Research Tracks
54 Videos · Aug 12, 2007
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Videos
R1: Web/Text Mining (I)
Multiscale Topic Tomography
Sep 14, 2007
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3660 views
Extracting Semantic Relations from Query Logs
Sep 14, 2007
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11070 views
Expertise modeling for matching papers with reviewers
Sep 14, 2007
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3198 views
Upping the Baseline for High-Precision Text Classifiers
Aug 13, 2007
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3172 views
A Concept-based Model for Enhancing Text Categorization
Sep 14, 2007
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8285 views
Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...
Aug 13, 2007
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3263 views
R2: Graph Mining and Social Networks
Correlation Search in Graph Databases
Aug 14, 2007
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11317 views
Fast Best-Effort Pattern Matching in Large Attributed Graphs
Aug 14, 2007
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6968 views
Fast Direction-Aware Proximity for Graph Mining
Aug 14, 2007
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6733 views
Temporal Causal Modeling with Graphical Granger Methods
Aug 22, 2007
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9759 views
A Framework For Community Identification in Dynamic Social Networks
Aug 14, 2007
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6835 views
SCAN: A Structural Clustering Algorithm for Networks
Sep 14, 2007
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15269 views
R4: Web/Text Mining (II)
Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...
Sep 14, 2007
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3890 views
Webpage Understanding: an Integrated Approach
Sep 14, 2007
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6590 views
Exploiting Duality in Summarization with Deterministic Guarantees
Sep 14, 2007
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3188 views
R5: Classification (I)
Support Feature Machine for Classification of Abnormal Brain Activity
Aug 14, 2007
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6732 views
Local Decomposition for Rare Class Analysis
Aug 14, 2007
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3157 views
Automatic Labeling of Multinomial Topic Models
Aug 14, 2007
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8611 views
Mining Statistically Important Equivalence Classes
Aug 14, 2007
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3965 views
R7: Web/Text Mining (III)
Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...
Sep 14, 2007
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3656 views
Tracking Multiple Topics for Finding Interesting Articles
Sep 14, 2007
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4142 views
Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...
Sep 14, 2007
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4503 views
R8: Pattern Discovery (I)
Mining Favorable Facets
Sep 14, 2007
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3421 views
Trajectory Pattern Mining
Aug 14, 2007
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8959 views
Detecting Motifs Under Uniform Scaling
Aug 14, 2007
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6505 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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10643 views
Joint Optimization of Wrapper Generation and Template Detection
Sep 14, 2007
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4083 views
Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...
Sep 14, 2007
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3195 views
Detecting Anomalous Records in Categorical Datasets
Sep 14, 2007
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5367 views
R14: Statistical Methods (I)
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007
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6478 views
Information distance from a question to an answer
Aug 15, 2007
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3071 views
Statistical Change Detection for Multi-Dimensional Data
Aug 15, 2007
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7801 views
Hierarchical Mixture Models: a Probabilistic Analysis
Aug 15, 2007
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5456 views
R15: Clustering (III)
Constraint-Driven Clustering
Sep 14, 2007
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6432 views
A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...
Sep 14, 2007
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3603 views
Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...
Sep 14, 2007
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4196 views
Enhancing Semi-Supervised Clustering: A Feature Projection Perspective
Sep 14, 2007
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4235 views
R17: Statistical Methods (II)
Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Aug 15, 2007
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7748 views
Scalable Look-Ahead Linear Regression Trees
Aug 15, 2007
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3410 views
Estimating Rates of Rare Events at Multiple Resolutions
Aug 15, 2007
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6369 views
A Scalable Modular Convex Solver for Regularized Risk Minimization
Aug 15, 2007
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3737 views
R18: Clustering (IV)
A Framework for Simultaneous Co-clustering and Learning from Complex Data
Sep 15, 2007
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6598 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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7809 views
Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...
Sep 15, 2007
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5936 views
Nonlinear Adaptive Distance Metric Learning for Clustering
Sep 15, 2007
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5655 views
Discovering the hidden structure of house prices with a non-parametric latent ma...
Feb 18, 2024
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0 views