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Lupión Lorente, Marcos Author

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

10.12700/aph.22.3.2025.3.4

Cite count: 0 (Web of Science) 1 (Scopus)
  • CiteScore: 5.8 (2024)
  • SJR: 0.406 (2024
  • SNIP: 0.772 (2024

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

10.1016/j.asoc.2025.112832

Cite count: 3 (Web of Science) 4 (Scopus)
  • JCR Quartile: Q1 (2024)
  • JCR Impact Factor: 6.6 (2024)
  • CiteScore: 14.5 (2024)
  • SJR: 1.511 (2024
  • SNIP: 1.971 (2024
  • JCR 5-year Impact Factor: 6.9
  • JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
  • Some of the above metrics are provisional

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

10.1016/j.eswa.2022.117356

Cite count: 3 (Web of Science) 8 (Scopus)
  • 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

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

10.1109/jiot.2023.3264215

Cite count: 9 (Web of Science) 12 (Scopus)
  • 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: ENGINEERING, ELECTRICAL & ELECTRONIC

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

10.1109/jbhi.2023.3349353

Cite count: 1 (Web of Science)
  • JCR Quartile: Q1 (2024)
  • JCR Impact Factor: 6.8 (2024)
  • JCR 5-year Impact Factor: 7
  • JCR Categories: MATHEMATICAL & COMPUTATIONAL BIOLOGY

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

10.1109/jbhi.2024.3364910

Cite count: 20 (Web of Science) 28 (Scopus)
  • JCR Quartile: Q1 (2024)
  • JCR Impact Factor: 6.8 (2024)
  • Category normalized Impact: 3.133 (2024)
  • CiteScore: 13.5 (2024)
  • SJR: 1.649 (2024
  • SNIP: 1.975 (2024
  • JCR 5-year Impact Factor: 7
  • JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Tecnocuidados en el entorno del smarthome con personas con daño cerebral sobrevenido

  • Magdalena Correa Blázquez
  • Raquel Latorre Martínez
  • María Teresa Martín Palomo
  • Marcos Lupión Lorente
  • María del Carmen Martínez Cortés
  • Eva María del Águila Martín
  • Juan Sebastián Fernández Prados
  • José María Muñoz Terrón
... View more Collapse

Inclusión digital: investigación, estrategias y respuestas desde la acción, la educación y las políticas públicas - 2025

Cite count: 0 (Dialnet)

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

10.1016/j.inffus.2023.102154

Cite count: 24 (Web of Science) 32 (Scopus)
  • JCR Quartile: Q1 (2024)
  • JCR Impact Factor: 15.5 (2024)
  • Category normalized Impact: 1.171 (2024)
  • CiteScore: 24.1 (2024)
  • SJR: 4.128 (2024
  • SNIP: 4.604 (2024
  • JCR 5-year Impact Factor: 17.9
  • JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Open Access

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

10.1016/j.iot.2025.101526

Cite count: 6 (Web of Science) 10 (Scopus)
  • 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: COMPUTER SCIENCE, INFORMATION SYSTEMS
  • Some of the above metrics are provisional
Open Access

A parallel framework for data input pipelines and online data augmentation in deep learning

  • De Toro-Castro A.
  • Lupión M.
  • González-Ruiz V.
  • Sanjuan J.F.
  • M. Ortigosa P.

Journal of Supercomputing - 1/5/2026

10.1007/s11227-026-08543-0

Cite count: 0 (Scopus)
  • CiteScore: 7.1 (2024)
  • SJR: 0.716 (2024
  • SNIP: 1.181 (2024
Open Access

Implantación de un ambiente inteligente Book

  • Lupión Lorente, Marcos

2019

Open Access

Detección de actividades en tiempo real con sensores multimodales en una Smart Home Book

  • Lupión Lorente, Marcos

2020

Open Access

Integración de tecnologías de inteligencia artificial y computación de altas prestaciones en casas inteligentes Author

  • Lupión Lorente, Marcos

23/09/2024

http://hdl.handle.net/10835/17213

Integrating artificial intelligence and highperformance computing technologies in smart homes Author

  • Lupión Lorente, Marcos
  • Martínez Ortigosa, Pilar
  • Romero Gómez, Luis Felipe
  • Martín Garzón, Gracia Ester
  • Tóth, Boglárka Gazdag

Deployment of an iot platform for activity recognition at the ual’s smart home

  • Lupión M.
  • Redondo J.L.
  • Sanjuan J.F.
  • Ortigosa P.M.

Advances in Intelligent Systems and Computing - 1/1/2021

10.1007/978-3-030-58356-9_9

Cite count: 1 (Scopus)
  • CiteScore: 0.9 (2019)
  • SJR: 0.215 (2021
  • SNIP: 0.307 (2021

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

10.1007/978-3-031-22356-3_22

Cite count: 0 (Web of Science) 3 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.171 (2023
  • SNIP: 0.284 (2023
Open Access

Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks

  • Polo-Rodríguez A.
  • Lupión M.
  • Ortigosa P.M.
  • Medina-Quero J.

BIOINFORMATICS AND BIOMEDICAL ENGINEERING, PT I - 1/1/2022

10.1007/978-3-031-07704-3_27

Cite count: 2 (Web of Science) 2 (Scopus)
  • Category normalized Impact: 0.862 (2022)
  • CiteScore: 2.4 (2024)
  • SJR: 0.32 (2022
  • SNIP: 0.546 (2022
Open Access

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

10.1007/978-3-031-69583-4_19

Cite count: 0 (Web of Science) 0 (Scopus)
  • CiteScore: 2.4 (2024)
  • SJR: 0.352 (2024
  • SNIP: 0.555 (2024

Smart Home Control Through Sign Language Recognition

  • Antonio De Toro-Castro
  • Marcos Lupión
  • Vicente González-Ruiz
  • Juan Francisco Sanjuan
  • Pilar M. Ortigosa

Lecture Notes in Networks and Systems - 1/1/2026

10.1007/978-3-032-14138-5_6

Cite count: 0 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.166 (2024
  • SNIP: 0.233 (2024

Optimized Edge AI Framework for Wearable Epilepsy Seizure Monitoring on Microcontrollers

  • J. Navarro-Lázaro
  • M. Lupión
  • V. González-Ruiz
  • J. F. Sanjuan
  • P. M. Ortigosa

Lecture Notes in Networks and Systems - 1/1/2026

10.1007/978-3-032-16995-2_14

Cite count: 0 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.166 (2024
  • SNIP: 0.233 (2024

Viewpoint Adaptation of 2D Human Poses Using Autoencoders

  • Antonio De Toro-Castro
  • Marcos Lupión
  • Federico Cruciani
  • Vicente González-Ruiz
  • Juan Francisco Sanjuan
  • Pilar Martínez Ortigosa

Lecture Notes in Networks and Systems - 1/1/2026

10.1007/978-3-032-16995-2_13

Cite count: 0 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.166 (2024
  • SNIP: 0.233 (2024

IoT Architecture for Real-Time Glucose and Physical Activity Data Management

  • E. Lupión-Lorente
  • M. Lupión
  • P. M. Ortigosa
  • E. M. Ortigosa
  • N. C. Cruz

Lecture Notes in Networks and Systems - 1/1/2026

10.1007/978-3-032-16992-1_38

Cite count: 0 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.166 (2024
  • SNIP: 0.233 (2024
Open Access

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

10.1007/978-3-031-26504-4_10

Cite count: 0 (Web of Science) 0 (Scopus)
  • CiteScore: 2.4 (2024)
  • SJR: 0.606 (2023
  • SNIP: 0.592 (2023

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

10.1007/978-3-031-48642-5_13

Cite count: 0 (Web of Science) 0 (Scopus)
  • CiteScore: 1 (2024)
  • SJR: 0.171 (2023
  • SNIP: 0.284 (2023

This author has no patents.

This author has no reports or other types of publications.

Scopus: 7

Web of Science: 6

Scopus: 5

Web of Science: 3

Last data update: 5/30/26 11:03 AM
Next scheduled update: 6/6/26 3:00 AM