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ORCID1st ADMA 2005: Wuhan, China
- Xue Li, Shuliang Wang, Zhao Yang Dong:
Advanced Data Mining and Applications, First International Conference, ADMA 2005, Wuhan, China, July 22-24, 2005, Proceedings. Lecture Notes in Computer Science 3584, Springer 2005, ISBN 3-540-27894-X
Keynote Papers
- David L. Olson, Desheng Wu:
Decision Making with Uncertainty and Data Mining. 1-9 - Deyi Li, Guisheng Chen, Baohua Cao:
Complex Networks and Networked Data Mining. 10-12 - Chengqi Zhang
, Shichao Zhang:
In-Depth Data Mining and Its Application in Stock Market. 13 - Osmar R. Zaïane:
Relevance of Counting in Data Mining Tasks. 14-18
Invited Papers
- Wei Wang, Diep Bich Do, Xuemin Lin:
Term Graph Model for Text Classification. 19-30 - Yanchun Zhang, Guandong Xu, Xiaofang Zhou:
A Latent Usage Approach for Clustering Web Transaction and Building User Profile. 31-42
Association Rules
- Qiang Tong, Baoping Yan, Yuanchun Zhou:
Mining Quantitative Association Rules on Overlapped Intervals. 43-50 - Yang Bo He, Zhi Geng, Xun Liang:
An Approach to Mining Local Causal Relationships from Databases. 51-58 - Siti Hairulnita Selamat, Mustafa Mat Deris, Rabiei Mamat, Zuriana Abu Bakar:
Mining Least Relational Patterns from Multi Relational Tables. 59-66 - Mohammad El-Hajj, Osmar R. Zaïane:
Finding All Frequent Patterns Starting from the Closure. 67-74 - Reda Alhajj, Mehmet Kaya:
Multiagent Association Rules Mining in Cooperative Learning Systems. 75-87 - Kesaraporn Techapichetvanich, Amitava Datta:
VisAR : A New Technique for Visualizing Mined Association Rules. 88-95 - Ping Guo, Yang Zhou, Jun Zhuang, Ting Chen, Yan-Rong Kang:
An Efficient Algorithm for Mining Both Closed and Maximal Frequent Free Subtrees Using Canonical Forms. 96-107
Classification
- Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno:
E-CIDIM: Ensemble of CIDIM Classifiers. 108-117 - Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin:
Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine. 118-129 - Jian Chen, Jian Yin, Jin Huang:
Mining Correlated Rules for Associative Classification. 130-140 - Hyontai Sug:
A Comprehensively Sized Decision Tree Generation Method for Interactive Data Mining of Very Large Databases. 141-148 - Xiaohua Sun, Fansheng Kong, Xiaobing Yang, Song Ye:
Using Latent Class Models for Neighbors Selection in Collaborative Filtering. 149-156 - Yubo Yuan, Tingzhu Huang:
A Polynomial Smooth Support Vector Machine for Classification. 157-164 - Renpu Li, Dao Huang:
Reducts in Incomplete Decision Tables. 165-174 - Liangxiao Jiang, Harry Zhang, Jiang Su:
Learning k-Nearest Neighbor Naive Bayes for Ranking. 175-185 - Liangxiao Jiang, Harry Zhang, Zhihua Cai, Jiang Su:
One Dependence Augmented Naive Bayes. 186-194
Clustering
- Guojun Gan, Zijiang Yang, Jianhong Wu:
A Genetic k-Modes Algorithm for Clustering Categorical Data. 195-202 - Lukui Shi, Pilian He:
A Fast Fuzzy Clustering Algorithm for Large-Scale Datasets. 203-208 - Yongguo Liu, Yan Liu, Kefei Chen:
Clustering with Noising Method. 209-216 - Chengying Mao, Yansheng Lu:
Extracting the Representative Failure Executions via Clustering Analysis Based on Markov Profile Model. 217-224 - Weimin Ma, Guoqing Chen:
Improvement on the Approximation Bound for Fuzzy-Neural Networks Clustering Method with Gaussian Membership Function. 225-231 - Can Yang, Jun Meng:
Optimal Fuzzy Modeling Based on Minimum Cluster Volume. 232-239 - Bo Han, Lishan Kang, Huazhu Song:
An Efficient Clustering Approach for Large Document Collections. 240-247 - Hua Yan, Lei Zhang, Zhang Yi:
Clustering Categorical Data Using Coverage Density. 248-255
Novel Algorithms
- Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiuling Xu:
A New Support Vector Machine for Data Mining. 256-266 - Degang Chen, Qiang He, Xizhao Wang:
The Infinite Polynomial Kernel for Support Vector Machine. 267-275 - Yanbing Liu, Hong Tang, Menghao Wang, Shixin Sun:
Routing Attribute Data Mining Based on Rough Set Theory. 276-283 - Weijin Jiang, Yusheng Xu, Yuhui Xu:
A Novel Data Mining Method Based on Ant Colony Algorithm. 284-291 - Yan Xing, Michael G. Madden, Jim Duggan, Gerard Lyons:
Context-Sensitive Regression Analysis for Distributed Data. 292-299 - Yu Zhao, Bing Li, Xiu Li, Wenhuang Liu, Shouju Ren:
Customer Churn Prediction Using Improved One-Class Support Vector Machine. 300-306 - Xiaoyan Liu, Huaiqing Wang, Dongming Xu:
The Application of Adaptive Partitioned Random Search in Feature Selection Problem. 307-314 - Marek Wojciechowski, Maciej Zakrzewicz:
Heuristic Scheduling of Concurrent Data Mining Queries. 315-322 - Chuanhuan Yin, Shengfeng Tian, Shaomin Mu:
Using Gap-Insensitive String Kernel to Detect Masquerading. 323-330 - Yugang Tian, Peijun Shi, Xinzhou Wang, Kun Qin:
A New Method for Linear Ill-Posed Problems: Iteration Method by Rectifying Eigenvalue. 331-338
Text Mining
- Zhi-Hong Deng, Shi-Wei Tang:
A Non-VSM kNN Algorithm for Text Classification. 339-346 - Xiangwei Liu, Pilian He:
A Study on Text Clustering Algorithms Based on Frequent Term Sets. 347-354 - Xiaoyun Chen, Yi Chen, Ronglu Li, Yunfa Hu:
An Improvement of Text Association Classification Using Rules Weights. 355-363 - Xiaochun Huang, Jian Chen, Puliu Yan, Xin Luo:
Word Segmentation and POS Tagging for Chinese Keyphrase Extraction. 364-369 - Marco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro:
Learning User Profiles from Text in e-Commerce. 370-381
Multimedia Mining
- Cheng Zeng, Jiaheng Cao, Ying Fang, Pei Du:
Data Mining Based on Objects in Video Flow with Dynamic Background. 382-390 - Jianguo Tang, Wenyin Zhang, Chao Li:
An Approach to Compressed Image Retrieval Based on JPEG2000 Framework. 391-399 - Fuyuan Peng, Yan Tian, Xi Yu, Guohua Xu, Qian Xia:
Target Segmentation and Feature Extraction for Undersea Image Based on Function Transformation. 400-406 - Zhong Qu, Junhao Wen, Dan Yang, Ling Xu, Yu Wu:
ART in Image Reconstruction with Narrow Fan-Beam Based on Data Mining. 407-414 - Wenming Cao, Xiaoxia Pan, Shoujue Wang, Jing Hu:
Digits Speech Recognition Based on Geometrical Learning. 415-422 - Xianmin Wang, Zequn Guan, Chenhan Wu:
A Novel Information Hiding Technique for Remote Sensing Image. 423-430 - Junqing Yu, Yunfeng He, Shijun Li:
Content-Based News Video Mining. 431-438 - Xiangyu Yu, Hong Sun:
Automatic Image Registration via Clustering and Convex Hull Vertices Matching. 439-445 - Lin Wang, Hongmin Suo, Mo Dai:
Fingerprint Image Segmentation Based on Gaussian-Hermite Moments. 446-454
Sequential Data Mining and Time Series Mining
- Shijie Song, Huaping Hu, Shiyao Jin:
HVSM: A New Sequential Pattern Mining Algorithm Using Bitmap Representation. 455-463 - Lifang Liu, Hongwei Huo, Bao-Shu Wang:
HGA-COFFEE : Aligning Multiple Sequences by Hybrid Genetic Algorithm. 464-473 - Edmond H. C. Wu, Philip L. H. Yu:
Independent Component Analysis for Clustering Multivariate Time Series Data. 474-482 - Guiling Zhang, Jizhou Sun:
Applying Fuzzy Neural Network to Intrusion Detection Based on Sequences of System Calls. 483-490
Web Mining
- Wenbin Hu, Bo Meng:
Design and Implementation of Web Mining System Based on Multi-agent. 491-498 - Yunfeng Li, Yukun Cao, Qingsheng Zhu, Zhengyu Zhu:
A Novel Framework for Web Page Classification Using Two-Stage Neural Network. 499-506 - Rob Law:
Fuzzy Evaluation of Hotel Websites. 507-514 - Ching-Cheng Lee, Rashmi Prabhakara:
Querying Web Images by Topic and Example Specification Methods. 515-526 - Qingzhang Chen, Jianghong Han, Yungang Lai, Wenxiu He, Keji Mao:
The Research on Fuzzy Data Mining Applied on Browser Records. 527-535 - Xia Chen, Minqiang Li, Wei Zhao, Ding-Yi Chen:
Discovering Conceptual Page Hierarchy of a Web Site from User Traversal History. 536-543
Biomedical Mining
- Jianlin Shao, Dong Xu, Lanzhou Wang, Yifei Wang:
Bayesian Neural Networks for Prediction of Protein Secondary Structure. 544-551 - Tao Li, Chuanbo Chen:
PromPredictor: A Hybrid Machine Learning System for Recognition and Location of Transcription Start Sites in Human Genome. 552-563 - Yonghong Peng:
Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification. 564-574 - Lingjun Meng, Peter van der Putten, Haiyang Wang:
A Comprehensive Benchmark of the Artificial Immune Recognition System (AIRS). 575-582 - Peng Liu, Elia El-Darzi, Lei Lei, Christos Vasilakis, Panagiotis Chountas, Wei Huang:
An Analysis of Missing Data Treatment Methods and Their Application to Health Care Dataset. 583-590 - Xuan Liu, Hongmei He, Ondrej Sýkora:
Parallel Genetic Algorithm and Parallel Simulated Annealing Algorithm for the Closest String Problem. 591-597 - Haiwei Pan, Jianzhong Li, Wei Zhang:
Mining Interesting Association Rules in Medical Images. 598-609 - Ricco Rakotomalala, Faouzi Mhamdi, Mourad Elloumi:
Hybrid Feature Ranking for Proteins Classification. 610-617 - Yan-Fu Li, Juan Liu:
Predicting Subcellular Localization of Proteins Using Support Vector Machine with N-Terminal Amino Composition. 618-625
Advanced Applications
- Xiaoxing Zhang, Haijun Ren, Yuming Liu, Qiyun Cheng, Caixin Sun:
The Dynamic Character Curve Adjusting Model of Electric Load Based on Data Mining Theory. 626-633 - Wu Yang, Xiao-chun Yun, Yongtian Yang:
Using Boosting Learning Method for Intrusion Detection. 634-641 - Chengwan He, Fei He, Keqing He, Jin Liu, Wenjie Tu:
RoleOf Relationship and Its Meta Model for Design Pattern Instantiation. 642-653 - Yongjun Zhang:
Automatic Inspection of Industrial Sheetmetal Parts with Single Non-metric CCD Camera. 654-661 - Il-Joo Shim, Kyung-Bae Chang, Ki-Hyung Yu, Dong-Woo Cho, Kyoo-Dong Song, Gwi-Tae Park:
An Advanced Implementation of a Distributed Control Scheme Based on LonWorks System over IP Networks. 662-669 - Huazhu Song, Luo Zhong, Bo Han:
Structural Damage Detection by Integrating Independent Component Analysis and Support Vector Machine. 670-677 - Ming Li, Ronan Sleep:
An LZ78 Based String Kernel. 678-689 - Bin Liu, Deyi Li, Jin Liu, Fei He:
Classifying Class and Finding Community in UML Metamodel Network. 690-695 - Xin Xu, Xuening Wang:
An Adaptive Network Intrusion Detection Method Based on PCA and Support Vector Machines. 696-703 - Jingwei Huang, Qingfeng Fan, Qiongli Wu, Yanxiang He:
Improved Grid Information Service Using the Idea of File-Parted Replication. 704-711 - Lianmei Zhang, Shihong Chen, Qiping Hu:
Dynamic Shape Modeling of Consumers' Daily Load Based on Data Mining. 712-719 - Jinsong Gao, Wen Zhang, Zequn Guan:
A Study on the Mechanism of Virtual SAN-Based Spatial Data Storage with Double-Thoroughfare in Grid. 720-727 - Zhijun Rong, Binbin Dan, Jiangang Yi:
A BP Neural Network Predictor Model for Desulfurizing Molten Iron. 728-735 - Qiping Hu:
A Flexible Report Architecture Based on Association Rules Mining. 736-743
Security and Privacy Issues
- Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang:
Privacy Preserving Naive Bayes Classification. 744-752 - Xia Chen, Maria E. Orlowska:
A Further Study on Inverse Frequent Set Mining. 753-760
Spatial Data Mining
- Xun Liang:
Mathematical Analysis of Classifying Convex Clusters Based on Support Functionals. 761-768 - Min Wang, Jiancheng Luo, Chenghu Zhou:
Linear Belts Mining from Spatial Database with Mathematical Morphological Operators. 769-776 - Zhenfeng Shao, Deren Li:
Spatial Information Multi-grid for Data Mining. 777-784 - Peng-gen Cheng:
A Uniform Framework of 3D Spatial Data Model and Data Mining from the Model. 785-791 - Hanning Yuan, Wenzhong Shi, Jiabing Sun:
Mining Standard Land Price with Tension Spline Function. 792-803
Streaming Data Mining
- Lifeng Jia, Zhe Wang, Chunguang Zhou, Xiujuan Xu:
Mining Recent Frequent Itemsets in Data Streams by Radioactively Attenuating Strategy. 804-811 - Vasudha Bhatnagar, Sarabjeet Kaur Kochhar:
User Subjectivity in Change Modeling of Streaming Itemsets. 812-823 - Yansheng Lu, Yufen Sun, Guiping Xu, Gang Liu:
A Grid-Based Clustering Algorithm for High-Dimensional Data Streams. 824-831
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