2. ADMA 2006:
Xi'an,
China
Xue Li, Osmar R. Zaïane, Zhanhuai Li (Eds.):
Advanced Data Mining and Applications, Second International Conference, ADMA 2006, Xi'an, China, August 14-16, 2006, Proceedings.
Lecture Notes in Computer Science 4093 Springer 2006, ISBN 3-540-37025-0 BibTeX
Invited Papers
Association Rules
- Xin Li, Zhi-Hong Deng, Shiwei Tang:
A Fast Algorithm for Maintenance of Association Rules in Incremental Databases.
56-63
Electronic Edition (link) BibTeX
- Mehmet Kaya, Reda Alhajj:
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules.
64-71
Electronic Edition (link) BibTeX
- Zhuohua Duan, Zixing Cai, Yan Lv:
Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results.
72-79
Electronic Edition (link) BibTeX
- Olfa Nasraoui, Suchandra Goswami:
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance.
80-91
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- Jinlong Wang, Congfu Xu, Hongwei Dan, Yunhe Pan:
SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases.
92-99
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- Xiangjun Dong, Fengrong Sun, Xiqing Han, Ruilian Hou:
Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test.
100-109
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- Zhongmei Zhou, Zhaohui Wu, Chunshan Wang, Yi Feng:
Efficiently Mining Maximal Frequent Mutually Associated Patterns.
110-117
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- Zhongmei Zhou, Zhaohui Wu, Chunshan Wang, Yi Feng:
Efficiently Mining Mutually and Positively Correlated Patterns.
118-125
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Classification
- Shuqin Wang, Jinmao Wei, Junping You, Dayou Liu:
ComEnVprs: A Novel Approach for Inducing Decision Tree Classifiers.
126-134
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- Rob Law, Thomas Bauer, Karin Weber, Tony Tse:
Towards a Rough Classification of Business Travelers.
135-142
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- Dingfei Ge, Xiao Qu:
Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification.
143-149
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- Yatong Zhou, Taiyi Zhang, Jiancheng Sun:
Music Style Classification with a Novel Bayesian Model.
150-156
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- Wen Yang, Hao Wang, Yongfeng Cao, Haijian Zhang:
Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering.
157-164
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- Daniel Neagu, Gongde Guo, Shanshan Wang:
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining.
165-172
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- YongHong Tian, Tiejun Huang, Wen Gao:
Robust Collective Classification with Contextual Dependency Network Models.
173-180
Electronic Edition (link) BibTeX
- Hongli Xu, De Xu, Fangshi Wang:
User-Centered Image Semantics Classification.
181-188
Electronic Edition (link) BibTeX
- Miyoung Shin:
A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications.
189-196
Electronic Edition (link) BibTeX
- Qun Song, Tianmin Ma, Nikola Kasabov:
TTLSC - Transductive Total Least Square Model for Classification and Its Application in Medicine.
197-204
Electronic Edition (link) BibTeX
- Wei Wu, Jianzhong Zhou, Li Mo, Chengjun Zhu:
Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines.
205-212
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- Yiqing Tu, Gang Li, Honghua Dai:
Integrating Local One-Class Classifiers for Image Retrieval.
213-222
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- Jingli Lu, Ying Yang, Geoffrey I. Webb:
Incremental Discretization for Naïve-Bayes Classifier.
223-238
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- Lei Duan, Changjie Tang, Tianqing Zhang, Dagang Wei, Huan Zhang:
Distance Guided Classification with Gene Expression Programming.
239-246
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- Hong Li, Rui Zhao, Jianer Chen, Yao Xiang:
Research on Multi-valued and Multi-labeled Decision Trees.
247-254
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Clustering
- Zhong Qu, Lian Wang:
A Spatial Clustering Algorithm Based on SOFM.
255-262
Electronic Edition (link) BibTeX
- Min Wang, Aiping Wang, Anbo Li:
Mining Spatial-temporal Clusters from Geo-databases.
263-270
Electronic Edition (link) BibTeX
- Guojun Gan, Jianhong Wu, Zijiang Yang:
A Fuzzy Subspace Algorithm for Clustering High Dimensional Data.
271-278
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- Won-Jung Yoon, Sang-Hun Oh, Kyu-Sik Park:
Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering.
279-283
Electronic Edition (link) BibTeX
- Tianming Hu, Liping Liu, Chao Qu, Sam Yuan Sung:
Joint Cluster Based Co-clustering for Clustering Ensembles.
284-295
Electronic Edition (link) BibTeX
- Guandong Xu, Yanchun Zhang, Rezaul Begg:
Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques.
296-307
Electronic Edition (link) BibTeX
- Huilan Luo, Fansheng Kong, Yixiao Li:
Combining Multiple Clusterings Via k-Modes Algorithm.
308-315
Electronic Edition (link) BibTeX
- Ke-Bing Zhang, Mehmet A. Orgun, Kang Zhang:
HOV3: An Approach to Visual Cluster Analysis.
316-327
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- William-Chandra Tjhi, Lihui Chen:
A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters.
328-339
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- Jun Sun, Wenbo Xu, Bin Ye:
Quantum-Behaved Particle Swarm Optimization Clustering Algorithm.
340-347
Electronic Edition (link) BibTeX
- Huilan Luo, Fansheng Kong, Yixiao Li:
Clustering Mixed Data Based on Evidence Accumulation.
348-355
Electronic Edition (link) BibTeX
- Yuhai Zhao, Guoren Wang, Ying Yin, Guangyu Xu:
Mining Maximal Local Conserved Gene Clusters from Microarray Data.
356-363
Electronic Edition (link) BibTeX
Novel Algorithms
- Huaxiang Zhang, Peide Liu:
A Novel P2P Information Clustering and Retrieval Mechanism.
364-371
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- Sung Ho Ha, Sung Min Bae:
Keeping Track of Customer Life Cycle to Build Customer Relationship.
372-379
Electronic Edition (link) BibTeX
- HeSuan Hu, ZhiWu Li, Anrong Wang:
Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets.
380-387
Electronic Edition (link) BibTeX
- Yanping Lv, Shaozi Li, Changle Zhou, Wenzhong Guo, Zhengming Xu:
Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP).
388-395
Electronic Edition (link) BibTeX
- Shuzhong Yang, Siwei Luo, Jianyu Li:
A Novel Visual Clustering Algorithm for Finding Community in Complex Network.
396-403
Electronic Edition (link) BibTeX
- Bo Yang:
Self-Organizing Network Evolving Model for Mining Network Community Structure.
404-415
Electronic Edition (link) BibTeX
- David Da Costa, Gilles Venturini:
An Interactive Visualization Environment for Data Exploration Using Points of Interest.
416-423
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- Tae Hyup Roh:
Forecasting the Volatility of Stock Price Index.
424-435
Electronic Edition (link) BibTeX
- Tran Minh Quang, Shigeru Oyanagi, Katsuhiro Yamazaki:
ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns.
436-447
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- Shuang-Cheng Wang, Xiao-Lin Li, Hai-Yan Tang:
Learning Bayesian Networks Structure with Continuous Variables.
448-456
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- Peng Liu, Naijun Wu, Jiaxian Zhu, Junjie Yin, Wei Zhang:
A Unified Strategy of Feature Selection.
457-464
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- Keunjoon Lee, Jinu Joo, Jihoon Yang, Vasant Honavar:
Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm.
465-472
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- Zhi He, Shengfeng Tian, Houkuan Huang:
OMVD: An Optimization of MVD.
473-484
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- Maojin Jiang, Shlomo Argamon, Abdur Chowdhury, Kush Sidhu:
ZED: Explaining Temporal Variations in Query Volume.
485-492
Electronic Edition (link) BibTeX
- Ming Leng, Songnian Yu:
An Effective Multi-level Algorithm for Bisecting Graph.
493-500
Electronic Edition (link) BibTeX
- Sanghack Lee, Jihoon Yang, Sungyong Park:
A New Polynomial Time Algorithm for Bayesian Network Structure Learning.
501-508
Electronic Edition (link) BibTeX
- Ming-Hua Yang, Zhi-Min Gu:
Personalized Recommendation Based on Partial Similarity of Interests.
509-516
Electronic Edition (link) BibTeX
- Jan Peter Patist:
A Fast Implementation of the EM Algorithm for Mixture of Multinomials.
517-524
Electronic Edition (link) BibTeX
- Xiaoli Li, Yong He:
A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy.
525-532
Electronic Edition (link) BibTeX
- Yao Chen, Yuntao Qian:
Semi-supervised Dynamic Counter Propagation Network.
533-541
Electronic Edition (link) BibTeX
- Guanghui Yan, Zhanhuai Li, Liu Yuan:
The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique.
542-549
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- Peter Schenkel, Wanqing Li, Wanquan Liu:
Feature Selection for Complex Patterns.
550-557
Electronic Edition (link) BibTeX
- Zhipeng Xie:
Naïve Bayesian Tree Pruning by Local Accuracy Estimation.
558-565
Electronic Edition (link) BibTeX
- Jong Hwan Suh, Sang Park:
A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology.
566-573
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- Jangsun Baek, Young Sook Son:
Local Linear Logistic Discriminant Analysis with Partial Least Square Components.
574-581
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- Longbing Cao:
Activity Mining: Challenges and Prospects.
582-593
Electronic Edition (link) BibTeX
- Gang Li, Dong Liu, Yiqing Tu, Yangdong Ye:
Finding the Optimal Cardinality Value for Information Bottleneck Method.
594-605
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- Li Wan, Bin Wu, Nan Du, Qi Ye, Ping Chen:
A New Algorithm for Enumerating All Maximal Cliques in Complex Network.
606-617
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- Ding Pan:
Modeling and Mining the Rule Evolution.
618-625
Electronic Edition (link) BibTeX
- Qihe Liu, Leiting Chen, Jianzhong Zhang, Fan Min:
Knowledge Reduction in Inconsistent Decision Tables.
626-635
Electronic Edition (link) BibTeX
Text Mining
- Chong Huang, YongHong Tian, Tiejun Huang, Wen Gao:
Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining.
636-643
Electronic Edition (link) BibTeX
- Yan Zheng, Xiaochun Cheng, Ronghuai Huang, Yi Man:
A Comparative Study on Text Clustering Methods.
644-651
Electronic Edition (link) BibTeX
- Ping Gu, Qingsheng Zhu, Xiping He:
Concept Based Text Classification Using Labeled and Unlabeled Data.
652-660
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- Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Learning Semantic User Profiles from Text.
661-672
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Multimedia Mining
Sequential Data Mining and Time Series Mining
- Ming-Yen Lin, Sue-Chen Hsueh, Chia-Wen Chang:
Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes.
693-701
Electronic Edition (link) BibTeX
- Yang Jin, Wanli Zuo:
Multi-dimensional Sequential Pattern Mining Based on Concept Lattice.
702-710
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- Linjun Yin, Guoren Wang, Keming Mao, Yuhai Zhao:
Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data.
711-722
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- Haijie Gu, Gang Rong:
Mining Delay in Streaming Time Series of Industrial Process.
723-730
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- Guangjie Ling, Yuntao Qian, Sen Jia:
Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling.
731-740
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- Dan Sun, Jun Meng, Zongyuan He:
Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique.
741-748
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- Jun Meng, Dan Sun, Zhiyong Li:
Applications of Data Mining Time Series to Power Systems Disturbance Analysis.
749-760
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- Lei Chang, Dongqing Yang, Shiwei Tang, Tengjiao Wang:
Mining Compressed Sequential Patterns.
761-768
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- Jun Hua Zhao, Zhao Yang Dong, Zhao Xu:
Effective Feature Preprocessing for Time Series Forecasting.
769-781
Electronic Edition (link) BibTeX
- Jianrong Hou, Hui Zhao, Pei Huang:
On Similarity of Financial Data Series Based on Fractal Dimension.
782-789
Electronic Edition (link) BibTeX
Web Mining
Biomedical Mining
- Yutao Ma, Yonghong Peng:
Co-expression Gene Discovery from Microarray for Integrative Systems Biology.
809-818
Electronic Edition (link) BibTeX
- Heon Gyu Lee, Kiyong Noh, Bum Ju Lee, Ho-Sun Shon, Keun Ho Ryu:
Cardiovascular Disease Diagnosis Method by Emerging Patterns.
819-826
Electronic Edition (link) BibTeX
- Phasit Charoenkwan, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Sakarindr Bhumiratana:
DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion.
827-834
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- Jeerayut Chaijaruwanich, Jamlong Khamphachua, Sukon Prasitwattanaseree, Saradee Warit, Prasit Palittapongarnpim:
Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections.
835-844
Electronic Edition (link) BibTeX
- Cong Phuong Nguyen, Thi Ngoc Yen Pham, Eric Castelli:
First Steps to an Audio Ontology-Based Classifier for Telemedicine.
845-855
Electronic Edition (link) BibTeX
- Ashkan Sami:
Obstacles and Misunderstandings Facing Medical Data Mining.
856-863
Electronic Edition (link) BibTeX
- Shulin Wang, Ji Wang, Huowang Chen, Boyun Zhang:
SVM-Based Tumor Classification with Gene Expression Data.
864-870
Electronic Edition (link) BibTeX
- Wagner R. Weinert, Heitor S. Lopes:
GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming.
871-880
Electronic Edition (link) BibTeX
Advanced Applications
- Shuguang Zhao, Mingying Zhao, Jin Li, Change Wang:
CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits.
881-888
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- Rayner Alfred, Dimitar Kazakov:
Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making.
889-898
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- Marlon Núñez, Rafael Morales:
Extreme Value Dependence in Problems with a Changing Causation Structure.
899-910
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- Jong-Min Kim, Hwan-Seok Yang:
A Study on Object Recognition Technology Using PCA in the Variable Illumination.
911-918
Electronic Edition (link) BibTeX
- Yanbing Liu, Menghao Wang:
Pattern Recurring in Three-Dimensional Graph Based on Data Mining.
919-926
Electronic Edition (link) BibTeX
- Zhenhua Huang, Wei Wang:
Mining the Useful Skyline Set Based on the Acceptable Difference.
927-933
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- Jinkang Jia, Changjia Chen:
Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement.
934-946
Electronic Edition (link) BibTeX
- Jie Sun, Xiao-Feng Hui:
Financial Distress Prediction Based on Similarity Weighted Voting CBR.
947-958
Electronic Edition (link) BibTeX
- Jae Sik Lee, Jin Chun Lee:
Customer Churn Prediction by Hybrid Model.
959-966
Electronic Edition (link) BibTeX
- Qing Li, Licheng Jiao:
Base Vector Selection for Kernel Matching Pursuit.
967-976
Electronic Edition (link) BibTeX
- R. Pradeep Kumar, P. Nagabhushan:
WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA .
977-984
Electronic Edition (link) BibTeX
- Yue Zhao, Ciwen Xu, Yongcun Cao:
Research on Query-by-Committee Method of Active Learning and Application.
985-991
Electronic Edition (link) BibTeX
- Yantao Pan, Wei Peng, Xicheng Lu:
Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks.
992-999
Electronic Edition (link) BibTeX
- Haiyan Cen, Yidan Bao, Min Huang, Yong He:
Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra.
1000-1007
Electronic Edition (link) BibTeX
- Tingting He, Guozhong Qu, Siwei Li, Xinhui Tu, Yong Zhang, Han Ren:
Semi-automatic Hot Event Detection.
1008-1016
Electronic Edition (link) BibTeX
Security and Privacy Issues
Spatial Data Mining
Streaming Data Mining
Copyright © Wed Jul 23 15:56:10 2008
by Michael Ley (ley@uni-trier.de)
