Abstract is missing.
- Common Substructure Learning of Multiple Graphical Gaussian ModelsSatoshi Hara, Takashi Washio. 1-16 [doi]
- Mining Research Topic-Related Influence between Academia and IndustryDan He. 17-31 [doi]
- Typology of Mixed-Membership Models: Towards a Design MethodGregor Heinrich. 32-47 [doi]
- ShiftTree: An Interpretable Model-Based Approach for Time Series ClassificationBalázs Hidasi, Csaba Gáspár-Papanek. 48-64 [doi]
- Image Classification for Age-related Macular Degeneration Screening Using Hierarchical Image Decompositions and Graph MiningMohd Hanafi Ahmad Hijazi, Chuntao Jiang, Frans Coenen, Yalin Zheng. 65-80 [doi]
- Online Structure Learning for Markov Logic NetworksTuyen N. Huynh, Raymond J. Mooney. 81-96 [doi]
- Fourier-Information Duality in the Identity Management ProblemXiaoye Jiang, Jonathan Huang, Leonidas J. Guibas. 97-113 [doi]
- Eigenvector Sensitive Feature Selection for Spectral ClusteringYi Jiang, Jiangtao Ren. 114-129 [doi]
- Restricted Deep Belief Networks for Multi-view LearningYoonseop Kang, Seungjin Choi. 130-145 [doi]
- Motion Segmentation by Model-Based Clustering of Incomplete TrajectoriesVasileios Karavasilis, Konstantinos Blekas, Christophoros Nikou. 146-161 [doi]
- PTMSearch: A Greedy Tree Traversal Algorithm for Finding Protein Post-Translational Modifications in Tandem Mass SpectraAttila Kertész-Farkas, Beáta Reiz, Michael P. Myers, Sándor Pongor. 162-176 [doi]
- Efficient Mining of Top Correlated Patterns Based on Null-Invariant MeasuresSangkyum Kim, Marina Barsky, Jiawei Han. 177-192 [doi]
- Smooth Receiver Operating Characteristics (smROC) CurvesWilliam Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin. 193-208 [doi]
- A Boosting Approach to Multiview Classification with CooperationSokol Koço, Cécile Capponi. 209-228 [doi]
- ARTEMIS: Assessing the Similarity of Event-Interval SequencesOrestis Kostakis, Panagiotis Papapetrou, Jaakko Hollmén. 229-244 [doi]
- Unifying Guilt-by-Association Approaches: Theorems and Fast AlgorithmsDanai Koutra, Tai-You Ke, U. Kang, Duen Horng Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos. 245-260 [doi]
- Online Clustering of High-Dimensional Trajectories under Concept DriftGeorg Krempl, Zaigham Faraz Siddiqui, Myra Spiliopoulou. 261-276 [doi]
- Gaussian Logic for Predictive ClassificationOndrej Kuzelka, Andrea Szabóová, Matej Holec, Filip Zelezný. 277-292 [doi]
- Toward a Fair Review-Management SystemTheodoros Lappas, Evimaria Terzi. 293-309 [doi]
- Focused Multi-task Learning Using Gaussian ProcessesGayle Leen, Jaakko Peltonen, Samuel Kaski. 310-325 [doi]
- Reinforcement Learning through Global Stochastic Search in N-MDPsMatteo Leonetti, Luca Iocchi, Subramanian Ramamoorthy. 326-340 [doi]
- Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival Times and BootstrappingJefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila. 341-357 [doi]
- Discovering Temporal Bisociations for Linking Concepts over TimeCorrado Loglisci, Michelangelo Ceci. 358-373 [doi]
- Minimum Neighbor Distance Estimators of Intrinsic DimensionGabriele Lombardi, Alessandro Rozza, Claudio Ceruti, Elena Casiraghi, Paola Campadelli. 374-389 [doi]
- Graph Evolution via Social Diffusion ProcessesDijun Luo, Chris H. Q. Ding, Heng Huang. 390-404 [doi]
- Multi-Subspace Representation and DiscoveryDijun Luo, Feiping Nie, Chris H. Q. Ding, Heng Huang. 405-420 [doi]
- A Novel Stability Based Feature Selection Framework for k-means ClusteringDimitrios Mavroeidis, Elena Marchiori. 421-436 [doi]
- Link Prediction via Matrix FactorizationAditya Krishna Menon, Charles Elkan. 437-452 [doi]
- On Oblique Random ForestsBjoern H. Menze, B. Michael Kelm, Daniel Nicolas Splitthoff, Ullrich Köthe, Fred A. Hamprecht. 453-469 [doi]
- An Alternating Direction Method for Dual MAP LP RelaxationOfer Meshi, Amir Globerson. 470-483 [doi]
- Aggregating Independent and Dependent Models to Learn Multi-label ClassifiersElena Montañés, José Ramón Quevedo, Juan José del Coz. 484-500 [doi]
- Tensor Factorization Using Auxiliary InformationAtsuhiro Narita, Kohei Hayashi, Ryota Tomioka, Hisashi Kashima. 501-516 [doi]
- Kernels for Link Prediction with Latent Feature ModelsCanh Hao Nguyen, Hiroshi Mamitsuka. 517-532 [doi]
- Frequency-Aware Truncated Methods for Sparse Online LearningHidekazu Oiwa, Shin Matsushima, Hiroshi Nakagawa. 533-548 [doi]
- A Shapley Value Approach for Influence AttributionPanagiotis Papapetrou, Aristides Gionis, Heikki Mannila. 549-564 [doi]
- Fast Approximate Text Document Clustering Using Compressive SamplingLaurence A. F. Park. 565-580 [doi]
- Ancestor Relations in the Presence of Unobserved VariablesPekka Parviainen, Mikko Koivisto. 581-596 [doi]
- ShareBoost: Boosting for Multi-view Learning with Performance GuaranteesJing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan. 597-612 [doi]
- Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable DomainsPascal Poupart, Tobias Lang, Marc Toussaint. 613-628 [doi]
- Abductive Plan Recognition by Extending Bayesian Logic ProgramsSindhu Raghavan, Raymond J. Mooney. 629-644 [doi]
- Higher Order Contractive Auto-EncoderSalah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann Dauphin, Xavier Glorot. 645-660 [doi]
- The VC-Dimension of SQL Queries and Selectivity Estimation through SamplingMatteo Riondato, Mert Akdere, Ugur Çetintemel, Stanley B. Zdonik, Eli Upfal. 661-676 [doi]