Technical Papers: AI and the Web
| VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback | |
| Ruining He, Julian McAuley |
| Predicting Online Protest Participation of Social Media Users | |
| Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu |
| On the Effectiveness of Linear Models for One-Class Collaborative Filtering | |
| Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Darius Braziunas |
| Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition | |
| Bo Wu, Tao Mei, Wen-Huang Cheng, Yongdong Zhang |
Technical Papers: Cognitive Modeling
| Egocentric Video Search via Physical Interactions | |
| Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama |
Technical Papers: Game Playing and Interactive Entertainment
| Reuse of Neural Modules for General Video Game Playing | |
| Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen |
Technical Papers: Game Theory and Economic Paradigms
| From Duels to Battlefields: Computing Equilibria of Blotto and Other Games | |
| AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay, Brendan Lucier, Hamid Mahini, Saeed Seddighin |
| Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments | |
| Haris Aziz, Omer Lev, Nicholas Mattei, Jeffrey S. Rosenschein, Toby Walsh |
| On the Complexity of mCP-nets | |
| Thomas Lukasiewicz, Enrico Malizia |
| Reinstating Combinatorial Protections for Manipulation and Bribery in Single-Peaked and Nearly Single-Peaked Electorates | |
| Vijay Menon, Kate Larson |
| Refining Subgames in Large Imperfect Information Games | |
| Matej Moravcik, Martin Schmid, Karel Ha, Milan Hladik, Stephen J. Gaukrodger |
| Closeness Centrality for Networks with Overlapping Community Structure | |
| Mateusz K. Tarkowski, Piotr Szczepański, Talal Rahwan, Tomasz P. Michalak, Michael Wooldridge |
| Lift-Based Bidding in Ad Selection | |
| Jian Xu, Xuhui Shao, Jianjie Ma, Kuang-chih Lee, Hang Qi, Quan Lu |
Technical Papers: Heuristic Search and Optimization
| Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality | |
| Hiromasa Arai, Crystal Maung, Ke Xu, Haim Schweitzer |
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 |
| A Comparative Study of Ranking-Based Semantics for Abstract Argumentation | |
| Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet |
| Basic Probabilistic Ontological Data Exchange with Existential Rules | |
| Thomas Lukasiewicz, Maria Vanina Martinez, Livia Predoiu, Gerardo I. Simari |
| Resistance to Corruption of Strategic Argumentation | |
| Michael J. Maher |
| Causal Explanation Under Indeterminism: A Sampling Approach | |
| Christopher A. Merck, Samantha Kleinberg |
| 'Knowing Whether' in Proper Epistemic Knowledge Bases | |
| Tim Miller, Paolo Felli, Christian Muise, Adrian Pearce, Liz Sonenberg |
| Ontology-Mediated Queries for NOSQL Databases | |
| Marie-Laure Mugnier, Marie-Christine Rousset, Federico Ulliana |
| Zero-Suppressed Sentential Decision Diagrams | |
| Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Technical Papers: Machine Learning Applications
| Bayesian Inference of Recursive Sequences of Group Activities from Tracks | |
| Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton T. Morrison |
| MOOCs Meet Measurement Theory: A Topic-Modelling Approach | |
| Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan |
| Deep Learning for Algorithm Portfolios | |
| Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay Saraswat |
| Convolutional Neural Networks over Tree Structures for Programming Language Processing | |
| Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin |
| Factorization Ranking Model for Move Prediction in the Game of Go | |
| Chenjun Xiao, Martin Müller |
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 |
| Random Composite Forests | |
| Giulia DeSalvo, Mehryar Mohri |
| Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis | |
| Assaf Hallak, Aviv Tamar, Remi Munos, Shie Mannor |
| Conservativeness of Untied Auto-Encoders | |
| Daniel Jiwoong Im, Mohamed Ishmael Belghazi, Roland Memisevic |
| Multi-Objective Self-Paced Learning | |
| Hao Li, Maoguo Gong, Deyu Meng, Qiguang Miao |
| Accelerating Random Kaczmarz Algorithm Based on Clustering Information | |
| Yujun Li, Kaichun Mo, Haishan Ye |
| Re-Active Learning: Active Learning with Relabeling | |
| Christopher H. Lin, M Mausam, Daniel S. Weld |
| Expected Tensor Decomposition with Stochastic Gradient Descent | |
| Takanori Maehara, Kohei Hayashi, Ken-ichi Kawarabayashi |
| Offline Evaluation of Online Reinforcement Learning Algorithms | |
| Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović |
| Reinforcement Learning with Parameterized Actions | |
| Warwick Masson, Pravesh Ranchod, George Konidaris |
| Fixed-Rank Supervised Metric Learning on Riemannian Manifold | |
| Yadong Mu |
| DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays | |
| Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian Molloy, Suresh Chari |
Technical Papers: Multiagent Systems
| Frugal Bribery in Voting | |
| Palash Dey, Neeldhara Misra, Y. Narahari |
| Is It Harmful When Advisors Only Pretend to Be Honest? | |
| Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu |
Technical Papers: NLP and Knowledge Representation
| Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter | |
| Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma |
Technical Papers: NLP and Machine Learning
| Instructable Intelligent Personal Agent | |
| Amos Azaria, Jayant Krishnamurthy, Tom M. Mitchell |
| Joint Word Representation Learning Using a Corpus and a Semantic Lexicon | |
| Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi |
| Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text | |
| Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu |
| Numerical Relation Extraction with Minimal Supervision | |
| Aman Madaan, Ashish Mittal, . Mausam, Ganesh Ramakrishnan, Sunita Sarawagi |
| Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences | |
| Hongyuan Mei, Mohit Bansal, Matthew R. Walter |
| Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning | |
| Arindam Mitra, Chitta Baral |
| Siamese Recurrent Architectures for Learning Sentence Similarity | |
| Jonas Mueller, Aditya Thyagarajan |
| Learning Statistical Scripts with LSTM Recurrent Neural Networks | |
| Karl Pichotta, Raymond J. Mooney |
| Inferring Interpersonal Relations in Narrative Summaries | |
| Shashank Srivastava, Snigdha Chaturvedi, Tom Mitchell |
| Non-Linear Similarity Learning for Compositionality | |
| Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto |
Technical Papers: NLP and Text Mining
| Age of Exposure: A Model of Word Learning | |
| Mihai Dascalu, Danielle S. McNamara, Scott Crossley, Stefan Trausan-Matu |
| Microsummarization of Online Reviews: An Experimental Study | |
| Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell |
Technical Papers: Planning and Scheduling
| Dynamic Controllability of Disjunctive Temporal Networks: Validation and Synthesis of Executable Strategies | |
| Alessandro Cimatti, Andrea Micheli, Marco Roveri |
| Randomised Procedures for Initialising and Switching Actions in Policy Iteration | |
| Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan |
| Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem | |
| Hang Ma, Craig Tovey, Guni Sharon, T. K. Satish Kumar, Sven Koenig |
| Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach | |
| Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukas Chrpa, Thomas Leo McCluskey |
Technical Papers: Reasoning under Uncertainty
| Approximate Probabilistic Inference via Word-Level Counting | |
| Supratik Chakraborty, Kuldeep S. Meel, Rakesh Mistry, Moshe Y. Vardi |
| From Exact to Anytime Solutions for Marginal MAP | |
| Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander Ihler |
| Scaling Relational Inference Using Proofs and Refutations | |
| Ravi Mangal, Xin Zhang, Aditya Kamath, Aditya V. Nori, Mayur Naik |
| Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints | |
| Hadi Mohasel Afshar, Scott Sanner, Christfried Webers |
Technical Papers: Search and Constraint Satisfaction
| Using the Shapley Value to Analyze Algorithm Portfolios | |
| Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown |
Technical Papers: Robotics
| Selectively Reactive Coordination for a Team of Robot Soccer Champions | |
| Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey, Richard Wang, Steven Klee, Danny Zhu, Manuela Veloso |
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 |
| Decentralized Robust Subspace Clustering | |
| Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas |
| Learning to Answer Questions from Image Using Convolutional Neural Network | |
| Lin Ma, Zhengdong Lu, Hang Li |
| SentiCap: Generating Image Descriptions with Sentiments | |
| Alexander Patrick Mathews, Lexing Xie, Xuming He |
Special Track: Cognitive Systems
| MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy | |
| Michael T. Cox, Zohreh Alavi, Dustin Dannenhauer, Vahid Eyorokon, Hector Munoz-Avila, Don Perlis |
| Surprise-Triggered Reformulation of Design Goals | |
| Kazjon Grace, Mary Lou Maher |
| Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior | |
| Abhijit Mishra, Diptesh Kanojia, Pushpak Bhattacharyya |
| 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
| Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations | |
| Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit Sheth, Tanvi Banerjee |
| 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 |
| Adaptable Regression Method for Ensemble Consensus Forecasting | |
| John K. Williams, Peter P. Neilley, Joseph P. Koval, Jeff McDonald |
Special Track: Integrated AI Capabilities
| 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
| BeeMo, a Monte Carlo Simulation Agent for Playing Parameterized Poker Squares | |
| Karo Castro-Wunsch, William Maga, Calin Anton |
| Learning and Using Hand Abstraction Values for Parameterized Poker Squares | |
| Todd W. Neller, Colin M. Messinger, Zuozhi Yang |
| 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 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 Summary Talks
| Rational Verification: From Model Checking to Equilibrium Checking | |
| Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi |
Student Abstracts
| Weighted A* Algorithms for Unsupervised Feature Selection with Provable Bounds on Suboptimality | |
| Hiromasa Arai, Ke Xu, Crystal Maung, Haim Schweitzer |
| Two-Stream Contextualized CNN for Fine-Grained Image Classification | |
| Jiang Liu, Chenqiang Gao, Deyu Meng, Wangmeng Zuo |
| Decision Sum-Product-Max Networks | |
| Mazen Melibari, Pascal Poupart, Prashant Doshi |
| Iterative Project Quasi-Newton Algorithm for Training RBM | |
| Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song |
| Pseudo-Tree Construction Heuristics for DCOPs with Variable Communication Times | |
| Atena M Tabakhi |
| Efficient Collaborative Crowdsourcing | |
| Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung |
| Heuristic Planning for Hybrid Systems | |
| Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio |
| Business Event Curation: Merging Human and Automated Approaches | |
| Yiqi Wang, Huiying Ma, Nichola Lowe, Maryann Feldman, Charles Schmitt |
Doctoral Consortium
| Analogical Generalization of Linguistic Constructions | |
| Clifton McFate |
What's Hot Papers
| What’s Hot in Human Language Technology: Highlights from NAACL HLT 2015 | |
| Joyce Y. Chai, Anoop Sarkar, Rada Mihalcea |
| What’s Hot in the Answer Set Programming Competition | |
| Martin Gebser, Marco Maratea, Francesco Ricca |
Demonstration Papers
| SVVAMP: Simulator of Various Voting Algorithms in Manipulating Populations | |
| François Durand, Fabien Mathieu, Ludovic Noirie |
| EKNOT: Event Knowledge from News and Opinions in Twitter | |
| Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han |
| An Image Analysis Environment for Species Identification of Food Contaminating Beetles | |
| Daniel Martin, Hongjian Ding, Leihong Wu, Howard Semey, Amy Barnes, Darryl Langley, Su Inn Park, Zhichao Liu, Weida Tong, Joshua Xu |
| Jikan to Kukan: A Hands-On Musical Experience in AI, Games and Art | |
| Georgia Rossmann Martins, Mário Escarce Junior, Leandro Soriano Marcolino |
| EDDIE: An Embodied AI System for Research and Intervention for Individuals with ASD | |
| Robert Selkowitz, Jonathan Rodgers, P. J. Moskal, Jon Mrowczynski, Christine Colson |
| Multi-Agent System Development MADE Easy | |
| Zhiqi Shen, Han Yu, Chunyan Miao, Siyao Li, Yiqiang Chen |
| A Fraud Resilient Medical Insurance Claim System | |
| Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao |
| Productive Aging through Intelligent Personalized Crowdsourcing | |
| Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung |
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