Javier Villalba-Diez

According to our database, Javier Villalba-Diez authored at least 23 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A Brain-Inspired Model for Efficient Graph Learning in Human Cyber Physical Networks.

Charles J. Gish, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Cogn. Comput., December, 2026

Squid-transmon quantum hardware simulation with deep learning for pancreatic radiotherapy image classification.

Javier Villalba-Diez, Ana González-Marcos, Juan Carlos Losada, Joaquín B. Ordieres Meré

Quantum Inf. Process., May, 2026

FinTextSim: a domain-specific sentence-transformer for extracting predictive latent topics from financial disclosures.

Simon Jehnen, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Frontiers Artif. Intell., 2026

2025

FinTextSim: Enhancing Financial Text Analysis with BERTopic.

Simon Jehnen, Joaquín B. Ordieres Meré, Javier Villalba-Diez

CoRR, April, 2025

Quantum-enhanced signal processing via VQE for improved biomechanical feedback control.

Javier Villalba-Diez, Joaquín B. Ordieres Meré

Digit. Signal Process., 2025

Explainability as an Emergent Property of Brain-Inspired Human Cyber Physical Networks.

Charles J. Gish, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Proceedings of the Human-Computer Interaction, 2025

2023

Toward the industry 5.0 paradigm: Increasing value creation through the robust integration of humans and machines.

Joaquín B. Ordieres Meré, Miguel Hernando, Javier Villalba-Diez

Comput. Ind., September, 2023

2022

Improvement of Quantum Approximate Optimization Algorithm for Max-Cut Problems.

Javier Villalba-Diez, Ana González-Marcos, Joaquín B. Ordieres Meré

Sensors, 2022

Optimisation of Maintenance Policies Based on Right-Censored Failure Data Using a Semi-Markovian Approach.

Antonio Sánchez Heguedas, Ángel Mena-Nieto, Francisco Rodrigo-Muñoz, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2022

2021

Human-Machine Integration in Processes within Industry 4.0 Management.

Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2021

Quantum JIDOKA. Integration of Quantum Simulation on a CNC Machine for In-Process Control Visualization.

Javier Villalba-Diez, Miguel Gutierrez, Mercedes Grijalvo Martín, Tomas Sterkenburgh, Juan Carlos Losada, Rosa María Benito

Sensors, 2021

Industry 4.0 Quantum Strategic Organizational Design Configurations. The Case of 3 Qubits: Two Report to One.

Javier Villalba-Diez, Juan Carlos Losada, Rosa María Benito, Daniel Schmidt

Entropy, 2021

Industry 4.0 Quantum Strategic Organizational Design Configurations. The Case of 3 Qubits: One Reports to Two.

Javier Villalba-Diez, Juan Carlos Losada, Rosa María Benito, Ana González-Marcos

Entropy, 2021

2020

Quantum Strategic Organizational Design: Alignment in Industry 4.0 Complex-Networked Cyber-Physical Lean Management Systems.

Javier Villalba-Diez, Xiaochen Zheng

Sensors, 2020

Geometric Deep Lean Learning: Deep Learning in Industry 4.0 Cyber-Physical Complex Networks.

Javier Villalba-Diez, Martin Molina, Joaquín B. Ordieres Meré, Shengjing Sun, Daniel Schmidt, Wanja Wellbrock

Sensors, 2020

Industry 4.0 Quantum Strategic Organizational Design Configurations. The Case of Two Qubits: One Reports to One.

Javier Villalba-Diez, Rosa María Benito, Juan Carlos Losada

Sensors, 2020

Data Handling in Industry 4.0: Interoperability Based on Distributed Ledger Technology.

Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2020

Industry 4.0 Lean Shopfloor Management Characterization Using EEG Sensors and Deep Learning.

Daniel Schmidt, Javier Villalba-Diez, Joaquín B. Ordieres Meré, Roman Gevers, Joerg Schwiep, Martin Molina

Sensors, 2020

2019

Characterization of Industry 4.0 Lean Management Problem-Solving Behavioral Patterns Using EEG Sensors and Deep Learning.

Javier Villalba-Diez, Xiaochen Zheng, Daniel Schmidt, Martin Molina

Sensors, 2019

Deep Learning for Industrial Computer Vision Quality Control in the Printing Industry 4.0.

Javier Villalba-Diez, Daniel Schmidt, Roman Gevers, Joaquín B. Ordieres Meré, Martin Buchwitz, Wanja Wellbrock

Sensors, 2019

Indoor Air-Quality Data-Monitoring System: Long-Term Monitoring Benefits.

Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2019

2017

Lean Structural Network Resilience.

Javier Villalba-Diez, Ilaria De Sanctis, Joaquín B. Ordieres Meré, Filippo Emanuele Ciarapica

Proceedings of the Complex Networks & Their Applications VI, 2017

2015

Improving Manufacturing Performance by Standardization of Interprocess Communication.

Javier Villalba-Diez, Joaquín B. Ordieres Meré

IEEE Trans. Engineering Management, 2015