KDD-2010 Proceedings

A KDD-2010 Proceedings is a KDD conference proceedings produced by KDD-2010.

• AKA: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
• Context:
  • It is associated with KDD-2010 Annotated Abstracts (and KDD-2010 Abstracts Analysis).
  • It can be associated with a KDD-2010 Citations Analysis Report.
  • It can be associated with a KDD-2010 References Analysis Report.
  • …
• Counter-Example(s):
  • KDD-2011 Proceedings.
  • KDD-2009 Proceedings.
• See: Corpus.

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References

• ACM DL Proceedings Page: http://dl.acm.org/citation.cfm?id=1835804
• DBLP Proceedings Page: http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2010.html

2010

• (Liu et al., 2010) ⇒ Wei Liu, Shiqian Ma, Dacheng Tao, Jianzhuang Liu, and Peng Liu. (2010). “Semi-supervised Sparse Metric Learning Using Alternating Linearization Optimization.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835947
• (Yang et al., 2010) ⇒ Bin Yang, Hiroshi Nakagawa, Issei Sato, and Jun Sakuma. (2010). “Collusion-resistant Privacy-preserving Data Mining.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835867
• (Agarwal et al., 2010) ⇒ Deepak Agarwal, Bee-Chung Chen, and Pradheep Elango. (2010). “Fast Online Learning through Offline Initialization for Time-sensitive Recommendation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835894
• (Lu et al., 2010) ⇒ Caimei Lu, Xiaohua Hu, Xin Chen, Jung-Ran Park, TingTing He, and Zhoujun Li. (2010). “The Topic-perspective Model for Social Tagging Systems.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835891
• (Chan et al., 2010) ⇒ David Chan, Rong Ge, Ori Gershony, Tim Hesterberg, and Diane Lambert. (2010). “Evaluating Online Ad Campaigns in a Pipeline: Causal Models at Scale.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835809
• (Mahoney, 2010) ⇒ Michael Mahoney. (2010). “Geometric Tools for Graph Mining of Large Social and Information Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866291
• (Agarwal et al., 2010) ⇒ Arvind Agarwal, Jeff M. Phillips, and Suresh Venkatasubramanian. (2010). “Universal Multi-dimensional Scaling.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835948
• (Huh et al., 2010) ⇒ Seungil Huh, and Stephen E. Fienberg. (2010). “Discriminative Topic Modeling based on Manifold Learning.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835888
• (Yu et al., 2010) ⇒ Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, and Chih-Jen Lin. (2010). “Large Linear Classification When Data Cannot Fit in Memory.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835910
• (Kumar et al., 2010) ⇒ Mohit Kumar, Rayid Ghani, and Zhu-Song Mei. (2010). “Data Mining to Predict and Prevent Errors in Health Insurance Claims Processing.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835816
• (Srikant et al., 2010) ⇒ Ramakrishnan Srikant, Sugato Basu, Ni Wang, and Daryl Pregibon. (2010). “User Browsing Models: Relevance versus Examination.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835835
• (Lappas et al., 2010) ⇒ Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopulos, and Heikki Mannila. (2010). “Finding Effectors in Social Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835937
• (Miao et al., 2010) ⇒ Gengxin Miao, Louise E. Moser, Xifeng Yan, Shu Tao, Yi Chen, and Nikos Anerousis. (2010). “Generative Models for Ticket Resolution in Expert Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835897
• (Raykar et al., 2010) ⇒ Vikas C. Raykar, Balaji Krishnapuram, and Shipeng Yu. (2010). “Designing Efficient Cascaded Classifiers: Tradeoff Between Accuracy and Cost.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835912
• (Han, 2010) ⇒ Jiawei Han. (2010). “Mining Heterogeneous Information Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866292
• (Shahaf et al., 2010) ⇒ Dafna Shahaf, and Carlos Guestrin. (2010). “Connecting the Dots Between News Articles.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835884
• (Sun et al., 2010) ⇒ Liang Sun, Betul Ceran, and Jieping Ye. (2010). “A Scalable Two-stage Approach for a Class of Dimensionality Reduction Techniques.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835846
• (Leroy et al., 2010) ⇒ Vincent Leroy, B. Barla Cambazoglu, and Francesco Bonchi. (2010). “Cold Start Link Prediction.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835855
• (Zhang et al., 2010) ⇒ Yu Zhang, and Dit-Yan Yeung. (2010). “Transfer Metric Learning by Learning Task Relationships.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835954
• (Tatti, 2010) ⇒ Nikolaj Tatti. (2010). “Probably the Best Itemsets.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835843
• (Kargupta et al., 2010) ⇒ Hillol Kargupta, Joao Gama, and Wei Fan. (2010). “The Next Generation of Transportation Systems,greenhouse Emissions, and Data Mining.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835956
• (DuBois et al., 2010) ⇒ Christopher DuBois, and Padhraic Smyth. (2010). “Modeling Relational Events via Latent Classes.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835906
• (Elder, 2010) ⇒ John Elder. (2010). “Text Mining to Fast-track Deserving Disability Applicants.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866814.1866819
• (Lichtenwalter et al., 2010) ⇒ Ryan N. Lichtenwalter, Jake T. Lussier, and Nitesh V. Chawla. (2010). “New Perspectives and Methods in Link Prediction.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835837
• (Jahrer et al., 2010) ⇒ Michael Jahrer, Andreas Töscher, and Robert Legenstein. (2010). “Combining Predictions for Accurate Recommender Systems.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835893
• (Durrant et al., 2010) ⇒ Robert J. Durrant, and Ata Kaban. (2010). “Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835945
• (Sundaravaradan et al., 2010) ⇒ Naren Sundaravaradan, K.S.M. Tozammel Hossain, Vandana Sreedharan, Douglas J. Slotta, John Paul C. Vergara, Lenwood S. Heath, and Naren Ramakrishnan. (2010). “Extracting Temporal Signatures for Comprehending Systems Biology Models.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835863
• (Kong et al., 2010) ⇒ Xiangnan Kong, and Philip S. Yu. (2010). “Semi-supervised Feature Selection for Graph Classification.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835905
• (Lee, 2010) ⇒ Chi-Hoon Lee. (2010). “Learning to Combine Discriminative Classifiers: Confidence based.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835899
• (Rao, 2010) ⇒ R Bharat Rao. (2010). “Mining Medical Data to Improve Patient Outcomes.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866814.1866816
• (Wei et al., 2010) ⇒ Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, and Qiang Zhang. (2010). “TIARA: A Visual Exploratory Text Analytic System.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835827
• (Attenberg et al., 2010) ⇒ Josh Attenberg, and Foster Provost. (2010). “Why Label When You Can Search?: Alternatives to Active Learning for Applying Human Resources to Build Classification Models under Extreme Class Imbalance.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835859
• (Tang et al., 2010) ⇒ Diane Tang, Ashish Agarwal, Deirdre O'Brien, and Mike Meyer. (2010). “Overlapping Experiment Infrastructure: More, Better, Faster Experimentation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835810
• (Hossain et al., 2010) ⇒ M. Shahriar Hossain, Satish Tadepalli, Layne T. Watson, Ian Davidson, Richard F. Helm, and Naren Ramakrishnan. (2010). “Unifying Dependent Clustering and Disparate Clustering for Non-homogeneous Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835880
• (Steck, 2010) ⇒ Harald Steck. (2010). “Training and Testing of Recommender Systems on Data Missing Not at Random.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835895
• (Sozio et al., 2010) ⇒ Mauro Sozio, and Aristides Gionis. (2010). “The Community-search Problem and how to plan a Successful Cocktail Party.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835923
• (Chen et al., 2010) ⇒ Jianhui Chen, Ji Liu, and Jieping Ye. (2010). “Learning Incoherent Sparse and Low-rank Patterns from Multiple Tasks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835952
• (Wang et al., 2010) ⇒ Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo. (2010). “Mining Advisor-advisee Relationships from Research Publication Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835833
• (Bhaskar et al., 2010) ⇒ Raghav Bhaskar, Srivatsan Laxman, Adam Smith, and Abhradeep Thakurta. (2010). “Discovering Frequent Patterns in Sensitive Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835869
• (Das et al., 2010) ⇒ Santanu Das, Bryan L. Matthews, Ashok N. Srivastava, and Nikunj C. Oza. (2010). “Multiple Kernel Learning for Heterogeneous Anomaly Detection: Algorithm and Aviation Safety Case Study.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835813
• (Dang et al., 2010) ⇒ Xuan-Hong Dang, and James Bailey. (2010). “A Hierarchical Information Theoretic Technique for the Discovery of Non Linear Alternative Clusterings.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835878
• (Cai et al., 2010) ⇒ Deng Cai, Chiyuan Zhang, and Xiaofei He. (2010). “Unsupervised Feature Selection for Multi-cluster Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835848
• (Maxwell et al., 2010) ⇒ Evan K. Maxwell, Godmar Back, and Naren Ramakrishnan. (2010). “Diagnosing Memory Leaks Using Graph Mining on Heap Dumps.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835822
• (Tai et al., 2010) ⇒ Chih-Hua Tai, Philip S. Yu, and Ming-Syan Chen. (2010). “k-Support Anonymity based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Mining.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835866
• (Srivastava, 2010) ⇒ Ashok N. Srivastava. (2010). “Discovering Precursors to Aviation Safety Incidents: From Massive Data to Actionable Information.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866814.1866818
• (Feldman, 2010) ⇒ Konrad Feldman. (2010). “The Quantification of Advertising: (+ Lessons from Building Businesses based on Large Scale Data Mining).” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835807
• (Liu et al., 2010) ⇒ Xu-Ying Liu, and Zhi-Hua Zhou. (2010). “Learning with Cost Intervals.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835857
• (Khosla et al., 2010) ⇒ Aditya Khosla, Yu Cao, Cliff Chiung-Yu Lin, Hsu-Kuang Chiu, Junling Hu, and Honglak Lee. (2010). “An Integrated Machine Learning Approach to Stroke Prediction.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835830
• (Ho et al., 2010) ⇒ Shen-Shyang Ho, Wenqing Tang, and W. Timothy Liu. (2010). “Tropical Cyclone Event Sequence Similarity Search via Dimensionality Reduction and Metric Learning.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835824
• (March et al., 2010) ⇒ William B. March, Parikshit Ram, and Alexander G. Gray. (2010). “Fast Euclidean Minimum Spanning Tree: Algorithm, Analysis, and Applications.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835882
• (Chen et al., 2010) ⇒ Bee-Chung Chen, and Deepak Agarwal. (2010). “Recommender Problems for Web Applications.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866294
• (Wang et al., 2010) ⇒ Hongning Wang, Yue Lu, and Chengxiang Zhai. (2010). “Latent Aspect Rating Analysis on Review Text Data: A Rating Regression Approach.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835903
• (Moerchen, 2010) ⇒ Fabian Moerchen. (2010). “Temporal Pattern Mining in Symbolic Time Point and Time Interval Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866289
• (Lin et al., 2010) ⇒ Cindy Xide Lin, Bo Zhao, Qiaozhu Mei, and Jiawei Han. (2010). “PET: A Statistical Model for Popular Events Tracking in Social Communities.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835922
• (Preston et al., 2010) ⇒ Dan R. Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, and Mark Friedl. (2010). “Redefining Class Definitions Using Constraint-based Clustering: An Application to Remote Sensing of the Earth's Surface.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835908
• (Zou et al., 2010) ⇒ Zhaonian Zou, Hong Gao, and Jianzhong Li. (2010). “Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835885
• (Li et al., 2010) ⇒ Lei Li, and Christos Faloutsos. (2010). “Indexing and Mining Time Sequences.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866295
• (Zhu et al., 2010) ⇒ Jun Zhu, Ni Lao, and Eric P. Xing. (2010). “Grafting-light: Fast, Incremental Feature Selection and Structure Learning of Markov Random Fields.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835845
• (Liu et al., 2010) ⇒ Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fan, and Minglu Li. (2010). “Towards Mobility-based Clustering.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835920
• (Chen et al., 2010) ⇒ Wei Chen, Chi Wang, and Yajun Wang. (2010). “Scalable Influence Maximization for Prevalent Viral Marketing in Large-scale Social Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835934
• (Yin et al., 2010) ⇒ Dawei Yin, Zhenzhen Xue, Liangjie Hong, and Brian D. Davison. (2010). “A Probabilistic Model for Personalized Tag Prediction.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835925
• (He et al., 2010) ⇒ Dan He, and D. Stott Parker. (2010). “Topic Dynamics: An Alternative Model of Bursts in Streams of Topics.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835862
• (Lu et al., 2010) ⇒ Zhenyu Lu, Xindong Wu, Xingquan Zhu, and Josh Bongard. (2010). “Ensemble Pruning via Individual Contribution Ordering.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835914
• (Alaei et al., 2010) ⇒ Saeed Alaei, Ravi Kumar, Azarakhsh Malekian, and Erik Vee. (2010). “Balanced Allocation with Succinct Representation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835872
• (Li et al., 2010) ⇒ Jinyan Li, Qian Liu, and Tao Zeng. (2010). “Negative Correlations in Collaboration: Concepts and Algorithms.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835864
• (Yang et al., 2010) ⇒ Tianbao Yang, Rong Jin, Anil K. Jain, Yang Zhou, and Wei Tong. (2010). “Unsupervised Transfer Classification: Application to Text Categorization.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835950
• (Freund, 2010) ⇒ Yoav Freund. (2010). “Data Winnowing.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835806
• (Henderson et al., 2010) ⇒ Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, and Hanghang Tong. (2010). “Metric Forensics: A Multi-level Approach for Mining Volatile Graphs.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835828
• (Yang et al., 2010) ⇒ Jian-Bo Yang, and Chong-Jin Ong. (2010). “Feature Selection for Support Vector Regression Using Probabilistic Prediction.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835849
• (Li et al., 2010) ⇒ Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, and Peter Nye. (2010). “Mining Periodic Behaviors for Moving Objects.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835942
• (Ting et al., 2010) ⇒ Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, and James Swee Chuan Tan. (2010). “Mass Estimation and Its Applications.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835929
• (Zheng et al., 2010) ⇒ Li Zheng, Chao Shen, Liang Tang, Tao Li, Steve Luis, Shu-Ching Chen, and Vagelis Hristidis. (2010). “Using Data Mining Techniques to Address Critical Information Exchange Needs in Disaster Affected Public-private Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835823
• (Zhang et al., 2010) ⇒ Min-Ling Zhang, and Kun Zhang. (2010). “Multi-label Learning by Exploiting Label Dependency.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835930
• (Lao et al., 2010) ⇒ Ni Lao, and William W. Cohen. (2010). “Fast Query Execution for Retrieval Models based on Path-constrained Random Walks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835916
• (Ruggieri, 2010) ⇒ Salvatore Ruggieri. (2010). “Frequent Regular Itemset Mining.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835840
• (Sun et al., 2010) ⇒ Liwen Sun, Reynold Cheng, David W. Cheung, and Jiefeng Cheng. (2010). “Mining Uncertain Data with Probabilistic Guarantees.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835841
• (Ge et al., 2010) ⇒ Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, and Michael Pazzani. (2010). “An Energy-efficient Mobile Recommender System.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835918
• (He et al., 2010) ⇒ Junfeng He, Wei Liu, and Shih-Fu Chang. (2010). “Scalable Similarity Search with Optimized Kernel Hashing.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835946
• (Lou et al., 2010) ⇒ Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, and Bin Wu. (2010). “Mining Program Workflow from Interleaved Traces.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835883
• (Gomez Rodriguez et al., 2010) ⇒ Manuel Gomez Rodriguez, Jure Leskovec, and Andreas Krause. (2010). “Inferring Networks of Diffusion and Influence.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835933
• (Wang et al., 2010) ⇒ Yu Wang, Gao Cong, Guojie Song, and Kunqing Xie. (2010). “Community-based Greedy Algorithm for Mining Top-K Influential Nodes in Mobile Social Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835935
• (Liu et al., 2010) ⇒ Jun Liu, Lei Yuan, and Jieping Ye. (2010). “An Efficient Algorithm for a Class of Fused Lasso Problems.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835847
• (He et al., 2010) ⇒ Guoming He, Haijun Feng, Cuiping Li, and Hong Chen. (2010). “Parallel SimRank Computation on Large Graphs with Iterative Aggregation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835874
• (Wallace et al., 2010) ⇒ Byron C. Wallace, Kevin Small, Carla E. Brodley, and Thomas A. Trikalinos. (2010). “Active Learning for Biomedical Citation Screening.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835829
• (Maserrat et al., 2010) ⇒ Hossein Maserrat, and Jian Pei. (2010). “Neighbor Query Friendly Compression of Social Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835873
• (Gao et al., 2010) ⇒ Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, and Jiawei Han. (2010). “On Community Outliers and their Efficient Detection in Information Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835907
• (Lin et al., 2010) ⇒ Keng-Pei Lin, and Ming-Syan Chen. (2010). “Privacy-preserving Outsourcing Support Vector Machines with Random Transformation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835852
• (Plangprasopchok et al., 2010) ⇒ Anon Plangprasopchok, Kristina Lerman, and Lise Getoor. (2010). “Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835924
• (Li et al., 2010) ⇒ Wei Li, Xuerui Wang, Ruofei Zhang, Ying Cui, Jianchang Mao, and Rong Jin. (2010). “Exploitation and Exploration in a Performance based Contextual Advertising System.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835811
• (Iwata et al., 2010) ⇒ Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, and Naonori Ueda. (2010). “Online Multiscale Dynamic Topic Models.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835889
• (Venkatasubramanian et al., 2010) ⇒ Suresh Venkatasubramanian, and Sergei Vassilvitskii. (2010). “New Developments in the Theory of Clustering.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866288
• (Soulié, 2010) ⇒ Françoise Fogelman Soulié. (2010). “Modeling with Networked Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866814.1866817
• (Böhm et al., 2010) ⇒ Christian Böhm, Claudia Plant, Junming Shao, and Qinli Yang. (2010). “Clustering by Synchronization.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835879
• (Reichartz et al., 2010) ⇒ Frank Reichartz, Hannes Korte, and Gerhard Paass. (2010). “Semantic Relation Extraction with Kernels over Typed Dependency Trees.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835902
• (Sarangi et al., 2010) ⇒ Smruti R. Sarangi, and Karin Murthy. (2010). “DUST: A Generalized Notion of Similarity Between Uncertain Time Series.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835854
• (Kumar et al., 2010) ⇒ Ravi Kumar, Mohammad Mahdian, and Mary McGlohon. (2010). “Dynamics of Conversations.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835875
• (Thanh Lam et al., 2010) ⇒ Hoang Thanh Lam, and Toon Calders. (2010). “Mining Top-k Frequent Items in a Data Stream with Flexible Sliding Windows.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835842
• (Chen et al., 2010) ⇒ Feng Chen, Chang-Tien Lu, and Arnold P. Boedihardjo. (2010). “GLS-SOD: A Generalized Local Statistical Approach for Spatial Outlier Detection.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835939
• (Kargupta et al., 2010) ⇒ Hillol Kargupta, Kakali Sarkar, and Michael Gilligan. (2010). “MineFleet®: An Overview of a Widely Adopted Distributed Vehicle Performance Data Mining System.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835812
• (Prenger et al., 2010) ⇒ Ryan J. Prenger, Tracy D. Lemmond, Kush R. Varshney, Barry Y. Chen, and William G. Hanley. (2010). “Class-specific Error Bounds for Ensemble Classifiers.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835911
• (Adä et al., 2010) ⇒ Iris Adä, and Michael R. Berthold. (2010). “The New Iris Data: Modular Data Generators.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835858
• (Bennett et al., 2010) ⇒ Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, and Steve Vejcik. (2010). “Malstone: Towards a Benchmark for Analytics on Large Data Clouds.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835826
• (Gao et al., 2010) ⇒ Chuancong Gao, and Jianyong Wang. (2010). “Direct Mining of Discriminative Patterns for Classifying Uncertain Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835913
• (Fei et al., 2010) ⇒ Hongliang Fei, and Jun Huan. (2010). “Boosting with Structure Information in the Functional Space: An Application to Graph Classification.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835886
• (Cao et al., 2010) ⇒ Longbing Cao, Yuming Ou, Philip S. Yu, and Gang Wei. (2010). “Detecting Abnormal Coupled Sequences and Sequence Changes in Group-based Manipulative Trading Behaviors.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835818
• (Abe et al., 2010) ⇒ Naoki Abe, Prem Melville, Cezar Pendus, Chandan K. Reddy, David L. Jensen, Vince P. Thomas, James J. Bennett, Gary F. Anderson, Brent R. Cooley, Melissa Kowalczyk, Mark Domick, and Timothy Gardinier. (2010). “Optimizing Debt Collections Using Constrained Reinforcement Learning.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835817
• (Gupta et al., 2010) ⇒ Sunil Kumar Gupta, Dinh Phung, Brett Adams, Truyen Tran, and Svetha Venkatesh. (2010). “Nonnegative Shared Subspace Learning and Its Application to Social Media Retrieval.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835951
• (Yu et al., 2010) ⇒ Guan Yu, Ruizhang Huang, and Zhaojun Wang. (2010). “Document Clustering via Dirichlet Process Mixture Model with Feature Selection.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835901
• (Chua et al., 2010) ⇒ Freddy Chong Tat Chua, and Ee-Peng Lim. (2010). “Trust Network Inference for Online Rating Data Using Generative Models.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835917
• (Goorha et al., 2010) ⇒ Saurabh Goorha, and Lyle Ungar. (2010). “Discovery of Significant Emerging Trends.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835815
• (Sarkar et al., 2010) ⇒ Purnamrita Sarkar, and Andrew W. Moore. (2010). “Fast Nearest-neighbor Search in Disk-resident Graphs.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835871
• (Wen et al., 2010) ⇒ Zhen Wen, and Ching-Yung Lin. (2010). “On the Quality of Inferring Interests from Social Neighbors.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835853
• (Chapelle et al., 2010) ⇒ Olivier Chapelle, Pannagadatta Shivaswamy, Srinivas Vadrevu, Kilian Weinberger, Ya Zhang, and Belle Tseng. (2010). “Multi-task Learning for Boosting with Application to Web Search Ranking.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835953
• (Friedman et al., 2010) ⇒ Arik Friedman, and Assaf Schuster. (2010). “Data Mining with Differential Privacy.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835868
• (Mueen et al., 2010) ⇒ Abdullah Mueen, and Eamonn Keogh. (2010). “Online Discovery and Maintenance of Time Series Motifs.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835941
• (Tan et al., 2010) ⇒ Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, and Fengjiao Wang. (2010). “Social Action Tracking via Noise Tolerant Time-varying Factor Graphs.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835936
• (Somaiya et al., 2010) ⇒ Manas Somaiya, Christopher Jermaine, and Sanjay Ranka. (2010). “Mixture Models for Learning Low-dimensional Roles in High-dimensional Data.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835919
• (Agarwal et al., 2010) ⇒ Deepak Agarwal, Rahul Agrawal, Rajiv Khanna, and Nagaraj Kota. (2010). “Estimating Rates of Rare Events with Multiple Hierarchies through Scalable Log-linear Models.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835834
• (Jin et al., 2010) ⇒ Xin Jin, Mingyang Zhang, Nan Zhang, and Gautam Das. (2010). “Versatile Publishing for Privacy Preservation.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835851
• (Li et al., 2010) ⇒ Yuefeng Li, Abdulmohsen Algarni, and Ning Zhong. (2010). “Mining Positive and Negative Patterns for Relevance Feature Discovery.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835900
• (Liu et al., 2010) ⇒ Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, and Ji-Rong Wen. (2010). “BioSnowball: Automated Population of Wikis.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835926
• (Sato et al., 2010) ⇒ Issei Sato, and Hiroshi Nakagawa. (2010). “Topic Models with Power-law Using Pitman-Yor Process.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835890
• (Zhang et al., 2010) ⇒ Jianwen Zhang, Yangqiu Song, Changshui Zhang, and Shixia Liu. (2010). “Evolutionary Hierarchical Dirichlet Processes for Multiple Correlated Time-varying Corpora.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835940
• (Wang et al., 2010) ⇒ Xiang Wang, and Ian Davidson. (2010). “Flexible Constrained Spectral Clustering.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835877
• (Tseng et al., 2010) ⇒ Vincent S. Tseng, Cheng-Wei Wu, Bai-En Shie, and Philip S. Yu. (2010). “UP-Growth: An Efficient Algorithm for High Utility Itemset Mining.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835839
• (Yan et al., 2010) ⇒ Yan Yan, Glenn Fung, Jennifer G. Dy, and Romer Rosales. (2010). “Medical Coding Classification by Leveraging Inter-code Relationships.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835831
• (Sculley, 2010) ⇒ D. Sculley. (2010). “Combined Regression and Ranking.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835928
• (Roth et al., 2010) ⇒ Maayan Roth, Assaf Ben-David, David Deutscher, Guy Flysher, Ilan Horn, Ari Leichtberg, Naty Leiser, Yossi Matias, and Ron Merom. (2010). “Suggesting Friends Using the Implicit Social Graph.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835836
• (Mei et al., 2010) ⇒ Qiaozhu Mei, Jian Guo, and Dragomir Radev. (2010). “DivRank: The Interplay of Prestige and Diversity in Information Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835931
• (Bozorgi et al., 2010) ⇒ Mehran Bozorgi, Lawrence K. Saul, Stefan Savage, and Geoffrey M. Voelker. (2010). “Beyond Heuristics: Learning to Classify Vulnerabilities and Predict Exploits.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835821
• (Ye et al., 2010) ⇒ Yanfang Ye, Tao Li, Yong Chen, and Qingshan Jiang. (2010). “Automatic Malware Categorization Using Cluster Ensemble.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835820
• (Wang et al., 2010) ⇒ Zhenxing Wang, and Laiwan Chan. (2010). “An Efficient Causal Discovery Algorithm for Linear Models.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835944
• (Xiang et al., 2010) ⇒ Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, and Jimeng Sun. (2010). “Temporal Recommendation on Graphs via Long- and Short-term Preference Fusion.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835896
• (Fang et al., 2010) ⇒ Qiong Fang, Wilfred Ng, and Jianlin Feng. (2010). “Discovering Significant Relaxed Order-preserving Submatrices.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835861

Keynote Addresses

• (Lu, 2010) ⇒ Qi Lu. (2010). “Data Mining in the Online Services Industry.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835805

Tutorials

• (Langford et al., 2010) ⇒ John Langford, and Alina Beygelzimer. (2010). “Learning through Exploration." Tutorial at the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866290

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