| Description |
1 online resource (xxi, 538 pages) : illustrations |
| Series |
Lecture notes in computer science. Lecture notes in artificial intelligence |
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Lecture notes in computer science, 1611-3349 ; 8346-8347 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence.
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Lecture notes in computer science. Lecture notes in artificial intelligence
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Lecture notes in computer science ; 8347. 0302-9743
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| Contents |
Clustering. Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization / Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang -- A Scalable Approach for General Correlation Clustering / Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang -- A Fast Spectral Clustering Method Based on Growing Vector Quantization for Large Data Sets / Xiujun Wang, Xiao Zheng, Feng Qin, Baohua Zhao -- A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms / Sanguthevar Rajasekaran, Subrata Saha -- Software Clustering Using Automated Feature Subset Selection / Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Mahmood, Sara Shahzad -- The Use of Transfer Algorithm for Clustering Categorical Data / Zhengrong Xiang, Lichuan Ji -- eDARA: Ensembles DARA / Chung Seng Kheau, Rayner Alfred, HuiKeng Lau -- Efficient Mining Maximal Variant and Low Usage Rate Biclusters without Candidate Maintenance in Real Function-Resource Matrix: The DeCluster Algorithm / Lihua Zhang, Miao Wang, Zhengjun Zhai, Guoqing Wang |
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Association Rule Mining. MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining / Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi -- Pattern Mining. Mining Frequent Patterns in Print Logs with Semantically Alternative Labels / Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu -- Minimising K-Dominating Set in Arbitrary Network Graphs / Guangyuan Wang, Hua Wang, Xiaohui Tao, Ji Zhang, Jinhua Zhang -- Regression. Logistic Regression Bias Correction for Large Scale Data with Rare Events / Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang -- An Automatical Moderating System for FML Using Hashing Regression / Peichao Zhang, Minyi Guo -- Batch-to-Batch Iterative Learning Control Based on Kernel Independent Component Regression Model / Ganping Li, Jun Zhao, Fuyang Zhang, Zhizhen Ni -- Prediction. Deep Architecture for Traffic Flow Prediction / Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie |
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Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction / Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng -- Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias / Orlando P. Zacarias, Henrik Boström -- Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation / Juhong Qi, Xiaolong Zhang, Bo Li -- Predicting the Survival Status of Cancer Patients with Traditional Chinese Medicine Symptom Variation Using Logistic Regression Model / Min Wan, Liying Fang, Mingwei Yu, Wenshuai Cheng, Pu Wang -- Feature Extraction. Exploiting Multiple Features for Learning to Rank in Expert Finding / Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lanshan Zhang -- Convolution Neural Network for Relation Extraction / ChunYang Liu, WenBo Sun, WenHan Chao, WanXiang Che -- Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis / YuanLian Cui, MingChui Dong |
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kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set / Md. Geaur Rahman, Md Zahidul Islam -- Identification. Traffic Session Identification Based on Statistical Language Model / Xinyan Lou, Yang Liu, Xiaohui Yu -- Role Identification Based on the Information Dependency Complexity / Weidong Zhao, Haitao Liu, Xi Liu -- Detecting Professional Spam Reviewers / Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng -- Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics / Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen -- Privacy Preservation. Utility Enhancement for Privacy Preserving Health Data Publishing / Lengdong Wu, Hua He, Osmar R. Zaïane -- Optimizing Placement of Mix Zones to Preserve Users' Privacy for Continuous Query Services in Road Networks / Kamenyi Domenic M., Yong Wang, Fengli Zhang, Yankson Gustav, Daniel Adu-Gyamfi .. |
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Applications. Comparison of Cutoff Strategies for Geometrical Features in Machine Learning-Based Scoring Functions / Shirley W.I. Siu, Thomas K.F. Wong, Simon Fong -- Bichromatic Reverse Ranking Query in Two Dimensions / Zhao Zhang, Qiangqiang Kang, Cheqing Jin, Aoying Zhou -- Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function / Li Gao, Weiguo Zhang, Qiang Tang -- Mining Item Popularity for Recommender Systems / Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang -- Exploring an Ichthyoplankton Database from a Freshwater Reservoir in Legal Amazon / Michel de A. Silva, Daniela Queiroz Trevisan, David N. Prata, Elineide E. Marques [and others] -- A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems / Muhammad Marwan Muhammad Fuad -- A Hybrid-Sorting Semantic Matching Method / Kan Li, Wensi Mu, Yong Luan, Shaohua An -- Improving Few Occurrence Feature Performance in Distant Supervision for Relation Extraction / Hui Zhang, Yuanhao Zhao |
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Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set / Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo -- Informed Weighted Random Projection for Dimension Reduction / Jaydeep Sen, Harish Karnick -- Protocol Specification Inference Based on Keywords Identification / Yong Wang, Nan Zhang, Yan-mei Wu, Bin-bin Su -- An Adaptive Collaborative Filtering Algorithm Based on Multiple Features / Yan-Qiu Zhang, Hai-Tao Zheng, Lan-Shan Zhang -- Machine Learning. Ensemble of Unsupervised and Supervised Models with Different Label Spaces / Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li -- Cost-Sensitive Extreme Learning Machine / Enhui Zheng, Cong Zhang, Xueyi Liu, Huijuan Lu, Jian Sun -- Multi-Objective Optimization for Overlapping Community Detection / Jingfei Du, Jianyang Lai, Chuan Shi -- Endmember Extraction by Exemplar Finder / Yi Guo, Junbin Gao, Yanfeng Sun -- EEG-Based User Authentication in Multilevel Security Systems / Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Phung -- A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises / Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen |
| Summary |
The two-volume set LNCS 8346 and 8347 constitutes the thoroughly refereed proceedings of the 9th International Conference on Advanced Data Mining and Applications, ADMA 2013, held in Hangzhou, China, in December 2013. The 32 regular papers and 64 short papers presented in this volume were carefully reviewed and selected from 222 submissions. The papers included in these two volumes cover the following topics: opinion mining, behavior mining, data stream mining, sequential data mining, web mining, image mining, text mining, social network mining, classification, clustering, association rule mining, pattern mining, regression, predication, feature extraction, identification, privacy preservation, applications, and machine learning |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
| In |
(MP) Advanced data mining and applications nnam |
| Subject |
Computer science -- Congresses
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Data mining -- Congresses
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Information storage and retrieval systems -- Congresses
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Artificial intelligence -- Congresses
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Artificial intelligence
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Computer science
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Data mining
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Information storage and retrieval systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Motoda, Hiroshi, editor.
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Wang, Wei, editor
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Yao, Min (Computer scientist), editor.
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Zaïane, Osmar, editor
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Cao, Longbing, 1969- editor.
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Wu, Zhaohui, 1966- editor.
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| ISBN |
9783642539176 |
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3642539173 |
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9783642539169 |
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3642539165 |
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