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Advances in Knowledge Discovery and Data Mining

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Cover of 'Advances in Knowledge Discovery and Data Mining'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 KDD for BSN – Towards the Future of Pervasive Sensing
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    Chapter 2 Finding Hidden Structures in Relational Databases
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    Chapter 3 The Future of Search: An Online Content Perspective
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    Chapter 4 DTU: A Decision Tree for Uncertain Data
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    Chapter 5 Efficient Privacy-Preserving Link Discovery
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    Chapter 6 On Link Privacy in Randomizing Social Networks
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    Chapter 7 Sentence-Level Novelty Detection in English and Malay
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    Chapter 8 Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words
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    Chapter 9 Cool Blog Classification from Positive and Unlabeled Examples
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    Chapter 10 Thai Word Segmentation with Hidden Markov Model and Decision Tree
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    Chapter 11 An Efficient Method for Generating, Storing and Matching Features for Text Mining
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    Chapter 12 Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification
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    Chapter 13 Regularized Local Reconstruction for Clustering
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    Chapter 14 Clustering with Lower Bound on Similarity
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    Chapter 15 Approximate Spectral Clustering
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    Chapter 16 An Integration of Fuzzy Association Rules and WordNet for Document Clustering
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    Chapter 17 Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm
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    Chapter 18 A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences
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    Chapter 19 A Statistical Approach for Binary Vectors Modeling and Clustering
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    Chapter 20 Multi-resolution Boosting for Classification and Regression Problems
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    Chapter 21 Interval Data Classification under Partial Information: A Chance-Constraint Approach
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    Chapter 22 Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules
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    Chapter 23 The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree
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    Chapter 24 Discovering Periodic-Frequent Patterns in Transactional Databases
  26. Altmetric Badge
    Chapter 25 Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation
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    Chapter 26 Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies
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    Chapter 27 Detecting Abnormal Events via Hierarchical Dirichlet Processes
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    Chapter 28 Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy
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    Chapter 29 A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification
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    Chapter 30 Analysis of Variational Bayesian Matrix Factorization
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    Chapter 31 Variational Bayesian Approach for Long-Term Relevance Feedback
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    Chapter 32 Detecting Link Hijacking by Web Spammers
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    Chapter 33 A Data Driven Ensemble Classifier for Credit Scoring Analysis
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    Chapter 34 A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams
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    Chapter 35 Parameter Estimation in Semi-Random Decision Tree Ensembling on Streaming Data
  37. Altmetric Badge
    Chapter 36 Exploiting the Block Structure of Link Graph for Efficient Similarity Computation
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    Chapter 37 Online Feature Selection Algorithm with Bayesian ℓ 1 Regularization
  39. Altmetric Badge
    Chapter 38 Feature Selection for Local Learning Based Clustering
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    Chapter 39 RV-SVM: An Efficient Method for Learning Ranking SVM
  41. Altmetric Badge
    Chapter 40 A Kernel Framework for Protein Residue Annotation
  42. Altmetric Badge
    Chapter 41 Dynamic Exponential Family Matrix Factorization
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    Chapter 42 A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization
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    Chapter 43 Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem
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    Chapter 44 Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?
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    Chapter 45 Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem
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    Chapter 46 UCI++: Improved Support for Algorithm Selection Using Datasetoids
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    Chapter 47 Accurate Synthetic Generation of Realistic Personal Information
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    Chapter 48 An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining
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    Chapter 49 Information Extraction from Thai Text with Unknown Phrase Boundaries
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    Chapter 50 A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques
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    Chapter 51 A Hybrid Approach to Improve Bilingual Multiword Expression Extraction
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    Chapter 52 Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences
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    Chapter 53 Scalable Web Mining with Newistic
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    Chapter 54 Building a Text Classifier by a Keyword and Unlabeled Documents
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    Chapter 55 A Discriminative Approach to Topic-Based Citation Recommendation
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    Chapter 56 Romanization of Thai Proper Names Based on Popularity of Usages
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    Chapter 57 Budget Semi-supervised Learning
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    Chapter 58 When does Co-training Work in Real Data?
  60. Altmetric Badge
    Chapter 59 Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural Network
  61. Altmetric Badge
    Chapter 60 Sparse Kernel Learning and the Relevance Units Machine
  62. Altmetric Badge
    Chapter 61 Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces
  63. Altmetric Badge
    Chapter 62 Clustering Documents Using a Wikipedia-Based Concept Representation
  64. Altmetric Badge
    Chapter 63 An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning
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    Chapter 64 Computing Substitution Matrices for Genomic Comparative Analysis
  66. Altmetric Badge
    Chapter 65 Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data
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    Chapter 66 Aggregated Subset Mining
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    Chapter 67 Hot Item Detection in Uncertain Data
  69. Altmetric Badge
    Chapter 68 Spanning Tree Based Attribute Clustering
  70. Altmetric Badge
    Chapter 69 The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction
  71. Altmetric Badge
    Chapter 70 Transfer Learning Action Models by Measuring the Similarity of Different Domains
  72. Altmetric Badge
    Chapter 71 On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity
  73. Altmetric Badge
    Chapter 72 Discovering Action Rules That Are Highly Achievable from Massive Data
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    Chapter 73 Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFM
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    Chapter 74 Trace Mining from Distributed Assembly Databases for Causal Analysis
  76. Altmetric Badge
    Chapter 75 Let’s Tango – Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis
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    Chapter 76 An Efficient Candidate Pruning Technique for High Utility Pattern Mining
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    Chapter 77 Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior
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    Chapter 78 CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log
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    Chapter 79 X-Tracking the Changes of Web Navigation Patterns
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    Chapter 80 Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models
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    Chapter 81 Emotion Recognition of Pop Music Based on Maximum Entropy with Priors
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    Chapter 82 Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method
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    Chapter 83 Towards a Novel Association Measure via Web Search Results Mining
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    Chapter 84 A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
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    Chapter 85 Mining Outliers with Faster Cutoff Update and Space Utilization
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    Chapter 86 Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data
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    Chapter 87 K-Dominant Skyline Computation by Using Sort-Filtering Method
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    Chapter 88 Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation
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    Chapter 89 COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System
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    Chapter 90 Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval
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    Chapter 91 Item Preference Parameters from Grouped Ranking Observations
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    Chapter 92 Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation
  94. Altmetric Badge
    Chapter 93 Data Mining for Intrusion Detection: From Outliers to True Intrusions
  95. Altmetric Badge
    Chapter 94 A Multi-resolution Approach for Atypical Behaviour Mining
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    Chapter 95 Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions
  97. Altmetric Badge
    Chapter 96 Centroid Neural Network with Spatial Constraints
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    Chapter 97 Diversity in Combinations of Heterogeneous Classifiers
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    Chapter 98 Growth Analysis of Neighbor Network for Evaluation of Damage Progress
  100. Altmetric Badge
    Chapter 99 A Parallel Algorithm for Finding Related Pages in the Web by Using Segmented Link Structures
  101. Altmetric Badge
    Chapter 100 Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study
  102. Altmetric Badge
    Chapter 101 Similarity-Based Feature Selection for Learning from Examples with Continuous Values
  103. Altmetric Badge
    Chapter 102 Application-Independent Feature Construction from Noisy Samples
  104. Altmetric Badge
    Chapter 103 Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets
  105. Altmetric Badge
    Chapter 104 Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance
  106. Altmetric Badge
    Chapter 105 A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data
  107. Altmetric Badge
    Chapter 106 Clustering Data Streams in Optimization and Geography Domains
  108. Altmetric Badge
    Chapter 107 CBDT: A Concept Based Approach to Data Stream Mining
  109. Altmetric Badge
    Chapter 108 Meaningful Subsequence Matching under Time Warping Distance for Data Stream
  110. Altmetric Badge
    Chapter 109 Advances in Knowledge Discovery and Data Mining
  111. Altmetric Badge
    Chapter 110 On Pairwise Kernels: An Efficient Alternative and Generalization Analysis
  112. Altmetric Badge
    Chapter 111 A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs
  113. Altmetric Badge
    Chapter 112 An Online Incremental Learning Vector Quantization
  114. Altmetric Badge
    Chapter 113 On Mining Rating Dependencies in Online Collaborative Rating Networks
  115. Altmetric Badge
    Chapter 114 Learning to Extract Relations for Relational Classification
Overall attention for this book and its chapters
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (90th percentile)
  • High Attention Score compared to outputs of the same age and source (95th percentile)

Mentioned by

patent
3 patents
wikipedia
8 Wikipedia pages

Citations

dimensions_citation
14 Dimensions

Readers on

mendeley
5 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Advances in Knowledge Discovery and Data Mining
Published by
ADS, April 2009
DOI 10.1007/978-3-642-01307-2
ISBNs
978-3-64-201306-5, 978-3-64-201307-2
Editors

Thanaruk Theeramunkong, Boonserm Kijsirikul, Nick Cercone, Tu-Bao Ho

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 20%
Professor > Associate Professor 1 20%
Student > Bachelor 1 20%
Unknown 2 40%
Readers by discipline Count As %
Computer Science 2 40%
Engineering 1 20%
Unknown 2 40%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 12. 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 07 July 2023.
All research outputs
#2,486,146
of 22,985,065 outputs
Outputs from ADS
#1,554
of 37,423 outputs
Outputs of similar age
#8,074
of 93,647 outputs
Outputs of similar age from ADS
#14
of 334 outputs
Altmetric has tracked 22,985,065 research outputs across all sources so far. Compared to these this one has done well and is in the 88th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 37,423 research outputs from this source. They receive a mean Attention Score of 4.6. This one has done particularly well, scoring higher than 95% of its peers.
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 93,647 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 90% of its contemporaries.
We're also able to compare this research output to 334 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 95% of its contemporaries.