Technical Papers: Applications
| Learning to Generate Posters of Scientific Papers | |
| Yuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal |
| On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks | |
| Chuan Zhou, Wei-Xue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo |
Technical Papers: AI and the Web
| College Towns, Vacation Spots, and Tech Hubs: Using Geo-Social Media to Model and Compare Locations | |
| Hancheng Ge, James Caverlee |
| Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective | |
| Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang |
Technical Papers: Cognitive Modeling
| Learning the Preferences of Ignorant, Inconsistent Agents | |
| Owain Evans, Andreas Stuhlmueller, Noah Goodman |
Technical Papers: Game Theory and Economic Paradigms
| A Security Game Combining Patrolling and Alarm-Triggered Responses Under Spatial and Detection Uncertainties | |
| Nicola Basilico, Giuseppe De Nittis, Nicola Gatti |
| Learning Market Parameters Using Aggregate Demand Queries | |
| Xiaohui Bei, Wei Chen, Jugal Garg, Martin Hoefer, Xiaoming Sun |
| Judgment Aggregation under Issue Dependencies | |
| Marco Costantini, Carla Groenland, Ulle Endriss |
| Ad Auctions and Cascade Model: GSP Inefficiency and Algorithms | |
| Gabriele Farina, Nicola Gatti |
| Sequence-Form and Evolutionary Dynamics: Realization Equivalence to Agent Form and Logit Dynamics | |
| Nicola Gatti, Marcello Restelli |
| Refining Subgames in Large Imperfect Information Games | |
| Matej Moravcik, Martin Schmid, Karel Ha, Milan Hladik, Stephen J. Gaukrodger |
Technical Papers: Heuristic Search and Optimization
| CAPReS: Context Aware Persona Based Recommendation for Shoppers | |
| Joydeep Banerjee, Gurulingesh Raravi, Manoj Gupta, Sindhu K. Ernala, Shruti Kunde, Koustuv Dasgupta |
| The Complexity Landscape of Decompositional Parameters for ILP | |
| Robert Ganian, Sebastian Ordyniak |
Technical Papers: Humans and AI
| Personalized Alert Agent for Optimal User Performance | |
| Avraham Shvartzon, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Joachim Meyer, Omer Tsimhoni |
Technical Papers: Knowledge Representation and Reasoning
| Generating CP-Nets Uniformly at Random | |
| Thomas E. Allen, Judy Goldsmith, Hayden Elizabeth Justice, Nicholas Mattei, Kayla Raines |
| Explaining Inconsistency-Tolerant Query Answering over Description Logic Knowledge Bases | |
| Meghyn Bienvenu, Camille Bourgaux, François Goasdoué |
| Using Decomposition-Parameters for QBF: Mind the Prefix! | |
| Eduart Eiben, Robert Ganian, Sebastian Ordyniak |
| The Complexity of LTL on Finite Traces: Hard and Easy Fragments | |
| Valeria Fionda, Gianluigi Greco |
| Scalable Training of Markov Logic Networks Using Approximate Counting | |
| Somdeb Sarkhel, Deepak Venugopal, Tuan Anh Pham, Parag Singla, Vibhav Gogate |
Technical Papers: Machine Learning Applications
| Graph-without-cut: An Ideal Graph Learning for Image Segmentation | |
| Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen |
| Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning | |
| Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang |
| Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization | |
| Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu |
| Cold-Start Heterogeneous-Device Wireless Localization | |
| Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang |
Technical Papers: Machine Learning Methods
| Increasing the Action Gap: New Operators for Reinforcement Learning | |
| Marc G. Bellemare, Georg Ostrovski, Arthur Guez, Philip S. Thomas, Remi Munos |
| Group and Graph Joint Sparsity for Linked Data Classification | |
| Longwen Gao, Shuigeng Zhou |
| Risk Minimization in the Presence of Label Noise | |
| Wei Gao, Lu Wang, Yu-Feng li, Zhi-Hua Zhou |
| Decentralized Approximate Bayesian Inference for Distributed Sensor Network | |
| Behnam Gholami, Sejong Yoon, Vladimir Pavlovic |
| Assumed Density Filtering Methods for Learning Bayesian Neural Networks | |
| Soumya Ghosh, Francesco Maria Delle Fave, Jonathan Yedidia |
| Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster | |
| Jesse Glass, Mohamed Ghalwash, Milan Vukicevic, Zoran Obradovic |
| Uncertainty Propagation in Long-Term Structured Regression on Evolving Networks | |
| Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic |
| Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation | |
| Chen Gong, Dacheng Tao, Jie Yang, Wei Liu |
| Discriminative Analysis Dictionary Learning | |
| Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He |
| Active Learning with Cross-Class Knowledge Transfer | |
| Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin |
| Multi-Label Manifold Learning | |
| Peng Hou, Xin Geng, Min-Ling Zhang |
| The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation | |
| Wenhao Jiang, Hongchang Gao, Fu-lai Chung, Heng Huang |
| Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms | |
| Pooria Joulani, Andras Gyorgy, Csaba Szepesvari |
| Multi-Objective Self-Paced Learning | |
| Hao Li, Maoguo Gong, Deyu Meng, Qiguang Miao |
| Interaction Point Processes via Infinite Branching Model | |
| Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen |
| New l1-Norm Relaxations and Optimizations for Graph Clustering | |
| Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang |
| Deep Reinforcement Learning with Double Q-Learning | |
| Hado van Hasselt, Arthur Guez, David Silver |
| Product Grassmann Manifold Representation and Its LRR Models | |
| Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin |
| Optimizing Multivariate Performance Measures from Multi-View Data | |
| Jim Jing-Yan Wang, Ivor Wai-Hung Tsang, Xin Gao |
| Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning | |
| Baoyuan Wu, Siwei Lyu, Bernard Ghanem |
| Representing Sets of Instances for Visual Recognition | |
| Jianxin Wu, Bin-Bin Gao, Guoqing Liu |
| Efficient Average Reward Reinforcement Learning Using Constant Shifting Values | |
| Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen |
| A Proximal Alternating Direction Method for Semi-Definite Rank Minimization | |
| Ganzhao Yuan, Bernard Ghanem |
| An Alternating Proximal Splitting Method with Global Convergence for Nonconvex Structured Sparsity Optimization | |
| Shubao Zhang, Hui Qian, Xiaojin Gong |
Technical Papers: Multiagent Systems
| Implicit Coordination in Crowded Multi-Agent Navigation | |
| Julio Erasmo Godoy, Ioannis Karamouzas, Stephen J. Guy, Maria Gini |
| Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments | |
| Miao Liu, Christopher Amato, Emily P. Anesta, John Daniel Griffith, Jonathan P How |
| Bayesian Learning of Other Agents' Finite Controllers for Interactive POMDPs | |
| Alessandro Panella, Piotr Gmytrasiewicz |
Technical Papers: NLP and Knowledge Representation
| Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet | |
| Josu Goikoetxea, Eneko Agirre, Aitor Soroa |
| Representing Verbs as Argument Concepts | |
| Yu Gong, Kaiqi Zhao, Kenny Qili Zhu |
Technical Papers: NLP and Machine Learning
| Ask, and Shall You Receive? Understanding Desire Fulfillment in Natural Language Text | |
| Snigdha Chaturvedi, Dan Goldwasser, Hal Daume III |
| Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text | |
| Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu |
| What Happens Next? Event Prediction Using a Compositional Neural Network Model | |
| Mark Granroth-Wilding, Stephen Clark |
| A Representation Learning Framework for Multi-Source Transfer Parsing | |
| Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu |
| Text Matching as Image Recognition | |
| Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng |
| Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations | |
| Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
| A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations | |
| Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng |
Technical Papers: NLP and Text Mining
| Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations | |
| Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, Zhiqiang Gao |
| Microsummarization of Online Reviews: An Experimental Study | |
| Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell |
| Exploring Multiple Feature Spaces for Novel Entity Discovery | |
| Zhaohui Wu, Yang Song, C. Lee Giles |
Technical Papers: Planning and Scheduling
| Randomised Procedures for Initialising and Switching Actions in Policy Iteration | |
| Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan |
| Goal Recognition Design with Non-Observable Actions | |
| Sarah Keren, Avigdor Gal, Erez Karpas |
Technical Papers: Reasoning under Uncertainty
| On Parameter Tying by Quantization | |
| Li Chou, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate |
| Learning Ensembles of Cutset Networks | |
| Tahrima Rahman, Vibhav Gogate |
Technical Papers: Search and Constraint Satisfaction
| Steiner Tree Problems with Side Constraints Using Constraint Programming | |
| Diego de Uña, Graeme Gange, Peter Schachte, Peter J. Stuckey |
| On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts | |
| Éric Grégoire, Yacine Izza, Jean-Marie Lagniez |
| Exponential Recency Weighted Average Branching Heuristic for SAT Solvers | |
| Jia Hui Liang, Vijay Ganesh, Pascal Poupart, Krzysztof Czarnecki |
Technical Papers: Vision
| Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition | |
| Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann |
| Transductive Zero-Shot Recognition via Shared Model Space Learning | |
| Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| Video Semantic Clustering with Sparse and Incomplete Tags | |
| Jingya Wang, Xiatian Zhu, Shaogang Gong |
Special Track: Cognitive Systems
| Commonsense Interpretation of Triangle Behavior | |
| Andrew S. Gordon |
| Surprise-Triggered Reformulation of Design Goals | |
| Kazjon Grace, Mary Lou Maher |
| QART: A System for Real-Time Holistic Quality Assurance for Contact Center Dialogues | |
| Shourya Roy, Ragunathan Mariappan, Sandipan Dandapat, Saurabh Srivastava, Sainyam Galhotra, Balaji Peddamuthu |
Special Track: Computational Sustainability
| Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time | |
| Zhiguang Cao, Hongliang Guo, Jie Zhang, Ulrich Fastenrath |
| Energy- and Cost-Efficient Pumping Station Control | |
| Timon V. Kanters, Frans A. Oliehoek, Michael Kaisers, Stan R. van den Bosch, Joep Grispen, Jeroen Hermans |
| Preventing Illegal Logging: Simultaneous Optimization of Resource Teams and Tactics for Security | |
| Sara Marie Mc Carthy, Milind Tambe, Christopher Kiekintveld, Meredith L. Gore, Alex Killion |
Special Track: Integrated AI Capabilities
| Bagging Ensembles for the Diagnosis and Prognostication of Alzheimer's Disease | |
| Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie |
| Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills | |
| Goren Gordon, Samuel Spaulding, Jacqueline Kory Westlund, Jin Joo Lee, Luke Plummer, Marayna Martinez, Madhurima Das, Cynthia Breazeal |
EAAI Symposium Full Paper
| Teaching Big Data Analytics Skills with Intelligent Workflow Systems | |
| Yolanda Gil |
| Design of an Online Course on Knowledge-Based AI | |
| Ashok K. Goel, David A. Joyner |
| A Survey of Current Practice and Teaching of AI | |
| Michael Wollowski, Robert Selkowitz, Laura E. Brown, Ashok Goel, George Luger, Jim Marshall, Andrew Neel, Todd Neller, Peter Norvig |
EAAI Symposium Poster Paper
| Teaching Automated Strategic Reasoning Using Capstone Tournaments | |
| Oscar Veliz, Marcus Gutierrez, Christopher Kiekintveld |
EAAI Symposium Model AI Assignments
| Model AI Assignments 2016 | |
| Todd W. Neller, Laura E. Brown, James B. Marshall, Lisa Torrey, Nate Derbinsky, Andrew A. Ward, Thomas E. Allen, Judy Goldsmith, Nahom Muluneh |
Senior Member Blue Sky Papers
| Embedding Ethical Principles in Collective Decision Support Systems | |
| Joshua Greene, Francesca Rossi, John Tasioulas, Kristen Brent Venable, Brian Williams |
| Ethical Dilemmas for Adaptive Persuasion Systems | |
| Oliviero Stock, Marco Guerini, Fabio Pianesi |
Senior Member Summary Talks
| Rational Verification: From Model Checking to Equilibrium Checking | |
| Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi |
Student Abstracts
| MIP-Nets: Enabling Information Sharing in Loosely-Coupled Teamwork | |
| Ofra Amir, Barbara J. Grosz, Krzysztof Z. Gajos |
| Trust and Distrust Across Coalitions: Shapley Value Based Centrality Measures for Signed Networks (Student Abstract Version) | |
| Varun Gangal, Abhishek Narwekar, Balaraman Ravindran, Ramasuri Narayanam |
| Authorship Attribution Using a Neural Network Language Model | |
| Zhenhao Ge, Yufang Sun, Mark J. T. Smith |
| Monte Carlo Tree Search for Multi-Robot Task Allocation | |
| Bilal Kartal, Ernesto Nunes, Julio Godoy, Maria Gini |
| Two-Stream Contextualized CNN for Fine-Grained Image Classification | |
| Jiang Liu, Chenqiang Gao, Deyu Meng, Wangmeng Zuo |
| SPAN: Understanding a Question with Its Support Answers | |
| Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng |
| Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data | |
| Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. Gonzalez |
Doctoral Consortium
| Apprenticeship Scheduling for Human-Robot Teams | |
| Matthew C. Gombolay |
What's Hot Papers
| What’s Hot in the Answer Set Programming Competition | |
| Martin Gebser, Marco Maratea, Francesco Ricca |
| Angry Birds as a Challenge for Artificial Intelligence | |
| Jochen Renz, XiaoYu Ge, Rohan Verma, Peng Zhang |
Demonstration Papers
| Artificial Intelligence for Predictive and Evidence Based Architecture Design | |
| Mehul Bhatt, Jakob Suchan, Carl Schultz, Vasiliki Kondyli, Saurabh Goyal |
| Predicting Gaming Related Properties from Twitter Accounts | |
| Maria Ivanova Gorinova, Yoad Lewenberg, Yoram Bachrach, Alfredo Kalaitzis, Michael Fagan, Dean Carignan, Nitin Gautam |
| BBookX: Building Online Open Books for Personalized Learning | |
| Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles |
| A Tool to Graphically Edit CP-Nets | |
| Aidan Shafran, Sam Saarinen, Judy Goldsmith |
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