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    • ABLA: an algorithm for repairing structure-based locators through attribute annotations 

      Aldalur, Iñigo; Larrinaga, Felix; Perez Riaño, Alain (Springer Nature, 2020)
      The growth of the web has been unstoppable in the last decade, which leads to an increasing demand for extracting information from it. Apart from the need to extract information, this growth also has brought the necessity ...
    • AdaptUI: a context-aware framework for adaptive user interfaces in Smart Product-Service Systems (S-PSS) 

      Carrera-Rivera, Angela (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2024)
      Smart Product-Service Systems (S-PSS) embody a transformative business model that integrates intelligent products with advanced digital capabilities and associated e-services. This Dynamic model holds potential for driving ...
    • AdaptUI: A Framework for the development of Adaptive User Interfaces in Smart Product-Service Systems 

      Carrera-Rivera, Angela; Larrinaga, Felix; Lasa, Ganix (Springer, 2024)
      Smart Product–Service Systems (S-PSS) represent an innovative business model that integrates intelligent products with advanced digital capabilities and corresponding e-services. The user experience (UX) within an S-PSS ...
    • Advantages of Arrowhead Framework for the Machine Tooling Industry 

      Aldalur, Iñigo; Illarramendi, Miren; Larrinaga, Felix; Perez Lazare, Jose María (IEEE, 2020)
      Immersed in the digital era and fully experiencing the changes introduced by the new industrial revolution of the so-called Industry 4.0, there are still many aspects of industrial digitization to resolve. Interoperability ...
    • Analysis of technological architectures for the new paradigm of the industry 4.0 

      Larrinaga, Felix; Aldalur, Iñigo; Illarramendi, Miren; Iturbe, Mikel; Perez Lazare, Jose María (DYNA Publishing, 2019)
      The present work defines an interoperable and scalable architecture that will allow the servitization of the machine tool sector. ICT and the Internet of Things make possible to interconnect different devices and controllers, ...
    • Architecture for managing AAS-based business processes 

      Ochoa, William; Larrinaga, Felix; Perez Riaño, Alain (Elsevier, 2023)
      Industries frequently encounter the need to orchestrate services provided by devices as business processes. These industrial business process models need to meet Industry 4.0 (I4.0) specifications to handle unpredictable ...
    • A Big Data implementation of the MANTIS Reference Architecture for Predictive Maintenance 

      Larrinaga, Felix; Zugasti, Ekhi; Garitano, Iñaki; Zurutuza, Urko (Sage Journals, 2019)
    • Bridging the Gap Between IDS and Industry 4.0 – Lessons Learned and Recommendations for the Future 

      Larrinaga, Felix (International Data Spaces Association, 2024)
    • Case study in Health industry for early stage innovation 

      Larrinaga, Felix; Lizarralde, Osane (2015)
      This paper outlines a Technology Foresight (TF) process, an ICT platform to support it and their validation in a case study. TF is a systematic and participative process, based on the accumulation of intelligence which ...
    • A case study on the use of machine learning techniques for supporting technology watch 

      Perez Riaño, Alain; Basagoiti, Rosa; Larrinaga, Felix (Elsevier, 2018)
      Technology Watch human agents have to read many documents in order to manually categorize and dispatch them to the correct expert, that will later add valued information to each document. In this two step process, the first ...
    • Context-aware workflow management for smart manufacturing: A literature review of semantic web-based approaches 

      Ochoa, William; Larrinaga, Felix; Perez Riaño, Alain (Elsevier, 2023)
      Smart Manufacturing Systems (SMS) are software systems that identify opportunities for automating manufacturing operations by using Internet of Things (IoT) devices and services connected to machines. An active challenge ...
    • Context-awareness for the design of Smart-product service systems: Literature review 

      Carrera-Rivera, Angela; Larrinaga, Felix; Lasa, Ganix (Elsevier, 2022)
      Smart-Product Service Systems (S-PSS) emerge as a novel strategy to integrate smart products with advanced digital capabilities and their related e-services to satisfy user’s needs in highly context-dependent environments. ...
    • CRESCO Framework and Checker: Automatic Generation of Reflective UML State Machine's C++ Code and Checker 

      Illarramendi, Miren; Etxeberria, Leire; Larrinaga, Felix; Sagardui, Goiuria (IEEE, 2020)
      Software Systems are becoming increasingly complex leading to new Validation & Verification challenges. Model checking and testing techniques are used at development time while runtime verification aims to verify that a ...
    • DABGEO: a Reusable and Usable Global Energy Ontology for the Energy Domain 

      Cuenca, Javier; Larrinaga, Felix (Elsevier B.V.Ontology usability, 2020)
      The heterogeneity of energy ontologies hinders the interoperability between ontology-based energymanagement applications to perform a large-scale energy management. Thus, there is the need fora global ontology that provides ...
    • Data Sovereignty - Requirements Analysis of Manufacturing Use Cases 

      Larrinaga, Felix (International Data Spaces Association, 2022)
      The increasing digitization in the manufacturing industry within and between production companies raises the question of secure and interoperable data sharing between companies in virtual enterprises or between enterprises ...
    • Data Sovereignty for AI Pipelines: Lessons Learned from an Industrial Project at Mondragon Corporation 

      Larrinaga, Felix (ACM, 2022)
      The establishment of collaborative AI pipelines, in which multiple organizations share their data and models, is often complicated by lengthy data governance processes and legal clarifications. Data sovereignty solutions, ...
    • Data-driven energy resource planning for Smart Cities 

      Larrinaga, Felix (IEEE, 2020)
      Cities are growing and, therefore, the primary needs, such as the energy resources. Hence, managing them in the proper way becomes essential for a sustainable growth. This paper proposes a data-driven tool based on IoT ...
    • Data-driven Workflow Management by utilising BPMN and CPN in IIoT Systems with the Arrowhead Framework 

      Larrinaga, Felix (IEEE, 2019)
      Workflow management is realised in manufacturing at the Enterprise- and Production (workstation) levels. The characteristics of business processes in these levels differ enough to prevent the adoption of ...
    • The district energy-efficient retrofitting of Torrelago (Laguna de Duero - Spain) 

      Larrinaga, Felix (IOP Publishing, 2019)
      The urban growth is estimated to reach up the 66 % by 2050 and consequently the need of resources within the cities will increase significantly. This, combined with the 40 % of energy consumption and 36 % of CO2 emissions ...
    • Dynamic context-aware workflow management architecture for efficient manufacturing: A ROS-based case study 

      Ochoa, William; Legaristi Labajos, Jon; Larrinaga, Felix; Perez Riaño, Alain (Elsevier, 2024)
      The manufacturing industry of the future requires innovative approaches to optimize operational efficiency and adaptability. Integrating context-awareness into workflow management systems has emerged as a promising avenue ...

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