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ORCID5th ADMA 2009: Beijing, China
- Ronghuai Huang
, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li:
Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings. Lecture Notes in Computer Science 5678, Springer 2009, ISBN 978-3-642-03347-6
Keynotes
- Edward Y. Chang:
Confucius and "Its" Intelligent Disciples. 1 - Charles Ling:
From Machine Learning to Child Learning. 2 - Daniel S. Yeung:
Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection. 3 - Longbing Cao:
Data Mining in Financial Markets. 4
Regular Papers
- Julien Ah-Pine:
Cluster Analysis Based on the Central Tendency Deviation Principle. 5-18 - Rayner Alfred:
A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. 19-30 - Kerstin Bischoff, Claudiu S. Firan, Cristina Kadar, Wolfgang Nejdl, Raluca Paiu:
Automatically Identifying Tag Types. 31-42 - Kerstin Bischoff, Claudiu S. Firan, Mihai Georgescu, Wolfgang Nejdl, Raluca Paiu:
Social Knowledge-Driven Music Hit Prediction. 43-54 - Hanen Brahmi, Tarek Hamrouni, Riadh Ben Messaoud, Sadok Ben Yahia:
Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators. 55-66 - Hanxiong Chen, Jianquan Liu, Kazutaka Furuse, Jeffrey Xu Yu, Nobuo Ohbo:
Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions. 67-78 - Anqi Cui, Hua Xu, Peifa Jia:
Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets. 79-90 - Jianwei Cui, Pei Li, Hongyan Liu, Jun He, Xiaoyong Du:
A Neighborhood Search Method for Link-Based Tag Clustering. 91-103 - Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin:
Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years. 104-115 - Lei Duan, Changjie Tang, Liang Tang, Tianqing Zhang, Jie Zuo:
Mining Class Contrast Functions by Gene Expression Programming. 116-127 - Haytham Elghazel, Khalid Benabdeslem, Hamamache Kheddouci:
McSOM: Minimal Coloring of Self-Organizing Map. 128-139 - Shi Feng, Daling Wang, Ge Yu, Chao Yang, Nan Yang:
Chinese Blog Clustering by Hidden Sentiment Factors. 140-151 - Yan Gao, Ming Yang, Alok N. Choudhary:
Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach. 152-164 - Chuangguang Huang, Jian Yin, Jing Wang, Li-Rong Zheng:
Collaborative Filtering Recommendation Algorithm Using Dynamic Similar Neighbor Probability. 165-174 - Xu Jia, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du:
Calculating Similarity Efficiently in a Small World. 175-187 - Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta:
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining. 188-199 - Stefan Lessmann, Stefan Voß:
Feature Selection in Marketing Applications. 200-208 - Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar:
Instance Selection by Border Sampling in Multi-class Domains. 209-221 - Jiming Liu, Chao Gao, Ning Zhong:
Virus Propagation and Immunization Strategies in Email Networks. 222-233 - Xiaoming Liu, Jinshan Tang, Jun Liu, Zhilin Feng, Zhaohui Wang:
Semi-supervised Discriminant Analysis Based on Dependence Estimation. 234-245 - Wei Lu, Zheng-an Yao:
Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction. 246-252 - Tomonari Masada, Tsuyoshi Hamada, Yuichiro Shibata, Kiyoshi Oguri:
Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation. 253-264 - Tomonobu Ozaki, Takenao Ohkawa:
Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs. 265-276 - Qiang Qiu, Yang Zhang, Junping Zhu, Wei Qu:
Building a Text Classifier by a Keyword and Wikipedia Knowledge. 277-287 - MingJie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan:
Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. 288-301 - Cheng-Fa Tsai, Chien-Sheng Chiu:
GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases. 302-313 - Jinlong Wang, Ke Gao, Yang Jiao, Gang Li:
Study on Ensemble Classification Methods towards Spam Filtering. 314-325 - Yan Wang, Jianguo Lu, Jessica Chen:
Crawling Deep Web Using a New Set Covering Algorithm. 326-337 - Yanbo J. Wang, Frans Coenen, Robert Sanderson:
A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification. 338-349 - Yitong Wang, Xiaojun Feng:
A Potential-Based Node Selection Strategy for Influence Maximization in a Social Network. 350-361 - Yu Wu, Yuanxiang Li, Xing Xu:
A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization. 362-373 - Hui Yang, Ajay Mysore, Sharonda Wallace:
A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions. 374-385 - Pei Yang, Qi Tan, Hao Xu, Yehua Ding:
An Information-Theoretic Approach for Multi-task Learning. 386-396 - Xiaoming Zhang, Zhoujun Li:
Online New Event Detection Based on IPLSA. 397-408
Short Papers
- Rayner Alfred:
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. 409-416 - Fodé Camara, Samba Ndiaye, Yahya Slimani:
A Secure Protocol to Maintain Data Privacy in Data Mining. 417-426 - Yong Cheng, Qingyong Li:
Transfer Learning with Data Edit. 427-434 - Ali Daud, Juanzi Li, Lizhu Zhou, Faqir Muhammad:
Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling. 435-443 - Hui Fang, Wen-Jing Hsu, Larry Rudolph:
Mining User Position Log for Construction of Personalized Activity Map. 444-452 - JuiHsi Fu, SingLing Lee:
A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge. 453-460 - Wensheng Guo, Guohe Li:
Predicting Click Rates by Consistent Bipartite Spectral Graph Model. 461-468 - Liangxiu Han, Jano I. van Hemert, Richard A. Baldock, Malcolm P. Atkinson:
Automating Gene Expression Annotation for Mouse Embryo. 469-478 - Deyong Hu, Bin Wu, Qi Ye, Bai Wang:
Structure Correlation in Mobile Call Networks. 479-486 - Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu:
Initialization of the Neighborhood EM Algorithm for Spatial Clustering. 487-495 - Hamidah Jantan, Abdul Razak Hamdan, Zulaiha Ali Othman:
Classification Techniques for Talent Forecasting in Human Resource Management. 496-503 - Shengyi Jiang, Wen Yu:
A Combination Classification Algorithm Based on Outlier Detection and C4.5. 504-511 - Shengyi Jiang, Wen Yu:
A Local Density Approach for Unsupervised Feature Discretization. 512-519 - Qiao Li, Wenjia Wang, Alexander J. MacGregor, George Smith:
A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes. 520-527 - Xin Li, Zhi-Hong Deng, Hao Ma, Shi-Wei Tang, Bei Zhang:
Mining Frequent Patterns from Network Data Flow. 528-535 - Zhiyong Lin, Zhifeng Hao, Xiaowei Yang, Xiaolan Liu:
Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning. 536-544 - Yaling Liu, Arvin Agah:
Crawling and Extracting Process Data from the Web. 545-552 - Yuhai Liu, Lin-Tao Ma, Ning Yang, Ying He:
Asymmetric Feature Selection for BGP Abnormal Events Detection. 553-560 - Yong Beom Ma, Tae-young Kim, Seung Hyeon Song, Jong Sik Lee:
Analysis and Experimentation of Grid-Based Data Mining with Dynamic Load Balancing. 561-568 - Tu-Anh Nguyen-Hoang, Kiem Hoang, Danh Bui Thi, Anh-Thy Nguyen:
Incremental Document Clustering Based on Graph Model. 569-576 - Adam Pantanowitz, Tshilidzi Marwala:
Evaluating the Impact of Missing Data Imputation. 577-586 - Minghao Piao, Jong Bum Lee, Khalid E. K. Saeed, Keun Ho Ryu:
Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease. 587-594 - Budi Santosa:
Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine. 595-602 - Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan:
A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. 603-610 - Chuan Shi, Dan Zhou, Bin Wu, Jian Liu:
VisNetMiner: An Integration Tool for Visualization and Analysis of Networks. 611-618 - Stefan Skludarek, Hirosuke Yamamoto:
Anomaly Detection Using Time Index Differences of Identical Symbols with and without Training Data. 619-626 - Xiaoke Su, Yang Lan, Renxia Wan, Yuming Qin:
An Outlier Detection Algorithm Based on Arbitrary Shape Clustering. 627-635 - Shiliang Sun, Jinbo Li:
A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals. 636-643 - Ashish Sureka, Pranav Prabhakar Mirajkar, Prasanna Nagesh Teli, Girish Agarwal, Sumit Kumar Bose:
Semantic Based Text Classification of Patent Documents to a User-Defined Taxonomy. 644-651 - Yongxin Tong, Zhao Li, Dan Yu, Shilong Ma, Zhiyuan Cheng, Ke Xu:
Mining Compressed Repetitive Gapped Sequential Patterns Efficiently. 652-660 - Mario Linares Vásquez, Fabio Augusto González Osorio, Diego Fernando Hernández Losada:
Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach. 661-670 - Li Wan, Jianxin Liao, Chun Wang, Xiaomin Zhu:
JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks. 671-679 - Chenying Wang, Xiaojie Yuan, Hua Ning, Xin Lian:
Similarity Evaluation of XML Documents Based on Weighted Element Tree Model. 680-687 - Hongmei Wang, Sanghyuk Lee, Jaehyung Kim:
Quantitative Comparison of Similarity Measure and Entropy for Fuzzy Sets. 688-695 - Hongwei Wang, Hongyun Luo, Zhiyuan Han, Qunpeng Zhong:
Investigation of Damage Identification of 16Mn Steel Based on Artificial Neural Networks and Data Fusion Techniques in Tensile Test. 696-703 - Song Wang, Fan Min, Zhihai Wang, Tianyu Cao:
OFFD: Optimal Flexible Frequency Discretization for Naïve Bayes Classification. 704-712 - Xiaoqin Wang, Huaxiang Zhang:
Handling Class Imbalance Problems via Weighted BP Algorithm. 713-720 - Yong Wang, Yonggang Hu, Yi Wu:
Orthogonal Centroid Locally Linear Embedding for Classification. 721-728 - Weiji Xiao, Jianqing Xi:
CCBitmaps: A Space-Time Efficient Index Structure for OLAP. 729-735 - Xiaoshuang Xu, Yucai Feng, Feng Wang, Yingbiao Zhou:
Rewriting XPath Expressions Depending on Path Summary. 736-744 - Chengzhi Zhang:
Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents. 745-754 - Feng Zhang, Gansen Zhao, Tingyan Xing:
Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data. 755-762 - Lei Zhang, Xiangwu Meng, Jun-Liang Chen, Si-Cheng Xiong, Kun Duan:
Alleviating Cold-Start Problem by Using Implicit Feedback. 763-771 - Xue-Min Zhang, Zijiao Shen, Xin Luo, Chunhui Su, Jiaqi Wang:
Learning from Video Game: A Study of Video Game Play on Problem-Solving. 772-779 - Rong Zhu, Min Yao, Yiming Liu:
Image Classification Approach Based on Manifold Learning in Web Image Mining. 780-787 - Tian Zhu, Bin Wu, Bai Wang:
Social Influence and Role Analysis Based on Community Structure in Social Network. 788-795 - Hao-Dong Zhu, Xiang-Hui Zhao, Yong Zhong:
Feature Selection Method Combined Optimized Document Frequency with Improved RBF Network. 796-803
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