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Artificial Intelligence XXXV

38th SGAI International Conference on Artificial Intelligence, AI 2018, Cambridge, UK, December 11–13, 2018, Proceedings

Conference proceedings info: SGAI 2018.

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Table of contents (37 papers)

  1. Front Matter

    Pages I-XIV
  2. Neural Networks

    1. Front Matter

      Pages 19-19
    2. Implementing Rules with Artificial Neurons

      • Christian Huyck, Dainius Kreivenas
      Pages 21-33
    3. Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks

      • Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jérémie Clos
      Pages 34-49
    4. A Brain-Inspired Cognitive System that Mimics the Dynamics of Human Thought

      • Yuehu Ji, David Gamez, Christian Huyck
      Pages 50-62
  3. Planning and Scheduling

    1. Front Matter

      Pages 77-77
    2. A Versatile Executive Based on T-REX for Any Robotic Domain

      • Fernando Ropero, Pablo Muñoz, María D. R-Moreno
      Pages 79-91
    3. Tuning the Discount Factor in Order to Reach Average Optimality on Deterministic MDPs

      • Filipo Studzinski Perotto, Laurent Vercouter
      Pages 92-105
    4. A Strategical Path Planner for UGV-UAV Cooperation in Mars Terrains

      • Fernando Ropero, Pablo Muñoz, María D. R-Moreno
      Pages 106-118
  4. Machine Learning

    1. Front Matter

      Pages 119-119
    2. GEP-Based Ensemble Classifier with Drift-Detection

      • Joanna Jȩdrzejowicz, Piotr Jȩdrzejowicz
      Pages 121-131
    3. Dynamic Process Workflow Routing Using Deep Learning

      • Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
      Pages 132-142
    4. The Dreaming Variational Autoencoder for Reinforcement Learning Environments

      • Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
      Pages 143-155
  5. Short Technical Papers

    1. Front Matter

      Pages 157-157
    2. Abnormality Detection in the Cloud Using Correlated Performance Metrics

      • Sally McClean, Naveed Khan, Adam Currie, Kashaf Khan
      Pages 159-164
    3. Modelling Trust Between Users and AI

      • Simon Thompson
      Pages 171-176

Other Volumes

  1. Artificial Intelligence XXXV

    38th SGAI International Conference on Artificial Intelligence, AI 2018, Cambridge, UK, December 11–13, 2018, Proceedings

About this book

This book constitutes the proceedings of the 38th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2018, held in Cambridge, UK, in December 2018.

The 25 full papers and 12 short papers presented in this volume were carefully reviewed and selected from 46 submissions. There are technical and application papers which were organized in topical sections named: Neural Networks; Planning and Scheduling; Machine Learning; Industrial Applications of Artificial Intelligence; Planning and Scheduling in Action; Machine Learning in Action; Applications of Machine Learning; and Applications of Agent Systems and Genetic Algorithms.

Keywords

  • artificial intelligence
  • Business Process Management (BPM)
  • case based reasoning
  • classification
  • data mining
  • decision trees
  • genetic algorithms
  • Human-Computer Interaction (HCI)
  • information retrieval
  • intelligent agents
  • knowledge-based system
  • learning algorithms
  • machine learning
  • Multi-Agent Systems (MAS)
  • neural networks
  • robotics
  • robots
  • sensors
  • web services
  • World Wide Web

Editors and Affiliations

  • University of Portsmouth, Portsmouth, UK

    Max Bramer

  • Middlesex University, London, UK

    Miltos Petridis

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-04191-5
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 89.99
Price excludes VAT (USA)