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9th ADMA 2013: Hangzhou, China
- Hiroshi Motoda, Zhaohui Wu, Longbing Cao, Osmar R. Zaïane, Min Yao, Wei Wang:
Advanced Data Mining and Applications, 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part I. Lecture Notes in Computer Science 8346, Springer 2013, ISBN 978-3-642-53913-8
Opinion Mining
- Lishan Cui, Xiuzhen Zhang, Yan Wang
, Lifang Wu:
Mining E-Commerce Feedback Comments for Dimension Rating Profiles. 1-12 - Zaher Salah, Frans Coenen
Generating Domain-Specific Sentiment Lexicons for Opinion Mining. 13-24 - Hui Song, Botian Yang, Xiaoqiang Liu:
Effective Comment Sentence Recognition for Feature-Based Opinion Mining. 25-35 - Suke Li, Jinmei Hao, Yanbing Jiang, Qi Jing:
Exploiting Co-occurrence Opinion Words for Semi-supervised Sentiment Classification. 36-47
Behavior Mining
- Jiazhen Nian, Shanshan Wang, Yan Zhang:
HN-Sim: A Structural Similarity Measure over Object-Behavior Networks. 48-59 - Jamal Yousaf, Juanzi Li, Yuanchao Ma:
Community Based User Behavior Analysis on Daily Mobile Internet Usage. 60-71
Stream Mining
- David Tse Jung Huang
Tracking Drift Types in Changing Data Streams. 72-83 - Xiaokang Ji, Xiuli Ma, Ting Huang, Shiwei Tang:
Continuously Extracting High-Quality Representative Set from Massive Data Streams. 84-96 - Minmin Zhang, Gillian Dobbie, Yun Sing Koh
Change Itemset Mining in Data Streams. 97-108
Sequential Data Mining
- Philippe Fournier-Viger
TKS: Efficient Mining of Top-K Sequential Patterns. 109-120 - Muhammad Marwan Muhammad Fuad:
When Optimization Is Just an Illusion. 121-132 - Hailin Li
Accurate and Fast Dynamic Time Warping. 133-144 - Ting Huang, Xiuli Ma, Xiaokang Ji, Shiwei Tang:
Online Detecting Spreading Events with the Spatio-temporal Relationship in Water Distribution Networks. 145-156 - Michal Sebek, Martin Hlosta, Jaroslav Zendulka, Tomas Hruska:
MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns. 157-168 - Philippe Fournier-Viger
Mining Maximal Sequential Patterns without Candidate Maintenance. 169-180
Web Mining
- Tianyi Liang, Jiancong Fan, Jianli Zhao, Yongquan Liang, Yujun Li:
Improved Slope One Collaborative Filtering Predictor Using Fuzzy Clustering. 181-192 - Yunqing Wen, Xiang Zhang, Kai Shen, Peng Wang:
Towards Building Virtual Vocabularies in the Semantic Web. 193-204 - Patrick Hennig, Philipp Berger, Christoph Meinel:
Web Mining Accelerated with In-Memory and Column Store Technology. 205-216
Image Mining
- Rong Zhu, Jianhua Yang, Yonggang Li, Jie Xu:
Constructing a Novel Pos-neg Manifold for Global-Based Image Classification. 217-228 - Akadej Udomchaiporn, Frans Coenen
3-D MRI Brain Scan Feature Classification Using an Oct-Tree Representation. 229-240 - Weihong Wang, Youbing Lu, Zhaolin Fang:
Biometric Template Protection Based on Biometric Certificate and Fuzzy Fingerprint Vault. 241-252 - Kwankamon Dittakan
A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery. 253-264 - Xiaofeng Zhu
Mixed-Norm Regression for Visual Classification. 265-276 - Jinhui Nie, Hongqi Su, Xiaohua Zhou:
Research on Map Matching Based on Hidden Markov Model. 277-287
Text Mining
- Rayner Alfred
A Rule-Based Named-Entity Recognition for Malay Articles. 288-299 - Shan Jiang, Jiazhen Nian, Shi Zhao, Yan Zhang:
Small Is Powerful! Towards a Refinedly Enriched Ontology by Careful Pruning and Trimming. 300-312 - Chengwei Yao, Yilin Wang, Gencai Chen:
Refine the Corpora Based on Document Manifold. 313-322
Social Network Mining
- Shi Feng, Dajun Huang, Kaisong Song, Daling Wang:
Online Friends Recommendation Based on Geographic Trajectories and Social Relations. 323-335 - Ning Shi, Chao Gao, Zili Zhang, Lu Zhong, Jiajin Huang:
The Spontaneous Behavior in Extreme Events: A Clustering-Based Quantitative Analysis. 336-347 - Ning Wang
Restoring: A Greedy Heuristic Approach Based on Neighborhood for Correlation Clustering. 348-359 - Bin Liu, Tieyun Qian
A Local Greedy Search Method for Detecting Community Structure in Weighted Social Networks. 360-371 - Huilei He, Zhiwen Yu, Bin Guo, Xinjiang Lu, Jilei Tian:
Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog. 372-384 - Ting Wang, Xu Qian, Hui Xu:
An Improved Parallel Hybrid Seed Expansion (PHSE) Method for Detecting Highly Overlapping Communities in Social Networks. 385-396 - Guansong Pang
A Simple Integration of Social Relationship and Text Data for Identifying Potential Customers in Microblogging. 397-409 - Yin Pang, Kan Li:
An Energy Model for Network Community Structure Detection. 410-421 - Yitong Wang, Yurong Zhao, Zhuoxiang Zhao, Zhicheng Liao:
A Label Propagation-Based Algorithm for Community Discovery in Online Social Networks. 422-433 - Keyuan Jiang, Yujing Zheng:
Mining Twitter Data for Potential Drug Effects. 434-443 - Rong Li, Ya Zhang
Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging. 444-455
Classification
- Guodong Long, Jing Jiang
Graph Based Feature Augmentation for Short and Sparse Text Classification. 456-467 - Yu Chen, Dequan Zheng, Tiejun Zhao:
Exploring Deep Belief Nets to Detect and Categorize Chinese Entities. 468-480 - Jing Wang, Lanfen Lin, Feng Wang, Penghua Yu, Jiaolong Liu, Xiaowei Zhu:
Extracting Novel Features for E-Commerce Page Quality Classification. 481-492 - Esra'a Alshdaifat, Frans Coenen
Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification. 493-504 - Subhieh El-Salhi
Predicting Features in Complex 3D Surfaces Using a Point Series Representation: A Case Study in Sheet Metal Forming. 505-516 - Vanessa Echeverría
Automatic Labeling of Forums Using Bloom's Taxonomy. 517-528 - Yaakov HaCohen-Kerner, Avi Rosenfeld, Maor Tzidkani, Daniel Nisim Cohen:
Classifying Papers from Different Computer Science Conferences. 529-541 - Wen Yu, Frans Coenen
Vertex Unique Labelled Subgraph Mining for Vertex Label Classification. 542-553 - Ruisheng Zhang
A Similarity-Based Grouping Method for Molecular Docking in Distributed System. 554-563 - Zengchang Qin, Wei Liu, Tao Wan:
A Bag-of-Tones Model with MFCC Features for Musical Genre Classification. 564-575 - Weihong Wang, Dandan Jin, Qu Li, Zhaolin Fang, Jie Yang:
The GEPSO-Classification Algorithm. 576-583
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