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Research Tracks

R1: Web/Text Mining (I)
20 views, 23:44:46 Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document Databases Benyah Shaparenko	20 views, 23:54:13 Upping the Baseline for High-Precision Text Classifiers Aleksander Kolcz	135 views, 00:14:06 Extracting Semantic Relations from Query Logs Ricardo Baeza-Yates	40 views, 00:15:28 Multiscale Topic Tomography Ramesh Nallapati
126 views, 00:20:47 A Concept-based Model for Enhancing Text Categorization Shady Shehata	9 views, 00:16:26 Expertise modeling for matching papers with reviewers David Mimno
R2: Graph Mining and Social Networks
[syn]  108 views, 00:18:22 Fast Direction-Aware Proximity for Graph Mining Hanghang Tong	[syn]  402 views, 00:15:01 Correlation Search in Graph Databases Yiping Ke	[syn]  106 views, 00:19:39 SCAN: A Structural Clustering Algorithm for Networks Xiaowei Xu 1 comment	[syn]  190 views, 00:19:41 A Framework For Community Identification in Dynamic Social Networks Chayant Tantipathananandh 3 comments
117 views, 09:11:28 Fast Best-Effort Pattern Matching in Large Attributed Graphs Hanghang Tong	[syn]  126 views, 00:21:44 Temporal Causal Modeling with Graphical Granger Methods Andrew Arnold
R4: Web/Text Mining (II)
[syn]  26 views, 00:18:55 Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Brain Wave Ontologies Dejing Dou	[syn]  19 views, 00:20:29 Exploiting Duality in Summarization with Deterministic Guarantees Panagiotis Karras	[syn]  59 views, 00:16:30 Webpage Understanding: an Integrated Approach Jun Zhu 1 comment
R5: Classification (I)
[syn]  65 views, 00:17:46 Support Feature Machine for Classification of Abnormal Brain Activity Art Chaovalitwongse	runner up - student best paper [syn]  169 views, 00:17:45 Automatic Labeling of Multinomial Topic Models Qiaozhu Mei	[syn]  40 views, 00:18:46 Mining Statistically Important Equivalence Classes Jinyan Li	[syn]  51 views, 00:20:51 Local Decomposition for Rare Class Analysis Junjie Wu
R7: Web/Text Mining (III)
[syn]  46 views, 00:18:45 Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model with Dirichlet Prior Issei Sato	30 views, 00:13:25 Tracking Multiple Topics for Finding Interesting Articles Raymond Pon 1 comment	34 views, 00:16:29 Content-based Document Routing and Index Partitioning for Scalable Similarity-based Searches in a Large Corpus Deepavali Bhagwat
R8: Pattern Discovery (I)
[syn]  173 views, 00:18:41 Trajectory Pattern Mining Mirco Nanni 1 comment	[syn]  59 views, 00:13:05 Finding low-entropy sets and trees from binary data Hannes Heikinheimo	[syn]  60 views, 12:35:24 Detecting Motifs Under Uniform Scaling Dragomir Yankov 1 comment	[syn]  30 views, 00:24:59 Mining Favorable Facets Raymond Chi-Wing Wong 2 comments
R12: Anomaly/Template Detection
[syn]  36 views, 00:17:15 Weighting versus Pruning in Rule Validation for Detecting Network and Host Anomalies Gaurav Tandon	best paper 139 views, 00:16:51 Cost-effective Outbreak Detection in Networks Jure Leskovec	[syn]  46 views, 00:19:28 Joint Optimization of Wrapper Generation and Template Detection Ruihua Song	[syn]  31 views, 00:17:49 Detecting Anomalous Records in Categorical Datasets Kaustav Das
R14: Statistical Methods (I)
75 views, 00:19:54 Hierarchical Mixture Models: a Probabilistic Analysis Mark Sandler	40 views, 10:49:00 Information distance from a question to an answer Xian Zhang	[syn]  85 views, 10:52:21 Statistical Change Detection for Multi-Dimensional Data Xiuyao Song	111 views, 00:22:42 Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constrained Quadratic Programming Jieping Ye
R15: Clustering (III)
[syn]  105 views, 00:15:07 Constraint-Driven Clustering Rong Ge	[syn]  35 views, 00:15:54 A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a Modular Network Motoki Shiga	[syn]  39 views, 00:18:25 Dynamic hybrid clustering of bioinformatics by incorporating text mining and citation analysis Frizo Janssens	54 views, 00:14:54 Enhancing Semi-Supervised Clustering: A Feature Projection Perspective Wei Tang
R17: Statistical Methods (II)
31 views, 00:16:24 Scalable Look-Ahead Linear Regression Trees David Vogel	[syn]  42 views, 11:47:52 Estimating Rates of Rare Events at Multiple Resolutions Deepayan Chakrabarti	best paper [syn]  122 views, 00:21:27 Predictive Discrete Latent Factor Models for Large Scale Dyadic Data Deepak Agarwal	12 views, 12:00:20 A Scalable Modular Convex Solver for Regularized Risk Minimization Choon Hui Teo
R18: Clustering (IV)
92 views, 00:15:35 BoostCluster: Boosting Clustering by Pairwise Constraints Yi Liu	67 views, 00:21:09 Nonlinear Adaptive Distance Metric Learning for Clustering Jieping Ye	131 views, 00:16:51 A Framework for Simultaneous Co-clustering and Learning from Complex Data Meghana Deodhar	104 views, 00:14:49 Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specification of the Number of Clusters Flavia Moser

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