Research Tracks
45 Lectures · Aug 12, 2007
About
Description is not available
Related categories
Uploaded videos:
R1: Web/Text Mining (I)
Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...
Aug 13, 2007
·
3257 Views
Upping the Baseline for High-Precision Text Classifiers
Aug 13, 2007
·
3167 Views
Extracting Semantic Relations from Query Logs
Sep 14, 2007
·
11061 Views
Multiscale Topic Tomography
Sep 14, 2007
·
3655 Views
A Concept-based Model for Enhancing Text Categorization
Sep 14, 2007
·
8283 Views
Expertise modeling for matching papers with reviewers
Sep 14, 2007
·
3191 Views
R2: Graph Mining and Social Networks
Fast Direction-Aware Proximity for Graph Mining
Aug 14, 2007
·
6727 Views
Correlation Search in Graph Databases
Aug 14, 2007
·
11313 Views
SCAN: A Structural Clustering Algorithm for Networks
Sep 14, 2007
·
15258 Views
A Framework For Community Identification in Dynamic Social Networks
Aug 14, 2007
·
6834 Views
Fast Best-Effort Pattern Matching in Large Attributed Graphs
Aug 14, 2007
·
6964 Views
Temporal Causal Modeling with Graphical Granger Methods
Aug 22, 2007
·
9755 Views
R4: Web/Text Mining (II)
Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...
Sep 14, 2007
·
3883 Views
Exploiting Duality in Summarization with Deterministic Guarantees
Sep 14, 2007
·
3184 Views
Webpage Understanding: an Integrated Approach
Sep 14, 2007
·
6583 Views
R5: Classification (I)
Support Feature Machine for Classification of Abnormal Brain Activity
Aug 14, 2007
·
6730 Views
Automatic Labeling of Multinomial Topic Models
Aug 14, 2007
·
8607 Views
Mining Statistically Important Equivalence Classes
Aug 14, 2007
·
3961 Views
Local Decomposition for Rare Class Analysis
Aug 14, 2007
·
3151 Views
R7: Web/Text Mining (III)
Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...
Sep 14, 2007
·
3652 Views
Tracking Multiple Topics for Finding Interesting Articles
Sep 14, 2007
·
4137 Views
Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...
Sep 14, 2007
·
4498 Views
R8: Pattern Discovery (I)
Trajectory Pattern Mining
Aug 14, 2007
·
8954 Views
Detecting Motifs Under Uniform Scaling
Aug 14, 2007
·
6500 Views
Mining Favorable Facets
Sep 14, 2007
·
3419 Views
R12: Anomaly/Template Detection
Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...
Sep 14, 2007
·
3189 Views
Cost-effective Outbreak Detection in Networks
Sep 14, 2007
·
10626 Views
Joint Optimization of Wrapper Generation and Template Detection
Sep 14, 2007
·
4075 Views
Detecting Anomalous Records in Categorical Datasets
Sep 14, 2007
·
5363 Views
R14: Statistical Methods (I)
Hierarchical Mixture Models: a Probabilistic Analysis
Aug 15, 2007
·
5453 Views
Information distance from a question to an answer
Aug 15, 2007
·
3068 Views
Statistical Change Detection for Multi-Dimensional Data
Aug 15, 2007
·
7797 Views
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007
·
6474 Views
R15: Clustering (III)
Constraint-Driven Clustering
Sep 14, 2007
·
6428 Views
A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...
Sep 14, 2007
·
3599 Views
Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...
Sep 14, 2007
·
4192 Views
Enhancing Semi-Supervised Clustering: A Feature Projection Perspective
Sep 14, 2007
·
4229 Views
R17: Statistical Methods (II)
Scalable Look-Ahead Linear Regression Trees
Aug 15, 2007
·
3404 Views
Estimating Rates of Rare Events at Multiple Resolutions
Aug 15, 2007
·
6358 Views
Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Aug 15, 2007
·
7741 Views
A Scalable Modular Convex Solver for Regularized Risk Minimization
Aug 15, 2007
·
3729 Views
R18: Clustering (IV)
BoostCluster: Boosting Clustering by Pairwise Constraints
Sep 14, 2007
·
7803 Views
Nonlinear Adaptive Distance Metric Learning for Clustering
Sep 15, 2007
·
5651 Views
A Framework for Simultaneous Co-clustering and Learning from Complex Data
Sep 15, 2007
·
6592 Views
Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...
Sep 15, 2007
·
5933 Views