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Advances in Intelligent Data Analysis XVI

16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Niall Adams

    1. Imperial College London, London, United Kingdom

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  2. Allan Tucker

    1. Brunel University London, Uxbridge, United Kingdom

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    You can also search for this editor in PubMed   Google Scholar

  3. David Weston

    1. Birkbeck, University of London, London, United Kingdom

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10584)

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 2017.

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Table of contents (28 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. Improving Chairlift Security with Deep Learning

    • Kevin Bascol, Rémi Emonet, Elisa Fromont, Raluca Debusschere
    Pages 1-13

  3. Discovering Motifs with Variants in Music Databases

    • Riyadh Benammar, Christine Largeron, Véronique Eglin, Myléne Pardoen
    Pages 14-26

  4. Biclustering Multivariate Time Series

    • Ricardo Cachucho, Siegfried Nijssen, Arno Knobbe
    Pages 27-39

  5. Visualization of Topic-Sentiment Dynamics in Crowdfunding Projects

    • Rafael A. F. do Carmo, Soong Moon Kang, Ricardo Silva
    Pages 40-51

  6. Regression Tree for Bandits Models in A/B Testing

    • Emmanuelle Claeys, Pierre Gançarski, Myriam Maumy-Bertrand, Hubert Wassner
    Pages 52-62

  7. Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases

    • Fabon Dzogang, James Goulding, Stafford Lightman, Nello Cristianini
    Pages 63-74

  8. Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features

    • Khalid Eltayef, Yongmin Li, Bashir I. Dodo, Xiaohui Liu
    Pages 75-86

  9. Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening

    • Alexander Fillbrunn, Leonard Wörteler, Michael Grossniklaus, Michael R. Berthold
    Pages 87-98

  10. Interactive Pattern Sampling for Characterizing Unlabeled Data

    • Arnaud Giacometti, Arnaud Soulet
    Pages 99-111

  11. Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories

    • Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
    Pages 112-124

  12. Natural Language Analysis of Online Health Forums

    • Abul Hasan, Mark Levene, David J. Weston
    Pages 125-137

  13. Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes

    • Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini
    Pages 138-148

  14. KAPMiner: Mining Ordered Association Rules with Constraints

    • Isak Karlsson, Panagiotis Papapetrou, Lars Asker
    Pages 149-161

  15. A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics

    • Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn
    Pages 162-172

  16. ABIDE: Querying Time-Evolving Sequences of Temporal Intervals

    • Orestis Kostakis, Panagiotis Papapetrou
    Pages 173-185

  17. The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950

    • Thomas Lansdall-Welfare, Saatviga Sudhahar, James Thompson, Nello Cristianini
    Pages 186-197

  18. Learning DTW-Preserving Shapelets

    • Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg
    Pages 198-209

  19. Droplet Ensemble Learning on Drifting Data Streams

    • Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki
    Pages 210-222

  20. Predictive Clustering Trees for Hierarchical Multi-Target Regression

    • Vanja Mileski, Sašo Džeroski, Dragi Kocev
    Pages 223-234
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Other volumes

  1. Advances in Intelligent Data Analysis XVI

Keywords

About this book

This book constitutes the conference proceedings of the 16th International Symposium on Intelligent Data Analysis, which was held in October 2017 in London, UK.



The 28 full papers presented in this book were carefully reviewed and selected from 66 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. IDA solicits papers on all aspects of intelligent data analysis, including papers on intelligent support for modelling and analyzing data from complex, dynamical systems.

Editors and Affiliations

  • Imperial College London, London, United Kingdom

    Niall Adams

  • Brunel University London, Uxbridge, United Kingdom

    Allan Tucker

  • Birkbeck, University of London, London, United Kingdom

    David Weston

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