Skip to main content
SpringerLink
Log in
Book cover

Advanced Data Mining and Applications

10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014, Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Xudong Luo

    1. Sun Yat-sen University, Guangzhou, P.R. China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Jeffrey Xu Yu

    1. The Chinese University of Hong Kong, Shatin, N.T., Hong Kong

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Zhi Li

    1. Guanxi Normal University, Guilin, P.R. 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 8933)

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

Included in the following conference series:

Conference proceedings info: ADMA 2014.

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

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (58 papers)

  1. Database

    1. Personalized Privacy Protection for Transactional Data

      • Li-e. Wang, Xianxian Li
      Pages 253-266

    2. A Hybrid Algorithm for Privacy Preserving Social Network Publication

      • Peng Liu, Lei Cui, Xianxian Li
      Pages 267-278

    3. Achieving Absolute Privacy Preservation in Continuous Query Road Network Services

      • Yankson Herbert Gustav, Xiao Wu, Yan Ren, Yong Wang, Fengli Zhang
      Pages 279-292

    4. A C-DBSCAN Algorithm for Determining Bus-Stop Locations Based on Taxi GPS Data

      • Wu Wang, Li Tao, Chao Gao, Binfeng Wang, Hui Yang, Zili Zhang
      Pages 293-304

    5. A Secure and Efficient Privacy-Preserving Attribute Matchmaking Protocol in Proximity-Based Mobile Social Networks

      • Solomon Sarpong, Chunxiang Xu
      Pages 305-318

  2. Dimensionality Reduction

    1. A New Filter Approach Based on Generalized Data Field

      • Long Zhao, Shuliang Wang, Yi Lin
      Pages 319-333

    2. A Stable Instance Based Filter for Feature Selection in Small Sample Size Data Sets

      • Afef Ben Brahim, Mohamed Limam
      Pages 334-344

    3. Multi-label Feature Selection via Information Gain

      • Ling Li, Huawen Liu, Zongjie Ma, Yuchang Mo, Zhengjie Duan, Jiaqing Zhou et al.
      Pages 345-355

    4. Efficient kNN Algorithm Based on Graph Sparse Reconstruction

      • Shichao Zhang, Ming Zong, Ke Sun, Yue Liu, Debo Cheng
      Pages 356-369

    5. On Dynamic Selection of Subspace for Random Forest

      • Md Nasim Adnan
      Pages 370-379

    6. Dimensionally Reduction: An Experimental Study

      • Xin Song, Zhihua Cai, Wei Xu
      Pages 380-393

  3. Advance Machine Learning Techniques

    1. Efficient Deep Learning Algorithm with Accelerating Inference Strategy

      • Junjie Wang, Xiaolong Zhang
      Pages 394-405

    2. Multi-angle Evaluations of Test Cases Based on Dynamic Analysis

      • Tao Hu, Tu Peng
      Pages 406-420

    3. An Interest-Based Clustering Method for Web Information Visualization

      • Shibli Saleheen, Wei Lai
      Pages 421-434

    4. A Serial Sample Selection Framework for Active Learning

      • Chengchao Li, Pengpeng Zhao, Jian Wu, Haihui Xu, Zhiming Cui
      Pages 435-446

    5. Map Matching for Taxi GPS Data with Extreme Learning Machine

      • Huiqin Li, Gang Wu
      Pages 447-460

    6. A Segment-Wise Method for Pseudo Periodic Time Series Prediction

      • Ning Yin, Shanshan Wang, Shenda Hong, Hongyan Li
      Pages 461-474

  4. Classification

    1. Constructing Decision Trees for Unstructured Data

      • Shucheng Gong, Hongyan Liu
      Pages 475-487

    2. Attack Type Prediction Using Hybrid Classifier

      • Sobia Shafiq, Wasi Haider Butt, Usman Qamar
      Pages 488-498

    3. kNN Algorithm with Data-Driven k Value

      • Debo Cheng, Shichao Zhang, Zhenyun Deng, Yonghua Zhu, Ming Zong
      Pages 499-512
Back to top

Other volumes

  1. Advanced Data Mining and Applications

Keywords

About this book

This book constitutes the proceedings of the 10th International Conference on Advanced Data Mining and Applications, ADMA 2014, held in Guilin, China during December 2014. The 48 regular papers and 10 workshop papers presented in this volume were carefully reviewed and selected from 90 submissions. They deal with the following topics: data mining, social network and social media, recommend systems, database, dimensionality reduction, advance machine learning techniques, classification, big data and applications, clustering methods, machine learning, and data mining and database.

Editors and Affiliations

  • Sun Yat-sen University, Guangzhou, P.R. China

    Xudong Luo

  • The Chinese University of Hong Kong, Shatin, N.T., Hong Kong

    Jeffrey Xu Yu

  • Guanxi Normal University, Guilin, P.R. China

    Zhi Li

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation