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| 2012 | A Hybrid Anomaly Detection Framework in Cloud Computing Using One-Class and Two-Class Support Vector Machines. Song Fu, Jianguo Liu, Husanbir Singh Pannu |
| 2012 | A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks. Li Liu, Dangping Fan, Ming Liu, Guandong Xu, Shiping Chen, Yuan Zhou, Xiwei Chen, Qianru Wang, Yufeng Wei |
| 2012 | A New Manifold Learning Algorithm Based on Incremental Spectral Decomposition. Chao Tan, Jihong Guan |
| 2012 | A New Multi-label Learning Algorithm Using Shelly Neighbors. Huawen Liu, Shichao Zhang, Jianmin Zhao, Jianbin Wu, Zhonglong Zheng |
| 2012 | Advanced Data Mining and Applications, 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings Shuigeng Zhou, Songmao Zhang, George Karypis |
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| 2012 | An Ensemble Approach to Multi-label Classification of Textual Data. Karol Kurach, Krzysztof Pawlowski, Lukasz Romaszko, Marcin Tatjewski, Andrzej Janusz, Hung Son Nguyen |
| 2012 | Automated Web Data Mining Using Semantic Analysis. Wenxiang Dou, Jinglu Hu |
| 2012 | Automatic Filtering of Valuable Features for Text Categorization. Adriana Pietramala, Veronica Lucia Policicchio, Pasquale Rullo |
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| 2012 | Constrained Closed Non Derivable Data Cubes. Hanen Brahmi, Sadok Ben Yahia |
| 2012 | Constrained Spectral Clustering Using Absorbing Markov Chains. Jianyuan Li, Jihong Guan |
| 2012 | Cross-Modal Information Retrieval - A Case Study on Chinese Wikipedia. Yonghui Cong, Zengchang Qin, Jing Yu, Tao Wan |
| 2012 | Customer Segmentation for Power Enterprise Based on Enhanced-FCM Algorithm. Lihe Song, Weixu Zhan, Shuchai Qian, Jian Yin |
| 2012 | Document-Level Sentiment Classification Based on Behavior-Knowledge Space Method. Zhifei Zhang, Duoqian Miao, Zhihua Wei, Lei Wang |
| 2012 | Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database. Shaowu Liu, Jiyong Wei, Shouwei Wang |
| 2012 | Exemplars-Constraints for Semi-supervised Clustering. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang |
| 2012 | Facial Action Unit and Emotion Recognition with Head Pose Variations. Chadi Trad, Hazem M. Hajj, Wassim El-Hajj, Fatima Al-Jamil |
| 2012 | Fast Nyström for Low Rank Matrix Approximation. Huaxiang Zhang, Zhichao Wang, Linlin Cao |
| 2012 | Fraud Detection in B2B Platforms Using Data Mining Techniques. Qiaona Jiang, Chunxiang Hu, Liping Xu |
| 2012 | Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities. Wenwen Li, Michael F. Goodchild, Richard L. Church, Bin Zhou |
| 2012 | Hierarchical Text Classification for News Articles Based-on Named Entities. Yaocheng Gui, Zhiqiang Gao, Renyong Li, Xin Yang |
| 2012 | Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework. Xiang Li, Huaimin Wang, Gang Yin, Tao Wang, Cheng Yang, Yue Yu, Dengqing Tang |
| 2012 | Integrating Data Mining and Optimization Techniques on Surgery Scheduling. Carlos Gomes, Bernardo Almada-Lobo, José Luís Cabral de Moura Borges, Carlos Soares |
| 2012 | Kernel Mean Matching with a Large Margin. Qi Tan, Huifang Deng, Pei Yang |
| 2012 | Keyword Graph: Answering Keyword Search over Large Graphs. Dong Wang, Lei Zou, Wanqiong Pan, Dongyan Zhao |
| 2012 | Learning from Multiple Naive Annotators. Chirine Wolley, Mohamed Quafafou |
| 2012 | Leave or Stay: The Departure Dynamics of Wikipedia Editors. Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik van Liere |
| 2012 | Medical Image Retrieval Method Based on Relevance Feedback. Rui Wang, Haiwei Pan, Qilong Han, Jingzi Gu, Pengyuan Li |
| 2012 | Mining Fuzzy Moving Object Clusters. Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire |
| 2012 | Modeling Outlier Score Distributions. Mohamed Bouguessa |
| 2012 | NAP-SC: A Neural Approach for Prediction over Sparse Cubes. Wiem Abdelbaki, Sadok Ben Yahia, Riadh Ben Messaoud |
| 2012 | News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers. Lun Yan, Yan Zhang |
| 2012 | PCG: An Efficient Method for Composite Pattern Matching over Data Streams. Cheng Ju, Hongyan Li, Feifei Li |
| 2012 | Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. Muhammad Marwan Muhammad Fuad |
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| 2012 | Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. John Park, Xiaoying Gao, Peter Andreae |
| 2012 | Query by Committee in a Heterogeneous Environment. Hao Shao, Bin Tong, Einoshin Suzuki |
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| 2012 | Spectral Clustering-Based Semi-supervised Sentiment Classification. Suke Li, Jinmei Hao |
| 2012 | Stock Price Forecasting with Support Vector Machines Based on Web Financial Information Sentiment Analysis. Run Cao, Xun Liang, Zhihao Ni |
| 2012 | Stock Trend Extraction via Matrix Factorization. Jie Wang |
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| 2012 | The Author-Topic-Community Model: A Generative Model Relating Authors' Interests and Their Community Structure. Chunshan Li, William K. Cheung, Yunming Ye, Xiaofeng Zhang |
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| 2012 | Use of Supervised Learning to Predict Directionality of Links in a Network. Sucheta Soundarajan, John E. Hopcroft |
| 2012 | Using Data Mining for Static Code Analysis of C. Hannes Tribus, Irene Morrigl, Stefan Axelsson |
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