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Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng and Xue Li
Front matter
1
Confucius and “Its” Intelligent Disciples
2
From Machine Learning to Child Learning
3
Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection
4
Data Mining in Financial Markets
5-18
Cluster Analysis Based on the Central Tendency Deviation Principle
19-30
A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization
31-42
Automatically Identifying Tag Types
43-54
Social Knowledge-Driven Music Hit Prediction
55-66
Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators
67-78
Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions
79-90
Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets
91-103
A Neighborhood Search Method for Link-Based Tag Clustering
104-115
Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years
116-127
Mining Class Contrast Functions by Gene Expression Programming
128-139
McSOM: Minimal Coloring of Self-Organizing Map
140-151
Chinese Blog Clustering by Hidden Sentiment Factors
152-164
Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach
165-174
Collaborative Filtering Recommendation Algorithm Using Dynamic Similar Neighbor Probability
175-187
Calculating Similarity Efficiently in a Small World
188-199
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining
200-208
Feature Selection in Marketing Applications
209-221
Instance Selection by Border Sampling in Multi-class Domains
222-233
Virus Propagation and Immunization Strategies in Email Networks
234-245
Semi-supervised Discriminant Analysis Based on Dependence Estimation
246-252
Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction
253-264
Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation
265-276
Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs
277-287
Building a Text Classifier by a Keyword and Wikipedia Knowledge
288-301
Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis
302-313
GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases
314-325
Study on Ensemble Classification Methods towards Spam Filtering
326-337
Crawling Deep Web Using a New Set Covering Algorithm
338-349
A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification
350-361
A Potential-Based Node Selection Strategy for Influence Maximization in a Social Network
362-373
A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization
374-385
A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions
386-396
An Information-Theoretic Approach for Multi-task Learning
397-408
Online New Event Detection Based on IPLSA
409-416
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory
417-426
A Secure Protocol to Maintain Data Privacy in Data Mining
427-434
Transfer Learning with Data Edit
435-443
Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling
444-452
Mining User Position Log for Construction of Personalized Activity Map
453-460
A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge
461-468
Predicting Click Rates by Consistent Bipartite Spectral Graph Model
469-478
Automating Gene Expression Annotation for Mouse Embryo
479-486
Structure Correlation in Mobile Call Networks
487-495
Initialization of the Neighborhood EM Algorithm for Spatial Clustering
496-503
Classification Techniques for Talent Forecasting in Human Resource Management
504-511
A Combination Classification Algorithm Based on Outlier Detection and C4.5
512-519
A Local Density Approach for Unsupervised Feature Discretization
520-527
A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes
528-535
Mining Frequent Patterns from Network Data Flow
536-544
Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning
545-552
Crawling and Extracting Process Data from the Web
553-560
Asymmetric Feature Selection for BGP Abnormal Events Detection
561-568
Analysis and Experimentation of Grid-Based Data Mining with Dynamic Load Balancing
569-576
Incremental Document Clustering Based on Graph Model
577-586
Evaluating the Impact of Missing Data Imputation
587-594
Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease
595-602
Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine
603-610
A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation
611-618
VisNetMiner: An Integration Tool for Visualization and Analysis of Networks
619-626
Anomaly Detection Using Time Index Differences of Identical Symbols with and without Training Data
627-635
An Outlier Detection Algorithm Based on Arbitrary Shape Clustering
636-643
A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals
644-651
Semantic Based Text Classification of Patent Documents to a User-Defined Taxonomy
652-660
Mining Compressed Repetitive Gapped Sequential Patterns Efficiently
661-670
Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach
671-679
JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks
680-687
Similarity Evaluation of XML Documents Based on Weighted Element Tree Model
688-695
Quantitative Comparison of Similarity Measure and Entropy for Fuzzy Sets
696-703
Investigation of Damage Identification of 16Mn Steel Based on Artificial Neural Networks and Data Fusion Techniques in Tensile Test
704-712
OFFD: Optimal Flexible Frequency Discretization for Naïve Bayes Classification
713-720
Handling Class Imbalance Problems via Weighted BP Algorithm
721-728
Orthogonal Centroid Locally Linear Embedding for Classification
729-735
CCBitmaps: A Space-Time Efficient Index Structure for OLAP
736-744
Rewriting XPath Expressions Depending on Path Summary
745-754
Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents
755-762
Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data
763-771
Alleviating Cold-Start Problem by Using Implicit Feedback
772-779
Learning from Video Game: A Study of Video Game Play on Problem-Solving
780-787
Image Classification Approach Based on Manifold Learning in Web Image Mining
788-795
Social Influence and Role Analysis Based on Community Structure in Social Network
796-803
Feature Selection Method Combined Optimized Document Frequency with Improved RBF Network
Back matter
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