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Videos
R1: Web/Text Mining (I)

Multiscale Topic Tomography
Sep 14, 2007
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3662 views

Extracting Semantic Relations from Query Logs
Sep 14, 2007
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11073 views

Expertise modeling for matching papers with reviewers
Sep 14, 2007
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3202 views

Upping the Baseline for High-Precision Text Classifiers
Aug 13, 2007
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3173 views

A Concept-based Model for Enhancing Text Categorization
Sep 14, 2007
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8288 views

Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...
Aug 13, 2007
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3265 views
R2: Graph Mining and Social Networks

Correlation Search in Graph Databases
Aug 14, 2007
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11319 views

Fast Best-Effort Pattern Matching in Large Attributed Graphs
Aug 14, 2007
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6972 views

Fast Direction-Aware Proximity for Graph Mining
Aug 14, 2007
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6734 views

Temporal Causal Modeling with Graphical Granger Methods
Aug 22, 2007
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9761 views

A Framework For Community Identification in Dynamic Social Networks
Aug 14, 2007
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6837 views

SCAN: A Structural Clustering Algorithm for Networks
Sep 14, 2007
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15302 views
R4: Web/Text Mining (II)

Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...
Sep 14, 2007
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3891 views

Webpage Understanding: an Integrated Approach
Sep 14, 2007
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6596 views

Exploiting Duality in Summarization with Deterministic Guarantees
Sep 14, 2007
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3189 views
R5: Classification (I)

Support Feature Machine for Classification of Abnormal Brain Activity
Aug 14, 2007
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6733 views

Local Decomposition for Rare Class Analysis
Aug 14, 2007
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3158 views

Automatic Labeling of Multinomial Topic Models
Aug 14, 2007
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8612 views

Mining Statistically Important Equivalence Classes
Aug 14, 2007
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3966 views
R7: Web/Text Mining (III)

Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...
Sep 14, 2007
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3658 views

Tracking Multiple Topics for Finding Interesting Articles
Sep 14, 2007
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4144 views

Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...
Sep 14, 2007
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4504 views
R8: Pattern Discovery (I)

Mining Favorable Facets
Sep 14, 2007
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3423 views

Trajectory Pattern Mining
Aug 14, 2007
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8962 views

Detecting Motifs Under Uniform Scaling
Aug 14, 2007
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6506 views
R10: Web/Text Mining (IV)

Cross-language information retrieval using PARAFAC2
Sep 4, 2019
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88 views

Feature Selection Methods for Text Classification
Sep 4, 2019
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183 views

Generalized Component Analysis for Text with Heterogeneous Attributes
Sep 4, 2019
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40 views

Detecting research topics via the correlation between graphs and texts
Sep 4, 2019
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95 views
R12: Anomaly/Template Detection

Cost-effective Outbreak Detection in Networks
Sep 14, 2007
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10647 views

Joint Optimization of Wrapper Generation and Template Detection
Sep 14, 2007
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4085 views

Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...
Sep 14, 2007
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3196 views

Detecting Anomalous Records in Categorical Datasets
Sep 14, 2007
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5370 views
R14: Statistical Methods (I)

Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007
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6479 views

Information distance from a question to an answer
Aug 15, 2007
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3072 views

Statistical Change Detection for Multi-Dimensional Data
Aug 15, 2007
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7804 views

Hierarchical Mixture Models: a Probabilistic Analysis
Aug 15, 2007
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5457 views
R15: Clustering (III)

Constraint-Driven Clustering
Sep 14, 2007
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6434 views

A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...
Sep 14, 2007
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3605 views

Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...
Sep 14, 2007
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4198 views

Enhancing Semi-Supervised Clustering: A Feature Projection Perspective
Sep 14, 2007
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4239 views
R17: Statistical Methods (II)

Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Aug 15, 2007
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7749 views

Scalable Look-Ahead Linear Regression Trees
Aug 15, 2007
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3413 views

Estimating Rates of Rare Events at Multiple Resolutions
Aug 15, 2007
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6372 views

A Scalable Modular Convex Solver for Regularized Risk Minimization
Aug 15, 2007
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3739 views
R18: Clustering (IV)

A Framework for Simultaneous Co-clustering and Learning from Complex Data
Sep 15, 2007
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6599 views

Enhanced max margin learning on multimodal data mining in a multimedia database
Feb 18, 2024
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0 views

Efficient and effective explanation of change in hierarchical summaries
Feb 18, 2024
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0 views

A statistical framework for mining data streams
Feb 18, 2024
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0 views

Very sparse stable random projections for dimension reduction in lα (0 <α ≤ 2) n...
Feb 18, 2024
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0 views

BoostCluster: Boosting Clustering by Pairwise Constraints
Sep 14, 2007
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7811 views

Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...
Sep 15, 2007
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5937 views

Nonlinear Adaptive Distance Metric Learning for Clustering
Sep 15, 2007
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5657 views

Discovering the hidden structure of house prices with a non-parametric latent ma...
Feb 18, 2024
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0 views