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Advances on Data Mining: Applications and Theoretical Aspects

11th Industrial Conference, ICDM 2011, New York, NY, USA, August 30 – September 3, 2011, Proceedings

  • Conference proceedings
  • © 2011

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Overview

Editors:
  1. Petra Perner

    1. Intitute of Computer Vision and Applied Computer Sciences, IBaI, Leipzig, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6870)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ICDM 2011.

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About this book

This book constitutes the refereed proceedings of the 11th Industrial Conference on Data Mining, ICDM 2011, held in New York, USA in September 2011. The 22 revised full papers presented were carefully reviewed and selected from 100 submissions. The papers are organized in topical sections on data mining in medicine and agriculture, data mining in marketing, data mining for Industrial processes and in telecommunication, Multimedia Data Mining, theoretical aspects of data mining, Data Warehousing, WebMining and Information Mining.

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Table of contents (24 papers)

  1. Front Matter

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  3. Data Mining in Medicine

    1. Application of a Unified Medical Data Miner (UMDM) for Prediction, Classification, Interpretation and Visualization on Medical Datasets: The Diabetes Dataset Case

      • Nawaz Mohamudally, Dost Muhammad Khan
      Pages 78-95
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    2. Melanoma Diagnosis and Classification Web Center System: The Non-invasive Diagnosis Support Subsystem

      • Wiesław Paja, Mariusz Wrzesień
      Pages 96-105
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    3. Characterizing Cell Types through Differentially Expressed Gene Clusters Using a Model-Based Approach

      • Juliane Perner, Elena Zotenko
      Pages 106-120
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    4. Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles

      • Jerzy Gomuła, Wiesław Paja, Krzysztof Pancerz, Teresa Mroczek, Mariusz Wrzesień
      Pages 121-133
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  7. Data Warehousing

    1. Graph-Based Data Warehousing Using the Core-Facets Model

      • Dung N. Lam, Alexander Y. Liu, Cheryl E. Martin
      Pages 240-254
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Other volumes

  1. Advances in Data Mining. Applications and Theoretical Aspects

Editors and Affiliations

  • Intitute of Computer Vision and Applied Computer Sciences, IBaI, Leipzig, Germany

    Petra Perner

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