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8th ADMA 2012: Nanjing, China
- Shuigeng Zhou, Songmao Zhang, George Karypis
:
Advanced Data Mining and Applications, 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings. Lecture Notes in Computer Science 7713, Springer 2012, ISBN 978-3-642-35526-4
Social Media Mining
- Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik van Liere:
Leave or Stay: The Departure Dynamics of Wikipedia Editors. 1-14 - Yonghui Cong, Zengchang Qin, Jing Yu, Tao Wan:
Cross-Modal Information Retrieval - A Case Study on Chinese Wikipedia. 15-26 - Shi Feng, Lin Wang, Weili Xu, Daling Wang, Ge Yu:
Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data. 27-38 - Lilia Hannachi, Ounas Asfari, Nadjia Benblidia
Community Extraction Based on Topic-Driven-Model for Clustering Users Tweets. 39-51
Clustering
- Jianyuan Li, Jihong Guan:
Constrained Spectral Clustering Using Absorbing Markov Chains. 52-63 - Xiang Li, Huaimin Wang, Gang Yin, Tao Wang, Cheng Yang, Yue Yu, Dengqing Tang:
Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework. 64-77 - Yi Zhuang, Dickson K. W. Chiu, Nan Jiang, Guochang Jiang, Zhiang Wu:
Personalized Clustering for Social Image Search Results Based on Integration of Multiple Features. 78-90 - John Park, Xiaoying Gao, Peter Andreae:
Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. 91-99 - Phan Nhat Hai, Dino Ienco
Mining Fuzzy Moving Object Clusters. 100-114 - Hongjun Wang, Tao Li, Tianrui Li
Exemplars-Constraints for Semi-supervised Clustering. 115-126 - Lihe Song, Weixu Zhan, Shuchai Qian, Jian Yin:
Customer Segmentation for Power Enterprise Based on Enhanced-FCM Algorithm. 127-137 - Li Liu, Dangping Fan, Ming Liu, Guandong Xu, Shiping Chen
A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks. 138-148
Machine Learning: Algorithms and Applications
- Chao Tan, Jihong Guan:
A New Manifold Learning Algorithm Based on Incremental Spectral Decomposition. 149-160 - Junlong Zhao:
Sparse Boosting with Correlation Based Penalty. 161-172 - Chirine Wolley, Mohamed Quafafou:
Learning from Multiple Naive Annotators. 173-185 - Hao Shao, Bin Tong, Einoshin Suzuki:
Query by Committee in a Heterogeneous Environment. 186-198 - Wentao Fan, Nizar Bouguila:
Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications. 199-213 - Huawen Liu, Shichao Zhang, Jianmin Zhao, Jianbin Wu, Zhonglong Zheng:
A New Multi-label Learning Algorithm Using Shelly Neighbors. 214-222 - Qi Tan, Huifang Deng, Pei Yang:
Kernel Mean Matching with a Large Margin. 223-234 - Shusi Yu, Ruichang Zhang, Jihong Guan:
Properly and Automatically Naming Java Methods: A Machine Learning Based Approach. 235-246
Classification
- Zhichun Fu, Jun Zhou
A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage. 247-259 - Lifei Chen, Shengrui Wang:
Semi-naive Bayesian Classification by Weighted Kernel Density Estimation. 260-270 - Suke Li, Jinmei Hao:
Spectral Clustering-Based Semi-supervised Sentiment Classification. 271-283 - Adriana Pietramala, Veronica Lucia Policicchio, Pasquale Rullo:
Automatic Filtering of Valuable Features for Text Categorization. 284-295 - Tanmay Basu
A Feature Selection Method for Improved Document Classification. 296-305 - Karol Kurach, Krzysztof Pawlowski, Lukasz Romaszko, Marcin Tatjewski, Andrzej Janusz
An Ensemble Approach to Multi-label Classification of Textual Data. 306-317 - Yaocheng Gui, Zhiqiang Gao, Renyong Li, Xin Yang:
Hierarchical Text Classification for News Articles Based-on Named Entities. 318-329 - Zhifei Zhang
Document-Level Sentiment Classification Based on Behavior-Knowledge Space Method. 330-339
Prediction, Regression and Recognition
- Wiem Abdelbaki
NAP-SC: A Neural Approach for Prediction over Sparse Cubes. 340-352 - Xinlu Guo, Yoshiaki Yasumura, Kuniaki Uehara:
Semi-supervised Gaussian Process Regression and Its Feedback Design. 353-366 - M. Saravanan, G. S. Vijay Raajaa:
A Graph-Based Churn Prediction Model for Mobile Telecom Networks. 367-382 - Chadi Trad, Hazem M. Hajj, Wassim El-Hajj
Facial Action Unit and Emotion Recognition with Head Pose Variations. 383-394 - Sucheta Soundarajan, John E. Hopcroft:
Use of Supervised Learning to Predict Directionality of Links in a Network. 395-406 - Bo Mao, Jie Cao, Zhiang Wu, Guangyan Huang, Jingjun Li:
Predicting Driving Direction with Weighted Markov Model. 407-418 - Rong Xie, Jun Luo, Yang Yue
Pattern Mining, Semantic Label Identification and Movement Prediction Using Mobile Phone Data. 419-430 - Philippe Fournier-Viger
Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction. 431-442
Optimization and Approximation
- Muhammad Marwan Muhammad Fuad:
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. 443-455 - Huaxiang Zhang, Zhichao Wang, Linlin Cao:
Fast Nyström for Low Rank Matrix Approximation. 456-464 - Kittakorn Sriwanna, Kamthorn Puntumapon, Kitsana Waiyamai:
An Enhanced Class-Attribute Interdependence Maximization Discretization Algorithm. 465-476 - Muhammad Marwan Muhammad Fuad:
Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme. 477-487
Mining Time Series and Streaming Data
- Cheng Ju, Hongyan Li, Feifei Li:
PCG: An Efficient Method for Composite Pattern Matching over Data Streams. 488-501 - Jiansu Pu, Siyuan Liu, Huamin Qu, Lionel M. Ni:
Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data. 502-515 - Jie Wang:
Stock Trend Extraction via Matrix Factorization. 516-526 - Run Cao, Xun Liang
Stock Price Forecasting with Support Vector Machines Based on Web Financial Information Sentiment Analysis. 527-538
Web Mining and Semantic Analysis
- Wenxiang Dou, Jinglu Hu:
Automated Web Data Mining Using Semantic Analysis. 539-551 - Wenwen Li, Michael F. Goodchild, Richard L. Church, Bin Zhou:
Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities. 552-563 - Xiaowei Jiang, Xiang Zhang, Wei Gui, Feifei Gao, Peng Wang, Fengbo Zhou:
Summarizing Semantic Associations Based on Focused Association Graph. 564-576 - Lun Yan, Yan Zhang:
News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers. 577-588
Data Mining Applications
- Carlos Gomes, Bernardo Almada-Lobo, José Luís Cabral de Moura Borges, Carlos Soares:
Integrating Data Mining and Optimization Techniques on Surgery Scheduling. 589-602 - Hannes Tribus, Irene Morrigl, Stefan Axelsson:
Using Data Mining for Static Code Analysis of C. 603-614 - Qiaona Jiang, Chunxiang Hu, Liping Xu:
Fraud Detection in B2B Platforms Using Data Mining Techniques. 615-624 - Shaowu Liu, Jiyong Wei, Shouwei Wang:
Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database. 625-634
Search and Retrieval
- Dong Wang, Lei Zou, Wanqiong Pan, Dongyan Zhao:
Keyword Graph: Answering Keyword Search over Large Graphs. 635-649 - Rui Wang, Haiwei Pan, Qilong Han, Jingzi Gu, Pengyuan Li:
Medical Image Retrieval Method Based on Relevance Feedback. 650-662 - Ming Li, Juanzi Li, Lei Hou
Personalized Diversity Search Based on User's Social Relationships. 663-674
Information Recommendation and Hidding
- Youquan Wang, Zhiang Wu, Jie Cao, Changjian Fang:
Towards a Tricksy Group Shilling Attack Model against Recommender Systems. 675-688 - Aditya Pratap Singh, Kumar Shubhankar, Vikram Pudi
Topic-Centric Recommender Systems for Bibliographic Datasets. 689-700 - Nana Xu, Dan Zhu, Hongyan Liu, Jun He, Xiaoyong Du, Tao Liu:
Combining Spatial Cloaking and Dummy Generation for Location Privacy Preserving. 701-712
Outlier Detection
- Mohamed Bouguessa:
Modeling Outlier Score Distributions. 713-725 - Song Fu
A Hybrid Anomaly Detection Framework in Cloud Computing Using One-Class and Two-Class Support Vector Machines. 726-738
Topic Modeling
- Jia Zeng, Xiao-Qin Cao, Zhi-Qiang Liu:
Residual Belief Propagation for Topic Modeling. 739-752 - Chunshan Li, William K. Cheung
The Author-Topic-Community Model: A Generative Model Relating Authors' Interests and Their Community Structure. 753-765
Data Cube Computing
- Hanen Brahmi, Sadok Ben Yahia
Constrained Closed Non Derivable Data Cubes. 766-778 - Yan Tang, Hongyan Li, Feifei Li, Gaoshan Miao:
VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams. 779-792
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