Abstract is missing.
- Bayesian Knowledge Corroboration with Logical Rules and User FeedbackGjergji Kasneci, Jurgen Van Gael, Ralf Herbrich, Thore Graepel. 1-18 [doi]
- Learning an Affine Transformation for Non-linear Dimensionality ReductionPooyan Khajehpour Tadavani, Ali Ghodsi. 19-34 [doi]
- NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based ClassificationHyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei Han, Tarek F. Abdelzaher. 35-50 [doi]
- Hidden Conditional Ordinal Random Fields for Sequence ClassificationMinyoung Kim, Vladimir Pavlovic. 51-65 [doi]
- A Unifying View of Multiple Kernel LearningMarius Kloft, Ulrich Rückert, Peter L. Bartlett. 66-81 [doi]
- Evolutionary Dynamics of Regret MinimizationTomas Klos, Gerrit Jan van Ahee, Karl Tuyls. 82-96 [doi]
- Recognition of Instrument Timbres in Real Polytimbral Audio RecordingsElzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec. 97-110 [doi]
- Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social NetworksChris J. Kuhlman, V. S. Anil Kumar, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz. 111-127 [doi]
- Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation ExtractionPavel P. Kuksa, Yanjun Qi, Bing Bai, Ronan Collobert, Jason Weston, Vladimir Pavlovic, Xia Ning. 128-144 [doi]
- Online Knowledge-Based Support Vector MachinesGautam Kunapuli, Kristin P. Bennett, Amina Shabbeer, Richard Maclin, Jude W. Shavlik. 145-161 [doi]
- Learning with Randomized Majority VotesAlexandre Lacasse, François Laviolette, Mario Marchand, Francis Turgeon-Boutin. 162-177 [doi]
- Exploration in Relational WorldsTobias Lang, Marc Toussaint, Kristian Kersting. 178-194 [doi]
- Efficient Confident Search in Large Review CorporaTheodoros Lappas, Dimitrios Gunopulos. 195-210 [doi]
- Learning to Tag from Open Vocabulary LabelsEdith Law, Burr Settles, Tom M. Mitchell. 211-226 [doi]
- A Robustness Measure of Association RulesYannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich. 227-242 [doi]
- Automatic Model Adaptation for Complex Structured DomainsGeoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth. 243-258 [doi]
- Collective Traffic ForecastingMarco Lippi, Matteo Bertini, Paolo Frasconi. 259-273 [doi]
- On Detecting Clustered Anomalies Using SCiForestFei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou. 274-290 [doi]
- Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean ClassifierMarco Loog. 291-304 [doi]
- Online Learning in Adversarial Lipschitz EnvironmentsOdalric-Ambrym Maillard, Rémi Munos. 305-320 [doi]
- Summarising Data by Clustering ItemsMichael Mampaey, Jilles Vreeken. 321-336 [doi]
- Classification and Novel Class Detection of Data Streams in a Dynamic Feature SpaceMohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. 337-352 [doi]
- Latent Structure Pattern MiningAndreas Maunz, Christoph Helma, Tobias Cramer, Stefan Kramer. 353-368 [doi]
- First-Order Bayes-BallWannes Meert, Nima Taghipour, Hendrik Blockeel. 369-384 [doi]
- Learning from Demonstration Using MDP Induced MetricsFrancisco S. Melo, Manuel Lopes. 385-401 [doi]
- Demand-Driven Tag RecommendationGuilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani. 402-417 [doi]
- Solving Structured Sparsity Regularization with Proximal MethodsSofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa. 418-433 [doi]
- Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed ModelsSriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik. 434-450 [doi]
- Improved MinMax Cut Graph Clustering with Nonnegative RelaxationFeiping Nie, Chris H. Q. Ding, Dijun Luo, Heng Huang. 451-466 [doi]
- Integrating Constraint Programming and Itemset MiningSiegfried Nijssen, Tias Guns. 467-482 [doi]
- Topic Modeling for Personalized Recommendation of Volatile ItemsMaks Ovsjanikov, Ye Chen. 483-498 [doi]
- Conditional Ranking on Relational DataTapio Pahikkala, Willem Waegeman, Antti Airola, Tapio Salakoski, Bernard De Baets. 499-514 [doi]