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El. knyga: Advanced Data Mining and Applications: 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I

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  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 7120
  • Išleidimo metai: 15-Dec-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642258534
Kitos knygos pagal šią temą:
Advanced Data Mining and Applications: 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part IDidesnis paveikslėlis
  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 7120
  • Išleidimo metai: 15-Dec-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642258534
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The two-volume set LNAI 7120 and LNAI 7121 constitutes the refereed proceedings of the 7th International Conference on Advanced Data Mining and Applications, ADMA 2011, held in Beijing, China, in December 2011. The 35 revised full papers and 29 short papers presented together with 3 keynote speeches were carefully reviewed and selected from 191 submissions. The papers cover a wide range of topics presenting original research findings in data mining, spanning applications, algorithms, software and systems, and applied disciplines.
Retrieval in CBR Using a Combination of Similarity and Association Knowledge
1(14)
Yong-Bin Kang
Shonali Krishnaswamy
Arkady Zaslavsky
A Clustering Approach Using Weighted Similarity Majority Margins
15(14)
Raymond Bisdorff
Patrick Meyer
Alexandru-Liviu Olteanu
A False Negative Maximal Frequent Itemset Mining Algorithm over Stream
29(13)
Haifeng Li
Ning Zhang
A Graph Enrichment Based Clustering over Vertically Partitioned Data
42(13)
Khalid Benabdeslem
Brice Effantin
Haytham Elghazel
A Method for Finding Groups of Related Herbs in Traditional Chinese Medicine
55(14)
Lidong Wang
Yin Zhang
Baogang Wei
Jie Yuan
Xia Ye
A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset
69(14)
Michael Whelan
Nhien-An Le-Khac
M. Tahar Kechadi
A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification
83(14)
Huaxiang Zhang
Zhichao Wang
A Novel Genetic Algorithm for Overlapping Community Detection
97(12)
Yanan Cai
Chuan Shi
Yuxiao Dong
Qing Ke
Bin Wu
A Probabilistic Topic Model with Social Tags for Query Reformulation in Informational Search
109(15)
Yuqing Mao
Haifeng Shen
Chengzheng Sun
A QoS-Aware Web Services Selection Model Using AND/OR Graph
124(14)
Hong Yu
Man Liu
A Tweet-Centric Approach for Topic-Specific Author Ranking in Micro-Blog
138(14)
Shoubin Kong
Ling Feng
An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing
152(10)
Szymon Lukasik
Piotr Kulczycki
An Investigation of Recursive Auto-associative Memory in Sentiment Detection
162(13)
Saeed Danesh
Wei Liu
Tim French
Mark Reynolds
APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags
175(15)
Yu Zong
Guandong Xu
Ping Jin
Yanchun Zhang
EnHong Chen
Rong Pan
Bi-clustering Gene Expression Data Using Co-similarity
190(11)
Syed Fawad Hussain
CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias
201(14)
Jiazhen Nian
Shan Jiang
Congrui Huang
Yan Zhang
Cluster Ensembles via Weighted Graph Regularized Nonnegative Matrix Factorization
215(14)
Liang Du
Xuan Li
Yi-Dong Shen
Continuously Identifying Representatives Out of Massive Streams
229(14)
Qiong Li
Xiuli Ma
Shiwei Tang
Shuiyuan Xie
Cost-Sensitive Decision Tree for Uncertain Data
243(13)
Mingjian Liu
Yang Zhang
Xing Zhang
Yong Wang
Direct Marketing with Fewer Mistakes
256(14)
Eileen A. Ni
Charles X. Ling
Discovering Collective Viewpoints on Micro-blogging Events Based on Community and Temporal Aspects
270(15)
Bin Zhao
Zhao Zhang
Yanhui Gu
Xueqing Gong
Weining Qian
Aoying Zhou
Discriminatory Confidence Analysis in Pattern Mining
285(14)
Russel Pears
Yun Sing Koh
Gillian Dobbie
Dominance-Based Soft Set Approach in Decision-Making Analysis
299(12)
Awang Mohd Isa
Ahmad Nazari Mohd Rose
Mustafa Mat Deris
Efficient Computation of Measurements of Correlated Patterns in Uncertain Data
311(14)
Lisi Chen
Shengfei Shi
Jing Lv
Efficient Subject-Oriented Evaluating and Mining Methods for Data with Schema Uncertainty
325(14)
Yue Wang
Changjie Tang
Tengjiao Wang
Dongqing Yang
Jun Zhu
An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data
339(14)
Guohua Liang
Chengqi Zhang
Exploiting Concept Clumping for Efficient Incremental News Article Categorization
353(14)
Alfred Krzywicki
Wayne Wobcke
Extracting Rocks from Mars Images with Data Fields
367(14)
Shuliang Wang
Yashen Chen
Finding a Wise Group of Experts in Social Networks
381(14)
Hongzhi Yin
Bin Cui
Yuxin Huang
Fully Utilize Feedbacks: Language Model Based Relevance Feedback in Information Retrieval
395(11)
Sheng-Long Lv
Zhi-Hong Deng
Hang Yu
Ning Gao
Jia-Jian Jiang
FXProj - A Fuzzy XML Documents Projected Clustering Based on Structure and Content
406(15)
Tengfei Ji
Xiaoyuan Bao
Dongqing Yang
Author Index 421
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