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3rd ADMA 2007: Harbin, China
- Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaïane:
Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings. Lecture Notes in Computer Science 4632, Springer 2007, ISBN 978-3-540-73870-1
Invited Talk
- Zhi-Hua Zhou:
Mining Ambiguous Data with Multi-instance Multi-label Representation. 1
Regular Papers
- Hui Yang, Hongyan Liu, Jun He:
DELAY : A Lazy Approach for Mining Frequent Patterns over High Speed Data Streams. 2-14 - Darren Davis, Eric Jiang:
Exploring Content and Linkage Structures for Searching Relevant Web Pages. 15-22 - Hao-ming Wang, Ye Guo:
CLBCRA-Approach for Combination of Content-Based and Link-Based Ranking in Web Search. 23-34 - Renpu Li, Yongsheng Zhao, Fuzeng Zhang, Lihua Song:
Rough Sets in Hybrid Soft Computing Systems. 35-44 - Zhitang Li, Aifang Zhang, Dong Li, Li Wang:
Discovering Novel Multistage Attack Strategies. 45-56 - K. Anil Kumar, C. Pandu Rangan:
Privacy Preserving DBSCAN Algorithm for Clustering. 57-68 - Lingyu Sun, Ming Leng, Songnian Yu:
A New Multi-level Algorithm Based on Particle Swarm Optimization for Bisecting Graph. 69-80 - Xianhua Zeng, Siwei Luo:
A Supervised Subspace Learning Algorithm: Supervised Neighborhood Preserving Embedding. 81-88 - Chuang-Cheng Chiu, Chieh-Yuan Tsai:
A k -Anonymity Clustering Method for Effective Data Privacy Preservation. 89-99 - Xuhui Wang, Shengguo Huang, Li Cao, Dinghao Shi, Ping Shu:
LSSVM with Fuzzy Pre-processing Model Based Aero Engine Data Mining Technology. 100-109 - Jing Peng, Changjie Tang, Dongqing Yang, An-long Chen, Lei Duan:
A Coding Hierarchy Computing Based Clustering Algorithm. 110-121 - Xiangjun Dong, Zhendong Niu, Xuelin Shi, Xiaodan Zhang, Donghua Zhu:
Mining Both Positive and Negative Association Rules from Frequent and Infrequent Itemsets. 122-133 - Liangxiao Jiang
, Dianhong Wang, Zhihua Cai, Xuesong Yan:
Survey of Improving Naive Bayes for Classification. 134-145 - P. Krishna Prasad, C. Pandu Rangan:
Privacy Preserving BIRCH Algorithm for Clustering over Arbitrarily Partitioned Databases. 146-157 - Kejia Zhang, Shengfei Shi, Hong Gao, Jianzhong Li:
Unsupervised Outlier Detection in Sensor Networks Using Aggregation Tree. 158-169 - Yuan Lin, Hongyan Liu:
Separator: Sifting Hierarchical Heavy Hitters Accurately from Data Streams. 170-182 - Huaqiang Yuan, Yaxun Wang, Jie Zhang, Wei Tan, Chao Qu, Wenbin He:
Spatial Fuzzy Clustering Using Varying Coefficients. 183-190 - Xue Wang, Sheng Wang, Junjie Ma
Collaborative Target Classification for Image Recognition in Wireless Sensor Networks. 191-202 - Yihui Liu:
Dimensionality Reduction for Mass Spectrometry Data. 203-213 - Rayner Alfred:
The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining. 214-226 - Yi Guo, Paul Wing Hing Kwan
Learning Optimal Kernel from Distance Metric in Twin Kernel Embedding for Dimensionality Reduction and Visualization of Fingerprints. 227-238 - Cheqing Jin, Weibin Guo:
Efficiently Monitoring Nearest Neighbors to a Moving Object. 239-251 - Jiangtao Qiu, Changjie Tang, Tao Zeng, Shaojie Qiao, Jie Zuo, Peng Chen, Jun Zhu:
A Novel Text Classification Approach Based on Enhanced Association Rule. 252-263 - Yang Lan, Daniel Neagu
Applications of the Moving Average of n th -Order Difference Algorithm for Time Series Prediction. 264-275 - Khwunta Kirimasthong, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Chinae Thammarongtham:
Inference of Gene Regulatory Network by Bayesian Network Using Metropolis-Hastings Algorithm. 276-286 - Murat Göksedef, Sule Gündüz Ögüdücü:
A Consensus Recommender for Web Users. 287-299 - Dexian Zhang, Zhixiao Yang, Yanfeng Fan, Ziqiang Wang:
Constructing Classification Rules Based on SVR and Its Derivative Characteristics. 300-309 - Juggapong Natwichai, Maria E. Orlowska, Xingzhi Sun:
Hiding Sensitive Associative Classification Rule by Data Reduction. 310-322 - Lizhen Wang, Junli Lu, Joan Lu
AOG-ags Algorithms and Applications. 323-334 - Hang Guo, Lizhu Zhou:
A Framework for Titled Document Categorization with Modified Multinomial Naivebayes Classifier. 335-344 - Hong Liu, Haodi Feng, Daming Zhu:
Prediction of Protein Subcellular Locations by Combining K-Local Hyperplane Distance Nearest Neighbor. 345-351 - Haiwei Pan, Qilong Han, Xiaoqin Xie, Wei Zhang, Jianzhong Li:
A Similarity Retrieval Method in Brain Image Sequence Database. 352-364 - Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan:
A Criterion for Learning the Data-Dependent Kernel for Classification. 365-376 - Julien Velcin
Topic Extraction with AGAPE. 377-388 - Yubao Liu, Jiarong Cai, Jian Yin, Ada Wai-Chee Fu:
Clustering Massive Text Data Streams by Semantic Smoothing Model. 389-400 - Haifeng Li, Hong Chen:
GraSeq : A Novel Approximate Mining Approach of Sequential Patterns over Data Stream. 401-411 - Feng Liu, Fengzhan Tian, QiLiang Zhu:
A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data. 412-421 - Xunkai Wei, Ying-Hong Li, Yufei Li:
Optimum Neural Network Construction Via Linear Programming Minimum Sphere Set Covering. 422-429 - (Withdrawn) How Investigative Data Mining Can Help Intelligence Agencies to Discover Dependence of Nodes in Terrorist Networks. 430-441
- Peera Liewlom, Thanawin Rakthanmanon, Kitsana Waiyamai:
Prediction of Enzyme Class by Using Reactive Motifs Generated from Binding and Catalytic Sites. 442-453 - Feng Liu, Fengzhan Tian, QiLiang Zhu:
Bayesian Network Structure Ensemble Learning. 454-465 - Xiangqian Wu, David Zhang, Kuanquan Wang, Ning Qi:
Fusion of Palmprint and Iris for Personal Authentication. 466-475 - Cary Sweet, Tansel Özyer, Reda Alhajj:
Enhanced Graph Based Genealogical Record Linkage. 476-487 - Shuliang Wang, Xinzhou Wang:
A Fuzzy Comprehensive Clustering Method. 488-499
Short Papers
- Jing Peng, Dongqing Yang, Changjie Tang, Jing Zhang, Jianjun Hu:
CACS: A Novel Classification Algorithm Based on Concept Similarity. 500-507 - Rob Law, Henry M. K. Mok, Carey Goh:
Data Mining in Tourism Demand Analysis: A Retrospective Analysis. 508-515 - Bo Jin, Hongfei Teng, Yanjun Shi, Fuzheng Qu:
Chinese Patent Mining Based on Sememe Statistics and Key-Phrase Extraction. 516-523 - Xin Xu
Classification of Business Travelers Using SVMs Combined with Kernel Principal Component Analysis. 524-532 - Fengjun Shang:
Research on the Traffic Matrix Based on Sampling Model. 533-544 - Rob Law, Gang Li
A Causal Analysis for the Expenditure Data of Business Travelers. 545-552 - David Da Costa, Gilles Venturini:
A Visual and Interactive Data Exploration Method for Large Data Sets and Clustering. 553-561 - Lay-Ki Soon
Explorative Data Mining on Stock Data - Experimental Results and Findings. 562-569 - Muhammad Akram Shaikh, Jiaxin Wang, Zehong Yang, Yixu Song:
Graph Structural Mining in Terrorist Networks. 570-577 - Oyun-Erdene Namsrai
Characterizing Pseudobase and Predicting RNA Secondary Structure with Simple H-Type Pseudoknots Based on Dynamic Programming. 578-585 - Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan:
Locally Discriminant Projection with Kernels for Feature Extraction. 586-593 - Kwang-Kyu Seo:
A GA-Based Feature Subset Selection and Parameter Optimization of Support Vector Machine for Content - Based Image Retrieval. 594-604 - Komkrit Udommanetanakit, Thanawin Rakthanmanon, Kitsana Waiyamai:
E-Stream: Evolution-Based Technique for Stream Clustering. 605-615 - Morteza Haghir Chehreghani, Hassan Abolhassani:
H-BayesClust: A New Hierarchical Clustering Based on Bayesian Networks. 616-624 - Lili Cheng, Jianpei Zhang, Jing Yang, Jun Ma:
An Improved AdaBoost Algorithm Based on Adaptive Weight Adjusting. 625-632
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