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• Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression

  Chen Liang, Kenneth Forbus

  2015-02-10

• Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks

  David Balduzzi, Hastagiri Vanchinathan, Joachim Buhmann

  2015-02-10

• An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations

  Josefina Sierra-Santibanez

  2015-02-10

• Efficient Computation of Semivalues for Game-Theoretic Network Centrality

  Piotr Szczepański, Mateusz Tarkowski, Tomasz Michalak, Paul Harrenstein, Michael Wooldridge

  2015-02-10

• Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel

  Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai

  2015-02-10

• Learning User-Specific Latent Influence and Susceptibility from Information Cascades

  Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

  2015-02-10

• Person Identification Using Anthropometric and Gait Data from Kinect Sensor

  Virginia Andersson, Ricardo Araujo

  2015-02-10

• Embedded Unsupervised Feature Selection

  Suhang Wang, Jiliang Tang, Huan Liu

  2015-02-10

• Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs

  Fei Mi, Dit-Yan Yeung

  2015-02-10

• A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data

  Marzyeh Ghassemi, Marco Pimentel, Tristan Naumann, Thomas Brennan, David Clifton, Peter Szolovits, Mengling Feng

  2015-02-10

• R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection

  Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie

  2015-02-10

• Incorporating Assortativity and Degree Dependence into Scalable Network Models

  Stephen Mussmann, John Moore, Joseph Pfeiffer, Jennifer Neville

  2015-02-09

• Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes

  Patrick Koopmann, Renate Schmidt

  2015-02-09

• Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter

  Virgile Landeiro Dos Reis, Aron Culotta

  2015-02-09

• Predicting the Demographics of Twitter Users from Website Traffic Data

  Aron Culotta, Nirmal Kumar, Jennifer Cutler

  2015-02-09

• DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization

  Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard Melo

  2015-02-09

• Sampling Representative Users from Large Social Networks

  Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su

  2015-02-09

• Modeling with Node Degree Preservation Can Accurately Find Communities

  Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang

  2015-02-09

• Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice

  Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang

  2015-02-09

• A Probabilistic Model for Bursty Topic Discovery in Microblogs

  Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

  2015-02-09

• An EBMC-Based Approach to Selecting Types for Entity Filtering

  Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu

  2015-02-09

• Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets

  Jinpeng Wang, Gao Cong, Xin Zhao, Xiaoming Li

  2015-02-09

• Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network

  Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor Tsang

  2015-02-09

• High-Performance Distributed ML at Scale through Parameter Server Consistency Models

  Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric Xing

  2015-02-09

• Representation Learning for Aspect Category Detection in Online Reviews

  Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

  2015-02-09