Listar por autor "3210d83d6bce7cde5a97ab5de2921125"
Mostrando ítems 1-17 de 17
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Active Power Optimization of a Turning Process by Cutting Conditions Selection: A Q-Learning Approach
Duo, Aitor; Reguera-Bakhache, Daniel; Izagirre, Unai; Aperribay Zubia, Javier (IEEE, 2022)In the context of Industry 4.0, the optimization of manufacturing processes is a challenge. Although in recent years many of the efforts have been in this direction, there is still improvement opportunities in these ... -
An Adaptive Industrial Human-Machine Interface to Optimise Operators Working Performance
Reguera-Bakhache, Daniel; Garitano, Iñaki; Cernuda, Carlos; Uribeetxeberria, Roberto; Zurutuza, Urko; Lasa, Ganix (IEEE, 2021)Adaptive User Interfaces (AUI) have the potential to deliver advantageous solutions for a wide range of industrial applications. Their ability to adapt to operator interaction patterns and achieve a more personalised ... -
Data-driven glass viscosity soft sensor development and validation in a glass container manufacturing line
Peña Mangas, David; Cernuda, Carlos; Reguera-Bakhache, Daniel (Elsevier, 2025)Viscosity plays a key role in glass container manufacturing, directly impacting product quality and consistency. To date, online measuring of this property during the glass manufacturing process has been both difficult and ... -
Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization
Reguera-Bakhache, Daniel; Garitano, Iñaki; Uribeetxeberria, Roberto; Cernuda, Carlos; Zurutuza, Urko (IEEE, 2020)The application of Artificial Intelligence (AI) into Industrial Human-Machine Interfaces (HMIs) moved old systems with physical buttons and analogue actuators into adaptive interaction models and context-based self adjusted ... -
Exploring the transformation of user interactions to Adaptive Human-Machine Interfaces
Carrera-Rivera, Angela; Reguera-Bakhache, Daniel; Larrinaga, Felix; Lasa, Ganix (ACM, 2023)Human-machine interfaces (HMI) facilitate communication between humans and machines, and their importance has increased in modern technology. However, traditional HMIs are often static and do not adapt to individual user ... -
From KPI Dashboards to Advanced Visualization
Garitano, Iñaki; Reguera-Bakhache, Daniel; Uribeetxeberria, Roberto (River Publishers, 2018) -
From Past to Present: Human-Machine Interfaces Evolve Toward Adaptivity
Carrera-Rivera, Angela; Larrinaga, Felix; Lasa, Ganix; Reguera-Bakhache, Daniel (Springer Nature, 2024)Human–machine interfaces (HMI) facilitate communication between humans and machines, and their importance has increased in modern technology. However, traditional HMIs are often static and do not adapt to individual user ... -
Generalized SMOTE: A universal generation oversampling technique for all data types in imbalanced learning
Cernuda, Carlos; Reguera-Bakhache, Daniel; Aguirre, Aitor; Iturbe Urretxa, Mikel; Garitano, Iñaki; Zurutuza, Urko (CAEPIA, 2021)A common problem that arises when facing classification tasks is the class imbalance problem, which happens when one or more classes are heavily underrepresented compared to the rest, being usually those minority classes ... -
An Industrial HMI Temporal Adaptation based on Operator-Machine Interaction Sequence Similarity
Reguera-Bakhache, Daniel; Garitano, Iñaki; Uribeetxeberria, Roberto; Cernuda, Carlos (IEEE, 2021)The incorporation of Artificial Intelligence (AI) into Industrial Environments has brought about a Smart Industry revolution, improving efficiency and simplifying complex industrial processes. However, these technological ... -
Metodología UCAD: nuevo procedimiento de diseño de interfaces centrado en el usuario para la industria 4.0
Aranburu, Erik; Lasa, Ganix; Reguera-Bakhache, Daniel; Gerrikagoitia, Jon Kepa; Iruretagoiena Irazusta, Garikoitz (Dyna, 2017)La nueva industria inteligente trae consigo una gran transformación y ofrece nuevas oportunidades y posibilidades de mejora para la industria manufacturera. De modo que se han creado nuevos sistemas ciber-físicos de ... -
Metodología UCAD: Principios para garantizar el desarrollo de soluciones digitales que tienen en cuenta a los usuarios
Aranburu, Erik; Lasa, Ganix; Reguera-Bakhache, Daniel (AEIPRO, 2017)The so-called Industry 4.0 has caused the introduction of new digital technologies that increase and improve the production and potential of the new intelligent industry. For that, it’s necessary a good communication between ... -
Metodologías data-driven para optimizar la interacción persona-máquina en escenarios industriales
Reguera-Bakhache, Daniel (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2021)The rapid expansion of new technologies into the industrial sector has transformed traditional industrial processes into intelligent operations, in which operator-machine interaction is becoming increasingly complex. In ... -
New approaches to integrating emotional aspects in the euristic evaluation of digital solutions
Lasa, Ganix; Aranburu, Erik; Mazmela Etxabe, Maitane; Justel Lozano, Daniel; Reguera-Bakhache, Daniel (AEIPRO, 2018)The appearance of new technologies such as Eye-tracking are enabling to collect human-computer interaction related data that until now was unknown. There are alternatives with a larger baggage in the field ... -
Nuevas metodologías centradas en el usuario para la creación de software en la industria 4.0
Aranburu, Erik; Reguera-Bakhache, Daniel; Lasa, Ganix; Gerrikagoitia, Jon Kepa (Dyna, 2017)La cuarta revolución industrial o más conocida como la industria 4.0 ha supuesto una gran transformación en el ámbito de la máquina herramienta. Mediante los sistemas ciber-físicos se logra conectar todos los objetos de ... -
Perfilado 4.0: ayuda a la puesta a punto y aseguramiento de la calidad en procesos de perfilado
Sáenz de Argandoña, Eneko; GALDOS, Lander; Mendiguren, Joseba; Reguera-Bakhache, Daniel; Garitano, Iñaki (2019)Una problemática a la que se enfrentan las empresas de perfilado de chapa es la laboriosa, y con ello costosa, puesta a punto del proceso. En ella los operarios basan sus decisiones en experiencias pasadas y en la mayoría ... -
Structured dataset of human-machine interactions enabling adaptive user interfaces
Carrera-Rivera, Angela; Reguera-Bakhache, Daniel; Larrinaga, Felix; Lasa, Ganix; Garitano, Iñaki (Springer Nature, 2023)This article introduces a dataset of human-machine interactions collected in a controlled and structured manner. The aim of this dataset is to provide insights into user behavior and support the development of adaptive ... -
Uxer: Nueva herramienta para la evaluación heurística de la experiencia en entornos interactivos y digitales
Lasa, Ganix; Gonzalez Ochoantesana, Itsaso; Reguera-Bakhache, Daniel; Etxebeste, Unai (AEIPRO, 2017)The digital interfaces have become the spaces that more interactive flows are generated between products/services and people. The latest proposals allow us to control an entire building, a production facility or execute ...
