Research Tracks

Research Tracks

54 Videos · Aug 12, 2007

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Videos

R1: Web/Text Mining (I)

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Multiscale Topic Tomography

Ramesh Nallapati

Sep 14, 2007

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3658 views

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14:06

Extracting Semantic Relations from Query Logs

Ricardo Baeza-Yates

Sep 14, 2007

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11065 views

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16:26

Expertise modeling for matching papers with reviewers

David Mimno

Sep 14, 2007

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3198 views

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16:44

Upping the Baseline for High-Precision Text Classifiers

Aleksander Kołcz

Aug 13, 2007

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3170 views

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20:47

A Concept-based Model for Enhancing Text Categorization

Shady Shehata

Sep 14, 2007

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8285 views

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15:24

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

Benyah Shaparenko

Aug 13, 2007

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3261 views

R2: Graph Mining and Social Networks

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15:18

Correlation Search in Graph Databases

Yiping Ke

Aug 14, 2007

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11315 views

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13:47

Fast Best-Effort Pattern Matching in Large Attributed Graphs

Hanghang Tong

Aug 14, 2007

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6968 views

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18:22

Fast Direction-Aware Proximity for Graph Mining

Hanghang Tong

Aug 14, 2007

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6730 views

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21:44

Temporal Causal Modeling with Graphical Granger Methods

Andrew Arnold

Aug 22, 2007

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9758 views

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19:52

A Framework For Community Identification in Dynamic Social Networks

Chayant Tantipathananandh

Aug 14, 2007

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6835 views

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19:39

SCAN: A Structural Clustering Algorithm for Networks

Xiaowei Xu

Sep 14, 2007

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15262 views

R4: Web/Text Mining (II)

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18:55

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

Dejing Dou

Sep 14, 2007

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3887 views

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16:30

Webpage Understanding: an Integrated Approach

Jun Zhu

Sep 14, 2007

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6590 views

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20:29

Exploiting Duality in Summarization with Deterministic Guarantees

Panagiotis Karras

Sep 14, 2007

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3187 views

R5: Classification (I)

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18:00

Support Feature Machine for Classification of Abnormal Brain Activity

Art Chaovalitwongse

Aug 14, 2007

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6731 views

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20:51

Local Decomposition for Rare Class Analysis

Junjie Wu

Aug 14, 2007

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3156 views

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17:54

Automatic Labeling of Multinomial Topic Models

Qiaozhu Mei

Aug 14, 2007

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8609 views

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18:58

Mining Statistically Important Equivalence Classes

Jinyan Li

Aug 14, 2007

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3965 views

R7: Web/Text Mining (III)

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18:45

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

Issei Sato

Sep 14, 2007

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3655 views

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13:25

Tracking Multiple Topics for Finding Interesting Articles

Raymond Pon

Sep 14, 2007

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4140 views

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16:29

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

Deepavali Bhagwat

Sep 14, 2007

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4501 views

R8: Pattern Discovery (I)

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24:59

Mining Favorable Facets

Raymond Chi-Wing Wong

Sep 14, 2007

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3421 views

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18:57

Trajectory Pattern Mining

Mirco Nanni

Aug 14, 2007

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8958 views

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18:11

Detecting Motifs Under Uniform Scaling

Dragomir Yankov

Aug 14, 2007

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6502 views

R10: Web/Text Mining (IV)

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17:51

Cross-language information retrieval using PARAFAC2

Peter Chew

Sep 4, 2019

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88 views

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19:54

Feature Selection Methods for Text Classification

Anirban Dasgupta

Sep 4, 2019

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183 views

Draft
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17:41

Generalized Component Analysis for Text with Heterogeneous Attributes

Xuerui Wang

Sep 4, 2019

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40 views

Draft
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18:47

Detecting research topics via the correlation between graphs and texts

Yookyung Jo

Sep 4, 2019

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95 views

R12: Anomaly/Template Detection

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16:51

Cost-effective Outbreak Detection in Networks

Jure Leskovec

Sep 14, 2007

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10639 views

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19:28

Joint Optimization of Wrapper Generation and Template Detection

Ruihua Song

Sep 14, 2007

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4079 views

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17:15

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

Gaurav Tandon

Sep 14, 2007

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3192 views

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17:49

Detecting Anomalous Records in Categorical Datasets

Kaustav Das

Sep 14, 2007

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5365 views

R14: Statistical Methods (I)

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22:42

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

Jieping Ye

Aug 15, 2007

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6477 views

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17:24

Information distance from a question to an answer

Xian Zhang

Aug 15, 2007

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3070 views

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20:00

Statistical Change Detection for Multi-Dimensional Data

Xiuyao Song

Aug 15, 2007

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7800 views

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19:54

Hierarchical Mixture Models: a Probabilistic Analysis

Mark Sandler

Aug 15, 2007

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5455 views

R15: Clustering (III)

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15:07

Constraint-Driven Clustering

Rong Ge

Sep 14, 2007

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6430 views

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15:54

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

Motoki Shiga

Sep 14, 2007

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3602 views

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18:25

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

Frizo Janssens

Sep 14, 2007

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4195 views

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14:54

Enhancing Semi-Supervised Clustering: A Feature Projection Perspective

Wei Tang

Sep 14, 2007

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4232 views

R17: Statistical Methods (II)

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21:27

Predictive Discrete Latent Factor Models for Large Scale Dyadic Data

Deepak Agarwal

Aug 15, 2007

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7746 views

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16:24

Scalable Look-Ahead Linear Regression Trees

David Vogel

Aug 15, 2007

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3407 views

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17:34

Estimating Rates of Rare Events at Multiple Resolutions

Deepayan Chakrabarti

Aug 15, 2007

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6367 views

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15:53

A Scalable Modular Convex Solver for Regularized Risk Minimization

Choon Hui Teo

Aug 15, 2007

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3734 views

R18: Clustering (IV)

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16:51

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

Meghana Deodhar

Sep 15, 2007

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6597 views

Draft
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17:04

Enhanced max margin learning on multimodal data mining in a multimedia database

Feb 18, 2024

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0 views

Draft
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18:26

Efficient and effective explanation of change in hierarchical summaries

Feb 18, 2024

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0 views

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06:01

A statistical framework for mining data streams

Feb 18, 2024

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0 views

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20:00

Very sparse stable random projections for dimension reduction in lα (0 <α ≤ 2) n...

Feb 18, 2024

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0 views

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15:35

BoostCluster: Boosting Clustering by Pairwise Constraints

Yi Liu

Sep 14, 2007

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7805 views

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

Flavia Moser

Sep 15, 2007

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5935 views

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21:09

Nonlinear Adaptive Distance Metric Learning for Clustering

Jieping Ye

Sep 15, 2007

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5654 views

Draft
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17:02

Discovering the hidden structure of house prices with a non-parametric latent ma...

Feb 18, 2024

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0 views