Research Tracks
54 Videos · Aug 12, 2007
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Videos
R1: Web/Text Mining (I)
Multiscale Topic Tomography
Sep 14, 2007 3679 views
Extracting Semantic Relations from Query Logs
Sep 14, 2007 11089 views
Expertise modeling for matching papers with reviewers
Sep 14, 2007 3222 views
Upping the Baseline for High-Precision Text Classifiers
Aug 13, 2007 3194 views
A Concept-based Model for Enhancing Text Categorization
Sep 14, 2007 8296 views
Information Genealogy: Uncovering the Flow of Ideas in Non-Hyperlinked Document ...
Aug 13, 2007 3268 views
R2: Graph Mining and Social Networks
Correlation Search in Graph Databases
Aug 14, 2007 11327 views
Fast Best-Effort Pattern Matching in Large Attributed Graphs
Aug 14, 2007 6980 views
Fast Direction-Aware Proximity for Graph Mining
Aug 14, 2007 6745 views
Temporal Causal Modeling with Graphical Granger Methods
Aug 22, 2007 9775 views
A Framework For Community Identification in Dynamic Social Networks
Aug 14, 2007 6845 views
SCAN: A Structural Clustering Algorithm for Networks
Sep 14, 2007 15327 views
R4: Web/Text Mining (II)
Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Br...
Sep 14, 2007 3897 views
Webpage Understanding: an Integrated Approach
Sep 14, 2007 6612 views
Exploiting Duality in Summarization with Deterministic Guarantees
Sep 14, 2007 3204 views
R5: Classification (I)
Support Feature Machine for Classification of Abnormal Brain Activity
Aug 14, 2007 6749 views
Local Decomposition for Rare Class Analysis
Aug 14, 2007 3171 views
Automatic Labeling of Multinomial Topic Models
Aug 14, 2007 8621 views
Mining Statistically Important Equivalence Classes
Aug 14, 2007 3979 views
R7: Web/Text Mining (III)
Knowledge Discovery of Multiple-topic Document using Parametric Mixture Model wi...
Sep 14, 2007 3667 views
Tracking Multiple Topics for Finding Interesting Articles
Sep 14, 2007 4162 views
Content-based Document Routing and Index Partitioning for Scalable Similarity-ba...
Sep 14, 2007 4519 views
R8: Pattern Discovery (I)
Mining Favorable Facets
Sep 14, 2007 3432 views
Trajectory Pattern Mining
Aug 14, 2007 8974 views
Detecting Motifs Under Uniform Scaling
Aug 14, 2007 6527 views
R10: Web/Text Mining (IV)
Cross-language information retrieval using PARAFAC2
Sep 4, 2019 88 views
Feature Selection Methods for Text Classification
Sep 4, 2019 183 views
Generalized Component Analysis for Text with Heterogeneous Attributes
Sep 4, 2019 40 views
Detecting research topics via the correlation between graphs and texts
Sep 4, 2019 95 views
R12: Anomaly/Template Detection
Cost-effective Outbreak Detection in Networks
Sep 14, 2007 10683 views
Joint Optimization of Wrapper Generation and Template Detection
Sep 14, 2007 4098 views
Weighting versus Pruning in Rule Validation for Detecting Network and Host Anoma...
Sep 14, 2007 3204 views
Detecting Anomalous Records in Categorical Datasets
Sep 14, 2007 5386 views
R14: Statistical Methods (I)
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007 6483 views
Information distance from a question to an answer
Aug 15, 2007 3076 views
Statistical Change Detection for Multi-Dimensional Data
Aug 15, 2007 7827 views
Hierarchical Mixture Models: a Probabilistic Analysis
Aug 15, 2007 5462 views
R15: Clustering (III)
Constraint-Driven Clustering
Sep 14, 2007 6443 views
A Spectral Clustering Approach to Optimally Combining Numerical Vectors with a M...
Sep 14, 2007 3608 views
Dynamic hybrid clustering of bioinformatics by incorporating text mining and cit...
Sep 14, 2007 4206 views
Enhancing Semi-Supervised Clustering: A Feature Projection Perspective
Sep 14, 2007 4244 views
R17: Statistical Methods (II)
Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Aug 15, 2007 7766 views
Scalable Look-Ahead Linear Regression Trees
Aug 15, 2007 3428 views
Estimating Rates of Rare Events at Multiple Resolutions
Aug 15, 2007 6389 views
A Scalable Modular Convex Solver for Regularized Risk Minimization
Aug 15, 2007 3749 views
R18: Clustering (IV)
A Framework for Simultaneous Co-clustering and Learning from Complex Data
Sep 15, 2007 6610 views
Enhanced max margin learning on multimodal data mining in a multimedia database
Feb 18, 2024 0 views
Efficient and effective explanation of change in hierarchical summaries
Feb 18, 2024 0 views
A statistical framework for mining data streams
Feb 18, 2024 0 views
Very sparse stable random projections for dimension reduction in lα (0 <α ≤ 2) n...
Feb 18, 2024 0 views
BoostCluster: Boosting Clustering by Pairwise Constraints
Sep 14, 2007 7824 views
Joint Cluster Analysis of Attribute and Relationship Data Without Priori Specifi...
Sep 15, 2007 5948 views
Nonlinear Adaptive Distance Metric Learning for Clustering
Sep 15, 2007 5667 views
Discovering the hidden structure of house prices with a non-parametric latent ma...
Feb 18, 2024 0 views