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Conferences in DBLP
Theory-Practice Interplay in Machine Learning - Emerging Theoretical Challenges. [Citation Graph (, )][DBLP]
Are We There Yet?. [Citation Graph (, )][DBLP]
The Growing Semantic Web. [Citation Graph (, )][DBLP]
Privacy in Web Search Query Log Mining. [Citation Graph (, )][DBLP]
Highly Multilingual News Analysis Applications. [Citation Graph (, )][DBLP]
Combining Instance-Based Learning and Logistic Regression for Multilabel Classification. [Citation Graph (, )][DBLP]
On Structured Output Training: Hard Cases and an Efficient Alternative. [Citation Graph (, )][DBLP]
Sparse Kernel SVMs via Cutting-Plane Training. [Citation Graph (, )][DBLP]
Hybrid Least-Squares Algorithms for Approximate Policy Evaluation. [Citation Graph (, )][DBLP]
A Self-training Approach to Cost Sensitive Uncertainty Sampling. [Citation Graph (, )][DBLP]
Learning Multi-linear Representations of Distributions for Efficient Inference. [Citation Graph (, )][DBLP]
Cost-Sensitive Learning Based on Bregman Divergences. [Citation Graph (, )][DBLP]
RTG: A Recursive Realistic Graph Generator Using Random Typing. [Citation Graph (, )][DBLP]
Taxonomy-Driven Lumping for Sequence Mining. [Citation Graph (, )][DBLP]
On Subgroup Discovery in Numerical Domains. [Citation Graph (, )][DBLP]
Harnessing the Strengths of Anytime Algorithms for Constant Data Streams. [Citation Graph (, )][DBLP]
Identifying the Components. [Citation Graph (, )][DBLP]
Two-Way Analysis of High-Dimensional Collinear Data. [Citation Graph (, )][DBLP]
A Fast Ensemble Pruning Algorithm Based on Pattern Mining Process. [Citation Graph (, )][DBLP]
Evaluation Measures for Multi-class Subgroup Discovery. [Citation Graph (, )][DBLP]
Empirical Study of Relational Learning Algorithms in the Phase Transition Framework. [Citation Graph (, )][DBLP]
Topic Significance Ranking of LDA Generative Models. [Citation Graph (, )][DBLP]
Communication-Efficient Classification in P2P Networks. [Citation Graph (, )][DBLP]
A Generalization of Forward-Backward Algorithm. [Citation Graph (, )][DBLP]
Mining Graph Evolution Rules. [Citation Graph (, )][DBLP]
Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks. [Citation Graph (, )][DBLP]
Adaptive XML Tree Classification on Evolving Data Streams. [Citation Graph (, )][DBLP]
A Condensed Representation of Itemsets for Analyzing Their Evolution over Time. [Citation Graph (, )][DBLP]
Non-redundant Subgroup Discovery Using a Closure System. [Citation Graph (, )][DBLP]
PLSI: The True Fisher Kernel and beyond. [Citation Graph (, )][DBLP]
Semi-supervised Document Clustering with Simultaneous Text Representation and Categorization. [Citation Graph (, )][DBLP]
One Graph Is Worth a Thousand Logs: Uncovering Hidden Structures in Massive System Event Logs. [Citation Graph (, )][DBLP]
Conference Mining via Generalized Topic Modeling. [Citation Graph (, )][DBLP]
Within-Network Classification Using Local Structure Similarity. [Citation Graph (, )][DBLP]
Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC). [Citation Graph (, )][DBLP]
Kernel Polytope Faces Pursuit. [Citation Graph (, )][DBLP]
Soft Margin Trees. [Citation Graph (, )][DBLP]
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs. [Citation Graph (, )][DBLP]
Margin and Radius Based Multiple Kernel Learning. [Citation Graph (, )][DBLP]
Inference and Validation of Networks. [Citation Graph (, )][DBLP]
Binary Decomposition Methods for Multipartite Ranking. [Citation Graph (, )][DBLP]
Leveraging Higher Order Dependencies between Features for Text Classification. [Citation Graph (, )][DBLP]
Syntactic Structural Kernels for Natural Language Interfaces to Databases. [Citation Graph (, )][DBLP]
Active and Semi-supervised Data Domain Description. [Citation Graph (, )][DBLP]
A Matrix Factorization Approach for Integrating Multiple Data Views. [Citation Graph (, )][DBLP]
Transductive Classification via Dual Regularization. [Citation Graph (, )][DBLP]
Stable and Accurate Feature Selection. [Citation Graph (, )][DBLP]
Efficient Sample Reuse in EM-Based Policy Search. [Citation Graph (, )][DBLP]
Applying Electromagnetic Field Theory Concepts to Clustering with Constraints. [Citation Graph (, )][DBLP]
An l1 Regularization Framework for Optimal Rule Combination. [Citation Graph (, )][DBLP]
A Generic Approach to Topic Models. [Citation Graph (, )][DBLP]
Feature Selection by Transfer Learning with Linear Regularized Models. [Citation Graph (, )][DBLP]
Integrating Logical Reasoning and Probabilistic Chain Graphs. [Citation Graph (, )][DBLP]
Max-Margin Weight Learning for Markov Logic Networks. [Citation Graph (, )][DBLP]
Parameter-Free Hierarchical Co-clustering by n-Ary Splits. [Citation Graph (, )][DBLP]
Mining Peculiar Compositions of Frequent Substrings from Sparse Text Data Using Background Texts. [Citation Graph (, )][DBLP]
Minimum Free Energy Principle for Constraint-Based Learning Bayesian Networks. [Citation Graph (, )][DBLP]
Kernel-Based Copula Processes. [Citation Graph (, )][DBLP]
Compositional Models for Reinforcement Learning. [Citation Graph (, )][DBLP]
Feature Selection for Value Function Approximation Using Bayesian Model Selection. [Citation Graph (, )][DBLP]
Learning Preferences with Hidden Common Cause Relations. [Citation Graph (, )][DBLP]
Feature Selection for Density Level-Sets. [Citation Graph (, )][DBLP]
Efficient Multi-start Strategies for Local Search Algorithms. [Citation Graph (, )][DBLP]
Considering Unseen States as Impossible in Factored Reinforcement Learning. [Citation Graph (, )][DBLP]
Relevance Grounding for Planning in Relational Domains. [Citation Graph (, )][DBLP]
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