Advanced data mining and applications : 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013 : proceedings. Part II /
Advanced data mining and applications : 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013 : proceedings. Part II /
ADMA 2013
Hiroshi Motoda, Zhaohui Wu, Longbing Cao, Osmar Zaiane, Min Yao, Wei Wang (eds.).
- 1 online resource (xxi, 538 pages) : illustrations
- Lecture notes in computer science. Lecture notes in artificial intelligence Lecture notes in computer science, 8346-8347 1611-3349 ; LNCS sublibrary. SL 7, Artificial intelligence .
- LNCS sublibrary. SL 7, Artificial intelligence. Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 8347. .
Includes bibliographical references and index.
Clustering. Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization / A Scalable Approach for General Correlation Clustering / A Fast Spectral Clustering Method Based on Growing Vector Quantization for Large Data Sets / A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms / Software Clustering Using Automated Feature Subset Selection / The Use of Transfer Algorithm for Clustering Categorical Data / eDARA: Ensembles DARA / Efficient Mining Maximal Variant and Low Usage Rate Biclusters without Candidate Maintenance in Real Function-Resource Matrix: The DeCluster Algorithm / Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang -- Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang -- Xiujun Wang, Xiao Zheng, Feng Qin, Baohua Zhao -- Sanguthevar Rajasekaran, Subrata Saha -- Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Mahmood, Sara Shahzad -- Zhengrong Xiang, Lichuan Ji -- Chung Seng Kheau, Rayner Alfred, HuiKeng Lau -- Lihua Zhang, Miao Wang, Zhengjun Zhai, Guoqing Wang. Association Rule Mining. MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining / Pattern Mining. Mining Frequent Patterns in Print Logs with Semantically Alternative Labels / Minimising K-Dominating Set in Arbitrary Network Graphs / Regression. Logistic Regression Bias Correction for Large Scale Data with Rare Events / An Automatical Moderating System for FML Using Hashing Regression / Batch-to-Batch Iterative Learning Control Based on Kernel Independent Component Regression Model / Prediction. Deep Architecture for Traffic Flow Prediction / Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi -- Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu -- Guangyuan Wang, Hua Wang, Xiaohui Tao, Ji Zhang, Jinhua Zhang -- Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang -- Peichao Zhang, Minyi Guo -- Ganping Li, Jun Zhao, Fuyang Zhang, Zhizhen Ni -- Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie. Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction / Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias / Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation / Predicting the Survival Status of Cancer Patients with Traditional Chinese Medicine Symptom Variation Using Logistic Regression Model / Feature Extraction. Exploiting Multiple Features for Learning to Rank in Expert Finding / Convolution Neural Network for Relation Extraction / Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis / Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng -- Orlando P. Zacarias, Henrik Boström -- Juhong Qi, Xiaolong Zhang, Bo Li -- Min Wan, Liying Fang, Mingwei Yu, Wenshuai Cheng, Pu Wang -- Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lanshan Zhang -- ChunYang Liu, WenBo Sun, WenHan Chao, WanXiang Che -- YuanLian Cui, MingChui Dong. kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set / Identification. Traffic Session Identification Based on Statistical Language Model / Role Identification Based on the Information Dependency Complexity / Detecting Professional Spam Reviewers / Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics / Privacy Preservation. Utility Enhancement for Privacy Preserving Health Data Publishing / Optimizing Placement of Mix Zones to Preserve Users' Privacy for Continuous Query Services in Road Networks / Md. Geaur Rahman, Md Zahidul Islam -- Xinyan Lou, Yang Liu, Xiaohui Yu -- Weidong Zhao, Haitao Liu, Xi Liu -- Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng -- Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen -- Lengdong Wu, Hua He, Osmar R. Zaïane -- Kamenyi Domenic M., Yong Wang, Fengli Zhang, Yankson Gustav, Daniel Adu-Gyamfi ... Applications. Comparison of Cutoff Strategies for Geometrical Features in Machine Learning-Based Scoring Functions / Bichromatic Reverse Ranking Query in Two Dimensions / Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function / Mining Item Popularity for Recommender Systems / Exploring an Ichthyoplankton Database from a Freshwater Reservoir in Legal Amazon / A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems / A Hybrid-Sorting Semantic Matching Method / Improving Few Occurrence Feature Performance in Distant Supervision for Relation Extraction / Shirley W.I. Siu, Thomas K.F. Wong, Simon Fong -- Zhao Zhang, Qiangqiang Kang, Cheqing Jin, Aoying Zhou -- Li Gao, Weiguo Zhang, Qiang Tang -- Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang -- Michel de A. Silva, Daniela Queiroz Trevisan, David N. Prata, Elineide E. Marques [and others] -- Muhammad Marwan Muhammad Fuad -- Kan Li, Wensi Mu, Yong Luan, Shaohua An -- Hui Zhang, Yuanhao Zhao. Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set / Informed Weighted Random Projection for Dimension Reduction / Protocol Specification Inference Based on Keywords Identification / An Adaptive Collaborative Filtering Algorithm Based on Multiple Features / Machine Learning. Ensemble of Unsupervised and Supervised Models with Different Label Spaces / Cost-Sensitive Extreme Learning Machine / Multi-Objective Optimization for Overlapping Community Detection / Endmember Extraction by Exemplar Finder / EEG-Based User Authentication in Multilevel Security Systems / A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises / Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo -- Jaydeep Sen, Harish Karnick -- Yong Wang, Nan Zhang, Yan-mei Wu, Bin-bin Su -- Yan-Qiu Zhang, Hai-Tao Zheng, Lan-Shan Zhang -- Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li -- Enhui Zheng, Cong Zhang, Xueyi Liu, Huijuan Lu, Jian Sun -- Jingfei Du, Jianyang Lai, Chuan Shi -- Yi Guo, Junbin Gao, Yanfeng Sun -- Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Phung -- Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen.
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.
English.
9783642539176 3642539173 9783642539169 3642539165
10.1007/978-3-642-53917-6 doi
Computer science--Congresses.
Data mining--Congresses.
Information storage and retrieval systems--Congresses.
Artificial intelligence--Congresses.
Informatique--Congrès.
Exploration de données (Informatique)--Congrès.
Systèmes d'information--Congrès.
Intelligence artificielle--Congrès.
Artificial intelligence
Computer science
Data mining
Information storage and retrieval systems
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q334-342
004
Includes bibliographical references and index.
Clustering. Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization / A Scalable Approach for General Correlation Clustering / A Fast Spectral Clustering Method Based on Growing Vector Quantization for Large Data Sets / A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms / Software Clustering Using Automated Feature Subset Selection / The Use of Transfer Algorithm for Clustering Categorical Data / eDARA: Ensembles DARA / Efficient Mining Maximal Variant and Low Usage Rate Biclusters without Candidate Maintenance in Real Function-Resource Matrix: The DeCluster Algorithm / Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang -- Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang -- Xiujun Wang, Xiao Zheng, Feng Qin, Baohua Zhao -- Sanguthevar Rajasekaran, Subrata Saha -- Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Mahmood, Sara Shahzad -- Zhengrong Xiang, Lichuan Ji -- Chung Seng Kheau, Rayner Alfred, HuiKeng Lau -- Lihua Zhang, Miao Wang, Zhengjun Zhai, Guoqing Wang. Association Rule Mining. MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining / Pattern Mining. Mining Frequent Patterns in Print Logs with Semantically Alternative Labels / Minimising K-Dominating Set in Arbitrary Network Graphs / Regression. Logistic Regression Bias Correction for Large Scale Data with Rare Events / An Automatical Moderating System for FML Using Hashing Regression / Batch-to-Batch Iterative Learning Control Based on Kernel Independent Component Regression Model / Prediction. Deep Architecture for Traffic Flow Prediction / Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi -- Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu -- Guangyuan Wang, Hua Wang, Xiaohui Tao, Ji Zhang, Jinhua Zhang -- Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang -- Peichao Zhang, Minyi Guo -- Ganping Li, Jun Zhao, Fuyang Zhang, Zhizhen Ni -- Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie. Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction / Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias / Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation / Predicting the Survival Status of Cancer Patients with Traditional Chinese Medicine Symptom Variation Using Logistic Regression Model / Feature Extraction. Exploiting Multiple Features for Learning to Rank in Expert Finding / Convolution Neural Network for Relation Extraction / Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis / Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng -- Orlando P. Zacarias, Henrik Boström -- Juhong Qi, Xiaolong Zhang, Bo Li -- Min Wan, Liying Fang, Mingwei Yu, Wenshuai Cheng, Pu Wang -- Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lanshan Zhang -- ChunYang Liu, WenBo Sun, WenHan Chao, WanXiang Che -- YuanLian Cui, MingChui Dong. kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set / Identification. Traffic Session Identification Based on Statistical Language Model / Role Identification Based on the Information Dependency Complexity / Detecting Professional Spam Reviewers / Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics / Privacy Preservation. Utility Enhancement for Privacy Preserving Health Data Publishing / Optimizing Placement of Mix Zones to Preserve Users' Privacy for Continuous Query Services in Road Networks / Md. Geaur Rahman, Md Zahidul Islam -- Xinyan Lou, Yang Liu, Xiaohui Yu -- Weidong Zhao, Haitao Liu, Xi Liu -- Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng -- Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen -- Lengdong Wu, Hua He, Osmar R. Zaïane -- Kamenyi Domenic M., Yong Wang, Fengli Zhang, Yankson Gustav, Daniel Adu-Gyamfi ... Applications. Comparison of Cutoff Strategies for Geometrical Features in Machine Learning-Based Scoring Functions / Bichromatic Reverse Ranking Query in Two Dimensions / Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function / Mining Item Popularity for Recommender Systems / Exploring an Ichthyoplankton Database from a Freshwater Reservoir in Legal Amazon / A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems / A Hybrid-Sorting Semantic Matching Method / Improving Few Occurrence Feature Performance in Distant Supervision for Relation Extraction / Shirley W.I. Siu, Thomas K.F. Wong, Simon Fong -- Zhao Zhang, Qiangqiang Kang, Cheqing Jin, Aoying Zhou -- Li Gao, Weiguo Zhang, Qiang Tang -- Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang -- Michel de A. Silva, Daniela Queiroz Trevisan, David N. Prata, Elineide E. Marques [and others] -- Muhammad Marwan Muhammad Fuad -- Kan Li, Wensi Mu, Yong Luan, Shaohua An -- Hui Zhang, Yuanhao Zhao. Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set / Informed Weighted Random Projection for Dimension Reduction / Protocol Specification Inference Based on Keywords Identification / An Adaptive Collaborative Filtering Algorithm Based on Multiple Features / Machine Learning. Ensemble of Unsupervised and Supervised Models with Different Label Spaces / Cost-Sensitive Extreme Learning Machine / Multi-Objective Optimization for Overlapping Community Detection / Endmember Extraction by Exemplar Finder / EEG-Based User Authentication in Multilevel Security Systems / A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises / Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo -- Jaydeep Sen, Harish Karnick -- Yong Wang, Nan Zhang, Yan-mei Wu, Bin-bin Su -- Yan-Qiu Zhang, Hai-Tao Zheng, Lan-Shan Zhang -- Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li -- Enhui Zheng, Cong Zhang, Xueyi Liu, Huijuan Lu, Jian Sun -- Jingfei Du, Jianyang Lai, Chuan Shi -- Yi Guo, Junbin Gao, Yanfeng Sun -- Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Phung -- Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen.
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.
English.
9783642539176 3642539173 9783642539169 3642539165
10.1007/978-3-642-53917-6 doi
Computer science--Congresses.
Data mining--Congresses.
Information storage and retrieval systems--Congresses.
Artificial intelligence--Congresses.
Informatique--Congrès.
Exploration de données (Informatique)--Congrès.
Systèmes d'information--Congrès.
Intelligence artificielle--Congrès.
Artificial intelligence
Computer science
Data mining
Information storage and retrieval systems
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q334-342
004