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Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets

Dintén Herrero, Ricardo

; Zorrilla Pantaleón, Marta E.

; Veloso, Bruno; Gama, João (Elsevier, 2026-03)

Quantitative system risk assessment from incomplete data with belief networks and pairwise comparison elicitation

De Persis, Cristina; Bosque Orero, José Luis

; Huertas, Irene; Sillero-Denamiel, M. Remedios; Wilson, Simon P. (Wiley-Blackwell, 2025-11)

Modelo de tiempo real de un caso de uso de movilidad inteligente sobre hardware MPSoC heterogéneo

Gómez Iturrioz, Iosu; Díaz de Cerio, Unai; Rivas Concepción, Juan María

; Gutiérrez García, José Javier

(Servicio de Publicaciones de la Universidade da Coruña ; Comité Español de Automática, 2025-09)

Performance and energy consumption of HPC workloads on a cluster based on Arm ThunderX2 CPU

Mantovani, Filippo; Garcia-Gasulla, Marta; Gracia, José; Stafford Fernández, Esteban

; Banchelli, Fabio; Josep-Fabrego, Marc; Criado-Ledesma, Joel; Nachtmann, Mathias (Elsevier, 2020)

Aplicando análisis de riesgos a un entorno de hogar inteligente: caso de estudio MARISMA-CPS

Ruiz Catalán, Jose Luis; Pedraza Antona, Carlos; Rosado, David G.; Santos-Olmo, Antonio; Sánchez, Luis E.; Blanco Bueno, Carlos

(Universidad de León, 2025)

Hacia un marco de gobierno de la seguridad para ciudades inteligentes

Rosado, David G.; Sánchez, Luis Enrique; Martínez, Ferney; Blanco Bueno, Carlos

; Serrano, Manuel A.; Fernández Medina, Eduardo (Universidad de León, 2025)

Using time series foundation models for few-shot remaining useful life prediction of aircraft engines

Dintén Herrero, Ricardo

; Zorrilla Pantaleón, Marta E.

(Tech Science Press, 2025-07)

Evaluating quantile regression neural networks for optimizing real-time applications on heterogeneous platforms

Gomez, Iosu; Fonts, David; Vilardell, Sergi; Díaz De Cerio, Unai; Rivas Concepción, Juan María

; Mezzetti, Enrico; Gutiérrez García, José Javier

; Cazorla, Francisco J. (Elsevier, 2026-03)

Architecture building blocks for data governance in data spaces

Zorrilla Pantaleón, Marta E.

; Yébenes Serrano, Juan Rafael

(MDPI, 2025-10)

LIA: latency-improved adaptive routing for dragonfly networks

Benito Hoz, Mariano

; Vallejo Gutiérrez, Enrique

; Beivide Palacio, Ramón

(Association for Computing Machinery (ACM), 2025-03-21)

The CAMINOS interconnection networks simulator

Camarero Coterillo, Cristobal

; Postigo Díaz, Daniel; Fuentes Saez, Pablo

(Elsevier, 2025-10)

Application-level evaluation of IEEE 802.1AS synchronized time and linux for distributed real-time systems

Pérez Tijero, Héctor

; Gutiérrez García, José Javier

; García Prieto, Diego

(Association for Computing Machinery (ACM), 2025-01)

CPU-GPU co-execution through the exploitation of hybrid technologies via SYCL

Nozal, Raúl

; Bosque Orero, José Luis

(Kluwer Academic Publishers, 2025-02)

Intelligent energy pairing scheduler (InEPS) for heterogeneous HPC clusters

López, Marta; Stafford Fernández, Esteban

; Bosque Orero, José Luis

(Kluwer Academic Publishers, 2025-01)

Affine-NoC: multi-ring NoCs exploiting long physical links

Vallejo Gutiérrez, Enrique

; Mageiropoulos, Evangelos; Chrysos, Nikolaos; Katevenis, Manolis G.H. (Institute of Electrical and Electronics Engineers, Inc., 2024)

Pinset: a DSL for extracting datasets from models for data mining-based quality analysis

Vega Ruiz, Alfonso de la

; Sánchez Barreiro, Pablo

; Kolovos, Dimitrios S. (IEEE Computer Society, 2018)

Lavoisier: a DSL for increasing the level of abstraction of data selection and formatting in data mining

Vega Ruiz, Alfonso de la

; García Saiz, Diego

; Zorrilla Pantaleón, Marta E.

; Sánchez Barreiro, Pablo

(Elsevier, 2020-10)

Current-sensorless power factor correction with predictive controllers

López Vidal, Felipe

; López Martín, Víctor Manuel; Azcondo Sánchez, Francisco Javier

; Corradini, Luca; Pigazo López, Alberto

(Institute of Electrical and Electronics Engineers, 2019-06)

Load balancing in a heterogeneous world: CPU-Xeon Phi co-execution of data-parallel kernels

Nozal, Raúl

; Pérez Pavón, Borja

; Bosque Orero, José Luis

; Beivide Palacio, Ramón

(Kluwer Academic Publishers, 2019-03)

Cooperative CPU, GPU, and FPGA heterogeneous execution with EngineCL

Dávila Guzmán, María Angélica; Nozal, Raúl

; Gran Tejero, Rubén; Villarroya-Guadó, María; Suárez Gracia, Darío; Bosque Orero, José Luis

(Kluwer Academic Publishers, 2019-03)

D30 Proyectos de Investigación: Envíos recientes

Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets

Quantitative system risk assessment from incomplete data with belief networks and pairwise comparison elicitation

Modelo de tiempo real de un caso de uso de movilidad inteligente sobre hardware MPSoC heterogéneo

Performance and energy consumption of HPC workloads on a cluster based on Arm ThunderX2 CPU

Aplicando análisis de riesgos a un entorno de hogar inteligente: caso de estudio MARISMA-CPS

Hacia un marco de gobierno de la seguridad para ciudades inteligentes

Using time series foundation models for few-shot remaining useful life prediction of aircraft engines

Evaluating quantile regression neural networks for optimizing real-time applications on heterogeneous platforms

Architecture building blocks for data governance in data spaces

LIA: latency-improved adaptive routing for dragonfly networks

The CAMINOS interconnection networks simulator

Application-level evaluation of IEEE 802.1AS synchronized time and linux for distributed real-time systems

CPU-GPU co-execution through the exploitation of hybrid technologies via SYCL

Intelligent energy pairing scheduler (InEPS) for heterogeneous HPC clusters

Affine-NoC: multi-ring NoCs exploiting long physical links

Pinset: a DSL for extracting datasets from models for data mining-based quality analysis

Lavoisier: a DSL for increasing the level of abstraction of data selection and formatting in data mining

Current-sensorless power factor correction with predictive controllers

Load balancing in a heterogeneous world: CPU-Xeon Phi co-execution of data-parallel kernels

Cooperative CPU, GPU, and FPGA heterogeneous execution with EngineCL

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D30 Proyectos de Investigación: Envíos recientes

Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets ﻿

Quantitative system risk assessment from incomplete data with belief networks and pairwise comparison elicitation ﻿

Modelo de tiempo real de un caso de uso de movilidad inteligente sobre hardware MPSoC heterogéneo ﻿

Performance and energy consumption of HPC workloads on a cluster based on Arm ThunderX2 CPU ﻿

Aplicando análisis de riesgos a un entorno de hogar inteligente: caso de estudio MARISMA-CPS ﻿

Hacia un marco de gobierno de la seguridad para ciudades inteligentes ﻿

Using time series foundation models for few-shot remaining useful life prediction of aircraft engines ﻿

Evaluating quantile regression neural networks for optimizing real-time applications on heterogeneous platforms ﻿

Architecture building blocks for data governance in data spaces ﻿

LIA: latency-improved adaptive routing for dragonfly networks ﻿

The CAMINOS interconnection networks simulator ﻿

Application-level evaluation of IEEE 802.1AS synchronized time and linux for distributed real-time systems ﻿

CPU-GPU co-execution through the exploitation of hybrid technologies via SYCL ﻿

Intelligent energy pairing scheduler (InEPS) for heterogeneous HPC clusters ﻿

Affine-NoC: multi-ring NoCs exploiting long physical links ﻿

Pinset: a DSL for extracting datasets from models for data mining-based quality analysis ﻿

Lavoisier: a DSL for increasing the level of abstraction of data selection and formatting in data mining ﻿

Current-sensorless power factor correction with predictive controllers ﻿

Load balancing in a heterogeneous world: CPU-Xeon Phi co-execution of data-parallel kernels ﻿

Cooperative CPU, GPU, and FPGA heterogeneous execution with EngineCL ﻿

Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets

Quantitative system risk assessment from incomplete data with belief networks and pairwise comparison elicitation

Modelo de tiempo real de un caso de uso de movilidad inteligente sobre hardware MPSoC heterogéneo

Performance and energy consumption of HPC workloads on a cluster based on Arm ThunderX2 CPU

Aplicando análisis de riesgos a un entorno de hogar inteligente: caso de estudio MARISMA-CPS

Hacia un marco de gobierno de la seguridad para ciudades inteligentes

Using time series foundation models for few-shot remaining useful life prediction of aircraft engines

Evaluating quantile regression neural networks for optimizing real-time applications on heterogeneous platforms

Architecture building blocks for data governance in data spaces

LIA: latency-improved adaptive routing for dragonfly networks

The CAMINOS interconnection networks simulator

Application-level evaluation of IEEE 802.1AS synchronized time and linux for distributed real-time systems

CPU-GPU co-execution through the exploitation of hybrid technologies via SYCL

Intelligent energy pairing scheduler (InEPS) for heterogeneous HPC clusters

Affine-NoC: multi-ring NoCs exploiting long physical links

Pinset: a DSL for extracting datasets from models for data mining-based quality analysis

Lavoisier: a DSL for increasing the level of abstraction of data selection and formatting in data mining

Current-sensorless power factor correction with predictive controllers

Load balancing in a heterogeneous world: CPU-Xeon Phi co-execution of data-parallel kernels

Cooperative CPU, GPU, and FPGA heterogeneous execution with EngineCL