TT 02 - Artificial intelligence in industrial applications

Track Chairs
Daswin De Silva, La Trobe University, Australia and  Muhammad Khan, Sejong University, Korea and  Evgeny Osipov, Luleå University of Technology, Sweden and  Yudong Zhang, University of Leicester, UK

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Focus

This technical track focuses on current and emerging topics of artificial intelligence that are relevant and important for industrial applications and industrial information technologies. It is aligned to the transformation of industrial informatics from model-based solutions to generative, data-driven solutions that address the challenges of dynamic and non-deterministic digital environments.

Topics under this track include (but not limited to)
  • Machine Learning
    • Deep Learning in industrial applications
    • Hyperdimensional computing for energy efficient machine learning on the Edge
    • Automated machine learning
    • Online learning from data stream
    • Unsupervised machine learning
    • Scalable machine learning
    • Machine learning for multimodal information fusion
    • Interpretability and traceable machine learning
    • Text, image, audio, video and social media analysis in industrial applications
  • Semantic Reasoning and Digital Twins
    • Semantic models for industrial applications
    • Probabilistic reasoning on IoT data
    • Combined reasoning and machine learning in digital twins
    • Context and semantic learning for industrial domain expertise
    • Digital thread models
  • AI methods for making Human-Machine Interaction Intelligent
    • Intelligent human behaviour monitoring in industrial scenarios
  • Optimization and Control
    • Reinforced learning in control
    • Fuzzy based control

Track Committee
  • Jamil Ahmad, Islamia College Peshawar, Pakistan
  • Damminda Alahakoon, La Trobe University, Australia
  • Sung Wook Baik, Sejong University , South Korea
  • Wenbin Dai, Shanghai Jiao Tong University, China
  • Miguel Martinez Garcia, Loughborough University, UK
  • Victor Hugo, University of Fortaleza, Brazil
  • Zhuqing Jiao, Changzhou University, China
  • Stamatis Karnouskos, SAP, Germany
  • Zahid Khan, Prince Sultan University, Saudi Arabia
  • Attique Khan, COMSATS University, Pakistan
  • Denis Kleyko, University of California, Berkeley, USA
  • Anis Koubaa, Prince Sultan University, Saudi Arabia
  • Shuaiqi Liu, Hebei University, China
  • Shuai Liu, Hunan Normal University, China
  • Siyuan Lu, University of Leicester, UK
  • Milos Manic, VCU, USA
  • Gerardo Maria Mauro, University of Sannio, Italy
  • Irfan Mehmood, University of Bradeford, UK
  • Rashmika Nawaratne, La Trobe University, Australia
  • Sandeep Patil, Lulea University of Technology, Sweden
  • Hamza Rafik, NICT, Japan
  • Muhammad Sajjad, Islamia College Peshawar, Pakistan
  • Javier Del Ser, TECNALIA, Spain
  • Roopak Sinha, Auckland University of Technology, NZ
  • Gautam Srivastava, Brondon University, Canada
  • Jianyong Su, Harbin Institute of Technology, China
  • Damien Trentesaux, Polytechnic University Hauts-de-France, France
  • Amin Ullah, Sejong University , South Korea
  • Shuihua Wang, Glenfield Hospital, UK
  • Chen-Wei Yang, Lulea University of Technology, Sweden
  • Xiang Yu, University of Leicester, UK
  • Yu Zhang, Loughborough University, UK
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