-
1
-
On Temporal Evolution in Data Streams
-
2
-
The Future of CiteSeer: CiteSeer<Superscript>
<Emphasis Type="Italic">x</Emphasis>
</Superscript>
-
3
-
Learning to Have Fun
-
4
-
Winning the DARPA Grand Challenge
-
5
-
Challenges of Urban Sensing
-
6
-
SD-Map – A Fast Algorithm for Exhaustive Subgroup Discovery
-
18
-
Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics
-
30
-
Clustering Scientific Literature Using Sparse Citation Graph Analysis
-
42
-
VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences
-
55
-
Don’t Be Afraid of Simpler Patterns
-
67
-
An Adaptive Prequential Learning Framework for Bayesian Network Classifiers
-
79
-
Adaptive Active Classification of Cell Assay Images
-
91
-
Learning Parameters in Entity Relationship Graphs from Ranking Preferences
-
103
-
Detecting Fraudulent Personalities in Networks of Online Auctioneers
-
115
-
Measuring Constraint-Set Utility for Partitional Clustering Algorithms
-
127
-
Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering
-
139
-
Optimal String Mining Under Frequency Constraints
-
151
-
<Emphasis Type="Italic">k</Emphasis>-Anonymous Decision Tree Induction
-
163
-
Closed Sets for Labeled Data
-
175
-
Finding Trees from Unordered 0–1 Data
-
187
-
Web Communities Identification from Random Walks
-
199
-
Information Marginalization on Subgraphs
-
211
-
Why Does Subsequence Time-Series Clustering Produce Sine Waves?
-
223
-
Transductive Learning for Text Classification Using Explicit Knowledge Models
-
235
-
Exploring Multiple Communities with Kernel-Based Link Analysis
-
247
-
Distribution Rules with Numeric Attributes of Interest
-
259
-
Tractable Models for Information Diffusion in Social Networks
-
272
-
Efficient Spatial Classification Using Decoupled Conditional Random Fields
-
284
-
Group SAX: Extending the Notion of Contrast Sets to Time Series and Multimedia Data
-
297
-
An Attacker’s View of Distance Preserving Maps for Privacy Preserving Data Mining
-
309
-
A Scalable Distributed Stream Mining System for Highway Traffic Data
-
322
-
K-Landmarks: Distributed Dimensionality Reduction for Clustering Quality Maintenance
-
335
-
The Discrete Basis Problem
-
347
-
Evaluation of Summarization Schemes for Learning in Streams
-
359
-
Efficient Mining of Correlation Patterns in Spatial Point Data
-
371
-
Improving Functional Modularity in Protein-Protein Interactions Graphs Using Hub-Induced Subgraphs
-
383
-
Refining Aggregate Conditions in Relational Learning
-
395
-
Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification
-
407
-
RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings
-
421
-
Distributed Subgroup Mining
-
434
-
Network Flow for Collaborative Ranking
-
446
-
Finding Hierarchies of Subspace Clusters
-
454
-
Integrating Pattern Mining in Relational Databases
-
462
-
Discovering Patterns in Real-Valued Time Series
-
470
-
Classification of Dementia Types from Cognitive Profiles Data
-
478
-
When Efficient Model Averaging Out-Performs Boosting and Bagging
-
487
-
Peak-Jumping Frequent Itemset Mining Algorithms
-
495
-
Autonomous Visualization
-
503
-
Naive Bayes for Text Classification with Unbalanced Classes
-
511
-
Knowledge-Conscious Data Clustering
-
520
-
On the Lower Bound of Reconstruction Error for Spectral Filtering Based Privacy Preserving Data Mining
-
528
-
Frequent Pattern Discovery Without Binarization: Mining Attribute Profiles
-
536
-
Efficient Name Disambiguation for Large-Scale Databases
-
545
-
Adaptive Segmentation-Based Symbolic Representations of Time Series for Better Modeling and Lower Bounding Distance Measures
-
553
-
A Feature Generation Algorithm for Sequences with Application to Splice-Site Prediction
-
561
-
Discovering Image-Text Associations for Cross-Media Web Information Fusion
-
569
-
Mining Sequences of Temporal Intervals
-
577
-
Pattern Teams
-
585
-
Compression Picks Item Sets That Matter
-
593
-
Discovering Overlapping Communities of Named Entities
-
601
-
Closed Non-derivable Itemsets
-
609
-
Learning a Distance Metric for Object Identification Without Human Supervision
-
617
-
Towards Association Rules with Hidden Variables
-
625
-
A Data Mining Approach to the Joint Evaluation of Field and Manufacturing Data in Automotive Industry
-
633
-
Incremental Aspect Models for Mining Document Streams
-
641
-
Learning Approximate MRFs from Large Transaction Data
-
650
-
Similarity Search for Multi-dimensional NMR-Spectra of Natural Products
