Skip to main content
SpringerLink
Log in

Advances in System-Integrated Intelligence

Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Maurizio Valle

    1. Department of Electrical, Electronic and Telecommunication Engineering and Naval Architecture (DITEN), University of Genova, Genoa, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Dirk Lehmhus

    1. Fraunhofer Institute for Manufacturing Technology and Advanced Materials, Bremen, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Christian Gianoglio

    1. Department of Electrical, Electronic and Telecommunication Engineering and Naval Architecture (DITEN), University of Genova, Genoa, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Edoardo Ragusa

    1. Department of Electrical, Electronic and Telecommunication Engineering and Naval Architecture (DITEN), University of Genova, Genoa, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Lucia Seminara

    1. Department of Electrical, Electronic and Telecommunication Engineering and Naval Architecture (DITEN), University of Genova, Genoa, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Stefan Bosse

    1. Computer Science and Mathematics, University of Bremen, Bremen, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Ali Ibrahim

    1. Department of Electrical and Electronics Engineering (EEE), Lebanese International University (LIU), Beirut, Lebanon

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  8. Klaus-Dieter Thoben

    1. BIBA, University of Bremen, Bremen, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Covers intelligent, flexible and connected systems in products and production
  • Describes advanced methods and algorithms for data-driven modeling
  • Reports on advanced manufacturing systems

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 546)

Included in the following conference series:

Conference proceedings info: SYSINT 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (69 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Towards Challenges and Proposals for Integrating and Using Machine Learning Methods in Production Environments

      • Thimo Florian Schindler, Dennis Bode, Klaus-Dieter Thoben
      Pages 3-12

    3. Autonomous Driving Based on Imitation and Active Inference

      • Sheida Nozari, Ali Krayani, Pablo Marin, Lucio Marcenaro, David Martin, Carlo Regazzoni
      Pages 13-22

    4. Machine Learning Based Reconstruction of Process Forces

      • Berend Denkena, Heinrich Klemme, Dennis Stoppel
      Pages 23-32

    5. A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks

      • Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli
      Pages 33-42

    6. Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes

      • Giulia Iaconi, Federica Ferraro, Marco Balletto, David Solarna, Marco Trombini, Gabriele Moser et al.
      Pages 43-52

    7. Image Based Classification of Methods-Time Measurement Operations in Assembly Using Recurrent Neuronal Networks

      • Patrick Rueckert, Katrin Birgy, Kirsten Tracht
      Pages 53-62

  3. Pervasive and Ubiquitous Intelligence

    1. Front Matter

      Pages 63-63
      Download chapter PDF

    2. FPGA-Based Road Crack Detection Using Deep Learning

      • Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
      Pages 65-73

    3. Simple Non Regressive Informed Machine Learning Model for Prescriptive Maintenance of Track Circuits in a Subway Environment

      • Andrea Garrone, Simone Minisi, Luca Oneto, Carlo Dambra, Marco Borinato, Paolo Sanetti et al.
      Pages 74-83

    4. Embedded Implementation of an Algorithm for Online Inertia Estimation in Power Grids

      • Alessandro Ravera, Valentina Baruzzi, Matteo Lodi, Alberto Oliveri, Marco Storace
      Pages 84-94

    5. Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels

      • Edoardo Ragusa, Valentina Mastronardi, Deborah Pedone, Mauro Moglianetti, Pier Paolo Pompa, Rodolfo Zunino et al.
      Pages 95-104

    6. Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification

      • Haydar Al Haj Ali, Christian Gianoglio, Ali Ibrahim, Maurizio Valle
      Pages 105-115

    7. Human Recognition for Resource-Constrained Mobile Robot Applied to Covid-19 Disinfection

      • Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli
      Pages 116-125

    8. Data-Driven Methods for Aviation Safety: From Data to Knowledge

      • Irene Buselli, Luca Oneto, Carlo Dambra, Christian Verdonk Gallego, Miguel Garcia Martinez
      Pages 126-136

    9. Design and Deployment of an Efficient Landing Pad Detector

      • Andrea Albanese, Tommaso Taccioli, Tommaso Apicella, Davide Brunelli, Edoardo Ragusa
      Pages 137-147

    10. Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification

      • Youssef Amin, Christian Gianoglio, Maurizio Valle
      Pages 148-159

    11. An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing

      • Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti
      Pages 160-170

  4. Sensors and Sensing Systems

    1. Front Matter

      Pages 171-171
      Download chapter PDF
Back to top

Other volumes

  1. Advances in System-Integrated Intelligence

Keywords

About this book

This book reports on cutting-edge research and developments focusing on  integrating intelligent functionalities into materials, components, systems and products. Gathering the proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), held on September 7-9, in Genova, Italy, it offers a comprehensive, multidisciplinary and applied perspective on the state-of-the art and challenges in the field of intelligent, flexible and connected systems. The book covers advanced methods and applications relating to artificial, pervasive and ubiquitous intelligence, sensors, smart factory and logistics, structural health monitoring, as well as soft robotics, cognitive systems and human-machine interaction. Giving a special focus to artificial intelligence, it  extensively reports on methods and algorithms for data-driven modeling, and agent-based data processing and planning. It aims at inspiring and fostering collaboration between researchers and professionals from the different fields of  electrical, manufacturing and production engineering, and materials and computer sciences. 

Editors and Affiliations

  • Department of Electrical, Electronic and Telecommunication Engineering and Naval Architecture (DITEN), University of Genova, Genoa, Italy

    Maurizio Valle, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara

  • Fraunhofer Institute for Manufacturing Technology and Advanced Materials, Bremen, Germany

    Dirk Lehmhus

  • Computer Science and Mathematics, University of Bremen, Bremen, Germany

    Stefan Bosse

  • Department of Electrical and Electronics Engineering (EEE), Lebanese International University (LIU), Beirut, Lebanon

    Ali Ibrahim

  • BIBA, University of Bremen, Bremen, Germany

    Klaus-Dieter Thoben

Bibliographic Information

  • Book Title: Advances in System-Integrated Intelligence

  • Book Subtitle: Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy

  • Editors: Maurizio Valle, Dirk Lehmhus, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara, Stefan Bosse, Ali Ibrahim, … Klaus-Dieter Thoben

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-16281-7

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-16280-0Published: 05 September 2022

  • eBook ISBN: 978-3-031-16281-7Published: 03 September 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XX, 740

  • Number of Illustrations: 52 b/w illustrations, 264 illustrations in colour

  • Topics: Cyber-physical systems, IoT, Machine Learning, Robotics and Automation

Publish with us

Policies and ethics

Back to top

Search

Navigation