5. FSKD 2008: Shandong, China

Statistical Foundations for Data Mining

• Wei Wang, Kunhui Lin, Changle Zhou:
  A Hybrid Statistical Language Model Applied to the Domain Specific Information Retrieval. 3-7
  
• Shuang Sun, Liang He, Zhao Lv, Junzhong Gu:
  A New Approach to Blog Post Summarization Using Fast Features. 8-13
  
• Rui Nian, Guangrong Ji, Michel Verleysen:
  An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis. 14-18
  
• Miao Wan, Song Liu, Jianyi Liu, Cong Wang:
  Automatic Technical Term Extraction Based on Term Association. 19-23
  
• Yarui Chen, Shizhong Liao:
  Coupling and Accuracy of Gaussian Mean Fields. 24-28
  
• Indre Zliobaite:
  Expected Classification Error of the Euclidean Linear Classifier under Sudden Concept Drift. 29-33
  
• Yanling Li, Guanzhong Dai, Gang Li:
  Feature Selection Method of Text Tendency Classification. 34-37
  
• Hao Yang, Junliang Chen, Ying Zhang, Xiangwu Meng:
  Optimized Query Terms Creation Based on Meta-Search and Clustering. 38-42
  
• Xin Xue, Guoping He, Chenglong Zhao:
  Proving to the Coincidence of the Solutions of the Modified Problem with the Original Problem of Multi-class Support Vector Machine. 43-47
  
• GuangHui Yan, LiSong Liu, LinNa Du, XiaXia Yang, ZhiCheng Ma:
  Unsupervised Sequential Forward Dimensionality Reduction Based on Fractal. 48-52
  

Machine Learning for Knowledge Discovery

• Shaohui Ma, Hao Zhang:
  A Dynamic CRM Model Based on POMDP. 55-59
  
• Linna Li, Bingru Yang, Faguo Zhou:
  A Framework for Object-Oriented Data Mining. 60-64
  
• Peng Li, Pei-Li Qiao, Yuan-Chao Liu:
  A Hybrid Re-sampling Method for SVM Learning from Imbalanced Data Sets. 65-69
  
• E. Xu, Shaocheng Tong, Yue-ling Jiang, Yun-fei Qiu, Fu-ming Sun, Gui-ying Wei:
  A Method Based on Rough Set for Decision Making. 70-74
  
• Dexian Zhang, Zhixiao Yang, Yanfeng Fan, Ziqiang Wang:
  A New Approach to Attribute Importance Ranking for Constructing Classification Rules Based on SVR. 75-80
  
• Xinwu Li:
  A New Color Conversion Algorithm for Digital Camera Based on Fourier Basis Functions. 81-85
  
• Min Fang:
  A Novel Multiple Classifiers Integration Algorithm with Pruning Function. 86-90
  
• Xiaolong Zhang, Xingchen Heng:
  A Retrieval Model Based on Bayesian Network for XML Documents. 91-95
  
• Xiangrong Tong, Wei Zhang:
  Agent Multi-issue Negotiation with Cases. 96-100
  
• Dong Li, Yang Wang, Weijian Ni, Yalou Huang, Maoqiang Xie:
  An Ensemble Approach to Learning to Rank. 101-105
  
• Hongbo Shi, Yali Lv:
  An Ensemble Classifier Based on Attribute Selection and Diversity Measure. 106-110
  
• Jin Luo, Hong Chen, Yi Tang:
  Analysis of Graph-Based Semi-supervised Regression. 111-115
  
• Boqiu Yuan, Yiming Zhou, Lin Li:
  Biased Parameter Estimation in LDA. 116-120
  
• Xiao-Dong Qian:
  Classification Algorithm of Neural Network Based on Axon Signal Theory. 121-126
  
• Liangyuan Li, Mei Chen, Hanhu Wang, Hui Li:
  CoSFuC: A Cost Sensitive Fuzzy Clustering Approach for Medical Prediction. 127-131
  
• Thach Huy Nguyen, Pornthep Rojanavasu, Ouen Pinngern:
  Cost-Xensitive XCS Classifier System Addressing Imbalance Problems. 132-136
  
• Weishi Chen, Huansheng Ning, Xia Mao, Baofa Wang:
  Data Mining Modeling for Electromagnetic Scattering Computing. 137-140
  
• Xiaopeng Yu, Xiaogao Yu:
  Distributed k-Nearest Neighbor Search Based on Angular Similarity. 141-145
  
• Yu Huang, Gongde Guo, Tianqiang Huang, Hong Chen:
  Dynamic Partial Coverage Based Feature Selection Method. 146-149
  
• Kui Fu, Guihua Nie, Huimin Wang:
  Finding Attributes from Candidates Using HowNet. 150-154
  
• Shijie Dai, Weiguo Ren, Fenglong Gu, He Huang, Shuying Chang:
  Implementation of Robot Visual Tracking System Based on Rough Set Theory. 155-160
  
• Dequan Zheng, Jing Wang, Tiejun Zhao:
  Japanese NER Post-Processing Based on Improved TBL Method. 161-165
  
• Chen Chen, Ning Mao, Qing-xin Chen:
  Knowledge Induction for Injection Mould Repairs Based on Rough Set. 166-171
  
• Yongcun Cao, Yue Zhao, Xiuqin Pan, Yong Lu, Xiaona Xu:
  MBBNTree Classifier Algorithm Based on Active Learning from Unlabeled Samples. 172-176
  
• Xing-wang Zhang, Wei Rao:
  New Concurrent Blind Equalization Algorithm Suitable for High-Order QAM Signals. 177-181
  
• Bin Chen, Guangri Quan:
  NP-Hard Problems of Learning from Examples. 182-186
  
• Peng Chen, Yong Wang:
  Optimized KD Tree Application in Instance-Based Learning. 187-191
  
• Cai-ming Zhang, Hui Liu:
  Research on Medical Image Segmentation Based on Multi-scale CLT. 192-196
  
• Jing Wang:
  Robust and Stable Locally Linear Embedding. 197-201
  
• Xiumei Hao, Yingling Du:
  S-Knowledge Mining and Its Attribute Transfer Dependence. 202-206
  
• Chonghai Hu, Chengqun Wang, Kangsheng Liu:
  Spectral Transformation Approaches to Semi-supervised Learning. 207-212
  
• Feng Yu, Dequan Zheng, Tiejun Zhao, Xiao Cheng:
  Structure and Content Based Blog Pages Identification. 213-217
  
• Shibin Zhou, Kan Li, Yushu Liu:
  Text Classification Based on a Novel Bayesian Hierarchical Model. 218-221
  

Data Preprocessing and Data Cleaning for Data Mining

• Guisheng Zhang, Xia Zhang, Deyu Li:
  A Hybrid DDM Algorithm Based on Weight Function. 225-229
  
• Tengwei Liang, Jun Zhao, Zuhua Xu, Jixin Qian:
  A Scheme of Model Invalidation Assessment for Multivariable Dynamic Matrix Controllers. 230-234
  
• Jihong Yan, Wanzhao Li:
  Group Technology Based Feature Extraction Methodology for Data Mining. 235-239
  
• Chong Wang, YiJun Li:
  Mining Changes of E-shopper Purchase Behavior in B2C. 240-244
  
• Guangxi Chen, Jian Xu, Xiaolin Xiang:
  Neighborhood Preprocessing SVM for Large-Scale Data Sets Classification. 245-249
  
• Sombut Foitong, Phaitoon Srinil, Ouen Pinngern:
  Rough Sets Based Approach to Reduct Approximation: RSBARA. 250-254
  

Feature Selection and Extraction

• Yun Sha, Xinhua Yu, Guoying Zhang:
  A Feature Selection Algorithm Based on Boosting for Road Detection. 257-261
  
• Jin-Mao Wei, Xin-Bin Yang, Shu-Qin Wang, Li Gu:
  A Novel Rough Hypercuboid Method for Classifying Cancers Based on Gene Expression Profiles. 262-266
  
• Hao Liang, Wanli Zuo, Fei Ren, Chong Sun:
  Accessing Deep Web Using Automatic Query Translation Technique. 267-271
  
• NamWoong Kong, MoonSoo Chang, PooGyeon Park, Sang Woo Kim:
  An Affine Projection Algorithm with Two Numbers of Input Vectors. 272-275
  
• Ping Yang, JiSheng Li, YongXuan Huang:
  An Attribute Reduction Algorithm by Rough Set Based on Binary Discernibility Matrix. 276-280
  
• Yalan Ye, Jiazhi Zeng, Ke Lu:
  An Extraction Algorithm Based on Second-Order Statistics for Noisy Mixtures. 281-285
  
• Suxiang Zhang, Suxian Zhang, Guoyang Gao:
  Automatic Entity Relation Extraction Based on Conditional Random Fields. 286-290
  
• Bao-hua Qiang, Jian-qing Xi, Ling Chen:
  Effective Schema Extraction of Query Interfaces on the Deep Web. 291-295
  
• Minghan Hu, Shijun Wang, Anhui Wang, Lei Wang:
  Feature Extraction Based on the Independent Component Analysis for Text Classification. 296-300
  
• Jing Liu, Junying Zhang, Feng Zhao:
  High Resolution Radar Automatic Target Recognition Based on an Improved LDA Method. 301-305
  
• Haoliang Qi, Xiaoning He, Muyun Yang, Jun Li, Guohua Lei, Zhongyuan Han, Sheng Li:
  Online Linear Discriminative Learning for Spam Filter. 306-309
  
• Yiyuan Cheng, Ruiling Zhang, Xiufeng Wang, Qiushuang Chen:
  Text Feature Extraction Based on Rough Set. 310-314
  
• Su-Qun Cao, Shi-Tong Wang, Quan-Yin Zhu, Xiao-Feng Chen:
  Unsupervised Optimal Discriminant Plane Based Feature Extraction Method. 315-319
  
• Xiaoguo Wang, Yong Huang, Tieyong Cao, Xiongwei Zhang:
  Weighted Complete Linear Discriminant Analysis and Its Application to Face Recognition. 320-324
  

Clustering and Classification

• Chung-I Chang, Nancy P. Lin:
  A Crossover-Imaged Clustering Algorithm with Bottom-up Tree. 327-331
  
• Ok-Ran Jeong, Seunghwa Lee, Eunseok Lee:
  A Framework for Automatic Topic Discovery on subWebs. 332-337
  
• Qingxuan Chen, Dequan Zheng, Tiejun Zhao, Sheng Li:
  A Fusion of Multiple Classifiers Approach Based on Reliability function for Text Categorization. 338-342
  
• Gang Zheng, Guochao Cao:
  A Modified K-NN Algorithm for Holter Waveform Classification Based on Kernel Function. 343-346
  
• Tao Liu, Yan Zhou, Zhifeng Hu, Zhijie Wang:
  A New Clustering Algorithm Based on Artificial Immune System. 347-351
  
• Kai Guo, Zhijng Liu:
  A New Efficient Hierarchical Distributed P2P Clustering Algorithm. 352-355
  
• Yun Zhang, Boqin Feng, Yewei Xue:
  A New Search Results Clustering Algorithm Based on Formal Concept Analysis. 356-360
  
• Zhongli He, Zhijing Liu:
  A Novel Approach to Naive Bayes Web Page Automatic Classification. 361-365
  
• Yong-mei Zhou, Sheng-yi Jiang, Mei-lin Yin:
  A Region-Based Image Segmentation Method with Mean-Shift Clustering Algorithm. 366-370
  
• Hong Chen, Gongde Guo, Yu Huang, Tianqiang Huang:
  A Spatial Overlapping Based Similarity Measure Applied to Hierarchical Clustering. 371-375
  
• Daniel Hsu, Shardrom Johnson:
  A Vibrating Method Based Cluster Reducing Strategy. 376-379
  
• Xueming Li, Dongxia Qin, Cun Yu:
  ACCF: Associative Classification Based on Closed Frequent Itemsets. 380-384
  
• Fuzhi Zhang, Yujing Ma, Na Hou, Hui Liu:
  An Ant-Based Fast Text Clustering Approach Using Pheromone. 385-389
  
• Bing Chen, Hua-Xiang Zhang:
  An Approach of Multiple Classifiers Ensemble Based on Feature Selection. 390-394
  
• Yehang Zhu, Benjamin C. M. Fung, Dejun Mu, Yanling Li:
  An Efficient Hybrid Hierarchical Document Clustering Method. 395-399
  
• Jinsha Yuan, Xinye Li, Li-na Ma:
  An Improved XML Document Clustering Using Path Feature. 400-404
  
• Zhiyi Feng, Zhijing Liu:
  An Optimized Distributed Clustering Algorithm in Advanced 3-Layer Peer-to-Peer Network. 405-409
  
• QiNan Xu, Zhijng Liu:
  Automatic Chinese Text Classification Based on NSVMDT-KNN. 410-414
  
• Tong Lu, Yubin Yang, Ruoyu Yang, Shijie Cai:
  Knowledge Extraction from Structured Engineering Drawings. 415-419
  
• Chen Li, Yang Zhang:
  Bagging One-Class Decision Trees. 420-423
  
• Xueping Zhang, Qingzhou Zhang, Zhongshan Fan, Gaofeng Deng, Chuang Zhang:
  Clustering Spatial Data with Obstacles Using Improved Ant Colony Optimization and Hybrid Particle Swarm Optimization. 424-428
  
• Sheng-yi Jiang, Qing-bo An:
  Clustering-Based Outlier Detection Method. 429-433
  
• Zhongmin Xiong, Wei Wang, Dongmei Huang:
  Community Detection in Social Networks Employing Component Independency. 434-438
  
• Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang:
  Discovering the Skyline of Subspace Clusters in High-Dimensional Data. 439-443
  
• Jun Zhou, Zhijing Liu:
  Distributed Clustering Based on K-Means and CPGA. 444-447
  
• Lianhong Wang, Jing Zhang, Xiaofeng Huang, Gufeng Gong:
  DNA Sequences Classification Based on Immune Evolution Network. 448-452
  
• Muyun Yang, Hongfei Jiang, Tiejun Zhao, Sheng Li, Daxin Liu:
  Domain Sensitive Chinese-English Example Based Machine Translation. 453-456
  
• Lan Yang, Yongming Xu, Ming Wei:
  Fog Detection Using MODIS Data in the Yangtze River Delta. 457-461
  
• Bin Lu, Juan Chen:
  Grid Resource Organization and Discovery Based on Hyper Topology Space. 462-466
  
• Cuiling Zhu, Jun Ma, Dongmei Zhang, Xiaohui Han, Xiaofei Niu:
  Hierarchical Document Classification Based on a Backtracking Algorithm. 467-471
  
• Zhongke Gao, Ningde Jin:
  Identification of Flow Pattern in Two-Phase Flow Based on Complex Network Theory. 472-476
  
• Juan Gu, Xin Li, Chunlin Huang:
  Land Cover Classification in Heihe River Basin with Time Series - MODIS NDVI Data. 477-481
  
• Zhongyang Guo, Xiaoyan Dai, Jianping Wu:
  Mining the Features of Environmental Physical Field Influencing Trajectories of Mesoscale Convective Systems Based on Spatial Clustering Analysis. 482-486
  
• Liang Zhu, Bo Zhao, Yang Gao:
  Multi-class Multi-instance Learning for Lung Cancer Image Classification Based on Bag Feature Selection. 487-492
  
• Bai Yu, Hong Fei:
  Performance Impact of Wireless Mesh Networks with Mining Traffic Patterns. 493-497
  
• Chun Dong, Chunhua Wu, Xiaoli Sun:
  Research on Evaluating Urban Comprehensive Competitiveness during Multi-year and the Spatial Characters of Important Cities in China. 498-503
  
• Shu Da Wang, Jing Yang Xiao, Zhan Qing Liu, Ji Lai Niu:
  Study on Tire Imprint Image Recognition Based on FFT Image Differencing Algorithm. 504-508
  
• Jinlong Wang, Xueyu Geng, Ke Gao, Lan Li:
  Study on Topic Evolution Based on Text Mining. 509-513
  
• Xia Zhang, Yixin Yin, Xiuyan Meng, Hailong Zhao:
  Text Classification Based on Rule Mining by Granule Network Constructing. 514-518
  
• Jian-qiang Li, Cheng-lin Niu, Ji-zhen Liu, Jun-jie Gu:
  The Application of Data Mining in Electric Short-Term Load Forecasting. 519-522
  
• Xuelin Shi, Ying Zhao, Xiangjun Dong:
  Web Page Categorization Based on k-NN and SVM Hybrid Pattern Recognition Algorithm. 523-527
  
• Yong Zhang, Bin Fan, Long-bin Xiao:
  Web Page Classification Based on a Least Square Support Vector Machine with Latent Semantic Analysis. 528-532
  
• Shuai Li, Xin-Jun Wang, Ying Zhang:
  X-SPA: Spatial Characteristic PSO Clustering Algorithm with Efficient Estimation of the Number of Cluster. 533-537
  

Association Rule Mining

• Zixuan Hong, Fuling Bian:
  A Heuristic Approach for Fast Mining Association Rules in Transportation System. 541-545
  
• Fu-zan Chen, Min-qiang Li:
  A Hybrid Method for Discovering Maximal Frequent Itemsets. 546-550
  
• Jian Hu, Xiang Yang-Li:
  A New Fast Frequent Itemsets Mining Algorithm Based on Forest. 551-555
  
• Sizu Hou, Xianfei Zhang:
  Alarms Association Rules Based on Sequential Pattern Mining Algorithm. 556-560
  
• Hong-Zhen Zheng, Dian-Hui Chu, De-chen Zhan, Xiaofei Xu:
  An Efficient Algorithm for Mining Large Item Sets. 561-564
  
• Chieh-Ming Wu, Yin-Fu Huang:
  An Efficient Data Structure for Mining Generalized Association Rules. 565-571
  
• Tao Wen, Gang Wang, Quan Guo, Xuebin Ma:
  An Optimal Association Rule Mining Algorithm Based on Knowledge Grid. 572-575
  
• You Wan, Jiaogen Zhou, Fuling Bian:
  CODEM: A Novel Spatial Co-location and De-location Patterns Mining Algorithm. 576-580
  
• Cheng-lin Niu, Jian-qiang Li, Ji-zhen Liu, Wen Tan:
  Correlation Analysis of Operation Data and Its Application in Operation Optimization in Power Plant. 581-585
  
• Runian Geng, Xiangjun Dong, Guoling Liu, Wenbo Xu:
  Efficiently Mining Maximal Frequent Patterns from Traversals on Weighted Directed Graph Using Statistical Theory. 586-590
  
• Lu Liu, Yin Chen, Siqing Shan, Lu Yin:
  Mining Condensed and Lossless Association Rules by Pruning Redundancy. 591-595
  
• Shiju Shang, Xiangjun Dong, Runian Geng, Long Zhao:
  Mining Negative Association Rules in Multi-database. 596-599
  
• Xu Yusheng, Zhang Lanhui, Zhixin Ma, Li Lian, Xiaoyun Chen, Tharam S. Dillon:
  Mining Sequential Pattern Using DF2Ls. 600-604
  
• Peien Feng, Hui Zhang, Qingying Qiu, Zhaoxia Wang:
  PCAR: An Efficient Approach for Mining Association Rules. 605-609
  
• Bing Zhang, Yajun Du, Haiming Li, YuTing Wang:
  Query Expansion Based on Topics. 610-614
  
• Jike Ge, Yuhui Qiu, Zuqin Chen, Shiqun Yin:
  Technology of Information Push Based on Weighted Association Rules Mining. 615-619
  
• Guo-Dong Fang, Zhi-Hong Deng:
  VTK: Vertical Mining of Top-Rank-K Frequent Patterns. 620-624
  
• Zhuo Zhang, Lu Zhang, Shaochun Zhong, Jiwen Guan:
  A New Algorithm for Mining Sequential Patterns. 625-629
  

Inductive Logic Programming

• Jian Guo, Jungang Han, Naiyong Jin:
  Witness and Counter-Example on 3-Valued Model Checking. 633-637