Nov-2024
Financiado por: MINISTERIO DE CIENCIA E INNOVACIÓN
Global response against child exploitation - GRACE
01-Jun-2020 - 30-Sep-2024
Financiado por: COMISION EUROPEA
REGional INNovAtive learning for society 4.0
01-May-2023 - 31-Jul-2024
Financiado por: COMISION EUROPEA
Asistencia técnica en el diseño y desarrollo de aplicaciones informáticas
15-Dec-2022 - 14-Dec-2023
Financiado por: UNIVERSIDAD DE ZARAGOZA
4ª Edición Expociencia Unileón
01-Jul-2022 - 30-Jun-2023
Financiado por: FUNDACIÓN ESPAÑOLA PARA LA CIENCIA Y LA TECNOLOGÍA
Contrato de investigación y desarrollo sobre compra pública precomercial de CDTI para el desarrollo de soluciones en el ámbito de la monitorización de la calidad de las aguas superficiales
04-Nov-2021 - 03-Apr-2023
Financiado por: AQUACORP, S.L.
Sistema para identificar células redondas en muestras de semen humano usando visión por computador y aprendizaje automático.
16-Jul-2018 - 14-Jan-2023
Financiado por: MICROPTIC, S.L.
Adenda número 01. Acuerdo de colaboración para la continuidad de los trabajos de un equipo de investigación aplicada en visión artificial y aprendizaje automático.
14-Dec-2018 - 17-Dec-2022
Financiado por: INSTITUTO NACIONAL DE CIBERSEGURIDAD, S.A.
LambChops: estimación de trayectorias que definen el corte de costillares de corderos en chuletas mediante análisis digital de imágenes.
23-Sep-2020 - 31-Jul-2022
Financiado por: UNIVERSIDAD DE ZARAGOZA
3ª Edición Expociencia Unileón
01-Jul-2021 - 30-Jun-2022
Financiado por: FUNDACIÓN ESPAÑOLA PARA LA CIENCIA Y LA TECNOLOGÍA
Asesoría técnica para utilizar visión por computador y aprendizaje profundo en el análisis de la calidad del agua.
21-Jun-2021 - 20-Jun-2022
Financiado por: AQUACORP, S.L.
Asistencia técnica en el diseño y desarrollo de aplicaciones informáticas.
13-May-2021 - 12-May-2022
Financiado por: UNIVERSIDAD DE ZARAGOZA
Infraestructura de cómputo de alto rendimiento o HPC.
13-Nov-2020 - 14-Nov-2021
Financiado por: JUNTA DE CASTILLA Y LEÓN
Sistematización de la fabricación personalizada de moldes mediante fabricación aditiva 3DP y de sus inspección con metrología óptica
01-Jan-2018 - 30-Sep-2021
Financiado por: MINISTERIO DE ECONOMÍA Y COMPETITIVIDAD
Forensic Against Sexual Exploitation of Children 4NSEEK.
01-Jan-2019 - 30-Jun-2021
Financiado por: COMISIÓN DE LA UNIÓN EUROPEA
Contrato de asesoría técnica para analizar el uso de visión por computador en el análisis de la calidad del agua.
15-Jul-2020 - 31-May-2021
Financiado por: AQUACORP, S.L.
Expociencia Unileon 2020
01-Apr-2019 - 31-Dec-2020
Financiado por: FUNDACIÓN ESPAÑOLA PARA LA CIENCIA Y LA TECNOLOGÍA
Informe técnico de experto, exp. 2015/0099/PIDI/30 (SEG2019): "Desarrollo de visión e inteligencia artificial avanzada para la inspección de superficies reflectantes (KEYINSPECT)". De la Empresa JMA Alejandro Altuna S.L.U.
06-Mar-2020 - 17-Mar-2020
Financiado por: AENOR INTERNACIONAL, S.A.U.
Campus científicos de verano 2019.
01-Jan-2019 - 31-Oct-2019
Financiado por: FUNDACIÓN ESPAÑOLA PARA LA CIENCIA Y LA TECNOLOGÍA
Optimización del proceso de impresión metálica SLM utilizando post-tratamiento HIP con el fin de mejorar las propiedades de piezas de aplicación en el ámbito aeroespacial y de automoción.
26-Jul-2017 - 31-Oct-2019
Financiado por: JUNTA DE CASTILLA Y LEÓN
Desarrollo de visión e inteligencia artificial avanzada para la inspección de superficies reflectantes (KEYINSPECT).
16-Apr-2019 - 02-May-2019
Financiado por: AENOR INTERNACIONAL, S.A.U.
Expociencia 2018 #ConoceUnileon (FCT-17-11931).
01-Jan-2018 - 31-Mar-2019
Financiado por: FUNDACIÓN ESPAÑOLA PARA LA CIENCIA Y LA TECNOLOGÍA
Adenda nº 22. Acuerdo de colaboración para la puesta en marcha de un equipo de investigación aplicada en Visión Artificial y Reconocimiento de Patrones.
10-Mar-2016 - 17-Dec-2018
Financiado por: INSTITUTO NACIONAL DE CIBERSEGURIDAD, S.A.
VISIONENET. Red española de visión de por computador.
01-Dec-2015 - 30-Nov-2018
Financiado por: MINISTERIO DE ECONOMÍA Y COMPETITIVIDAD
La escritura de documentos científicos: principios, conceptos y práctica.
08-Nov-2017 - 16-Nov-2017
Financiado por: UNIVERSIDAD FRANCISCO DE PAULA SANTANDER OCAÑA
Tesis
Tesis doctorales leidas en el grupo de investigación
12
TESIS
Image feature representation using deep learning for instance search and scene recognition
Saikia, Surajit
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y LAURA FERNÁNDEZ ROBLES
Analysis and classification of spam email using artificial intelligence to identify cyberthreats
Jáñez Martino, Francisco
Dirigida por VICTOR GONZÁLEZ CASTRO y ROCÍO ALAIZ RODRÍGUEZ
Botnet activity spotting with artificial intelligence: efficient bot malware detection and social bot identification
Velasco Mata, Javier
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y VICTOR GONZÁLEZ CASTRO
Applications of scene text spotting to the darknet and industry 4.0
Blanco Medina, Pablo
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y EDUARDO FIDALGO FERNÁNDEZ
Deep learning applied to speech processing: development of novel models and techniques
Carofilis Vasco, Roberto Andrés
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y LAURA FERNÁNDEZ ROBLES
Data-efficient deep learning: age, expression, pornography, and sexual activity detection for crime prevention
Kumar, Abhishek Gangwar
Dirigida por VICTOR GONZÁLEZ CASTRO y ENRIQUE ALEGRE GUTIÉRREZ
Deep learning methods for extractive text summarization
Joshi, Akanksha
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y EDUARDO FIDALGO FERNÁNDEZ
Perceptual Image Hashing and Machine Learning methods applied to prevent and fight against Cybercrime
Biswas, Rubel
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y VICTOR GONZÁLEZ CASTRO
Supervised machine learning for classification mining and ranking of illegal web contents
AL NABKI, MHD WESAM
Dirigida por EDUARDO FIDALGO FERNÁNDEZ y ENRIQUE ALEGRE GUTIÉRREZ
Automatic reactivity characterisation of char particles from pulverised coal combustion using computer vision
Chaves Sanchez, Deisy
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y LAURA FERNÁNDEZ ROBLES
Wear characterization of the cutting tool in milling processes using shape and texture descriptors
García Ordás, María Teresa
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y ROCÍO ALAIZ RODRÍGUEZ
Methods for improving texture description by using statistical information extracted from the image gradient
García-Olalla Olivera, Oscar
Dirigida por ENRIQUE ALEGRE GUTIÉRREZ y LAURA FERNÁNDEZ ROBLES
Ubicación
Edificio MIC
Responsable
Enrique Alegre Gutiérrez
Email:
ealeg@unileon.es