Skip to main content
SpringerLink
Log in

Research and Development in Intelligent Systems XXXII

Incorporating Applications and Innovations in Intelligent Systems XXIII

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Max Bramer

    1. School of Computing, University of Portsmouth, Portsmouth, United Kingdom

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Miltos Petridis

    1. School of Computing, Engineering and Mathematics, University of Brighton, Brighton, United Kingdom

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • This volume contains new, refereed papers presented at AI-2015, the Thirty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence
  • Presents new and innovative developments and applications, divided into technical and application streams
  • Provides essential reading for those who wish to keep up to date with developments in this important field
  • Includes supplementary material: sn.pub/extras

Included in the following conference series:

Conference proceedings info: SGAI 2015.

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 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
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 (34 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Research and Development in Intelligent Systems XXXII Best Technical Paper

    1. Front Matter

      Pages 1-3
      Download chapter PDF

    2. Sparse Covariance Matrix Adaptation Techniques for Evolution Strategies

      • Silja Meyer-Nieberg, Erik Kropat
      Pages 5-21

  3. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 23-23
      Download chapter PDF

    2. A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests

      • Khaled Fawgreh, Mohamed Medhat Gaber, Eyad Elyan
      Pages 25-41

    3. A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification

      • Esra’a Alshdaifat, Frans Coenen, Keith Dures
      Pages 43-57

    4. CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests

      • Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
      Pages 59-73

  4. Machine Learning and Knowledge Acquisition

    1. Front Matter

      Pages 75-75
      Download chapter PDF

    2. Fast Handwritten Digit Recognition with Multilayer Ensemble Extreme Learning Machine

      • Hossein Ghodrati Noushahr, Samad Ahmadi, Arlene Casey
      Pages 77-89

    3. Stylochronometry: Timeline Prediction in Stylometric Analysis

      • Carmen Klaussner, Carl Vogel
      Pages 91-106

    4. Semantic Analysis for Document Similarity and Search Queries

      • Charlene Cassar, Samad Ahmadi
      Pages 107-117

    5. Social Trust in a Familiar Community

      • Eseosa Oshodin, Francisco Chiclana, Samad Ahmadi
      Pages 119-132

  5. AI in Action

    1. Front Matter

      Pages 133-133
      Download chapter PDF

    2. Surface Reconstruction from Point Clouds Using a Novel Variational Model

      • Jinming Duan, Ben Haines, Wil O. C. Ward, Li Bai
      Pages 135-146

    3. 3D Spatial Reasoning Using the Clock Model

      • Joanna Isabelle Olszewska
      Pages 147-154

    4. Scheduling with Structured Preferences

      • Roberto Micalizio, Gianluca Torta
      Pages 155-168

    5. An Optimisation Algorithm Inspired by Dendritic Cells

      • N. M. Y. Lee, H. Y. K. Lau
      Pages 169-180

  6. Short Papers

    1. Front Matter

      Pages 181-181
      Download chapter PDF

    2. Graph-Based Multi-Document Summarization: An Initial Investigation

      • Asma Bader Al-Saleh, Mohamed El Bachir Menai
      Pages 183-189

    3. Towards Expressive Rule Induction on IP Network Event Streams

      • Chris Wrench, Frederic Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef Nauck
      Pages 191-196
Back to top

Other volumes

  1. Research and Development in Intelligent Systems XXXII

Keywords

About this book

The papers in this volume are the refereed papers presented at AI-2015, the Thirty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2015 in both the technical and the application streams.

They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Machine Learning and Knowledge Acquisition, and AI in Action, followed by application stream sections on Applications of Genetic Algorithms, Applications of Intelligent Agents and Evolutionary Techniques, and AI Applications. The volume also includes the text of short papers presented as posters at the conference.

This is the thirty-second volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-third volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.

 

Editors and Affiliations

  • School of Computing, University of Portsmouth, Portsmouth, United Kingdom

    Max Bramer

  • School of Computing, Engineering and Mathematics, University of Brighton, Brighton, United Kingdom

    Miltos Petridis

Bibliographic Information

  • Book Title: Research and Development in Intelligent Systems XXXII

  • Book Subtitle: Incorporating Applications and Innovations in Intelligent Systems XXIII

  • Editors: Max Bramer, Miltos Petridis

  • DOI: https://doi.org/10.1007/978-3-319-25032-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Softcover ISBN: 978-3-319-25030-4Published: 09 November 2015

  • eBook ISBN: 978-3-319-25032-8Published: 16 November 2015

  • Edition Number: 1

  • Number of Pages: XIV, 410

  • Number of Illustrations: 115 illustrations in colour

  • Topics: Artificial Intelligence, Data Mining and Knowledge Discovery

Publish with us

Policies and ethics

Back to top

Search

Navigation