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11. PAKDD 2007: Nanjing, China
- Zhi-Hua Zhou, Hang Li, Qiang Yang:
Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings. Lecture Notes in Computer Science 4426, Springer 2007, ISBN 978-3-540-71700-3
Keynote Speeches
- Jiawei Han:
Research Frontiers in Advanced Data Mining Technologies and Applications. 1-5 - Geoffrey I. Webb:
Finding the Real Patterns. 6 - Xindong Wu:
Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing. 7-8 - Bo Zhang, Ling Zhang:
Multi-modal and Multi-granular Learning. 9-10
Regular Papers
- Bill Andreopoulos, Aijun An, Xiaogang Wang:
Hierarchical Density-Based Clustering of Categorical Data and a Simplification. 11-22 - Johannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
Multi-represented Classification Based on Confidence Estimation. 23-34 - Liefeng Bo, Ling Wang, Licheng Jiao:
Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal. 35-46 - Chun Kit Chui, Ben Kao, Edward Hung:
Mining Frequent Itemsets from Uncertain Data. 47-58 - Daniel Crabtree, Peter Andreae, Xiaoying Gao:
QC4 - A Clustering Evaluation Method. 59-70 - Dihua Guo, Hui Xiong, Vijay Atluri
, Nabil R. Adam:
Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery. 71-83 - Songtao Guo, Xintao Wu
Deriving Private Information from Arbitrarily Projected Data. 84-95 - Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu:
Consistency Based Attribute Reduction. 96-107 - Jian Zhou, Haruhiko Shirai, Isamu Takahashi, Jousuke Kuroiwa, Tomohiro Odaka, Hisakazu Ogura:
A Hybrid Command Sequence Model for Anomaly Detection. 108-118 - Kwanghoon Pio Kim, Clarence A. Ellis:
sigma - Algorithm : Structured Workflow Process Mining Through Amalgamating Temporal Workcases. 119-130 - Min-Woo Lee, Dong-Chul Park, Yunsik Lee:
Multiscale BiLinear Recurrent Neural Network for Prediction of MPEG Video Traffic. 131-137 - Ming Leng, Songnian Yu:
An Effective Multi-level Algorithm Based on Ant Colony Optimization for Bisecting Graph. 138-149 - Zhi Li, Hong Ma, Yongbing Mei:
A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial Fitting. 150-161 - Shizhong Liao, Lei Jia:
Simultaneous Tuning of Hyperparameter and Parameter for Support Vector Machines. 162-172 - Zhiwu Lu
Entropy Regularization, Automatic Model Selection, and Unsupervised Image Segmentation. 173-182 - Yinglong Ma, Beihong Jin, Yuancheng Li, Kehe Wu:
A Timing Analysis Model for Ontology Evolutions Based on Distributed Environments. 183-192 - Weidong Mao, Shannon Kelly:
An Optimum Random Forest Model for Prediction of Genetic Susceptibility to Complex Diseases. 193-204 - Mohammad M. Masud, Latifur Khan
Feature Based Techniques for Auto-Detection of Novel Email Worms. 205-216 - Byung-Jae Min, Dong-Chul Park, Hwan-Soo Choi:
Multiresolution-Based BiLinear Recurrent Neural Network. 217-223 - Laurence Anthony F. Park, Kotagiri Ramamohanarao:
Query Expansion Using a Collection Dependent Probabilistic Latent Semantic Thesaurus. 224-235 - Bernhard Pfahringer, Claire Leschi, Peter Reutemann:
Scaling Up Semi-supervised Learning: An Efficient and Effective LLGC Variant. 236-247 - Rafael Ramírez, Montserrat Puiggròs:
A Machine Learning Approach to Detecting Instantaneous Cognitive States from fMRI Data. 248-259 - Xingzhi Sun, Ming Chang, Xue Li
Discovering Correlated Items in Data Streams. 260-271 - Chih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen:
Incremental Clustering in Geography and Optimization Spaces. 272-283 - Kazuko Takahashi, Hiroya Takamura
Estimation of Class Membership Probabilities in the Document Classification. 284-295 - Zhouxuan Teng, Wenliang Du:
A Hybrid Multi-group Privacy-Preserving Approach for Building Decision Trees. 296-307 - Chao Wang, Jie Lu
A Constrained Clustering Approach to Duplicate Detection Among Relational Data. 308-319 - Jinlong Wang, Congfu Xu, Gang Li
Understanding Research Field Evolving and Trend with Dynamic Bayesian Networks. 320-331 - Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang:
Embedding New Data Points for Manifold Learning Via Coordinate Propagation. 332-343 - Wenxin Yang, Junping Zhang:
Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA). 344-354 - Weifeng Zhang, Dao-Qing Dai, Hong Yan:
On a New Class of Framelet Kernels for Support Vector Regression and Regularization Networks. 355-366 - Xianchao Zhang, He Jiang, Xinyue Liu, Hong Yu:
A Clustering Algorithm Based on Mechanics. 367-378 - Yu-Jie Zheng, Zhibo Guo, Jian Yang, Xiaojun Wu, Jing-Yu Yang:
DLDA/QR: A Robust Direct LDA Algorithm for Face Recognition and Its Theoretical Foundation. 379-387 - Feida Zhu
gPrune: A Constraint Pushing Framework for Graph Pattern Mining. 388-400
Short Papers
- Ridzwan Aminuddin, Ridzwan Suri, Kuiyu Chang, Zaki Zainudin, Qi He
Modeling Anticipatory Event Transitions. 401-408 - Turgay Tugay Bilgin, A. Yilmaz Çamurcu:
A Modified Relationship Based Clustering Framework for Density Based Clustering and Outlier Filtering on High Dimensional Datasets. 409-416 - Faliang Chang, Zhiqiang Ma, Wei Tian:
A Region-Based Skin Color Detection Algorithm. 417-424 - Sam Chao, Yiping Li, Ming-Chui Dong:
Supportive Utility of Irrelevant Features in Data Preprocessing. 425-432 - Yue Chen, Jiankui Guo, Yaqin Wang, Yun Xiong, Yangyong Zhu:
Incremental Mining of Sequential Patterns Using Prefix Tree. 433-440 - Zhenyu Chen, Jianping Li
A Multiple Kernel Support Vector Machine Scheme for Simultaneous Feature Selection and Rule-Based Classification. 441-448 - Victor Cheng, Chun-hung Li:
Combining Supervised and Semi-supervised Classifier for Personalized Spam Filtering. 449-456 - Yusheng Cheng, Yousheng Zhang, Xuegang Hu, Xiaoyao Jiang:
Qualitative Simulation and Reasoning with Feature Reduction Based on Boundary Conditional Entropy of Knowledge. 457-464 - Deng-Yiv Chiu, Kong-Ling Hsieh:
A Hybrid Incremental Clustering Method-Combining Support Vector Machine and Enhanced Clustering by Committee Clustering Algorithm. 465-472 - Huizhong Duan, Shenghua Bao, Yong Yu:
CCRM: An Effective Algorithm for Mining Commodity Information from Threaded Chinese Customer Reviews. 473-480 - Qiguo Duan, Duoqian Miao, Kaimin Jin:
A Rough Set Approach to Classifying Web Page Without Negative Examples. 481-488 - Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong:
Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. 489-497 - Chun Che Fung, Kien-Ping Chung:
Establishing Semantic Relationship in Inter-query Learning for Content-Based Image Retrieval Systems. 498-506 - Maoguo Gong, Licheng Jiao, Ling Wang, Liefeng Bo:
Density-Sensitive Evolutionary Clustering. 507-514 - Pengfei Han, Xiuzhen Zhang, Raymond S. Norton
Reducing Overfitting in Predicting Intrinsically Unstructured Proteins. 515-522 - Tu Bao Ho, Canh Hao Nguyen
Temporal Relations Extraction in Mining Hepatitis Data. 523-530 - Guoping Hu, Dan Liu, Qingfeng Liu, Ren-Hua Wang:
Supervised Learning Approach to Optimize Ranking Function for Chinese FAQ-Finder. 531-538 - Minlie Huang, Xiaoyan Zhu:
Combining Convolution Kernels Defined on Heterogeneous Sub-structures. 539-546 - Huidong Jin
Privacy-Preserving Sequential Pattern Release. 547-554 - Wei Jin, Rohini K. Srihari, Xin Wu:
Mining Concept Associations for Knowledge Discovery Through Concept Chain Queries. 555-562 - Dookie Kim, Dong Hyawn Kim, Seong Kyu Chang, Sang Kil Chang:
Capability Enhancement of Probabilistic Neural Network for the Design of Breakwater Armor Blocks. 563-570 - Kono Kim, Yeohoon Yoon, Harksoo Kim
Named Entity Recognition Using Acyclic Weighted Digraphs: A Semi-supervised Statistical Method. 571-578 - Petra Kralj
Contrast Set Mining Through Subgroup Discovery Applied to Brain Ischaemina Data. 579-586 - Hye-Chung Kum, Joong Hyuk Chang, Wei Wang
Intelligent Sequential Mining Via Alignment: Optimization Techniques for Very Large DB. 587-597 - Yongle Lü, Rongling Lang:
A Hybrid Prediction Method Combining RBF Neural Network and FAR Model. 598-605 - Sang-Hyuk Lee, Jinho Kim, Se-Hwan Jang, Jong-Bae Park, Young-Hwan Jeon, Sung-Yong Sohn:
An Advanced Fuzzy C-Mean Algorithm for Regional Clustering of Interconnected Systems. 606-615 - Song-Jae Lee, Dong-Chul Park:
Centroid Neural Network with Bhattacharyya Kernel for GPDF Data Clustering. 616-622 - Yuxia Lei, Yan Wang, Baoxiang Cao, Jiguo Yu:
Concept Interconnection Based on Many-Valued Context Analysis. 623-630 - Verayuth Lertnattee, Thanaruk Theeramunkong:
Text Classification for Thai Medicinal Web Pages. 631-638 - Jiuyong Li
A Fast Algorithm for Finding Correlation Clusters in Noise Data. 639-647 - Ming Li, De-San Yang:
Application of Discrimination Degree for Attributes Reduction in Concept Lattice. 648-655 - Xiaohui Li, Yan Huang
A Language and a Visual Interface to Specify Complex Spatial Patterns. 656-663 - Yan Li, Jian Yu, Pengwei Hao, Zhulin Li:
Clustering Ensembles Based on Normalized Edges. 664-671 - Yangyang Li, Licheng Jiao:
Quantum-Inspired Immune Clonal Multiobjective Optimization Algorithm. 672-679 - Zhiyong Li, Weilin Wu:
Phase Space Reconstruction Based Classification of Power Disturbances Using Support Vector Machines. 680-687 - Hongbo Liu, Jiaxin Wang, Yannan Zhao, Zehong Yang:
Mining the Impact Factors of Threads and Participators on Usenet Using Link Analysis. 688-695 - Jinfu Liu, Qinghua Hu, Daren Yu:
Weighted Rough Set Learning: Towards a Subjective Approach. 696-703 - Jun Liu, Kotagiri Ramamohanarao:
Multiple Self-Splitting and Merging Competitive Learning Algorithm. 704-711 - Xinguo Lu, Yaping Lin, Haijun Wang, Siwang Zhou, Xiaolong Li:
A Novel Relative Space Based Gene Feature Extraction and Cancer Recognition. 712-719 - Ithipan Methasate, Thanaruk Theeramunkong:
Experiments on Kernel Tree Support Vector Machines for Text Categorization. 720-727 - Hoong Kee Ng, Kang Ning
A New Approach for Similarity Queries of Biological Sequences in Databases. 728-736 - Sang Hyun Oh, Won Suk Lee:
Anomaly Intrusion Detection Based on Dynamic Cluster Updating. 737-744 - Tomonobu Ozaki, Takenao Ohkawa:
Efficiently Mining Closed Constrained Frequent Ordered Subtrees by Using Border Information. 745-752 - Nam Hun Park, Won Suk Lee:
Approximate Trace of Grid-Based Clusters over High Dimensional Data Streams. 753-760 - Bao-Zhi Qiu, Feng Yue, Jun-Yi Shen:
BRIM: An Efficient Boundary Points Detecting Algorithm. 761-768 - Guang Qiu, Jiajun Bu, Chun Chen, Peng Huang, Keke Cai:
Syntactic Impact on Sentence Similarity Measure in Archive-Based QA System. 769-776 - Issei Sato, Hiroshi Nakagawa:
Semi-structure Mining Method for Text Mining with a Chunk-Based Dependency Structure. 777-784 - Ming-ming Sun, Jing-yu Yang:
Principal Curves with Feature Continuity. 785-792 - Jinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi
Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. 793-800 - Fengzhan Tian, Feng Liu, Zhihai Wang, Jian Yu:
Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method. 801-808 - Jin Tian, Minqiang Li, Fuzan Chen:
A Cooperative Coevolution Algorithm of RBFNN for Classification. 809-816 - Cheng-Fa Tsai, Chia-Chen Yen:
ANGEL: A New Effective and Efficient Hybrid Clustering Technique for Large Databases. 817-824 - Hsiao-Ping Tsai, De-Nian Yang
Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor Network. 825-832 - Chi-Yao Tseng, Jen-Wei Huang, Ming-Syan Chen:
ProMail: Using Progressive Email Social Network for Spam Detection. 833-840 - Kuralmani Vellaisamy, Jinyan Li:
Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction. 841-848 - Cuiru Wang, Hejin Yuan, Jun Liu, Tao Zhou
A Novel Support Vector Machine Ensemble Based on Subtractive Clustering Analysis. 849-856 - Jinghua Wang, Jianyi Liu, Cong Wang:
Keyword Extraction Based on PageRank. 857-864 - Limin Wang, Chunhong Cao, Xiongfei Li, Haijun Li:
Finding the Optimal Feature Representations for Bayesian Network Learning. 865-870 - Shulin Wang, Ji Wang, Huowang Chen, Shutao Li:
Feature Extraction and Classification of Tumor Based on Wavelet Package and Support Vector Machines. 871-878 - Su Wang, Bo Meng:
Resource Allocation and Scheduling Problem Based on Genetic Algorithm and Ant Colony Optimization. 879-886 - Weixing Wang:
Image Classification and Segmentation for Densely Packed Aggregates. 887-894 - Ling-Yin Wei, Man-Kwan Shan:
Mining Temporal Co-orientation Pattern from Spatio-temporal Databases. 895-903 - Yimin Wen, Bao-Liang Lu
Incremental Learning of Support Vector Machines by Classifier Combining. 904-911 - Daya C. Wimalasuriya, Sridhar Ramachandran, Dejing Dou:
Clustering Zebrafish Genes Based on Frequent-Itemsets and Frequency Levels. 912-920 - Jung-Im Won
A Practical Method for Approximate Subsequence Search in DNA Databases. 921-931 - Chen Wu, Quan Zhang:
An Information Retrieval Model Based on Semantics. 932-939 - Hu Wu, Yongji Wang, Xiaoyong Huai:
AttributeNets: An Incremental Learning Method for Interpretable Classification. 940-947 - Jing Wu, Pin Zhang, Zhang Xiong, Hao Sheng:
Mining Personalization Interest and Navigation Patterns on Portal. 948-955 - Ke Wu, Bao-Liang Lu
Cross-Lingual Document Clustering. 956-963 - Peng Wu, Yuehui Chen:
Grammar Guided Genetic Programming for Flexible Neural Trees Optimization. 964-971 - Shu Wu, Qingshan Jiang, Joshua Zhexue Huang:
A New Initialization Method for Clustering Categorical Data. 972-980 - Zhili Wu, Chun-hung Li:
L0-Constrained Regression for Data Mining. 981-988 - Xiaoli Li, Fang Cao, Yong He:
Application of Hybrid Pattern Recognition for Discriminating Paddy Seeds of Different Storage Periods Based on Vis/NIRS. 989-996 - Bin Xu, Danny Z. Chen:
Density-Based Data Clustering Algorithms for Lower Dimensions Using Space-Filling Curves. 997-1005 - Limin Xu, Zhenmin Tang
Transformation-Based GMM with Improved Cluster Algorithm for Speaker Identification. 1006-1014 - Shengliang Xu, Shenghua Bao, Yong Yu, Yunbo Cao:
Using Social Annotations to Smooth the Language Model for IR. 1015-1021 - Hong Yang, Jianxin Liu, Zhong Li:
Affection Factor Optimization in Data Field Clustering. 1022-1028 - Dongyi Ye, Zhaojiong Chen, Jiankun Liao:
A New Algorithm for Minimum Attribute Reduction Based on Binary Particle Swarm Optimization with Vaccination. 1029-1036 - Luh Yen, François Fouss
Graph Nodes Clustering Based on the Commute-Time Kernel. 1037-1045 - Ying Yin, Yuhai Zhao, Bin Zhang:
Identifying Synchronous and Asynchronous Co-regulations from Time Series Gene Expression Data. 1046-1054 - Kui Yu, Hao Wang, Xindong Wu:
A Parallel Algorithm for Learning Bayesian Networks. 1055-1063 - Ting Yu, Simeon J. Simoff, Donald Stokes:
Incorporating Prior Domain Knowledge into a Kernel Based Feature Selection Algorithm. 1064-1071 - Bin Zhang, Wen Jun Yin, Ming Xie, Jin Dong:
Geo-spatial Clustering with Non-spatial Attributes and Geographic Non-overlapping Constraint: A Penalized Spatial Distance Measure. 1072-1079 - Chengqi Zhang
GBKII: An Imputation Method for Missing Values. 1080-1087 - Lijuan Zhang, Zhoujun Li, Huowang Chen:
An Effective Gene Selection Method Based on Relevance Analysis and Discernibility Matrix. 1088-1095 - Nan Zhang:
Towards Comprehensive Privacy Protection in Data Clustering. 1096-1104 - Xueping Zhang, Jiayao Wang, Mingguang Wu, Yi Cheng:
A Novel Spatial Clustering with Obstacles Constraints Based on Particle Swarm Optimization and K-Medoids. 1105-1113 - Junhua Zhao, Xue Li
Online Rare Events Detection. 1114-1121 - Qiang Zhao, Hua Chen, Zhi Geng:
Structural Learning About Independence Graphs from Multiple Databases. 1122-1130 - Renliang Zhao, Jiatian Li:
An Effective Method For Calculating Natural Adjacency Relation in Spatial Database. 1131-1139 - Weidong Zhao, Weihui Dai, Chunbin Tang:
K-Centers Algorithm for Clustering Mixed Type Data. 1140-1147 - Li-Juan Zhou, Zhitang Li, Hao Tu:
Proposion and Analysis of a TCP Feature of P2P Traffic. 1148-1155
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