Abstract is missing.
- AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence LabelingSheng Wang, Siqi Sun, Jinbo Xu. 1-16 [doi]
- A Novel Incremental Covariance-Guided One-Class Support Vector MachineTakoua Kefi, Riadh Ksantini, Mohamed Bécha Kaâniche, Adel Bouhoula. 17-32 [doi]
- Learning Efficiently in Semantic Based RegularizationMichelangelo Diligenti, Marco Gori, Vincenzo Scoca. 33-46 [doi]
- Persistent Roles in Online Social NetworksMatt Revelle, Carlotta Domeniconi, Aditya Johri. 47-62 [doi]
- A Split-Merge DP-means Algorithm to Avoid Local MinimaShigeyuki Odashima, Miwa Ueki, Naoyuki Sawasaki. 63-78 [doi]
- Efficient Distributed Decision Trees for Robust RegressionTian Guo, Konstantin Kutzkov, Mohamed Ahmed, Jean-Paul Calbimonte, Karl Aberer. 79-95 [doi]
- Fast Hoeffding Drift Detection Method for Evolving Data StreamsAli Pesaranghader, Herna L. Viktor. 96-111 [doi]
- Differentially Private User Data Perturbation with Multi-level Privacy ControlsYilin Shen, Rui Chen, Hongxia Jin. 112-128 [doi]
- On Dynamic Feature Weighting for Feature Drifting Data StreamsJean Paul Barddal, Heitor Murilo Gomes, Fabrício Enembreck, Bernhard Pfahringer, Albert Bifet. 129-144 [doi]
- Modeling Sequential Preferences with Dynamic User and Context FactorsDuc-Trong Le, Yuan Fang, Hady Wirawan Lauw. 145-161 [doi]
- Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving GraphsLida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Christopher Leckie, Wei Liu 0007, Sutharshan Rajasegarar, Kotagiri Ramamohanarao. 162-178 [doi]
- Building Ensembles of Adaptive Nested Dichotomies with Random-Pair SelectionTim Leathart, Bernhard Pfahringer, Eibe Frank. 179-194 [doi]
- Credible Review Detection with Limited Information Using Consistency FeaturesSubhabrata Mukherjee, Sourav Dutta, Gerhard Weikum. 195-213 [doi]
- Interactive Visual Data Exploration with Subjective FeedbackKai Puolamäki, Bo Kang, Jefrey Lijffijt, Tijl De Bie. 214-229 [doi]
- Coupled Hierarchical Dirichlet Process Mixtures for Simultaneous Clustering and Topic ModelingMasamichi Shimosaka, Takeshi Tsukiji, Shoji Tominaga, Kota Tsubouchi. 230-246 [doi]
- Enhancing Traffic Congestion Estimation with Social Media by Coupled Hidden Markov ModelSenzhang Wang, Fengxiang Li, Leon Stenneth, Philip S. Yu. 247-264 [doi]
- Learning Distributed Representations of Users for Source Detection in Online Social NetworksSimon Bourigault, Sylvain Lamprier, Patrick Gallinari. 265-281 [doi]
- Linear Bandits in Unknown EnvironmentsThibault Gisselbrecht, Sylvain Lamprier, Patrick Gallinari. 282-298 [doi]
- Ballpark Learning: Estimating Labels from Rough Group ComparisonsTom Hope, Dafna Shahaf. 299-314 [doi]
- An Efficient Algorithm for Mining Frequent Sequence with Constraint ProgrammingJohn O. R. Aoga, Tias Guns, Pierre Schaus. 315-330 [doi]
- Detecting Public Influence on News Using Topic-Aware Dynamic Granger TestLei Hou, Juan-Zi Li, Xiao-Li Li, Jianbin Jin. 331-346 [doi]
- Exploring a Mixed Representation for Encoding Temporal CoherenceJon Parkinson, Ubai Sandouk, Ke Chen. 347-360 [doi]
- Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement LearningAlper Demir, Erkin Çilden, Faruk Polat. 361-376 [doi]
- Copula PC Algorithm for Causal Discovery from Mixed DataRuifei Cui, Perry Groot, Tom Heskes. 377-392 [doi]
- Selecting Collaborative Filtering Algorithms Using MetalearningTiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho. 393-409 [doi]
- A Bayesian Network Model for Interesting ItemsetsJaroslav M. Fowkes, Charles A. Sutton. 410-425 [doi]
- Top-N Recommendation via Joint Cross-Domain User Clustering and Similarity LearningDimitrios Rafailidis, Fabio Crestani. 426-441 [doi]
- Measuring the Stability of Feature SelectionSarah Nogueira, Gavin Brown 0001. 442-457 [doi]
- Aspect Mining with Rating BiasYitong Li, Chuan Shi, Huidong Zhao, Fuzhen Zhuang, Bin Wu. 458-474 [doi]
- Planning with Information-Processing Constraints and Model Uncertainty in Markov Decision ProcessesJordi Grau-Moya, Felix Leibfried, Tim Genewein, Daniel A. Braun. 475-491 [doi]
- Subgroup Discovery with Proper Scoring RulesHao Song, Meelis Kull, Peter A. Flach, Georgios Kalogridis. 492-510 [doi]
- Consistency of Probabilistic Classifier TreesKrzysztof Dembczynski, Wojciech Kotlowski, Willem Waegeman, Róbert Busa-Fekete, Eyke Hüllermeier. 511-526 [doi]
- Actively Interacting with Experts: A Probabilistic Logic ApproachPhillip Odom, Sriraam Natarajan. 527-542 [doi]
- Augmented Leverage Score Sampling with BoundsDaniel J. Perry, Ross T. Whitaker. 543-558 [doi]
- Anti Imitation-Based Policy LearningMichèle Sebag, Riad Akrour, Basile Mayeur, Marc Schoenauer. 559-575 [doi]
- Cancer: Another Algorithm for Subtropical Matrix FactorizationSanjar Karaev, Pauli Miettinen. 576-592 [doi]
- Robust Principal Component Analysis by Reverse Iterative Linear ProgrammingAndrea Visentin, Steven Prestwich, S. Armagan Tarim. 593-605 [doi]
- Multilabel Classification on Heterogeneous Graphs with Gaussian EmbeddingsLudovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari. 606-622 [doi]
- M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing ModelHugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U. Kang. 623-640 [doi]
- Improving Locality Sensitive Hashing Based Similarity Search and Estimation for KernelsAniket Chakrabarti, Bortik Bandyopadhyay, Srinivasan Parthasarathy. 641-656 [doi]
- Continuous Kernel LearningJohn Moeller, Vivek Srikumar, Sarathkrishna Swaminathan, Suresh Venkatasubramanian, Dustin Webb. 657-673 [doi]
- Temporal PageRankPolina Rozenshtein, Aristides Gionis. 674-689 [doi]
- Discovering Topically- and Temporally-Coherent Events in Interaction NetworksHan Xiao, Polina Rozenshtein, Aristides Gionis. 690-705 [doi]
- Proactive Transfer Learning for Heterogeneous Feature and Label SpacesSeungwhan Moon, Jaime G. Carbonell. 706-721 [doi]
- Asynchronous Distributed Incremental Computation on Evolving GraphsJiangtao Yin, Lixin Gao. 722-738 [doi]
- Infection Hot Spot Mining from Social Media TrajectoriesRoberto C. S. N. P. Souza, Renato M. Assunção, Derick M. de Oliveira, Denise E. F. de Brito, Wagner Meira Jr.. 739-755 [doi]
- Learning to Aggregate Using UninormsVitalik Melnikov, Eyke Hüllermeier. 756-771 [doi]
- Sequential Labeling with Online Deep Learning: Exploring Model InitializationGang Chen, Ran Xu, Sargur N. Srihari. 772-788 [doi]
- Warped Matrix Factorisation for Multi-view Data IntegrationNaruemon Pratanwanich, Pietro Liò, Oliver Stegle. 789-804 [doi]
- Communication-Efficient Distributed Online Learning with KernelsMichael Kamp, Sebastian Bothe, Mario Boley, Michael Mock. 805-819 [doi]