Skip to main content
SpringerLink
Log in
Book cover

Advances and Trends in Artificial Intelligence. From Theory to Practice

32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Graz, Austria, July 9–11, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Franz Wotawa

    1. Institute for Software Technology, Graz University of Technology, Graz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Gerhard Friedrich

    1. Department of Applied Informatics, University of Klagenfurt, Klagenfurt, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Ingo Pill

    1. Institute for Software Technology, Graz University of Technology, Graz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Roxane Koitz-Hristov

    1. Institute for Software Technology, Graz University of Technology, Graz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Moonis Ali

    1. Department of Computer Science, Texas State University, San Marcos, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11606)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2019.

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 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
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 (74 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. AI for Estimation and Prediction

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. “It Could Be Worse, It Could Be Raining”: Reliable Automatic Meteorological Forecasting for Holiday Planning

      • Matteo Cristani, Francesco Domenichini, Claudio Tomazzoli, Margherita Zorzi
      Pages 3-11

    3. A Taxonomy of Event Prediction Methods

      • Fatma Ezzahra Gmati, Salem Chakhar, Wided Lejouad Chaari, Mark Xu
      Pages 12-26

    4. Infilling Missing Rainfall and Runoff Data for Sarawak, Malaysia Using Gaussian Mixture Model Based K-Nearest Neighbor Imputation

      • Po Chan Chiu, Ali Selamat, Ondrej Krejcar
      Pages 27-38

    5. On Using “Stochastic Learning on the Line” to Design Novel Distance Estimation Methods for Three-Dimensional Environments

      • Jessica Havelock, B. John Oommen, Ole-Christoffer Granmo
      Pages 39-49

    6. Predicting the Listing Status of Chinese Listed Companies Using Twin Multi-class Classification Support Vector Machine

      • Sining Zhao, Hamido Fujita
      Pages 50-62

    7. Robust Query Execution Time Prediction for Concurrent Workloads on Massive Parallel Processing Databases

      • Zhihao Zheng, Yuanzhe Bei, Hongyan Sun, Pengyu Hong
      Pages 63-70

    8. Thompson Sampling Based Active Learning in Probabilistic Programs with Application to Travel Time Estimation

      • Sondre Glimsdal, Ole-Christoffer Granmo
      Pages 71-78

    9. Towards Analyzing the Impact of Diversity and Cardinality on the Quality of Collective Prediction Using Interval Estimates

      • Van Du Nguyen, Hai Bang Truong, Ngoc Thanh Nguyen
      Pages 79-86

  3. Applied Neural Networks

    1. Front Matter

      Pages 87-87
      Download chapter PDF

    2. Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation

      • Erlend Olsvik, Christian M. D. Trinh, Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Alf Ring Kleiven et al.
      Pages 89-101

    3. Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec

      • Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
      Pages 102-109

    4. Hydropower Optimization Using Deep Learning

      • Bernt Viggo Matheussen, Ole-Christoffer Granmo, Jivitesh Sharma
      Pages 110-122

    5. Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets

      • Ines Rieger, Thomas Hauenstein, Sebastian Hettenkofer, Jens-Uwe Garbas
      Pages 123-134

  4. Autonomous Systems and Automated Driving

    1. Front Matter

      Pages 135-135
      Download chapter PDF

    2. A Rule-Based Smart Control for Fail-Operational Systems

      • Georg Engel, Gerald Schweiger, Franz Wotawa, Martin Zimmermann
      Pages 137-145

    3. Autonomous Monitoring of Air Quality Through an Unmanned Aerial Vehicle

      • Víctor H. Andaluz, Fernando A. Chicaiza, Geovanny Cuzco, Christian P. Carvajal, Jessica S. Ortiz, José Morales et al.
      Pages 146-157

    4. Intelligent Parking Management by Means of Capability Oriented Requirements Engineering

      • Mohamed Salah Hamdi, Adnane Ghannem, Pericles Loucopoulos, Evangelia Kavakli, Hany Ammar
      Pages 158-172

    5. Neural Network Control System of Motion of the Robot in the Environment with Obstacles

      • Viacheslav Pshikhopov, Mikhail Medvedev, Maria Vasileva
      Pages 173-181
Back to top

Other volumes

  1. Advances and Trends in Artificial Intelligence. From Theory to Practice

Keywords

About this book

This book constitutes the thoroughly refereed proceedings of the 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, held in Graz, Austria, in July 2019.

The 41 full papers and 32 short papers presented were carefully reviewed and selected from 151 submissions. The IEA/AIE 2019 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include engineering, science, industry, automation and robotics, business and finance, medicine and biomedicine, bioinformatics, cyberspace, and human-machine interactions. IEA/AIE 2019 will have a special focus on automated driving and autonomous systems and also contributions dealing with such systems or their verification and validation as well. 

Editors and Affiliations

  • Institute for Software Technology, Graz University of Technology, Graz, Austria

    Franz Wotawa, Ingo Pill, Roxane Koitz-Hristov

  • Department of Applied Informatics, University of Klagenfurt, Klagenfurt, Austria

    Gerhard Friedrich

  • Department of Computer Science, Texas State University, San Marcos, USA

    Moonis Ali

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation