Artificial Intelligence and the Web
| ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback | |
| Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati |
| Predictive Mining of Comparable Entities from the Web | |
| Myungha Jang, Jin-woo Park, Seung-won Hwang |
Computational Sustainability and Artificial Intelligence
| Patrol Strategies to Maximize Pristine Forest Area | |
| Matthew Paul Johnson, Fei Fang, Milind Tambe |
| Cooperative Virtual Power Plant Formation Using Scoring Rules | |
| Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas R. Jennings |
Knowledge-Based Information Systems
| Choosing Linguistics over Vision to Describe Images | |
| Ankush Gupta, Yashaswi Verma, C. V. Jawahar |
| Content Recommendation for Attention Management in Unified Social Messaging | |
| Hongxia Jin |
| Random Projection with Filtering for Nearly Duplicate Search | |
| Yue Lin, Rong Jin, Deng Cai, Xiaofei He |
Machine Learning
| Multi-Label Learning on Tensor Product Graph | |
| Jonathan Jiang |
| Topic Correlation Analysis for Cross-Domain Text Classification | |
| Lianghao Li, Xiaoming Jin, Mingsheng Long |
| Towards Discovering What Patterns Trigger What Labels | |
| Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou |
| Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits | |
| Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas R Jennings |
| Discriminative Clustering via Generative Feature Mapping | |
| Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia |
| Learning from Demonstration for Goal-Driven Autonomy | |
| Ben George Weber, Michael Mateas, Arnav Jhala |
| Online Kernel Selection: Algorithms and Evaluations | |
| Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C.H. Hoi |
| Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression | |
| Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He |
Multiagent Systems
| Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains | |
| Lachlan Thomas Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas R. Jennings |
| The Deployment-to-Saturation Ratio in Security Games | |
| Manish Jain, Kevin Leyton-Brown, Milind Tambe |
| Finding Optimal Abstract Strategies in Extensive-Form Games | |
| Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling |
| A Hybrid Algorithm for Coalition Structure Generation | |
| Talal Rahwan, Tomasz Michalak, Nicholas Jennings |
Multidisciplinary Topics
| Construction of New Medicines via Game Proof Search | |
| Abraham Heifets, Igor Jurisica |
Natural-Language Processing
| Generating Chinese Classical Poems with Statistical Machine Translation Models | |
| Jing He, Ming Zhou, Long Jiang |
| Using First-Order Logic to Compress Sentences | |
| Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu |
Reasoning about Plans, Processes, and Actions
| The Complexity of Planning Revisited — A Parameterized Analysis | |
| Christer Bäckström, Yue Chen, Peter Jonsson, Sebastian Ordyniak, Stefan Szeider |
| Planning in Factored Action Spaces with Symbolic Dynamic Programming | |
| Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon |
Reasoning Under Uncertainty
| Advances in Lifted Importance Sampling | |
| Vibhav Gogate, Abhay Jha, Deepak Venugopal |
| Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach | |
| Gildas Jeantet, Patrice Perny, Olivier Spanjaard |
Robotics
| Visual Saliency Estimation through Manifold Learning | |
| Richard M. Jiang, Danny Crookes |
| Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes | |
| Laetitia Matignon, Laurent Jeanpierre, Abdel-Illah Mouaddib |
Spotlight
| Delivering the Smart Grid: Challenges for Autonomous Agents and Multi-Agent Systems Research | |
| Alex Rogers, Sarvapali D. Ramchurn, Nicholas R. Jennings |
Student Abstracts
| Estimation of Suitable Action to Realize Given Novel Effect with Given Tool Using Bayesian Tool Affordances | |
| Raghvendra Jain, Tetsunari Inamura |