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Advances in Intelligent Data Analysis XIV

14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Elisa Fromont

    1. Université de Saint-Etienne, Saint-Etienne, France

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  2. Tijl De Bie

    1. Intelligent Systems Lab, University of Bristol Intelligent Systems Lab, Bristol, United Kingdom

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  3. Matthijs van Leeuwen

    1. Informatics Section, Katholieke Universiteit Leuven, Leuven, Belgium

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9385)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: IDA 2015.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XXIX
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  2. Data Analytics and Optimisation for Assessing a Ride Sharing System

    • Vincent Armant, John Horan, Nahid Mabub, Kenneth N. Brown
    Pages 1-12

  3. Constraint-Based Querying for Bayesian Network Exploration

    • Behrouz Babaki, Tias Guns, Siegfried Nijssen, Luc De Raedt
    Pages 13-24

  4. Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data

    • Georgios Balikas, Ioannis Partalas, Eric Gaussier, Rohit Babbar, Massih-Reza Amini
    Pages 25-36

  5. Segregation Discovery in a Social Network of Companies

    • Alessandro Baroni, Salvatore Ruggieri
    Pages 37-48

  6. A First-Order-Logic Based Model for Grounded Language Learning

    • Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet
    Pages 49-60

  7. A Parallel Distributed Processing Algorithm for Image Feature Extraction

    • Alexander Belousov, Joel Ratsaby
    Pages 61-71

  8. Modeling Concept Drift: A Probabilistic Graphical Model Based Approach

    • Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón et al.
    Pages 72-83

  9. Diversity-Driven Widening of Hierarchical Agglomerative Clustering

    • Alexander Fillbrunn, Michael R. Berthold
    Pages 84-94

  10. Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering

    • Fabian Gieseke, Tapio Pahikkala, Tom Heskes
    Pages 95-107

  11. Time Series Classification with Representation Ensembles

    • Rafael Giusti, Diego F. Silva, Gustavo E. A. P. A. Batista
    Pages 108-119

  12. Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study

    • Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
    Pages 120-131

  13. On Binary Reduction of Large-Scale Multiclass Classification Problems

    • Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Eric Gaussier
    Pages 132-144

  14. Probabilistic Active Learning in Datastreams

    • Daniel Kottke, Georg Krempl, Myra Spiliopoulou
    Pages 145-157

  15. Implicitly Constrained Semi-supervised Least Squares Classification

    • Jesse H. Krijthe, Marco Loog
    Pages 158-169

  16. Diagonal Co-clustering Algorithm for Document-Word Partitioning

    • Charlotte Laclau, Mohamed Nadif
    Pages 170-180

  17. I-Louvain: An Attributed Graph Clustering Method

    • David Combe, Christine Largeron, Mathias Géry, Előd Egyed-Zsigmond
    Pages 181-192

  18. Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection?

    • Leona Nezvalová, Luboš Popelínský, Luis Torgo, Karel Vaculík
    Pages 193-204

  19. Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels

    • Mohammad Nozari Zarmehri, Carlos Soares
    Pages 205-216

  20. Using Entropy as a Measure of Acceptance for Multi-label Classification

    • Laurence A. F. Park, Simeon Simoff
    Pages 217-228
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Other volumes

  1. Advances in Intelligent Data Analysis XIV

Keywords

About this book

This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 in Saint Étienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The symposium aims to provide a forum for inspiring research contributions that might be considered preliminary in other leading conferences and journals, but that have a potentially dramatic impact. To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature.

Editors and Affiliations

  • Université de Saint-Etienne, Saint-Etienne, France

    Elisa Fromont

  • Intelligent Systems Lab, University of Bristol Intelligent Systems Lab, Bristol, United Kingdom

    Tijl De Bie

  • Informatics Section, Katholieke Universiteit Leuven, Leuven, Belgium

    Matthijs van Leeuwen

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