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Advanced Data Mining and Applications

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Cover of 'Advanced Data Mining and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Incremental Learning by Heterogeneous Bagging Ensemble
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    Chapter 2 CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform
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    Chapter 3 A General Multi-relational Classification Approach Using Feature Generation and Selection
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    Chapter 4 A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines
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    Chapter 5 A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets
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    Chapter 6 Change a Sequence into a Fuzzy Number
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    Chapter 7 Multiple Kernel Learning Improved by MMD
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    Chapter 8 A Refinement Approach to Handling Model Misfit in Semi-supervised Learning
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    Chapter 9 Soft Set Approach for Selecting Decision Attribute in Data Clustering
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    Chapter 10 Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study
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    Chapter 11 Adapt the mRMR Criterion for Unsupervised Feature Selection
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    Chapter 12 Evaluating the Distance between Two Uncertain Categorical Objects
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    Chapter 13 Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks
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    Chapter 14 Spatial Filter Selection with LASSO for EEG Classification
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    Chapter 15 Boolean Algebra and Compression Technique for Association Rule Mining
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    Chapter 16 Cluster Based Symbolic Representation and Feature Selection for Text Classification
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    Chapter 17 SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity
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    Chapter 18 Logistic Regression for Transductive Transfer Learning from Multiple Sources
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    Chapter 19 Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes
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    Chapter 20 Tag Recommendation Based on Bayesian Principle
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    Chapter 21 Comparison of Different Methods to Fuse Theos Images
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    Chapter 22 Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction
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    Chapter 23 Time-Constrained Test Selection for Regression Testing
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    Chapter 24 Chinese New Word Detection from Query Logs
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    Chapter 25 Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization
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    Chapter 26 Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation
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    Chapter 27 Applying Multi-objective Evolutionary Algorithms to QoS-Aware Web Service Composition
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    Chapter 28 Real-Time Hand Detection and Tracking Using LBP Features
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    Chapter 29 Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis
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    Chapter 30 A New Statistical Approach to DNS Traffic Anomaly Detection
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    Chapter 31 Managing Power Conservation in Wireless Networks
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    Chapter 32 Using PCA to Predict Customer Churn in Telecommunication Dataset
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    Chapter 33 Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction
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    Chapter 34 Personalized Tag Recommendation Based on User Preference and Content
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    Chapter 35 Predicting Defect Priority Based on Neural Networks
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    Chapter 36 Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering
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    Chapter 37 Hybrid Semantic Analysis System – ATIS Data Evaluation
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    Chapter 38 Click Prediction for Product Search on C2C Web Sites
  40. Altmetric Badge
    Chapter 39 Finding Potential Research Collaborators in Four Degrees of Separation
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    Chapter 40 Predicting Product Duration for Adaptive Advertisement
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    Chapter 41 An Algorithm for Available Bandwidth Estimation of IPv6 Network
  43. Altmetric Badge
    Chapter 42 A Structure-Based XML Storage Method in YAFFS File System
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    Chapter 43 A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections
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    Chapter 44 NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment
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    Chapter 45 Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks
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    Chapter 46 Generating Tags for Service Reviews
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    Chapter 47 Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique
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    Chapter 48 Factor Analysis of E-business in Skill-Based Strategic Collaboration
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    Chapter 49 Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System
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    Chapter 50 Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs
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    Chapter 51 Application of Decision-Tree Based on Prediction Model for Project Management
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    Chapter 52 Management Policies Analysis for Multi-core Shared Caches
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    Chapter 53 Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method
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    Chapter 54 The Research on the User Experience of E-Commercial Website Based on User Subdivision
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    Chapter 55 An Ontology-Based Framework Model for Trustworthy Software Evolution
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    Chapter 56 Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval
  58. Altmetric Badge
    Chapter 57 A Distributed Node Clustering Mechanism in P2P Networks
  59. Altmetric Badge
    Chapter 58 Exploratory Factor Analysis Approach for Understanding Consumer Behavior toward Using Chongqing City Card
Overall attention for this book and its chapters
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Mentioned by

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2 X users

Citations

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Readers on

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Title
Advanced Data Mining and Applications
Published by
ADS, November 2010
DOI 10.1007/978-3-642-17313-4
ISBNs
978-3-64-217312-7, 978-3-64-217313-4
Editors

Cao, Longbing, Feng, Yong, Zhong, Jiang

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 9 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 9 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 44%
Librarian 1 11%
Student > Bachelor 1 11%
Unknown 3 33%
Readers by discipline Count As %
Computer Science 6 67%
Unknown 3 33%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 25 January 2012.
All research outputs
#13,886,942
of 23,016,919 outputs
Outputs from ADS
#27,247
of 37,443 outputs
Outputs of similar age
#78,006
of 101,027 outputs
Outputs of similar age from ADS
#274
of 340 outputs
Altmetric has tracked 23,016,919 research outputs across all sources so far. This one is in the 38th percentile – i.e., 38% of other outputs scored the same or lower than it.
So far Altmetric has tracked 37,443 research outputs from this source. They receive a mean Attention Score of 4.6. This one is in the 26th percentile – i.e., 26% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 101,027 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 22nd percentile – i.e., 22% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 340 others from the same source and published within six weeks on either side of this one. This one is in the 18th percentile – i.e., 18% of its contemporaries scored the same or lower than it.