Table of Contents

• Research Frontiers in Advanced Data Mining Technologies and ApplicationsJiawei Han. 1-5 [doi]
• Finding the Real PatternsGeoffrey I. Webb. 6 [doi]
• Class Noise vs Attribute Noise: Their Impacts, Detection and CleansingXindong Wu. 7-8 [doi]
• Multi-modal and Multi-granular LearningBo Zhang, Ling Zhang. 9-10 [doi]
• Hierarchical Density-Based Clustering of Categorical Data and a SimplificationBill Andreopoulos, Aijun An, Xiaogang Wang. 11-22 [doi]
• Multi-represented Classification Based on Confidence EstimationJohannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert. 23-34 [doi]
• Selecting a Reduced Set for Building Sparse Support Vector Regression in the PrimalLiefeng Bo, Ling Wang, Licheng Jiao. 35-46 [doi]
• Mining Frequent Itemsets from Uncertain DataChun Kit Chui, Ben Kao, Edward Hung. 47-58 [doi]
• QC4 - A Clustering Evaluation MethodDaniel Crabtree, Peter Andreae, Xiaoying Gao. 59-70 [doi]
• Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing ImageryDihua Guo, Hui Xiong, Vijay Atluri, Nabil R. Adam. 71-83 [doi]
• Deriving Private Information from Arbitrarily Projected DataSongtao Guo, Xintao Wu. 84-95 [doi]
• Consistency Based Attribute ReductionQinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu. 96-107 [doi]
• A Hybrid Command Sequence Model for Anomaly DetectionJian Zhou, Haruhiko Shirai, Isamu Takahashi, Jousuke Kuroiwa, Tomohiro Odaka, Hisakazu Ogura. 108-118 [doi]
• ::::sigma:::: - ::::Algorithm:::: : Structured Workflow Process Mining Through Amalgamating Temporal WorkcasesKwanghoon Kim, Clarence A. Ellis. 119-130 [doi]
• Multiscale BiLinear Recurrent Neural Network for Prediction of MPEG Video TrafficMin-Woo Lee, Dong-Chul Park, Yunsik Lee. 131-137 [doi]
• An Effective Multi-level Algorithm Based on Ant Colony Optimization for Bisecting GraphMing Leng, Songnian Yu. 138-149 [doi]
• A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial FittingZhi Li, Hong Ma, Yongbing Mei. 150-161 [doi]
• Simultaneous Tuning of Hyperparameter and Parameter for Support Vector MachinesShizhong Liao, Lei Jia. 162-172 [doi]
• Entropy Regularization, Automatic Model Selection, and Unsupervised Image SegmentationZhiwu Lu, Xiaoqing Lu, Zhiyuan Ye. 173-182 [doi]
• A Timing Analysis Model for Ontology Evolutions Based on Distributed EnvironmentsYinglong Ma, Beihong Jin, Yuancheng Li, Kehe Wu. 183-192 [doi]
• An Optimum Random Forest Model for Prediction of Genetic Susceptibility to Complex DiseasesWeidong Mao, Shannon Kelly. 193-204 [doi]
• Feature Based Techniques for Auto-Detection of Novel Email WormsMohammad M. Masud, Latifur Khan, Bhavani M. Thuraisingham. 205-216 [doi]
• Multiresolution-Based BiLinear Recurrent Neural NetworkByung-Jae Min, Dong-Chul Park, Hwan-Soo Choi. 217-223 [doi]
• Query Expansion Using a Collection Dependent Probabilistic Latent Semantic ThesaurusLaurence A. F. Park, Kotagiri Ramamohanarao. 224-235 [doi]
• Scaling Up Semi-supervised Learning: An Efficient and Effective LLGC VariantBernhard Pfahringer, Claire Leschi, Peter Reutemann. 236-247 [doi]
• A Machine Learning Approach to Detecting Instantaneous Cognitive States from fMRI DataRafael Ramirez, Montserrat Puiggros. 248-259 [doi]
• Discovering Correlated Items in Data StreamsXingzhi Sun, Ming Chang, Xue Li, Maria E. Orlowska. 260-271 [doi]
• Incremental Clustering in Geography and Optimization SpacesChih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen. 272-283 [doi]
• Estimation of Class Membership Probabilities in the Document ClassificationKazuko Takahashi, Hiroya Takamura, Manabu Okumura. 284-295 [doi]
• A Hybrid Multi-group Privacy-Preserving Approach for Building Decision TreesZhouxuan Teng, Wenliang Du. 296-307 [doi]
• A Constrained Clustering Approach to Duplicate Detection Among Relational DataChao Wang, Jie Lu, Guangquan Zhang. 308-319 [doi]
• Understanding Research Field Evolving and Trend with Dynamic Bayesian NetworksJinLong Wang, Congfu Xu, Gang Li, Zhenwen Dai, Guojing Luo. 320-331 [doi]
• Embedding New Data Points for Manifold Learning Via Coordinate PropagationShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. 332-343 [doi]
• Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA)Wenxin Yang, Junping Zhang. 344-354 [doi]
• On a New Class of Framelet Kernels for Support Vector Regression and Regularization NetworksWei-Feng Zhang, Dao-Qing Dai, Hong Yan. 355-366 [doi]
• A Clustering Algorithm Based on MechanicsXianchao Zhang, He Jiang, Xinyue Liu, Hong Yu. 367-378 [doi]
• DLDA/QR: A Robust Direct LDA Algorithm for Face Recognition and Its Theoretical FoundationYu-Jie Zheng, Zhi-Bo Guo, Jian Yang, Xiaojun Wu, Jing-yu Yang. 379-387 [doi]
• gPrune: A Constraint Pushing Framework for Graph Pattern MiningFeida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu. 388-400 [doi]
• Modeling Anticipatory Event TransitionsRidzwan Aminuddin, Ridzwan Suri, Kuiyu Chang, Zaki Zainudin, Qi He, Ee-Peng Lim. 401-408 [doi]
• A Modified Relationship Based Clustering Framework for Density Based Clustering and Outlier Filtering on High Dimensional DatasetsTurgay Tugay Bilgin, A. Yilmaz Çamurcu. 409-416 [doi]
• A Region-Based Skin Color Detection AlgorithmFaliang Chang, Zhiqiang Ma, Wei Tian. 417-424 [doi]
• Supportive Utility of Irrelevant Features in Data PreprocessingSam Chao, Yiping Li, Ming-Chui Dong. 425-432 [doi]
• Incremental Mining of Sequential Patterns Using Prefix TreeYue Chen, Jiankui Guo, Yaqin Wang, Yun Xiong, Yangyong Zhu. 433-440 [doi]
• A Multiple Kernel Support Vector Machine Scheme for Simultaneous Feature Selection and Rule-Based ClassificationZhenyu Chen, Jianping Li. 441-448 [doi]
• Combining Supervised and Semi-supervised Classifier for Personalized Spam FilteringVictor Cheng, Chun Hung Li. 449-456 [doi]
• Qualitative Simulation and Reasoning with Feature Reduction Based on Boundary Conditional Entropy of KnowledgeYusheng Cheng, Yousheng Zhang, Xuegang Hu, Xiaoyao Jiang. 457-464 [doi]
• A Hybrid Incremental Clustering Method-Combining Support Vector Machine and Enhanced Clustering by Committee Clustering AlgorithmDeng-Yiv Chiu, Kong-Ling Hsieh. 465-472 [doi]
• CCRM: An Effective Algorithm for Mining Commodity Information from Threaded Chinese Customer ReviewsHuizhong Duan, Shenghua Bao, Yong Yu. 473-480 [doi]
• A Rough Set Approach to Classifying Web Page Without Negative ExamplesQiguo Duan, Duoqian Miao, Kaimin Jin. 481-488 [doi]
• Evolution and Maintenance of Frequent Pattern Space When Transactions Are RemovedMengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. 489-497 [doi]
• Establishing Semantic Relationship in Inter-query Learning for Content-Based Image Retrieval SystemsChun Che Fung, Kien-Ping Chung. 498-506 [doi]
• Density-Sensitive Evolutionary ClusteringMaoguo Gong, Licheng Jiao, Ling Wang, Liefeng Bo. 507-514 [doi]
• Reducing Overfitting in Predicting Intrinsically Unstructured ProteinsPengfei Han, Xiuzhen Zhang, Raymond S. Norton, Zhi-Ping Feng. 515-522 [doi]
• Temporal Relations Extraction in Mining Hepatitis DataTu Bao Ho, Canh Hao Nguyen, Saori Kawasaki, Katsuhiko Takabayashi. 523-530 [doi]
• Supervised Learning Approach to Optimize Ranking Function for Chinese FAQ-FinderGuoping Hu, Dan Liu, Qingfeng Liu, Ren-Hua Wang. 531-538 [doi]
• Combining Convolution Kernels Defined on Heterogeneous Sub-structuresMinlie Huang, Xiaoyan Zhu. 539-546 [doi]
• Privacy-Preserving Sequential Pattern ReleaseHuidong Jin, Jie Chen, Hongxing He, Christine M. O Keefe. 547-554 [doi]
• Mining Concept Associations for Knowledge Discovery Through Concept Chain QueriesWei Jin, Rohini K. Srihari, Xin Wu. 555-562 [doi]
• Capability Enhancement of Probabilistic Neural Network for the Design of Breakwater Armor BlocksDoo Kie Kim, Dong Hyawn Kim, Seong Kyu Chang, Sang Kil Chang. 563-570 [doi]
• Named Entity Recognition Using Acyclic Weighted Digraphs: A Semi-supervised Statistical MethodKono Kim, Yeohoon Yoon, Harksoo Kim, Jungyun Seo. 571-578 [doi]
• Contrast Set Mining Through Subgroup Discovery Applied to Brain Ischaemina DataPetra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic. 579-586 [doi]
• Intelligent Sequential Mining Via Alignment: Optimization Techniques for Very Large DBHye-Chung Kum, Joong Hyuk Chang, Wei Wang 0010. 587-597 [doi]
• A Hybrid Prediction Method Combining RBF Neural Network and FAR ModelYongle Lü, Rongling Lang. 598-605 [doi]
• An Advanced Fuzzy C-Mean Algorithm for Regional Clustering of Interconnected SystemsSang-Hyuk Lee, Jinho Kim, Se-Hwan Jang, Jong-Bae Park, Young-Hwan Jeon, Sung-Yong Sohn. 606-615 [doi]
• Centroid Neural Network with Bhattacharyya Kernel for GPDF Data ClusteringSong-Jae Lee, Dong-Chul Park. 616-622 [doi]
• Concept Interconnection Based on Many-Valued Context AnalysisYuxia Lei, Yan Wang, Baoxiang Cao, Jiguo Yu. 623-630 [doi]
• Text Classification for Thai Medicinal Web PagesVerayuth Lertnattee, Thanaruk Theeramunkong. 631-638 [doi]
• A Fast Algorithm for Finding Correlation Clusters in Noise DataJiuyong Li, Xiaodi Huang, Clinton Selke, Jianming Yong. 639-647 [doi]
• Application of Discrimination Degree for Attributes Reduction in Concept LatticeMing Li, De-San Yang. 648-655 [doi]
• A Language and a Visual Interface to Specify Complex Spatial PatternsXiaohui Li, Yan Huang. 656-663 [doi]
• Clustering Ensembles Based on Normalized EdgesYan Li, Jian Yu, Pengwei Hao, Zhulin Li. 664-671 [doi]
• Quantum-Inspired Immune Clonal Multiobjective Optimization AlgorithmYangyang Li, Licheng Jiao. 672-679 [doi]
• Phase Space Reconstruction Based Classification of Power Disturbances Using Support Vector MachinesZhiyong Li, Weilin Wu. 680-687 [doi]
• Mining the Impact Factors of Threads and Participators on Usenet Using Link AnalysisHongbo Liu, Jiaxin Wang, Yannan Zhao, Zehong Yang. 688-695 [doi]
• Weighted Rough Set Learning: Towards a Subjective ApproachJinfu Liu, Qinghua Hu, Daren Yu. 696-703 [doi]
• Multiple Self-Splitting and Merging Competitive Learning AlgorithmJun Liu, Kotagiri Ramamohanarao. 704-711 [doi]
• A Novel Relative Space Based Gene Feature Extraction and Cancer RecognitionXinguo Lu, Yaping Lin, Haijun Wang, Si-wang Zhou, Xiaolong Li. 712-719 [doi]
• Experiments on Kernel Tree Support Vector Machines for Text CategorizationIthipan Methasate, Thanaruk Theeramunkong. 720-727 [doi]
• A New Approach for Similarity Queries of Biological Sequences in DatabasesHoong Kee Ng, Kang Ning, Hon Wai Leong. 728-736 [doi]
• Anomaly Intrusion Detection Based on Dynamic Cluster UpdatingSang Hyun Oh, Won Suk Lee. 737-744 [doi]
• Efficiently Mining Closed Constrained Frequent Ordered Subtrees by Using Border InformationTomonobu Ozaki, Takenao Ohkawa. 745-752 [doi]
• Approximate Trace of Grid-Based Clusters over High Dimensional Data StreamsNam Hun Park, Won Suk Lee. 753-760 [doi]
• BRIM: An Efficient Boundary Points Detecting AlgorithmBao-Zhi Qiu, Feng Yue, Jun-Yi Shen. 761-768 [doi]
• Syntactic Impact on Sentence Similarity Measure in Archive-Based QA SystemGuang Qiu, Jiajun Bu, Chun Chen, Peng Huang, Keke Cai. 769-776 [doi]
• Semi-structure Mining Method for Text Mining with a Chunk-Based Dependency StructureIssei Sato, Hiroshi Nakagawa. 777-784 [doi]
• Principal Curves with Feature ContinuityMing-ming Sun, Jing-yu Yang. 785-792 [doi]
• Kernel-Based Linear Neighborhood Propagation for Semantic Video AnnotationJinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi, Xiuqing Wu. 793-800 [doi]
• Learning Bayesian Networks with Combination of MRMR Criterion and EMI MethodFengzhan Tian, Feng Liu, Zhihai Wang, Jian Yu. 801-808 [doi]
• A Cooperative Coevolution Algorithm of RBFNN for ClassificationJin Tian, Minqiang Li, Fuzan Chen. 809-816 [doi]
• ANGEL: A New Effective and Efficient Hybrid Clustering Technique for Large DatabasesCheng-Fa Tsai, Chia-Chen Yen. 817-824 [doi]
• Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor NetworkHsiao-Ping Tsai, De-Nian Yang, Wen-Chih Peng, Ming-Syan Chen. 825-832 [doi]
• ProMail: Using Progressive Email Social Network for Spam DetectionChi-Yao Tseng, Jen-Wei Huang, Ming-Syan Chen. 833-840 [doi]
• Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend PredictionKuralmani Vellaisamy, Jinyan Li. 841-848 [doi]
• A Novel Support Vector Machine Ensemble Based on Subtractive Clustering AnalysisCuiru Wang, Hejin Yuan, Jun Liu, Tao Zhou, Huiling Lu. 849-856 [doi]
• Keyword Extraction Based on PageRankJinghua Wang, Jianyi Liu, Cong Wang. 857-864 [doi]
• Finding the Optimal Feature Representations for Bayesian Network LearningLimin Wang, Chunhong Cao, Xiongfei Li, Haijun Li. 865-870 [doi]
• Feature Extraction and Classification of Tumor Based on Wavelet Package and Support Vector MachinesShulin Wang, Ji Wang, Huowang Chen, Shutao Li. 871-878 [doi]
• Resource Allocation and Scheduling Problem Based on Genetic Algorithm and Ant Colony OptimizationSu Wang, Bo Meng. 879-886 [doi]
• Image Classification and Segmentation for Densely Packed AggregatesWeixing Wang. 887-894 [doi]
• Mining Temporal Co-orientation Pattern from Spatio-temporal DatabasesLing-Yin Wei, Man-Kwan Shan. 895-903 [doi]
• Incremental Learning of Support Vector Machines by Classifier CombiningYimin Wen, Bao-Liang Lu. 904-911 [doi]
• Clustering Zebrafish Genes Based on Frequent-Itemsets and Frequency LevelsDaya C. Wimalasuriya, Sridhar Ramachandran, Dejing Dou. 912-920 [doi]
• A Practical Method for Approximate Subsequence Search in DNA DatabasesJung-Im Won, Sang-Kyoon Hong, Jeehee Yoon, Sanghyun Park, Sang-Wook Kim. 921-931 [doi]
• An Information Retrieval Model Based on SemanticsChen Wu, Quan Zhang. 932-939 [doi]
• AttributeNets: An Incremental Learning Method for Interpretable ClassificationHu Wu, Yongji Wang, Xiaoyong Huai. 940-947 [doi]
• Mining Personalization Interest and Navigation Patterns on PortalJing Wu, Pin Zhang, Zhang Xiong, Hao Sheng. 948-955 [doi]
• Cross-Lingual Document ClusteringKe Wu, Bao-Liang Lu. 956-963 [doi]
• Grammar Guided Genetic Programming for Flexible Neural Trees OptimizationPeng Wu, Yuehui Chen. 964-971 [doi]
• A New Initialization Method for Clustering Categorical DataShu Wu, Qingshan Jiang, Joshua Zhexue Huang. 972-980 [doi]
• L0-Constrained Regression for Data MiningZhili Wu, Chun Hung Li. 981-988 [doi]
• Application of Hybrid Pattern Recognition for Discriminating Paddy Seeds of Different Storage Periods Based on Vis/NIRSLi Xiaoli, Cao Fang, He Yong. 989-996 [doi]
• Density-Based Data Clustering Algorithms for Lower Dimensions Using Space-Filling CurvesBin Xu, Danny Z. Chen. 997-1005 [doi]
• Transformation-Based GMM with Improved Cluster Algorithm for Speaker IdentificationLimin Xu, Zhenmin Tang, Keke He, Bo Qian. 1006-1014 [doi]
• Using Social Annotations to Smooth the Language Model for IRShengliang Xu, Shenghua Bao, Yong Yu, Yunbo Cao. 1015-1021 [doi]
• Affection Factor Optimization in Data Field ClusteringHong Yang, Jianxin Liu, Zhong Li. 1022-1028 [doi]
• A New Algorithm for Minimum Attribute Reduction Based on Binary Particle Swarm Optimization with VaccinationDongyi Ye, Zhaojiong Chen, Jiankun Liao. 1029-1036 [doi]
• Graph Nodes Clustering Based on the Commute-Time KernelLuh Yen, François Fouss, Christine Decaestecker, Pascal Francq, Marco Saerens. 1037-1045 [doi]
• Identifying Synchronous and Asynchronous Co-regulations from Time Series Gene Expression DataYing Yin, Yuhai Zhao, Bin Zhang. 1046-1054 [doi]
• A Parallel Algorithm for Learning Bayesian NetworksKui Yu, Hao Wang, Xindong Wu. 1055-1063 [doi]
• Incorporating Prior Domain Knowledge into a Kernel Based Feature Selection AlgorithmTing Yu, Simeon J. Simoff, Donald Stokes. 1064-1071 [doi]
• Geo-spatial Clustering with Non-spatial Attributes and Geographic Non-overlapping Constraint: A Penalized Spatial Distance MeasureBin Zhang, Wen Jun Yin, Ming Xie, Jin Dong. 1072-1079 [doi]
• GBKII: An Imputation Method for Missing ValuesChengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang. 1080-1087 [doi]
• An Effective Gene Selection Method Based on Relevance Analysis and Discernibility MatrixLijuan Zhang, Zhoujun Li, Huowang Chen. 1088-1095 [doi]
• Towards Comprehensive Privacy Protection in Data ClusteringNan Zhang. 1096-1104 [doi]
• A Novel Spatial Clustering with Obstacles Constraints Based on Particle Swarm Optimization and K-MedoidsXueping Zhang, Jiayao Wang, Mingguang Wu, Yi Cheng. 1105-1113 [doi]
• Online Rare Events DetectionJun Hua Zhao, Xue Li, Zhao Yang Dong. 1114-1121 [doi]
• Structural Learning About Independence Graphs from Multiple DatabasesQiang Zhao, Hua Chen, Zhi Geng. 1122-1130 [doi]
• An Effective Method For Calculating Natural Adjacency Relation in Spatial DatabaseRenliang Zhao, Jiatian Li. 1131-1139 [doi]
• K-Centers Algorithm for Clustering Mixed Type DataWeidong Zhao, Weihui Dai, Chunbin Tang. 1140-1147 [doi]
• Proposion and Analysis of a TCP Feature of P2P TrafficLi-Juan Zhou, Zhitang Li, Hao Tu. 1148-1155 [doi]