Research Tracks
45 Lectures · Aug 12, 2007
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R1: Web/Text Mining (I)
Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...
Aug 13, 2007
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3254 Views
Upping the Baseline for High-Precision Text Classifiers
Aug 13, 2007
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3164 Views
Extracting Semantic Relations from Query Logs
Sep 14, 2007
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11059 Views
Multiscale Topic Tomography
Sep 14, 2007
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3651 Views
A Concept-based Model for Enhancing Text Categorization
Sep 14, 2007
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8278 Views
Expertise modeling for matching papers with reviewers
Sep 14, 2007
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3189 Views
R2: Graph Mining and Social Networks
Fast Direction-Aware Proximity for Graph Mining
Aug 14, 2007
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6722 Views
Correlation Search in Graph Databases
Aug 14, 2007
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11312 Views
SCAN: A Structural Clustering Algorithm for Networks
Sep 14, 2007
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15248 Views
A Framework For Community Identification in Dynamic Social Networks
Aug 14, 2007
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6827 Views
Fast Best-Effort Pattern Matching in Large Attributed Graphs
Aug 14, 2007
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6960 Views
Temporal Causal Modeling with Graphical Granger Methods
Aug 22, 2007
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9751 Views
R4: Web/Text Mining (II)
Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...
Sep 14, 2007
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3879 Views
Exploiting Duality in Summarization with Deterministic Guarantees
Sep 14, 2007
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3181 Views
Webpage Understanding: an Integrated Approach
Sep 14, 2007
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6579 Views
R5: Classification (I)
Support Feature Machine for Classification of Abnormal Brain Activity
Aug 14, 2007
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6728 Views
Automatic Labeling of Multinomial Topic Models
Aug 14, 2007
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8605 Views
Mining Statistically Important Equivalence Classes
Aug 14, 2007
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3953 Views
Local Decomposition for Rare Class Analysis
Aug 14, 2007
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3151 Views
R7: Web/Text Mining (III)
Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...
Sep 14, 2007
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3649 Views
Tracking Multiple Topics for Finding Interesting Articles
Sep 14, 2007
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4133 Views
Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...
Sep 14, 2007
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4495 Views
R8: Pattern Discovery (I)
Trajectory Pattern Mining
Aug 14, 2007
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8951 Views
Detecting Motifs Under Uniform Scaling
Aug 14, 2007
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6497 Views
Mining Favorable Facets
Sep 14, 2007
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3415 Views
R12: Anomaly/Template Detection
Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...
Sep 14, 2007
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3187 Views
Cost-effective Outbreak Detection in Networks
Sep 14, 2007
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10622 Views
Joint Optimization of Wrapper Generation and Template Detection
Sep 14, 2007
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4072 Views
Detecting Anomalous Records in Categorical Datasets
Sep 14, 2007
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5362 Views
R14: Statistical Methods (I)
Hierarchical Mixture Models: a Probabilistic Analysis
Aug 15, 2007
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5451 Views
Information distance from a question to an answer
Aug 15, 2007
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3066 Views
Statistical Change Detection for Multi-Dimensional Data
Aug 15, 2007
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7794 Views
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007
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6471 Views
R15: Clustering (III)
Constraint-Driven Clustering
Sep 14, 2007
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6425 Views
A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...
Sep 14, 2007
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3597 Views
Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...
Sep 14, 2007
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4186 Views
Enhancing Semi-Supervised Clustering: A Feature Projection Perspective
Sep 14, 2007
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4227 Views
R17: Statistical Methods (II)
Scalable Look-Ahead Linear Regression Trees
Aug 15, 2007
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3401 Views
Estimating Rates of Rare Events at Multiple Resolutions
Aug 15, 2007
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6356 Views
Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Aug 15, 2007
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7736 Views
A Scalable Modular Convex Solver for Regularized Risk Minimization
Aug 15, 2007
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3728 Views
R18: Clustering (IV)
BoostCluster: Boosting Clustering by Pairwise Constraints
Sep 14, 2007
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7801 Views
Nonlinear Adaptive Distance Metric Learning for Clustering
Sep 15, 2007
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5649 Views
A Framework for Simultaneous Co-clustering and Learning from Complex Data
Sep 15, 2007
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6590 Views
Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...
Sep 15, 2007
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5929 Views