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  • Conference proceedings
  • © 2017

Intelligent Systems Design and Applications

16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016

Editors:

  1. Ana Maria Madureira

    1. Departamento de Engenharia Informática, Instituto Superior de Engenharia do Port, Porto, Portugal

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  2. Ajith Abraham

    1. Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs, Auburn, USA

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  3. Dorabela Gamboa

    1. Polytechnic Institute of Porto, Felgueiras, Portugal

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  4. Paulo Novais

    1. Campus of Gualtar, University of Minho, Braga, Portugal

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  • Includes recent research on intelligent systems design and applications
  • Presents the proceedings of the 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016)
  • Written by leading experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 557)

Conference series link(s): ISDA: International Conference on Intelligent Systems Design and Applications

Conference proceedings info: ISDA 2016.

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Table of contents (105 papers)

  1. Front Matter

    Pages i-xxi
    PDF

  2. An Innovative Approach to Manage Heterogeneous Information Using Relational Database Systems

    • Cosmin Sabo, Petrică C. Pop, Honoriu Vălean, Daniela Dănciulescu
    Pages 1-10

  3. Reliable Attribute Selection Based on Random Forest (RASER)

    • Aboudi Noura, Hechmi Shili, Lotfi Ben Romdhane
    Pages 11-24

  4. Estimating the Number of Clusters as a Pre-processing Step to Unsupervised Learning

    • Paulo Rogerio Nietto, Maria do Carmo Nicoletti
    Pages 25-34

  5. Agglomerative and Divisive Approaches to Unsupervised Learning in Gestalt Clusters

    • Rodrigo C. Camargos, Paulo R. Nietto, Maria do Carmo Nicoletti
    Pages 35-44

  6. Improving Imputation Accuracy in Ordinal Data Using Classification

    • Shafiq Alam, Gillian Dobbie, XiaoBin Sun
    Pages 45-56

  7. GA-PSO-FASTSLAM: A Hybrid Optimization Approach in Improving FastSLAM Performance

    • Alif Ridzuan Khairuddin, Mohamad Shukor Talib, Habibollah Haron, Muhamad Yazid Che Abdullah
    Pages 57-66

  8. Three Case Studies Using Agglomerative Clustering

    • Rodrigo C. Camargos, Maria do Carmo Nicoletti
    Pages 67-76

  9. Historic Document Image De-noising Using Principal Component Analysis (PCA) and Local Pixel Grouping (LPG)

    • Han-Yang Tang, Azah Kamilah Muda, Yun-Huoy Choo, Noor Azilah Muda, Mohd Sanusi Azmi
    Pages 77-87

  10. A Robust and Optimally Pruned Extreme Learning Machine

    • Ananda L. Freire, Ajalmar R. Rocha Neto
    Pages 88-98

  12. Radial Basis Function Neural Networks for Datasets with Missing Values

    • Diego P. Paiva Mesquita, João Paulo P. Gomes
    Pages 108-115

  13. Evaluation Method for an Adaptive Web Interface: GOMS Model

    • Rebai Rim, Maalej Mohamed Amin, Mahfoudhi Adel, Abid Mohamed
    Pages 116-124

  15. Using Cluster Barycenters for the Generalized Traveling Salesman Problem

    • Mehdi El Krari, Belaïd Ahiod, Bouazza El Benani
    Pages 135-143

  16. On Pollution Attacks in Fully Connected P2P Networks Using Trusted Peers

    • Cristóbal Medina-López, Ilshat Shakirov, L. G. Casado, Vicente González-Ruiz
    Pages 144-153

  17. Certification Under Uncertainties of Control Methods for Multisource Elevators

    • Chloé Desdouits, Mazen Alamir, Rodolphe Giroudeau, Claude Le Pape
    Pages 154-164

  19. Human Detection Using Biological Signals in Camera Images with Privacy Aware

    • Toshihiro Kitajima, Edwardo Arata Y. Murakami, Shunsuke Yoshimoto, Yoshihiro Kuroda, Osamu Oshiro
    Pages 175-186

  20. Nuclei Malignancy Analysis Based on an Adaptive Bottom-Hat Filter

    • Tiia Ikonen, Keijo Haataja, Pekka Toivanen, Teemu Tolonen, Jorma Isola
    Pages 187-196
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Other Volumes

  1. Intelligent Systems Design and Applications

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About this book

This book comprises selected papers from the 16th International Conference on Intelligent Systems Design and Applications (ISDA’16), which was held in Porto, Portugal from December 1 to16, 2016. ISDA 2016 was jointly organized by the Portugual-based Instituto Superior de Engenharia do Porto and the US-based Machine Intelligence Research Labs (MIR Labs) to serve as a forum for the dissemination of state-of-the-art research and development of intelligent systems, intelligent technologies, and applications. The papers included address a wide variety of themes ranging from theories to applications of intelligent systems and computational intelligence area and provide a valuable resource for students and researchers in academia and industry alike. 

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Keywords

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Editors and Affiliations

  • Departamento de Engenharia Informática, Instituto Superior de Engenharia do Port, Porto, Portugal

    Ana Maria Madureira

  • Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs, Auburn, USA

    Ajith Abraham

  • Polytechnic Institute of Porto, Felgueiras, Portugal

    Dorabela Gamboa

  • Campus of Gualtar, University of Minho, Braga, Portugal

    Paulo Novais

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Bibliographic Information

  • Book Title: Intelligent Systems Design and Applications

  • Book Subtitle: 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016

  • Editors: Ana Maria Madureira, Ajith Abraham, Dorabela Gamboa, Paulo Novais

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-53480-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-53479-4Published: 23 February 2017

  • eBook ISBN: 978-3-319-53480-0Published: 22 February 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXI, 1086

  • Number of Illustrations: 395 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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Buy it now

eBook USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 329.99
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

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