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1.

電子ブック
ＥＢ
1. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
A General Multi-relational Classification Approach Using Feature Generation and Selection / Miao Zou ; Tengjiao Wang ; Hongyan Li ; Dongqing Yang
A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines / João Guerreiro ; Duarte Trigueiros
A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets / Nhien-An Le-Khac ; Martin Bue ; Michael Whelan ; M-Tahar Kechadi
Change a Sequence into a Fuzzy Number / Diana Domanska ; Marek Wojtylak
Multiple Kernel Learning Improved by MMD / Jiangtao Ren ; Zhou Liang ; Shaofeng Hu
A Refinement Approach to Handling Model Misfit in Semi-supervised Learning / Hanjing Su ; Ling Chen ; Yunming Ye ; Zhaocai Sun ; Qingyao Wu
Soft Set Approach for Selecting Decision Attribute in Data Clustering / Mohd Isa Awang ; Ahmad Nazari Mohd Rose ; Tutut Herawan ; Mustafa Mat Deris
Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study / Yiyu Huang ; Wenjing Su ; Xiang Li
Adapt the mRMR Criterion for Unsupervised Feature Selection / Junling Xu
Evaluating the Distance between Two Uncertain Categorical Objects / Hongmei Chen ; Lizhen Wang ; Weiyi Liu ; Qing Xiao
Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks / YongJin Zeng ; JianDong Zhuang
Spatial Filter Selection with LASSO for EEG Classification / Wenting Tu ; Shiliang Sun
Boolean Algebra and Compression Technique for Association Rule Mining / Somboon Anekritmongkol ; M.L. Kulthon Kasamsan
Cluster Based Symbolic Representation and Feature Selection for Text Classification / B.S. Harish ; D.S. Guru ; S. Manjunath ; R. Dinesh
SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity / Li Yu ; Zhaoxin Shu ; Xiaoping Yang
Logistic Regression for Transductive Transfer Learning from Multiple Sources / Yuhong Zhang ; Xuegang Hu ; Yucheng Fang
Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes / Jinguo You ; Lianying Jia ; Jianhua Hu ; Qingsong Huang ; Jianqing Xi
Data Mining Applications and Systems / IV：
Tag Recommendation Based on Bayesian Principle / Zhonghui Wang ; Zhihong Deng
Comparison of Different Methods to Fuse Theos Images / Silong Zhang ; Guojin He
Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction / Bingquan Huang ; T. Satoh ; Y. Huang ; M.-T. Kechadi ; B. Buckley
Time-Constrained Test Selection for Regression Testing / Lian Yu ; Lei Xu ; Wei-Tek Tsai
Chinese New Word Detection from Query Logs / Yan Zhang ; Maosong Sun ; Yang Zhang
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization / Alfred Krzywicki ; Wayne Wobcke
Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation / Songgao Tu ; Chaojun Lu
Applying Multi-Objective Evolutionary Algorithms to QoS-Aware Web Service Composition / Li Li ; Peng Cheng ; Ling Ou ; Zili Zhang
Real-Time Hand Detection and Tracking Using LBP Features / Bin Xiao ; Xiang-min Xu ; Qian-pei Mai
Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis / Xuebiao Yuchi ; Xiaodong Lee ; Jian Jin ; Baoping Yan
A New Statistical Approach to DNS Traffic Anomaly Detection / Xin Wang
Managing Power Conservation in Wireless Networks / Kongluan Lin ; John Debenham ; Simeon Simoff
Using PCA to Predict Customer Churn in Telecommunication Dataset / T. Sato ; B.Q. Huang
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction / Yiming Chen ; Zhoujun Li ; Xiaohua Hu ; Junwan Liu
Personalized Tag Recommendation Based on User Preference and Content
Predicting Defect Priority Based on Neural Networks / Wei Zhao ; Fang Wu
Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering / Qi Xie ; Kaigui Wu ; Pan He ; Min Chen
Hybrid Semantic Analysis System - ATIS Data Evaluation / Ivan Habernal ; Miloslav Konopík
Click Prediction for Product Search on C2C Web Sites / Xiangzhi Wang ; Chunyang Liu ; Guirong Xue ; Yong Yu
Finding Potential Research Collaborators in Four Degrees of Separation / Paweena Chaiwanarom ; Ryutaro Ichise ; Chidchanok Lursinsap
Predicting Product Duration for Adaptive Advertisement / Zhongqi Guo ; Yongqiang Wang ; Gui-rong Xue
An Algorithm for Available Bandwidth Estimation of IPv6 Network / Quanjie Qiu ; Zhiguo Li ; Zhongfu Wu
A Structure-Based XML Storage Method in YAFFS File System / Ji Liu ; Shuyu Chen ; Haozhang Liu
A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections / Guanghui Chang ; Huawei Lu ; Xiaoqin Zhang
NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment / Changze Wu ; Li Feng ; Dong Tian
Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks / Hadi Shakibian ; Nasrollah Moghadam Charkari
Generating Tags for Service Reviews / Suke Li ; Jinmei Hao ; Zhong Chen
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique / Shahriyah Nyak Saad Ali ; Ahmad Mahir Razali ; Azuraliza Abu Bakar ; Nur Riza Suradi
Factor Analysis of E-business in Skill-Based Strategic Collaboration / Daijiang Chen ; Juanjuan Chen
Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System / Jun Liang ; Mei Fang Xu ; Lan Juan Li ; Sheng Li Yang ; Bao Luo Li ; De Ren Cheng ; Ou Jin ; Li Zhong Zhang ; Long Wei Yang ; Jun Xiang Sun
Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs / Xingfu Wang ; Yan Li ; Qian Huang ; Jinglu Hui
Application of Decision-Tree Based on Prediction Model for Project Management / Xin-ying Tu ; Tao Fu
Management Policies Analysis for Multi-core Shared Caches / Jianjun Du ; Yixing Zhang ; Xinwen Wang
Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method / Kefei Cheng ; Kewen Pan ; Jun Feng ; Yong Bai
The Research on the User Experience of E-Commercial Website Based on User Subdivision / Wei Liu ; Lijuan Lu ; Daoli Huang
An Ontology-Based Framework Model for Trustworthy Software Evolution / Ji Li ; Chunmei Liu
Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval / Huanchen Zhang ; Weifeng Sun ; Shichao Dong ; Long Chen ; Chuang Lin
A Distributed Node Clustering Mechanism in P2P Networks / Mo Hai ; Shuhang Guo
Exploratory Factor Analysis Approach for Understanding Consumer Behaviour toward Using Chongqing City Card / Chengliang Wang
Author Index
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
2.

電子ブック
ＥＢ
2. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Data Mining Foundations / I：
Cost Sensitive Classification in Data Mining / Zhenxing Qin ; Chengqi Zhang ; Tao Wang ; Shichao Zhang
Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory / Hong Yu ; Hu Luo ; Shuangshuang Chu
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining / Quang-Thang Dinh ; Matthieu Exbrayat ; Christel Vrain ; Russel Pears ; Yun Sing Koh ; Gillian Dobbie
Best Clustering Configuration Metrics: Towards Multiagent Based Clustering / Santhana Chaimontree ; Katie Atkinson ; Frans Coenen
On Probabilistic Models for Uncertain Sequential Pattern Mining / Muhammad Muzammal ; Rajeev Raman
Cube Based Summaries of Large Association Rule Sets / Marie Ndiaye ; Cheikh T. Diop ; Arnaud Giacometti ; Patrick Marcel ; Arnaud Soulet
A Perceptron-Like Linear Supervised Algorithm for Text Classification / Anestis Gkanogiannis ; Theodore Kalamboukis
Research on Time Series Forecasting Model Based on Moore Automata / Yixiong Chen ; Zhongfu Wu ; Zhiguo Li ; Yixing Zhang
A Clustering Algorithm FCM-ACO for Supplier Base Management / Weining Liu ; Lei Jiang
Nearest Neighbour Distance Matrix Classification / Mohd Shamrie Sainin ; Rayner Alfred
Classification Inductive Rule Learning with Negated Features / Stephanie Chua ; Grant Malcolm
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces / Muhammad Marwan Muhammad Fuad ; Pierre-François Marteau
DHPTID-HYBRID Algorithm: A Hybrid Algorithm for Association Rule Mining / Shilpa Sonawani ; Amrita Mishra
An Improved Rough Clustering Using Discernibility Based Initial Seed Computation / Djoko Budiyanto Setyohadi ; Azuraliza Abu Bakar ; Zulaiha Ali Othman
Fixing the Threshold for Effective Detection of Near Duplicate Web Documents in Web Crawling / V.A. Narayana ; P. Premchand ; A. Govardhan
Topic-Constrained Hierarchical Clustering for Document Datasets / Ying Zhao
Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach / Almahdi Mohammed Ahmed ; Abdul Razak Hamdan
MSDBSCAN: Multi-density Scale-Independent Clustering Algorithm Based on DBSCAN / Gholamreza Esfandani ; Hassan Abolhassani
An Efficient Algorithm for Mining Erasable Itemsets / Zhihong Deng ; Xiaoran Xu
Discord Region Based Analysis to Improve Data Utility of Privately Published Time Series / Shuai Jin ; Yubao Liu ; Zhijie Li
Deep Web Sources Classifier Based on DSOM-EACO Clustering Model / Yong Feng ; Xianyong Chen ; Zhen Chen
Kernel Based K-Medoids for Clustering Data with Uncertainty / Baoguo Yang ; Yang Zhang
Frequent Pattern Mining Using Modified CP-Tree for Knowledge Discovery / R. Vishnu Priya ; A. Vadivel ; R.S. Thakur
Spatial Neighborhood Clustering Based on Data Field / Meng Fang ; Shuliang Wang ; Hong Jin
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier / I. Mendialdua ; B. Sierra ; E. Lazkano ; I. Irigoien ; E. Jauregi
A Centroid K-Nearest Neighbor Method / Qingjiu Zhang ; Shiliang Sun
Mining Spatial Association Rules with Multi-relational Approach / Min Qian ; Li-Jie Pu ; Rong Fu ; Ming Zhu
An Unsupervised Classification Method of Remote Sensing Images Based on Ant Colony Optimization Algorithm / Duo Wang ; Bo Cheng
A Novel Clustering Algorithm Based on Gravity and Cluster Merging / Jiang Zhong ; Longhai Liu
Data Mining in Specific Areas / II：
Evolution Analysis of a Mobile Social Network / Hao Wang ; Alvin Chin
Distance Distribution and Average Shortest Path Length Estimation in Real-World Networks / Qi Ye ; Bin Wu ; Bai Wang
Self-adaptive Change Detection in Streaming Data with Non-stationary Distribution / Xiangliang Zhang ; Wei Wang
Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data / Wenhao Huang ; Zhengbin Dong ; Nan Zhao ; Hao Tian ; Guojie Song ; Guanhua Chen ; Yun Jiang ; Kunqing Xie
Frequent Pattern Trend Analysis in Social Networks / Puteri N.E. Nohuddin ; Rob Christley ; Yogesh Patel ; Christian Setzkorn ; Shane Williams
Efficient Privacy-Preserving Data Mining in Malicious Model / Keita Emura ; Atsuko Miyaji ; Mohammad Shahriar Rahman
Analyze the Wild Birds' Migration Tracks by MPI-Based Parallel Clustering Algorithm / HaiMing Zhang ; YuanChun Zhou ; JianHui Li ; XueZhi Wang ; BaoPing Yan
Formal Concept Analysis Based Clustering for Blog Network Visualization / Jing Gao ; Wei Lai
Finding Frequent Subgraphs in Longitudinal Social Network Data Using a Weighted Graph Mining Approach / Chuntao Jiang ; Michele Zito
Weigted-FP-Tree Based XML Query Pattern Mining / Mi Sug Gu ; Jeong Hee Hwang ; Keun Ho Ryu
Privacy-Preserving Data Mining in Presence of Covert Adversaries
Multiple Level Views on the Adherent Cohesive Subgraphs in Massive Temporal Call Graphs
Combating Link Spam by Noisy Link Analysis / Yitong Wang ; Xiaofei Chen ; Xiaojun Feng
High Dimensional Image Categorization / François Poulet ; Nguyen-Khang Pham
Efficiently Mining Co-Location Rules on Interval Data / Lizhen Wang ; Hongmei Chen ; Lihong Zhao ; Lihua Zhou
Multiple Attribute Frequent Mining-Based for Dengue Outbreak / Zalizah Awang Long ; Mazrura Sahani
A Top-Down Approach for Hierarchical Cluster Exploration by Visualization / Ke-Bing Zhang ; Mehmet A. Orgun ; Peter A. Busch ; Abhaya C. Nayak
Distributed Frequent Items Detection on Uncertain Data / Shuang Wang ; Guoren Wang ; Jitong Chen
Mining Uncertain Sentences with Multiple Instance Learning / Feng Ji ; Xipeng Qiu ; Xuanjing Huang
WeightLOFCC: A Heuristic Weight-Setting Strategy of LOF Applied to Outlier Detection in Time Series Data / Hongrui Xie ; Yujiu Yang ; Wenhuang Liu
TGP: Mining Top-K Frequent Closed Graph Pattern without Minimum Support / Yuhua Li ; Quan Lin ; Ruixuan Li ; Dongsheng Duan
Research on Similarity Matching for Multiple Granularities Time-Series Data / Wenning Hao ; Enlai Zhao ; Hongjun Zhang ; Gang Chen ; Dawei Jin
A Novel Algorithm for Hierarchical Community Structure Detection in Complex Networks / Chuan Shi ; Jian Zhang ; Liangliang Shi ; Yanan Cai
Investigating Sequential Patterns of DNS Usage and Its Applications / Jun Wu ; Xin Wang ; Xiaodong Lee ; Baoping Yan
Key Issues and Theoretical Framework on Moving Objects Data Mining / Rong Xie ; Xin Luo
An Improved KNN Based Outlier Detection Algorithm for Large Datasets / Qian Wang ; Min Zheng
Some Developments of Determinacy Analysis / Rein Kuusik ; Grete Lind
A New Computational Framework for Gene Expression Clustering / Shahreen Kasim ; Safaai Deris ; Razib M. Othman
Forecasting Short-Term Trends of Stock Markets Based on Fuzzy Frequent Pattern Tree / Defu Zhang ; Bo Wu ; Xian Hua ; Yangbin Yang
Inspired Rule-Based User Identification / Peng Yang ; Yan Zheng
Author Index
Data Mining Foundations / I：
Cost Sensitive Classification in Data Mining / Zhenxing Qin ; Chengqi Zhang ; Tao Wang ; Shichao Zhang
Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory / Hong Yu ; Hu Luo ; Shuangshuang Chu
3.

電子ブック
ＥＢ
3. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
A General Multi-relational Classification Approach Using Feature Generation and Selection / Miao Zou ; Tengjiao Wang ; Hongyan Li ; Dongqing Yang
A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines / João Guerreiro ; Duarte Trigueiros
A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets / Nhien-An Le-Khac ; Martin Bue ; Michael Whelan ; M-Tahar Kechadi
Change a Sequence into a Fuzzy Number / Diana Domanska ; Marek Wojtylak
Multiple Kernel Learning Improved by MMD / Jiangtao Ren ; Zhou Liang ; Shaofeng Hu
A Refinement Approach to Handling Model Misfit in Semi-supervised Learning / Hanjing Su ; Ling Chen ; Yunming Ye ; Zhaocai Sun ; Qingyao Wu
Soft Set Approach for Selecting Decision Attribute in Data Clustering / Mohd Isa Awang ; Ahmad Nazari Mohd Rose ; Tutut Herawan ; Mustafa Mat Deris
Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study / Yiyu Huang ; Wenjing Su ; Xiang Li
Adapt the mRMR Criterion for Unsupervised Feature Selection / Junling Xu
Evaluating the Distance between Two Uncertain Categorical Objects / Hongmei Chen ; Lizhen Wang ; Weiyi Liu ; Qing Xiao
Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks / YongJin Zeng ; JianDong Zhuang
Spatial Filter Selection with LASSO for EEG Classification / Wenting Tu ; Shiliang Sun
Boolean Algebra and Compression Technique for Association Rule Mining / Somboon Anekritmongkol ; M.L. Kulthon Kasamsan
Cluster Based Symbolic Representation and Feature Selection for Text Classification / B.S. Harish ; D.S. Guru ; S. Manjunath ; R. Dinesh
SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity / Li Yu ; Zhaoxin Shu ; Xiaoping Yang
Logistic Regression for Transductive Transfer Learning from Multiple Sources / Yuhong Zhang ; Xuegang Hu ; Yucheng Fang
Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes / Jinguo You ; Lianying Jia ; Jianhua Hu ; Qingsong Huang ; Jianqing Xi
Data Mining Applications and Systems / IV：
Tag Recommendation Based on Bayesian Principle / Zhonghui Wang ; Zhihong Deng
Comparison of Different Methods to Fuse Theos Images / Silong Zhang ; Guojin He
Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction / Bingquan Huang ; T. Satoh ; Y. Huang ; M.-T. Kechadi ; B. Buckley
Time-Constrained Test Selection for Regression Testing / Lian Yu ; Lei Xu ; Wei-Tek Tsai
Chinese New Word Detection from Query Logs / Yan Zhang ; Maosong Sun ; Yang Zhang
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization / Alfred Krzywicki ; Wayne Wobcke
Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation / Songgao Tu ; Chaojun Lu
Applying Multi-Objective Evolutionary Algorithms to QoS-Aware Web Service Composition / Li Li ; Peng Cheng ; Ling Ou ; Zili Zhang
Real-Time Hand Detection and Tracking Using LBP Features / Bin Xiao ; Xiang-min Xu ; Qian-pei Mai
Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis / Xuebiao Yuchi ; Xiaodong Lee ; Jian Jin ; Baoping Yan
A New Statistical Approach to DNS Traffic Anomaly Detection / Xin Wang
Managing Power Conservation in Wireless Networks / Kongluan Lin ; John Debenham ; Simeon Simoff
Using PCA to Predict Customer Churn in Telecommunication Dataset / T. Sato ; B.Q. Huang
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction / Yiming Chen ; Zhoujun Li ; Xiaohua Hu ; Junwan Liu
Personalized Tag Recommendation Based on User Preference and Content
Predicting Defect Priority Based on Neural Networks / Wei Zhao ; Fang Wu
Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering / Qi Xie ; Kaigui Wu ; Pan He ; Min Chen
Hybrid Semantic Analysis System - ATIS Data Evaluation / Ivan Habernal ; Miloslav Konopík
Click Prediction for Product Search on C2C Web Sites / Xiangzhi Wang ; Chunyang Liu ; Guirong Xue ; Yong Yu
Finding Potential Research Collaborators in Four Degrees of Separation / Paweena Chaiwanarom ; Ryutaro Ichise ; Chidchanok Lursinsap
Predicting Product Duration for Adaptive Advertisement / Zhongqi Guo ; Yongqiang Wang ; Gui-rong Xue
An Algorithm for Available Bandwidth Estimation of IPv6 Network / Quanjie Qiu ; Zhiguo Li ; Zhongfu Wu
A Structure-Based XML Storage Method in YAFFS File System / Ji Liu ; Shuyu Chen ; Haozhang Liu
A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections / Guanghui Chang ; Huawei Lu ; Xiaoqin Zhang
NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment / Changze Wu ; Li Feng ; Dong Tian
Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks / Hadi Shakibian ; Nasrollah Moghadam Charkari
Generating Tags for Service Reviews / Suke Li ; Jinmei Hao ; Zhong Chen
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique / Shahriyah Nyak Saad Ali ; Ahmad Mahir Razali ; Azuraliza Abu Bakar ; Nur Riza Suradi
Factor Analysis of E-business in Skill-Based Strategic Collaboration / Daijiang Chen ; Juanjuan Chen
Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System / Jun Liang ; Mei Fang Xu ; Lan Juan Li ; Sheng Li Yang ; Bao Luo Li ; De Ren Cheng ; Ou Jin ; Li Zhong Zhang ; Long Wei Yang ; Jun Xiang Sun
Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs / Xingfu Wang ; Yan Li ; Qian Huang ; Jinglu Hui
Application of Decision-Tree Based on Prediction Model for Project Management / Xin-ying Tu ; Tao Fu
Management Policies Analysis for Multi-core Shared Caches / Jianjun Du ; Yixing Zhang ; Xinwen Wang
Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method / Kefei Cheng ; Kewen Pan ; Jun Feng ; Yong Bai
The Research on the User Experience of E-Commercial Website Based on User Subdivision / Wei Liu ; Lijuan Lu ; Daoli Huang
An Ontology-Based Framework Model for Trustworthy Software Evolution / Ji Li ; Chunmei Liu
Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval / Huanchen Zhang ; Weifeng Sun ; Shichao Dong ; Long Chen ; Chuang Lin
A Distributed Node Clustering Mechanism in P2P Networks / Mo Hai ; Shuhang Guo
Exploratory Factor Analysis Approach for Understanding Consumer Behaviour toward Using Chongqing City Card / Chengliang Wang
Author Index
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
4.

電子ブック
ＥＢ
4. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Data Mining Foundations / I：
Cost Sensitive Classification in Data Mining / Zhenxing Qin ; Chengqi Zhang ; Tao Wang ; Shichao Zhang
Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory / Hong Yu ; Hu Luo ; Shuangshuang Chu
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining / Quang-Thang Dinh ; Matthieu Exbrayat ; Christel Vrain ; Russel Pears ; Yun Sing Koh ; Gillian Dobbie
Best Clustering Configuration Metrics: Towards Multiagent Based Clustering / Santhana Chaimontree ; Katie Atkinson ; Frans Coenen
On Probabilistic Models for Uncertain Sequential Pattern Mining / Muhammad Muzammal ; Rajeev Raman
Cube Based Summaries of Large Association Rule Sets / Marie Ndiaye ; Cheikh T. Diop ; Arnaud Giacometti ; Patrick Marcel ; Arnaud Soulet
A Perceptron-Like Linear Supervised Algorithm for Text Classification / Anestis Gkanogiannis ; Theodore Kalamboukis
Research on Time Series Forecasting Model Based on Moore Automata / Yixiong Chen ; Zhongfu Wu ; Zhiguo Li ; Yixing Zhang
A Clustering Algorithm FCM-ACO for Supplier Base Management / Weining Liu ; Lei Jiang
Nearest Neighbour Distance Matrix Classification / Mohd Shamrie Sainin ; Rayner Alfred
Classification Inductive Rule Learning with Negated Features / Stephanie Chua ; Grant Malcolm
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces / Muhammad Marwan Muhammad Fuad ; Pierre-François Marteau
DHPTID-HYBRID Algorithm: A Hybrid Algorithm for Association Rule Mining / Shilpa Sonawani ; Amrita Mishra
An Improved Rough Clustering Using Discernibility Based Initial Seed Computation / Djoko Budiyanto Setyohadi ; Azuraliza Abu Bakar ; Zulaiha Ali Othman
Fixing the Threshold for Effective Detection of Near Duplicate Web Documents in Web Crawling / V.A. Narayana ; P. Premchand ; A. Govardhan
Topic-Constrained Hierarchical Clustering for Document Datasets / Ying Zhao
Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach / Almahdi Mohammed Ahmed ; Abdul Razak Hamdan
MSDBSCAN: Multi-density Scale-Independent Clustering Algorithm Based on DBSCAN / Gholamreza Esfandani ; Hassan Abolhassani
An Efficient Algorithm for Mining Erasable Itemsets / Zhihong Deng ; Xiaoran Xu
Discord Region Based Analysis to Improve Data Utility of Privately Published Time Series / Shuai Jin ; Yubao Liu ; Zhijie Li
Deep Web Sources Classifier Based on DSOM-EACO Clustering Model / Yong Feng ; Xianyong Chen ; Zhen Chen
Kernel Based K-Medoids for Clustering Data with Uncertainty / Baoguo Yang ; Yang Zhang
Frequent Pattern Mining Using Modified CP-Tree for Knowledge Discovery / R. Vishnu Priya ; A. Vadivel ; R.S. Thakur
Spatial Neighborhood Clustering Based on Data Field / Meng Fang ; Shuliang Wang ; Hong Jin
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier / I. Mendialdua ; B. Sierra ; E. Lazkano ; I. Irigoien ; E. Jauregi
A Centroid K-Nearest Neighbor Method / Qingjiu Zhang ; Shiliang Sun
Mining Spatial Association Rules with Multi-relational Approach / Min Qian ; Li-Jie Pu ; Rong Fu ; Ming Zhu
An Unsupervised Classification Method of Remote Sensing Images Based on Ant Colony Optimization Algorithm / Duo Wang ; Bo Cheng
A Novel Clustering Algorithm Based on Gravity and Cluster Merging / Jiang Zhong ; Longhai Liu
Data Mining in Specific Areas / II：
Evolution Analysis of a Mobile Social Network / Hao Wang ; Alvin Chin
Distance Distribution and Average Shortest Path Length Estimation in Real-World Networks / Qi Ye ; Bin Wu ; Bai Wang
Self-adaptive Change Detection in Streaming Data with Non-stationary Distribution / Xiangliang Zhang ; Wei Wang
Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data / Wenhao Huang ; Zhengbin Dong ; Nan Zhao ; Hao Tian ; Guojie Song ; Guanhua Chen ; Yun Jiang ; Kunqing Xie
Frequent Pattern Trend Analysis in Social Networks / Puteri N.E. Nohuddin ; Rob Christley ; Yogesh Patel ; Christian Setzkorn ; Shane Williams
Efficient Privacy-Preserving Data Mining in Malicious Model / Keita Emura ; Atsuko Miyaji ; Mohammad Shahriar Rahman
Analyze the Wild Birds' Migration Tracks by MPI-Based Parallel Clustering Algorithm / HaiMing Zhang ; YuanChun Zhou ; JianHui Li ; XueZhi Wang ; BaoPing Yan
Formal Concept Analysis Based Clustering for Blog Network Visualization / Jing Gao ; Wei Lai
Finding Frequent Subgraphs in Longitudinal Social Network Data Using a Weighted Graph Mining Approach / Chuntao Jiang ; Michele Zito
Weigted-FP-Tree Based XML Query Pattern Mining / Mi Sug Gu ; Jeong Hee Hwang ; Keun Ho Ryu
Privacy-Preserving Data Mining in Presence of Covert Adversaries
Multiple Level Views on the Adherent Cohesive Subgraphs in Massive Temporal Call Graphs
Combating Link Spam by Noisy Link Analysis / Yitong Wang ; Xiaofei Chen ; Xiaojun Feng
High Dimensional Image Categorization / François Poulet ; Nguyen-Khang Pham
Efficiently Mining Co-Location Rules on Interval Data / Lizhen Wang ; Hongmei Chen ; Lihong Zhao ; Lihua Zhou
Multiple Attribute Frequent Mining-Based for Dengue Outbreak / Zalizah Awang Long ; Mazrura Sahani
A Top-Down Approach for Hierarchical Cluster Exploration by Visualization / Ke-Bing Zhang ; Mehmet A. Orgun ; Peter A. Busch ; Abhaya C. Nayak
Distributed Frequent Items Detection on Uncertain Data / Shuang Wang ; Guoren Wang ; Jitong Chen
Mining Uncertain Sentences with Multiple Instance Learning / Feng Ji ; Xipeng Qiu ; Xuanjing Huang
WeightLOFCC: A Heuristic Weight-Setting Strategy of LOF Applied to Outlier Detection in Time Series Data / Hongrui Xie ; Yujiu Yang ; Wenhuang Liu
TGP: Mining Top-K Frequent Closed Graph Pattern without Minimum Support / Yuhua Li ; Quan Lin ; Ruixuan Li ; Dongsheng Duan
Research on Similarity Matching for Multiple Granularities Time-Series Data / Wenning Hao ; Enlai Zhao ; Hongjun Zhang ; Gang Chen ; Dawei Jin
A Novel Algorithm for Hierarchical Community Structure Detection in Complex Networks / Chuan Shi ; Jian Zhang ; Liangliang Shi ; Yanan Cai
Investigating Sequential Patterns of DNS Usage and Its Applications / Jun Wu ; Xin Wang ; Xiaodong Lee ; Baoping Yan
Key Issues and Theoretical Framework on Moving Objects Data Mining / Rong Xie ; Xin Luo
An Improved KNN Based Outlier Detection Algorithm for Large Datasets / Qian Wang ; Min Zheng
Some Developments of Determinacy Analysis / Rein Kuusik ; Grete Lind
A New Computational Framework for Gene Expression Clustering / Shahreen Kasim ; Safaai Deris ; Razib M. Othman
Forecasting Short-Term Trends of Stock Markets Based on Fuzzy Frequent Pattern Tree / Defu Zhang ; Bo Wu ; Xian Hua ; Yangbin Yang
Inspired Rule-Based User Identification / Peng Yang ; Yan Zheng
Author Index
Data Mining Foundations / I：
Cost Sensitive Classification in Data Mining / Zhenxing Qin ; Chengqi Zhang ; Tao Wang ; Shichao Zhang
Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory / Hong Yu ; Hu Luo ; Shuangshuang Chu
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