Research Tracks

Research Tracks

45 Lectures · Aug 12, 2007

Uploaded videos:

R1: Web/Text Mining (I)

video-img
15:24

Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...

Benyah Shaparenko

Aug 13, 2007

 · 

3257 Views

Lecture
video-img
16:44

Upping the Baseline for High-Precision Text Classifiers

Aleksander Kołcz

Aug 13, 2007

 · 

3167 Views

Lecture
video-img
14:06

Extracting Semantic Relations from Query Logs

Ricardo Baeza-Yates

Sep 14, 2007

 · 

11060 Views

Lecture
video-img
15:28

Multiscale Topic Tomography

Ramesh Nallapati

Sep 14, 2007

 · 

3655 Views

Lecture
video-img
20:47

A Concept-based Model for Enhancing Text Categorization

Shady Shehata

Sep 14, 2007

 · 

8282 Views

Lecture
video-img
16:26

Expertise modeling for matching papers with reviewers

David Mimno

Sep 14, 2007

 · 

3191 Views

Lecture

R2: Graph Mining and Social Networks

video-img
18:22

Fast Direction-Aware Proximity for Graph Mining

Hanghang Tong

Aug 14, 2007

 · 

6725 Views

Lecture
video-img
15:18

Correlation Search in Graph Databases

Yiping Ke

Aug 14, 2007

 · 

11313 Views

Lecture
video-img
19:39

SCAN: A Structural Clustering Algorithm for Networks

Xiaowei Xu

Sep 14, 2007

 · 

15257 Views

Lecture
video-img
19:52

A Framework For Community Identification in Dynamic Social Networks

Chayant Tantipathananandh

Aug 14, 2007

 · 

6834 Views

Lecture
video-img
13:47

Fast Best-Effort Pattern Matching in Large Attributed Graphs

Hanghang Tong

Aug 14, 2007

 · 

6964 Views

Lecture
video-img
21:44

Temporal Causal Modeling with Graphical Granger Methods

Andrew Arnold

Aug 22, 2007

 · 

9755 Views

Lecture

R4: Web/Text Mining (II)

video-img
18:55

Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...

Dejing Dou

Sep 14, 2007

 · 

3883 Views

Lecture
video-img
20:29

Exploiting Duality in Summarization with Deterministic Guarantees

Panagiotis Karras

Sep 14, 2007

 · 

3184 Views

Lecture
video-img
16:30

Webpage Understanding: an Integrated Approach

Jun Zhu

Sep 14, 2007

 · 

6582 Views

Lecture

R5: Classification (I)

video-img
18:00

Support Feature Machine for Classification of Abnormal Brain Activity

Art Chaovalitwongse

Aug 14, 2007

 · 

6730 Views

Lecture
video-img
17:54

Automatic Labeling of Multinomial Topic Models

Qiaozhu Mei

Aug 14, 2007

 · 

8607 Views

Lecture
video-img
18:58

Mining Statistically Important Equivalence Classes

Jinyan Li

Aug 14, 2007

 · 

3961 Views

Lecture
video-img
20:51

Local Decomposition for Rare Class Analysis

Junjie Wu

Aug 14, 2007

 · 

3151 Views

Lecture

R7: Web/Text Mining (III)

video-img
18:45

Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...

Issei Sato

Sep 14, 2007

 · 

3652 Views

Lecture
video-img
13:25

Tracking Multiple Topics for Finding Interesting Articles

Raymond Pon

Sep 14, 2007

 · 

4137 Views

Lecture
video-img
16:29

Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...

Deepavali Bhagwat

Sep 14, 2007

 · 

4498 Views

Lecture

R8: Pattern Discovery (I)

video-img
18:57

Trajectory Pattern Mining

Mirco Nanni

Aug 14, 2007

 · 

8954 Views

Lecture
video-img
18:11

Detecting Motifs Under Uniform Scaling

Dragomir Yankov

Aug 14, 2007

 · 

6500 Views

Lecture
video-img
24:59

Mining Favorable Facets

Raymond Chi-Wing Wong

Sep 14, 2007

 · 

3417 Views

Lecture

R12: Anomaly/Template Detection

video-img
17:15

Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...

Gaurav Tandon

Sep 14, 2007

 · 

3189 Views

Lecture
video-img
16:51

Cost-effective Outbreak Detection in Networks

Jure Leskovec

Sep 14, 2007

 · 

10626 Views

Lecture
video-img
19:28

Joint Optimization of Wrapper Generation and Template Detection

Ruihua Song

Sep 14, 2007

 · 

4075 Views

Lecture
video-img
17:49

Detecting Anomalous Records in Categorical Datasets

Kaustav Das

Sep 14, 2007

 · 

5363 Views

Lecture

R14: Statistical Methods (I)

video-img
19:54

Hierarchical Mixture Models: a Probabilistic Analysis

Mark Sandler

Aug 15, 2007

 · 

5453 Views

Lecture
video-img
17:24

Information distance from a question to an answer

Xian Zhang

Aug 15, 2007

 · 

3067 Views

Lecture
video-img
20:00

Statistical Change Detection for Multi-Dimensional Data

Xiuyao Song

Aug 15, 2007

 · 

7797 Views

Lecture
video-img
22:42

Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...

Jieping Ye

Aug 15, 2007

 · 

6474 Views

Lecture

R15: Clustering (III)

video-img
15:07

Constraint-Driven Clustering

Rong Ge

Sep 14, 2007

 · 

6428 Views

Lecture
video-img
15:54

A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...

Motoki Shiga

Sep 14, 2007

 · 

3599 Views

Lecture
video-img
18:25

Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...

Frizo Janssens

Sep 14, 2007

 · 

4192 Views

Lecture
video-img
14:54

Enhancing Semi-Supervised Clustering: A Feature Projection Perspective

Wei Tang

Sep 14, 2007

 · 

4229 Views

Lecture

R17: Statistical Methods (II)

video-img
16:24

Scalable Look-Ahead Linear Regression Trees

David Vogel

Aug 15, 2007

 · 

3404 Views

Lecture
video-img
17:34

Estimating Rates of Rare Events at Multiple Resolutions

Deepayan Chakrabarti

Aug 15, 2007

 · 

6358 Views

Lecture
video-img
21:27

Predictive Discrete Latent Factor Models for Large Scale Dyadic Data

Deepak Agarwal

Aug 15, 2007

 · 

7741 Views

Lecture
video-img
15:53

A Scalable Modular Convex Solver for Regularized Risk Minimization

Choon Hui Teo

Aug 15, 2007

 · 

3729 Views

Lecture

R18: Clustering (IV)

video-img
15:35

BoostCluster: Boosting Clustering by Pairwise Constraints

Yi Liu

Sep 14, 2007

 · 

7803 Views

Lecture
video-img
21:09

Nonlinear Adaptive Distance Metric Learning for Clustering

Jieping Ye

Sep 15, 2007

 · 

5651 Views

Lecture
video-img
16:51

A Framework for Simultaneous Co-clustering and Learning from Complex Data

Meghana Deodhar

Sep 15, 2007

 · 

6591 Views

Lecture
video-img
14:49

Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...

Flavia Moser

Sep 15, 2007

 · 

5933 Views

Lecture