Lupión Lorente, Marcos Author
Privacy-aware fall detection and alert management in smart environments using multimodal devices
- Marcos Lupión
- Vicente González-Ruiz
- Juan F. Sanjuan
- Pilar M. Ortigosa
INTERNET OF THINGS - 1/3/2025
- JCR Quartile: Q1 (2024)
- JCR Impact Factor: 7.6 (2024)
- Category normalized Impact: 0.339 (2024)
- JCR 5-year Impact Factor: 7.1
- JCR Categories: TELECOMMUNICATIONS
- Some of the above metrics are provisional
- OAI-PMH
- Web of Science
- Scopus
- ORCID
A holistic approach for resource-constrained neural network architecture search
- M. Lupión
- N.C. Cruz
- E.M. Ortigosa
- P.M. Ortigosa
APPLIED SOFT COMPUTING - 1/3/2025
- CiteScore: 14.5 (2024)
- SJR: 1.511 (2024
- SNIP: 1.971 (2024
- Web of Science
- ORCID
- Scopus
A Lightweight Execution Manager for Training TensorFlow Models under the Slurm Queuing System
- Lupión M.
- Cruz N.C.
- Romero F.
- Sanjuan J.F.
- Ortigosa P.M.
ACTA POLYTECHNICA HUNGARICA - 1/1/2025
- CiteScore: 5.8 (2024)
- SJR: 0.406 (2024
- SNIP: 0.772 (2024
- ORCID
- Web of Science
- Scopus
Predictive Modeling for Hospital Readmissions for Patients With Heart Disease: An Updated Review From 2012–2023
- Zhang, Wei
- Cheng, Weihan
- Fujiwara, Koichi
- Evans, Richard
- Zhu, Chengyan
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS - 4/2024
- JCR Impact Factor: 6.8 (2024)
- JCR 5-year Impact Factor: 7
- JCR Categories: MEDICAL INFORMATICS
3D Human Pose Estimation from multi-view thermal vision sensors
- Marcos Lupión
- Aurora Polo-Rodríguez
- Javier Medina-Quero
- Juan F. Sanjuan
- Pilar M. Ortigosa
INFORMATION FUSION - 1/4/2024
- JCR Quartile: Q1 (2023)
- JCR Impact Factor: 14.8 (2023)
- Category normalized Impact: 1.171 (2023)
- CiteScore: 24.1 (2024)
- SJR: 4.128 (2024
- SNIP: 4.604 (2024
- JCR 5-year Impact Factor: 17.9
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- Some of the above metrics are provisional
- OAI-PMH
- ORCID
- Scopus
- Web of Science
Data Augmentation for Human Activity Recognition With Generative Adversarial Networks
- Marcos Lupion
- Federico Cruciani
- Ian Cleland
- Chris Nugent
- Pilar M. Ortigosa
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS - 1/4/2024
- JCR Quartile: Q1 (2024)
- JCR Impact Factor: 6.8 (2024)
- Category normalized Impact: 3.441 (2024)
- CiteScore: 13.5 (2024)
- SJR: 1.649 (2024
- SNIP: 1.975 (2024
- JCR 5-year Impact Factor: 7
- JCR Categories: MEDICAL INFORMATICS
- Scopus
- ORCID
- Web of Science
Accelerating neural network architecture search using multi-GPU high-performance computing
- Lupión M.
- Cruz N.C.
- Sanjuan J.F.
- Paechter B.
- Ortigosa P.M.
JOURNAL OF SUPERCOMPUTING - 1/5/2023
- JCR Quartile: Q2 (2022)
- JCR Impact Factor: 3.3 (2022)
- Category normalized Impact: 0.557 (2022)
- CiteScore: 7.1 (2024)
- SJR: 0.763 (2023
- SNIP: 1.102 (2023
- JCR 5-year Impact Factor: 2.4
- JCR Categories: COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
- Some of the above metrics are provisional
THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images
- Marcos Lupión
- Vicente González-Ruiz
- Javier Medina-Quero
- Juan F. Sanjuan
- Pilar M. Ortigosa
IEEE INTERNET OF THINGS JOURNAL - 1/1/2023
- JCR Quartile: Q1 (2023)
- JCR Impact Factor: 8.2 (2023)
- Category normalized Impact: 0.953 (2023)
- CiteScore: 17.6 (2023)
- SJR: 3.382 (2023
- SNIP: 2.356 (2023
- JCR 5-year Impact Factor: 9
- JCR Categories: TELECOMMUNICATIONS
Using a Multi-GPU node to accelerate the training of Pix2Pix neural networks
- M. Lupión
- J. F. Sanjuan
- P. M. Ortigosa
JOURNAL OF SUPERCOMPUTING - 28/7/2022
- JCR Quartile: Q2 (2022)
- JCR Impact Factor: 3.3 (2022)
- Category normalized Impact: 0.557 (2022)
- CiteScore: 7.1 (2024)
- SJR: 0.684 (2022
- SNIP: 1.148 (2022
- JCR 5-year Impact Factor: 3
- JCR Categories: COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors
- Marcos Lupión
- Aurora Polo-Rodríguez
- Javier Medina-Quero
- Juan F. Sanjuan
- Pilar M. Ortigosa
EXPERT SYSTEMS WITH APPLICATIONS - 1/10/2022
- JCR Quartile: Q1 (2022)
- JCR Impact Factor: 8.5 (2022)
- Category normalized Impact: 0.223 (2022)
- CiteScore: 15 (2024)
- SJR: 1.873 (2022
- SNIP: 2.531 (2022
- JCR 5-year Impact Factor: 8.3
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Detección de actividades en tiempo real con sensores multimodales en una Smart Home
Book
- Lupión Lorente, Marcos
2020
HUAWEI ICT ACADEMY: A KEY RESOURCE FOR COMPUTER ENGINEERING EDUCATION
- Juan Francisco Sanjuan Estrada
- Marcos Lupión Lorente
- Nicolas Calvo Cruz
- Vicente González Ruiz
- Julian Manuel García Donaire
- Juana López Redondo
- Leocadio González Casado
06/2025
- ORCID
AUTOMATION IN PRACTICE ASSESSMENT: ENSURING LEARNING IN THE AGE OF AI
- Juan Francisco Sanjuan Estrada
- Marcos Lupión Lorente
- Nicolas Calvo Cruz
- Pilar Martinez Ortigosa
06/2025
- ORCID
On the Use of GPU Computing for Accelerating EEG Preprocessing
- F. Romero
- M. Lupión
- N.C. Cruz
- L.F. Romero
- P.M. Ortigosa
EURO-PAR 2024: PARALLEL PROCESSING, PT III, EURO-PAR 2024 - 1/1/2024
- CiteScore: 2.4 (2024)
- SJR: 0.352 (2024
- SNIP: 0.555 (2024
- Web of Science
- ORCID
- Scopus
Empowering the Disabled: Object Detection and Recognition for Enhanced Autonomy
- M. Lupión
- J.F. Sanjuan
- V. González-Ruiz
- P.M. Ortigosa
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND AMBIENT INTELLIGENCE, UCAMI 2024 - 1/1/2024
- CiteScore: 1 (2024)
- SJR: 0.166 (2024
- SNIP: 0.233 (2024
- Web of Science
- ORCID
- Scopus
Enhancing Smart Home Accessibility for the Deaf Through Transformer-Based Sign Language Production and Avatars
- M. Lupión
- J. Navarro-Lázaro
- V. González-Ruiz
- J.F. Sanjuan
- P.M. Ortigosa
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND AMBIENT INTELLIGENCE, UCAMI 2024 - 1/1/2024
- CiteScore: 1 (2024)
- SJR: 0.166 (2024
- SNIP: 0.233 (2024
- Web of Science
- ORCID
- Scopus
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm
- Marcos Lupión
- Juan F. Sanjuan
- Javier Medina-Quero
- Pilar Martínez Ortigosa
AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE - 1/1/2023
- CiteScore: 1 (2024)
- SJR: 0.171 (2023
- SNIP: 0.284 (2023
- ORCID
- Web of Science
- Scopus
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments
- Lupión M.
- Polo-Rodríguez A.
- Ortigosa P.M.
- Medina-Quero J.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING & AMBIENT INTELLIGENCE (UCAMI 2022) - 1/1/2023
- CiteScore: 1 (2024)
- SJR: 0.171 (2023
- SNIP: 0.284 (2023
- ORCID
- Web of Science
- Scopus
On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture
- Marcos Lupión
- N. C. Cruz
- B. Paechter
- P. M. Ortigosa
METAHEURISTICS, MIC 2022 - 1/1/2023
- CiteScore: 2.4 (2024)
- SJR: 0.606 (2023
- SNIP: 0.592 (2023
- ORCID
- Web of Science
- Scopus
Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation
- M. Lupión
- F. Romero
- L. F. Romero
- J. F. Sanjuan
- P. M. Ortigosa
PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING & AMBIENT INTELLIGENCE, UCAMI 2023, VOL 2 - 1/1/2023
- CiteScore: 1 (2024)
- SJR: 0.171 (2023
- SNIP: 0.284 (2023
- Scopus
- ORCID
- Web of Science
This author has no patents.
This author has no reports or other types of publications.
Contact info
Email: marcoslupion@ual.es
h index
Scopus: 6
Web of Science: 6
i10 index
Scopus: 4
Web of Science: 3
Research groups
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Supercomputación - algoritmos
Role: Miembro
Author profiles
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ORCID
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Web of Science ResearcherID
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Scopus Author ID
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Dialnet id
Research projects at UAL
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Acronym 33-4-ID24Since: January 1, 2024Until: December 31, 2025Funding / grant amount: 26,202.48 EURRole: Investigador
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Acronym PDC2022-133370-I00Since: December 1, 2022Until: November 30, 2024Funding / grant amount: 143,750.00 EURRole: Equipo de trabajo
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Acronym PID2021-123278OB-I00Since: September 1, 2022Until: August 31, 2025Funding / grant amount: 187,700.00 EURRole: Equipo de trabajo