Combining Optimal and Atomic Decomposition of Terminology Association graphs
Marie-Jean Meurs and Eric SanJuan |
CPT-L: an Efficient Model for Relational Stochastic Processes
Ingo Thon, Niels Landwehr and Luc De Raedt |
A graph-theoretic approach for reducing one-versus-one multi-class classication to ranking
Willem Waegeman, Bernard De Baets and Luc Boullart |
Graph Theoretic Measures for Identifying Effective Blockers of Spreading Processes in Dynamic Networks
Habiba Habiba and Tanya Y. Berger-Wolf |
High-Order Regularization on Graphs
Dengyong Zhou and Christopher J.C. Burges |
A Method to extend Existing Document Clustering Procedures in order to include Relational Information
Tijn Witsenburg and Hendrik Blockeel |
Mining Common Semantic Patterns from Descriptions of Failure Knowledge
Weisen Guo and Steven B. Kraines |
Mining music graphs through immanantal polynomials
Alberto Pinto |
Prediction of Molecular Substructures from Mass Spectrograms Using Constraint Based Clustering
Pieter-Jan Drouillon and Hendrik Blockeel |
Probabilistic models for the dynamics of tree-structured data
Nilesh Dalvi, Fei Sha and Philip Bohannon |
Randomization Techniques for Statistical Signicance Testing on Graphs
Sami Hanhijärvi, Gemma C. Garriga and Kai Puolamäki |
The Skew Spectrum of Graphs
Risi Kondor and Karsten M. Borgwardt |
A Structured-Outputs Method for Prediction of Protein Function
Artem Sokolov and Asa Ben-Hur |
A structured outputs method for predicting protein binding sites
Michael Hamilton and Asa Ben-Hur |
The Sum-Over-Paths Covariance: A novel covariance measure between nodes of a graph
Amin Mantrach, Marco Saerens and Luh Yen |
Training Non-linear Structured Prediction Models with Stochastic Gradient Descent
Thomas Gärtner and Shankar Vembu |
