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Intelligent Systems Design and Applications

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

  • Conference proceedings
  • © 2017

Overview

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)

Included in the following conference series:

Conference proceedings info: ISDA 2016.

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Table of contents (105 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter 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

  11. Investigating the Effect of Combining Text Clustering with Classification on Improving Spam Email Detection

    • Doaa Hassan
    Pages 99-107

  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

  14. Diversification Strategies in Differential Evolution Algorithm to Solve the Protein Structure Prediction Problem

    • Pedro Henrique Narloch, Rafael Stubs Parpinelli
    Pages 125-134

  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

  18. Robust and Reliable Bionic Optimization of Nonlinear Control Problems

    • Lukas Haas, Rolf Steinbuch
    Pages 165-174

  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

Keywords

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. 

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

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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