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• Unsupervised Learning of HTNs in Complex Adversarial Domains

  Michael Leece

  2016-03-05

• The Extendable-Triple Property: A New CSP Tractable Class beyond BTP

  Philippe Jégou, Cyril Terrioux

  2015-03-04

• Handling Uncertainty in Answer Set Programming

  Yi Wang, Joohyung Lee

  2015-03-04

• Value of Information Based on Decision Robustness

  Suming Chen, Arthur Choi, Adnan Darwiche

  2015-03-04

• Lifted Probabilistic Inference for Asymmetric Graphical Models

  Guy Van den Broeck, Mathias Niepert

  2015-03-04

• Representing Aggregators in Relational Probabilistic Models

  David Buchman, David Poole

  2015-03-04

• Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs

  Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate

  2015-03-04

• Pathway Graphical Lasso

  Maxim Grechkin, Maryam Fazel, Daniela Witten, Su-In Lee

  2015-02-21

• OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation

  Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa

  2015-02-21

• Extracting Verb Expressions Implying Negative Opinions

  Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu

  2015-02-19

• Multi-Agent Path Finding on Strongly Biconnected Digraphs

  Adi Botea, Pavel Surynek

  2015-02-18

• Two Weighting Local Search for Minimum Vertex Cover

  Shaowei Cai, Jinkun Lin, Kaile Su

  2015-02-16

• Data Science for Social Good — 2014 KDD Highlights

  Wei Wang

  2015-03-04

• Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency

  Diego Noble, Marcelo Prates, Daniel Bossle, Luís Lamb

  2015-02-16

• Optimal Personalized Filtering Against Spear-Phishing Attacks

  Aron Laszka, Yevgeniy Vorobeychik, Xenofon Koutsoukos

  2015-02-16

• Audit Games with Multiple Defender Resources

  Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel Procaccia, Arunesh Sinha

  2015-02-16

• Do Capacity Constraints Constrain Coalitions?

  Michal Feldman, Ofir Geri

  2015-02-16

• Bottom-Up Demand Response by Following Local Energy Generation Voluntarily

  Tobias Linnenberg, Alexander Fay, Michael Kaisers

  2015-03-04

• Scaling-Up Inference in Markov Logic

  Deepak Venugopal

  2015-03-04

• Influence-Driven Model for Time Series Prediction from Partial Observations

  Saima Aman, Charalampos Chelmis, Viktor Prasanna

  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

• Predicting the Demographics of Twitter Users from Website Traffic Data

  Aron Culotta, Nirmal Kumar, Jennifer Cutler

  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

• A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem

  Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva

  2015-02-09

• RAIN: Social Role-Aware Information Diffusion

  Yang Yang, Jie Tang, Cane Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang

  2015-02-09