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18. PAKDD 2014: Tainan, Taiwan
- Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao:
Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I. Lecture Notes in Computer Science 8443, Springer 2014, ISBN 978-3-319-06607-3
Pattern Mining
- Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis
, Christos Faloutsos
MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. 1-14 - Mittapally Kumara Swamy
Extracting Diverse Patterns with Unbalanced Concept Hierarchy. 15-27 - Arnaud Soulet, François Rioult:
Efficiently Depth-First Minimal Pattern Mining. 28-39 - Philippe Fournier-Viger
Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information. 40-52
Social Network and Social Media
- Arnaud Giacometti, Dominique H. Li, Arnaud Soulet:
Balancing the Analysis of Frequent Patterns. 53-64 - Shuo Han, Fuzhen Zhuang, Qing He, Zhongzhi Shi:
Balanced Seed Selection for Budgeted Influence Maximization in Social Networks. 65-77 - Siyuan Liu, Shuhui Wang, Ramayya Krishnan:
Persistent Community Detection in Dynamic Social Networks. 78-89 - Fang Zhang, Jun Luo, Chao Li, Xin Wang, Zhongying Zhao
Detecting and Analyzing Influenza Epidemics with Social Media in China. 90-101 - Defu Lian
Analyzing Location Predictability on Location-Based Social Networks. 102-113 - Jianguang Du, Dandan Song, Lejian Liao, Xin Li, Li Liu, Guoqiang Li, Guanguo Gao, Guiying Wu:
ReadBehavior: Reading Probabilities Modeling of Tweets via the Users' Retweeting Behaviors. 114-125 - Meng Jiang
Inferring Strange Behavior from Connectivity Pattern in Social Networks. 126-138 - Cong Wang, Andrei A. Bulatov:
Inferring Attitude in Online Social Networks Based on Quadratic Correlation. 139-150 - Anton Slutsky, Xiaohua Hu, Yuan An:
Hash-Based Stream LDA: Topic Modeling in Social Streams. 151-162 - Peifeng Yin, Nilam Ram, Wang-Chien Lee, Conrad S. Tucker, Shashank Khandelwal, Marcel Salathé:
Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter. 163-175 - Ming-Chu Chen, Hung-Yu Kao:
Latent Features Based Prediction on New Users' Tastes. 176-187
Classification
- Josif Grabocka, Erind Bedalli
Supervised Nonlinear Factorizations Excel In Semi-supervised Regression. 188-199 - Qingyang Hu, Qinming He, Hao Huang, Kevin Chiew, Zhenguang Liu:
Learning from Crowds under Experts' Supervision. 200-211 - Sori Kang, Kotagiri Ramamohanarao
A Robust Classifier for Imbalanced Datasets. 212-223 - Henrik Linusson, Ulf Johansson, Tuve Löfström
Signed-Error Conformal Regression. 224-236 - Jia Wu
Multi-Instance Learning from Positive and Unlabeled Bags. 237-248 - Lei Duan, Guanting Tang, Jian Pei
Mining Contrast Subspaces. 249-260 - Peng Wang, Peng Zhang, Yanan Cao, Li Guo, Binxing Fang:
Forward Classification on Data Streams. 261-272 - Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu:
Shingled Graph Disassembly: Finding the Undecideable Path. 273-285 - Lucas Rêgo Drumond, Lars Schmidt-Thieme
Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification. 286-297 - Zhankun Huang, Shenghua Liu, Pan Du, Xueqi Cheng:
Ranking Tweets with Local and Global Consistency Using Rich Features. 298-309
Graph and Network Mining
- Ryan A. Rossi:
Fast Triangle Core Decomposition for Mining Large Graphs. 310-322 - Ting Guo
Super-Graph Classification. 323-336 - Haitao Yu, Fuji Ren:
Subtopic Mining via Modifier Graph Clustering. 337-347 - U Kang, Jay Yoon Lee, Danai Koutra
Net-Ray: Visualizing and Mining Billion-Scale Graphs. 348-361 - Jeffrey Chan
Structure-Aware Distance Measures for Comparing Clusterings in Graphs. 362-373 - Xuehua Zhao
Efficiently and Fast Learning a Fine-grained Stochastic Blockmodel from Large Networks. 374-385 - Yibin Lin, Agha Ali Raza
Influence Propagation: Patterns, Model and a Case Study. 386-397 - Farnaz Moradi, Tomas Olovsson, Philippas Tsigas
Overlapping Communities for Identifying Misbehavior in Network Communications. 398-409 - Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos
Fault-Tolerant Concept Detection in Information Networks. 410-421 - N. N. R. Ranga Suri, M. Narasimha Murty, Gopalasamy Athithan:
Characterizing Temporal Anomalies in Evolving Networks. 422-433
Applications
- Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu
An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification. 434-446 - Xiang Li, Devin Guan:
Programmatic Buying Bidding Strategies with Win Rate and Winning Price Estimation in Real Time Mobile Advertising. 447-460 - Cheng Luo, Xiongcai Cai, Nipa Chowdhury:
Self-training Temporal Dynamic Collaborative Filtering. 461-472 - Liang Chen, Yilun Wang, Tingting Liang, Lichuan Ji, Jian Wu:
Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation. 473-484 - Zhichun Fu, Peter Christen, Jun Zhou
A Graph Matching Method for Historical Census Household Linkage. 485-496 - Santu Rana
Intervention-Driven Predictive Framework for Modeling Healthcare Data. 497-508 - Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan
Visual Analysis of Uncertainty in Trajectories. 509-520 - Heidar Davoudi, Xiaoli Li
Activity Recognition Using a Few Label Samples. 521-532 - Daisaku Yokoyama, Masahiko Itoh, Masashi Toyoda, Yoshimitsu Tomita, Satoshi Kawamura, Masaru Kitsuregawa:
A Framework for Large-Scale Train Trip Record Analysis and Its Application to Passengers' Flow Prediction after Train Accidents. 533-544 - Sooyoung Oh, Zhen Lei, Wang-Chien Lee, John Yen:
Patent Evaluation Based on Technological Trajectory Revealed in Relevant Prior Patents. 545-556
Privacy Preserving
- Tianqing Zhu, Gang Li
Deferentially Private Tagging Recommendation Based on Topic Model. 557-568 - David Vallet, Arik Friedman, Shlomo Berkovsky
Matrix Factorization without User Data Retention. 569-580 - Sarah M. Erfani, Yee Wei Law
Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing. 581-593 - Jun Luo, Jinfei Liu, Li Xiong
Privacy Preserving Publication of Locations Based on Delaunay Triangulation. 594-605 - Changyu Dong, Liqun Chen
A Fast Secure Dot Product Protocol with Application to Privacy Preserving Association Rule Mining. 606-617
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