Publications en collaboration avec des chercheurs de IK4-TEKNIKER (59)

2024

  1. Deep Learning-Based Traffic Light Detection in a Custom Embedded Hardware Platform for ADAS Applications

    IEEE Access, Vol. 12, pp. 127862-127878

  2. Taking Charge of One’s Own Safety While Collaborating with Robots: Enhancing Situational Awareness for a Safe Environment

    Sustainability (Switzerland) , Vol. 16, Núm. 10

  3. Toward Programming a Collaborative Robot by Interacting with Its Digital Twin in a Mixed Reality Environment

    International Journal of Human-Computer Interaction, Vol. 40, Núm. 17, pp. 4745-4757

2023

  1. "You Can Go Your Own Way, but Keep Me Informed": Taking Charge of Own Safety when Collaborating with a Robot in a Shared Space

    Advances in Transdisciplinary Engineering

  2. Camera Pose Optimization for 3D Mapping

    IEEE Access, Vol. 11, pp. 9122-9135

  3. Dynamic mosaic planning for a robotic bin-packing system based on picked part and target box monitoring

    International Journal of Advanced Manufacturing Technology, Vol. 125, Núm. 3-4, pp. 1965-1985

  4. Learning positioning policies for mobile manipulation operations with deep reinforcement learning

    International Journal of Machine Learning and Cybernetics, Vol. 14, Núm. 9, pp. 3003-3023

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

    Engineering Failure Analysis, Vol. 152

2022

  1. Benchmarking Object Detection Deep Learning Models in Embedded Devices

    Sensors, Vol. 22, Núm. 11

  2. KIDE4Assistant: an Ontology-Driven Dialogue System Adaptation for Assistance in Maintenance Procedures

    CEUR Workshop Proceedings

  3. KIDE4I: A Generic Semantics-Based Task-Oriented Dialogue System for Human-Machine Interaction in Industry 5.0

    Applied Sciences (Switzerland), Vol. 12, Núm. 3

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

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

2021

  1. Active mapping and robot exploration: A survey

    Sensors, Vol. 21, Núm. 7

  2. Affordance-based grasping point detection using graph convolutional networks for industrial bin-picking applications

    Sensors (Switzerland), Vol. 21, Núm. 3, pp. 1-26

  3. Ontology Population Reusing Resources for Dialogue Intent Detection: Generic and Multilingual Approach

    International Conference Recent Advances in Natural Language Processing, RANLP

  4. Semantic Technologies Towards Missing Values Imputation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Towards an optimal design of natural human interaction mechanisms for a service robot with ancillary way-finding capabilities in industrial environments

    Production and Manufacturing Research, Vol. 9, Núm. 1, pp. 1-32

  6. 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. Multimodal mixed reality impact on a hand guiding task with a holographic cobot

    Multimodal Technologies and Interaction, Vol. 4, Núm. 4, pp. 1-21