Advances in Intelligent Data Analysis IX

9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings

  • Paul R. Cohen
  • Niall M. Adams
  • Michael R. Berthold
Conference proceedings IDA 2010

DOI: 10.1007/978-3-642-13062-5

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6065)

Table of contents (23 papers)

  1. Front Matter
  2. Changing the Focus of the IDA Symposium

    1. Changing the Focus of the IDA Symposium
      Niall M. Adams, Paul R. Cohen, Michael R. Berthold
      Pages 1-5
  3. Invited Papers

    1. Graph Identification
      Lise Getoor
      Pages 6-7
    2. Intelligent Data Analysis of Intelligent Systems
      David C. Krakauer, Jessica C. Flack, Simon Dedeo, Doyne Farmer, Daniel Rockmore
      Pages 8-17
  4. Selected Contributions

    1. Measurement and Dynamical Analysis of Computer Performance Data
      Zachary Alexander, Todd Mytkowicz, Amer Diwan, Elizabeth Bradley
      Pages 18-29
    2. Recursive Sequence Mining to Discover Named Entity Relations
      Peggy Cellier, Thierry Charnois, Marc Plantevit, Bruno Crémilleux
      Pages 30-41
    3. Detecting Leukaemia (AML) Blood Cells Using Cellular Automata and Heuristic Search
      Waidah Ismail, Rosline Hassan, Stephen Swift
      Pages 54-66
    4. Oracle Coached Decision Trees and Lists
      Ulf Johansson, Cecilia Sönströd, Tuve Löfström
      Pages 67-78
    5. Statistical Modelling for Data from Experiments with Short Hairpin RNAs
      Frank Klawonn, Torsten Wüstefeld, Lars Zender
      Pages 79-90
    6. InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance
      Arno Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma et al.
      Pages 91-102
    7. Deterministic Finite Automata in the Detection of EEG Spikes and Seizures
      Rory A. Lewis, Doron Shmueli, Andrew M. White
      Pages 103-113
    8. Bipartite Graphs for Monitoring Clusters Transitions
      Márcia Oliveira, João Gama
      Pages 114-124
    9. Data Mining for Modeling Chiller Systems in Data Centers
      Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
      Pages 125-136
    10. Image Approach towards Document Mining in Neuroscientific Publications
      Jayaprakash Rajasekharan, Ulrike Scharfenberger, Nicolau Gonçalves, Ricardo Vigário
      Pages 147-158
    11. Similarity Kernels for Nearest Neighbor-Based Outlier Detection
      Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, Boris Mederos
      Pages 159-170
    12. End-to-End Support for Dating Paleolandforms
      Laura Rassbach, Ken Anderson, Liz Bradley, Chris Zweck, Marek Zreda
      Pages 171-183
    13. Selecting the Links in BisoNets Generated from Document Collections
      Marc Segond, Christian Borgelt
      Pages 196-207

About these proceedings

Keywords

cellular automata data analysis data mining decision trees document mining graph identification graph theory human-robot interaction intelligent systems network simplification neural networks robot

Editors and affiliations

  • Paul R. Cohen
    • 1
  • Niall M. Adams
    • 2
  • Michael R. Berthold
    • 3
  1. 1.Department of Computer ScienceUniversity of ArizonaTucsonUSA
  2. 2.Department of MathematicsImperial College LondonLondonUK
  3. 3.Department of Computer and Information ScienceUniversity of KonstanzKonstanzGermany

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-13061-8
  • Online ISBN 978-3-642-13062-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349