Publicaciones en colaboración con investigadoras/es de IK4-TEKNIKER (28)

2023

  1. Optimizing porosity detection in wire laser metal deposition processes through data-driven AI classification techniques

    Engineering Failure Analysis, Vol. 152

2022

  1. On the Evaluation, Management and Improvement of Data Quality in Streaming Time Series

    IEEE Access, Vol. 10, pp. 81458-81475

2021

  1. k-Nearest patterns for electrical demand forecasting in residential and small commercial buildings

    Energy and Buildings, Vol. 253

2020

  1. Hybrid modelling for linear actuator diagnosis in absence of faulty data records

    Computers in Industry, Vol. 123

  2. RSAII: Flexible Robotized Unitary Picking in Collaborative Environments for Order Preparation in Distribution Centers

    Springer Tracts in Advanced Robotics (Springer), pp. 129-151

2019

  1. Dynamic condition monitoring method based on dimensionality reduction techniques for data-limited industrial environments

    Computers in Industry, Vol. 112

2018

  1. A hybrid optimization algorithm for standardization of maintenance plans

    Studies in Computational Intelligence (Springer Verlag), pp. 135-144

  2. A multi-stage optimization algorithm for standardization of maintenance plans

    IFAC-PapersOnLine, Vol. 51, Núm. 11, pp. 520-524

  3. Comparison of Automated Feature Selection and Reduction methods on the Condition Monitoring issue

    Procedia Manufacturing

2017

  1. Human-robot collaboration in industrial applications: Safety, interaction and trust

    International Journal of Advanced Robotic Systems, Vol. 14, Núm. 4, pp. 1-10

  2. Natural multimodal communication for human-robot collaboration

    International Journal of Advanced Robotic Systems, Vol. 14, Núm. 4, pp. 1-12

2015

  1. Multiple target tracking based on particle filtering for safety in industrial robotic cells

    Robotics and Autonomous Systems, Vol. 72, pp. 105-113

2013

  1. On the use of a low-cost thermal sensor to improve kinect people detection in a mobile robot

    Sensors (Switzerland), Vol. 13, Núm. 11, pp. 14687-14713

  2. RGB-D, laser and thermal sensor fusion for people following in a mobile robot

    International Journal of Advanced Robotic Systems, Vol. 10

2012

  1. A Bayesian network for burr detection in the drilling process

    Journal of Intelligent Manufacturing, Vol. 23, Núm. 5, pp. 1463-1475

  2. A layered learning approach to 3D multimodal people detection using low-cost sensors in a mobile robot

    Advances in Intelligent and Soft Computing

  3. A practical approach to FM2 motion planner

    Advanced Materials Research

  4. Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept

    Expert Systems with Applications, Vol. 39, Núm. 7, pp. 6402-6418

2011

  1. A Bayesian network model integrated in a prognostics and health management system for aircraft line maintenance

    Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Vol. 225, Núm. 8, pp. 886-901

  2. Data mining for quality control: Burr detection in the drilling process

    Computers and Industrial Engineering, Vol. 60, Núm. 4, pp. 801-810