Skip to main content
SpringerLink
Log in
Book cover
  • Conference proceedings
  • © 2010

Advanced Data Mining and Applications

6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part I

Editors:

  1. Longbing Cao

    1. Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Yong Feng

    1. College of Computer Science, Chongqing University, Chongqing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Jiang Zhong

    1. College of Computer Science, Chongqing University , Chongqing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6440)

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

Conference series link(s): ADMA: International Conference on Advanced Data Mining and Applications

Conference proceedings info: ADMA 2010.

Sections

Buy it now

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (60 papers)

  1. Front Matter

    PDF

  2. Data Mining Foundations

    1. Cost Sensitive Classification in Data Mining

      • Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang
      Pages 1-11

    4. EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining

      • Russel Pears, Yun Sing Koh, Gillian Dobbie
      Pages 36-47

    5. Best Clustering Configuration Metrics: Towards Multiagent Based Clustering

      • Santhana Chaimontree, Katie Atkinson, Frans Coenen
      Pages 48-59

    6. On Probabilistic Models for Uncertain Sequential Pattern Mining

      • Muhammad Muzammal, Rajeev Raman
      Pages 60-72

    7. Cube Based Summaries of Large Association Rule Sets

      • Marie Ndiaye, Cheikh T. Diop, Arnaud Giacometti, Patrick Marcel, Arnaud Soulet
      Pages 73-85

    8. A Perceptron-Like Linear Supervised Algorithm for Text Classification

      • Anestis Gkanogiannis, Theodore Kalamboukis
      Pages 86-97

    9. Research on Time Series Forecasting Model Based on Moore Automata

      • Yixiong Chen, Zhongfu Wu, Zhiguo Li, Yixing Zhang
      Pages 98-105

    11. Nearest Neighbour Distance Matrix Classification

      • Mohd Shamrie Sainin, Rayner Alfred
      Pages 114-124

    12. Classification Inductive Rule Learning with Negated Features

      • Stephanie Chua, Frans Coenen, Grant Malcolm
      Pages 125-136

    13. Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces

      • Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
      Pages 137-148

    15. An Improved Rough Clustering Using Discernibility Based Initial Seed Computation

      • Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman
      Pages 161-168

    18. Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach

      • Azuraliza Abu Bakar, Almahdi Mohammed Ahmed, Abdul Razak Hamdan
      Pages 193-201

    19. MSDBSCAN: Multi-density Scale-Independent Clustering Algorithm Based on DBSCAN

      • Gholamreza Esfandani, Hassan Abolhassani
      Pages 202-213
Back to top

Other Volumes

  1. Advanced Data Mining and Applications

  2. Advanced Data Mining and Applications

Back to top

About this book

With the ever-growing power of generating, transmitting, and collecting huge amounts of data, information overloadis nowan imminent problemto mankind. The overwhelming demand for information processing is not just about a better understanding of data, but also a better usage of data in a timely fashion. Data mining, or knowledge discovery from databases, is proposed to gain insight into aspects ofdata and to help peoplemakeinformed,sensible,and better decisions. At present, growing attention has been paid to the study, development, and application of data mining. As a result there is an urgent need for sophisticated techniques and toolsthat can handle new ?elds of data mining, e. g. , spatialdata mining, biomedical data mining, and mining on high-speed and time-variant data streams. The knowledge of data mining should also be expanded to new applications. The 6th International Conference on Advanced Data Mining and Appli- tions(ADMA2010)aimedtobringtogethertheexpertsondataminingthrou- out the world. It provided a leading international forum for the dissemination of original research results in advanced data mining techniques, applications, al- rithms, software and systems, and di?erent applied disciplines. The conference attracted 361 online submissions from 34 di?erent countries and areas. All full papers were peer reviewed by at least three members of the Program Comm- tee composed of international experts in data mining ?elds. A total number of 118 papers were accepted for the conference. Amongst them, 63 papers were selected as regular papers and 55 papers were selected as short papers.
Back to top

Keywords

Back to top

Editors and Affiliations

  • Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia

    Longbing Cao

  • College of Computer Science, Chongqing University, Chongqing, China

    Yong Feng

  • College of Computer Science, Chongqing University , Chongqing, China

    Jiang Zhong

Back to top

Bibliographic Information

Back to top

Publish with us

Policies and ethics

Back to top
Access via your institution

Buy it now

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Search

Navigation