Main Track — Agent and Multiagent Systems
| Composing and Verifying Commitment-Based Multiagent Protocols | |
| Matteo Baldoni, Cristina Baroglio, Amit K. Chopra, Munindar P. Singh |
| Generalizing the Single-Crossing Property on Lines and Trees to Intermediate Preferences on Median Graphs | |
| Adam Clearwater, Clemens Puppe, Arkadii Slinko |
| Structural Results for Cooperative Decentralized Control Models | |
| Jilles Steeve Dibangoye, Olivier Buffet, Olivier Simonin |
| Tractable Inquiry in Information-Rich Environments | |
| Barbara Dunin-Kęplicz, Alina Strachocka |
| The Power of Local Manipulation Strategies in Assignment Mechanisms | |
| Timo Mennle, Michael Weiss, Basil Philipp, Sven Seuken |
| Revenue Maximization Envy-Free Pricing for Homogeneous Resources | |
| Gianpiero Monaco, Piotr Sankowski, Qiang Zhang |
| Exchange of Indivisible Objects with Asymmetry | |
| Zhaohong Sun, Hideaki Hata, Taiki Todo, Makoto Yokoo |
| Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem: Application to Materials Discovery | |
| Yexiang Xue, Stefano Ermon, Carla P. Gomes, Bart Selman |
Main Track — Constraint Optimization
| Improving the Effectiveness of SAT-Based Preprocessing for MaxSAT | |
| Jeremias Berg, Paul Saikko, Matti Järvisalo |
Main Track — Constraints, Satisfiability, and Search
| Expressive Logical Combinators for Free | |
| Pierre Geneves, Alan Schmitt |
| Personalized Mathematical Word Problem Generation | |
| Oleksandr Polozov, Eleanor O'Rourke, Adam M. Smith, Luke Zettlemoyer, Sumit Gulwani, Zoran Popović |
| Packing Curved Objects | |
| Ignacio Antonio Salas Donoso, Gilles Chabert |
Main Track — Game Theory
| Simultaneous Abstraction and Equilibrium Finding in Games | |
| Noam Brown, Tuomas Sandholm |
| Incentivizing Peer Grading in MOOCS: An Audit Game Approach | |
| Alejandro Uriel Carbonara, Anupam Datta, Arunesh Sinha, Yair Zick |
| Gibbard–Satterthwaite Games | |
| Edith Elkind, Umberto Grandi, Francesca Rossi, Arkadii Slinko |
| Structural Tractability of Shapley and Banzhaf Values in Allocation Games | |
| Gianluigi Greco, Francesco Lupia, Francesco Scarcello |
| Smooth UCT Search in Computer Poker | |
| Johannes Heinrich, David Silver |
| Limited Lookahead in Imperfect-Information Games | |
| Christian Kroer, Tuomas Sandholm |
| When Does Schwartz Conjecture Hold? | |
| Matthias Mnich, Yash Raj Shrestha, Yongjie Yang |
| A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games | |
| Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Makoto Yokoo |
| The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection | |
| Piotr Lech Szczepański, Aleksy Stanisław Barcz, Tomasz Paweł Michalak, Talal Rahwan |
| Security Games with Information Leakage: Modeling and Computation | |
| Haifeng Xu, Albert Xing Jiang, Arunesh Sinha, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe |
Main Track — Graphical Models
| A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality | |
| Yinqing Xu, Bei Shi, Wentao Tian, Wai Lam |
Main Track — Heuristic Search
| Model-Based Genetic Algorithms for Algorithm Configuration | |
| Carlos Ansotegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney |
| ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding | |
| Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, David Tolpin, Oded Betzalel, Eyal Shimony |
| A Fast Goal Recognition Technique Based on Interaction Estimates | |
| Yolanda E-Martin, Maria D. R-Moreno, David E. Smith |
| Mining Expert Play to Guide Monte Carlo Search in the Opening Moves of Go | |
| Erik S. Steinmetz, Maria Gini |
| H-Index Manipulation by Merging Articles: Models, Theory, and Experiments | |
| René van Bevern, Christian Komusiewicz, Rolf Niedermeier, Manuel Sorge, Toby Walsh |
Main Track — Knowledge Acquisition
| AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand | |
| Mehdi Samadi, Partha Talukdar, Manuela Veloso, Tom Mitchell |
| Building Hierarchies of Concepts via Crowdsourcing | |
| Yuyin Sun, Adish Singla, Dieter Fox, Andreas Krause |
Main Track — Knowledge Representation, Reasoning, and Logic
| A Simple Probabilistic Extension of Modal Mu-calculus | |
| Wanwei Liu, Lei Song, Ji Wang, Lijun Zhang |
| Automatic Generation of Raven’s Progressive Matrices | |
| Ke Wang, Zhendong Su |
Main Track — Machine Learning
| Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction | |
| Wenbin Jiang, Qun Liu, Thepchai Supnithi |
| Analysis of Sampling Algorithms for Twitter | |
| Deepan Subrahmanian Palguna, Vikas Joshi, Venkatesan Chakaravarthy, Ravi Kothari, LV Subramaniam |
| Portfolio Choices with Orthogonal Bandit Learning | |
| Weiwei Shen, Jun Wang, Yu-Gang Jiang, Hongyuan Zha |
| Information Gathering in Networks via Active Exploration | |
| Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen White, Andreas Krause |
| Regression Model Fitting under Differential Privacy and Model Inversion Attack | |
| Yue Wang, Cheng Si, Xintao Wu |
| Correcting Covariate Shift with the Frank-Wolfe Algorithm | |
| Junfeng Wen, Russell Greiner, Dale Schuurmans |
| Cognitive Modelling for Predicting Examinee Performance | |
| Runze Wu, Qi Liu, Yuping Liu, Enhong Chen, Yu Su, Zhigang Chen, Guoping Hu |
| Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model | |
| Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu |
| Discriminative Reordering Model Adaptation via Structural Learning | |
| Biao Zhang, Jinsong Su, Deyi Xiong, Hong Duan, Junfeng Yao |
| Revisiting Gaussian Process Dynamical Models | |
| Jing Zhao, Shiliang Sun |
Main Track — Model Verification / Model Checking
| The Complexity of Model Checking Succinct Multiagent Systems | |
| Xiaowei Huang, Qingliang Chen, Kaile Su |
Main Track — Multidisciplinary Topics and Applications
| The Right to Obscure: A Mechanism and Initial Evaluation | |
| Eric Hsin-Chun Huang, Jaron Lanier, Yoav Shoham |
| Automated Geometry Theorem Proving for Human-Readable Proofs | |
| Ke Wang, Zhendong Su |
Main Track — Multiagent Systems
| What Do We Elect Committees For? A Voting Committee Model for Multi-Winner Rules | |
| Piotr Krzysztof Skowron |
Main Track — Natural Language Processing
| Multi-Document Abstractive Summarization Using ILP Based Multi-Sentence Compression | |
| Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama |
| Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter | |
| Francesco Barbieri, Francesco Ronzano, Horacio Saggion |
| Joint Learning of Character and Word Embeddings | |
| Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huanbo Luan |
| A Hybrid Neural Model for Type Classification of Entity Mentions | |
| Li Dong, Furu Wei, Hong Sun, Ming Zhou, Ke Xu |
| Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora | |
| Meiping Dong, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Dakun Zhang |
| Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation | |
| Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu |
| Integrating Importance, Non-Redundancy and Coherence in Graph-Based Extractive Summarization | |
| Daraksha Parveen, Michael Strube |
| An Active Learning Approach to Coreference Resolution | |
| Mrinmaya Sachan, Eduard Hovy, Eric P. Xing |
| Towards Addressing the Winograd Schema Challenge — Building and Using a Semantic Parser and a Knowledge Hunting Module | |
| Arpit Sharma, Nguyen H Vo, Somak Aditya, Chitta Baral |
| On Conceptual Labeling of a Bag of Words | |
| Xiangyan Sun, Yanghua Xiao, Haixun Wang, Wei Wang |
| Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation | |
| Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang |
| Modeling Quantum Entanglements in Quantum Language Models | |
| Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song |
| Representation Learning for Measuring Entity Relatedness with Rich Information | |
| Yu Zhao, Zhiyuan Liu, Maosong Sun |
Main Track — Ontologies
| Coherence Across Components in Cognitive Systems — One Ontology to Rule Them All | |
| Gregor Behnke, Denis Ponomaryov, Marvin Schiller, Pascal Bercher, Florian Nothdurft, Birte Glimm, Susanne Biundo |
| Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach | |
| Daniil Mirylenka, Andrea Passerini, Luciano Serafini |
| An Ontology Matching Approach Based on Affinity-Preserving Random Walks | |
| Chuncheng Xiang, Baobao Chang, Zhifang Sui |
Main Track — Planning
| ASAP-UCT: Abstraction of State-Action Pairs in UCT | |
| Ankit Anand, Aditya Grover, Mausam ., Parag Singla |
| Exploiting Block Deordering for Improving Planners Efficiency | |
| Lukáš Chrpa, Fazlul Hasan Siddiqui |
| Estimating the Probability of Meeting a Deadline in Hierarchical Plans | |
| Liat Cohen, Solomon Eyal Shimony, Gera Weiss |
| Exploratory Digraph Navigation Using A* | |
| Fabrice Mayran de Chamisso, Laurent Soulier, Michaël Aupetit |
| Compiling Away Uncertainty in Strong Temporal Planning with Uncontrollable Durations | |
| Andrea Micheli, Minh Do, David E. Smith |
| Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions | |
| Frans Adriaan Oliehoek, Matthijs T. J. Spaan, Stefan John Witwicki |
| Deordering and Numeric Macro Actions for Plan Repair | |
| Enrico Scala, Pietro Torasso |
| Planning for Stochastic Games with Co-Safe Objectives | |
| Lei Song, Yuan Feng, Lijun Zhang |
| Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning | |
| Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz |
| MORRF*: Sampling-Based Multi-Objective Motion Planning | |
| Daqing Yi, Michael A. Goodrich, Kevin D Seppi |
Main Track — Recommender Systems
| A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews | |
| Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shu-Jian Huang, Jia-Jun Chen |
| A Boosting Algorithm for Item Recommendation with Implicit Feedback | |
| Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao |
| Simple Atom Selection Strategy for Greedy Matrix Completion | |
| Zebang Shen, Hui Qian, Tengfei Zhou, Song Wang |
Main Track — Robotics and Vision
| Reactive Integrated Motion Planning and Execution | |
| Andreas G. Hofmann, Enrique Fernandez, Justin Helbert, Scott D. Smith, Brian C. Williams |
| Co-Acquisition of Syntax and Semantics — An Investigation in Spatial Language | |
| Michael Spranger, Luc Steels |
| Reduced Time-Expansion Graphs and Goal Decomposition for Solving Cooperative Path Finding Sub-Optimally | |
| Pavel Surynek |
| Learning to Interpret Natural Language Commands through Human-Robot Dialog | |
| Jesse Thomason, Shiqi Zhang, Raymond J Mooney, Peter Stone |
Main Track — Sequential Decision Making
| Solving MDPs with Skew Symmetric Bilinear Utility Functions | |
| Hugo Gilbert, Olivier Spanjaard, Paolo Viappiani, Paul Weng |
Main Track — Social Choice Theory
| Ranked Voting on Social Networks | |
| Ariel D. Procaccia, Nisarg Shah, Eric Sodomka |
Main Track — Social Networks
| Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks | |
| Yulong Pei, Nilanjan Chakraborty, Katia Sycara |
| CEIL: A Scalable, Resolution Limit Free Approach for Detecting Communities in Large Networks | |
| Vishnu Sankar, Balaraman Ravindran, Shivashankar S |
| Network Representation Learning with Rich Text Information | |
| Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Chang |
Main Track — Vision and Perception
| Cross-View Projective Dictionary Learning for Person Re-Identification | |
| Sheng Li, Ming Shao, Yun Fu |
| Inferring Painting Style with Multi-Task Dictionary Learning | |
| Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe |
| Salient Object Detection via Augmented Hypotheses | |
| Tam Van Nguyen, Jose Sepulveda |
| Adaptive Sharing for Image Classification | |
| Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu |
Main Track — Web and Knowledge-Based Information Systems
| Distance-Bounded Consistent Query Answering | |
| Andreas Pfandler, Emanuel Sallinger |
| Personalized Sentiment Classification Based on Latent Individuality of Microblog Users | |
| Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong |
| Determining Expert Research Areas with Multi-Instance Learning of Hierarchical Multi-Label Classification Model | |
| Tao Wu, Qifan Wang, Zhiwei Zhang, Luo Si |
Main Track — Web Mining
| Tracking Political Elections on Social Media: Applications and Experience | |
| Danish Contractor, Bhupesh Chawda, Sameep Mehta, L Venkata Subramaniam, Tanveer Afzal Faruquie |
| Large Scale Homophily Analysis in Twitter Using a Twixonomy | |
| Stefano Faralli, Giovanni Stilo, Paola Velardi |
| Interactive Gender Inference with Integer Linear Programming | |
| Shoushan Li, Jingjing Wang, Guodong Zhou, Hanxiao Shi |
| Detecting Promotion Campaigns in Community Question Answering | |
| Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma, Xuan Zhu, Jiashen Sun |
| Towards Domain-Specific Semantic Relatedness: A Case Study from Geography | |
| Shilad Sen, Isaac Johnson, Rebecca Harper, Huy Mai, Samuel Horlbeck Olsen, Benjamin Mathers, Laura Souza Vonessen, Matthew Wright, Brent Hecht |
| Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning | |
| Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua |
Artificial Intelligence and the Arts Track
| Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending | |
| Manfred Eppe, Roberto Confalonieri, Ewen MacLean, Maximos Kaliakatsos, Emilios Cambouropoulos, Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger |
| Slogans Are Not Forever: Adapting Linguistic Expressions to the News | |
| Lorenzo Gatti, Gözde Özbal, Marco Guerini, Oliviero Stock, Carlo Strapparava |
| Generating 1/f Noise Sequences as Constraint Satisfaction: The Voss Constraint | |
| François Pachet, Pierre Roy, Alexandre Papadopoulos, Jason Sakellariou |
| Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel? | |
| Andreza Sartori, Yan Yan, Gözde Özbal, Alkim Almila Akdag Salah, Albert Ali Salah, Nicu Sebe |
| Aesthetic Visual Quality Evaluation of Chinese Handwritings | |
| Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao |
| Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning | |
| Ning Xie, Tingting Zhao, Feng Tian, Xiao Hua Zhang, Masashi Sugiyama |
Computational Sustainability Track
| A Personalised Thermal Comfort Model Using a Bayesian Network | |
| Frederik Auffenberg, Sebastian Stein, Alex Rogers |
| When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing | |
| Fei Fang, Peter Stone, Milind Tambe |
| Online Mechanisms for Charging Electric Vehicles in Settings with Varying Marginal Electricity Costs | |
| Keiichiro Hayakawa, Enrico H. Gerding, Sebastian Stein, Takahiro Shiga |
| Abstract Routing Models and Abstractions in the Context of Vehicle Routing | |
| René Schönfelder, Martin Leucker |
| Fast Combinatorial Algorithm for Optimizing the Spread of Cascades | |
| Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein |
| A Crowdfunding Model for Green Energy Investment | |
| Ronghuo Zheng, Ying Xu, Nilanjan Chakraborty, Katia Sycara |
Knowledge Representation Track
| Complexity Results in Epistemic Planning | |
| Thomas Bolander, Martin Holm Jensen, Francois Schwarzentruber |
| On the Undecidability of the Situation Calculus Extended with Description Logic Ontologies | |
| Diego Calvanese, Giuseppe De Giacomo, Mikhail Soutchanski |
| Verification of Generalized Inconsistency-Aware Knowledge and Action Bases | |
| Diego Calvanese, Marco Montali, Ario Santoso |
| Probabilistic Belief Contraction Using Argumentation | |
| Kinzang Chhogyal, Abhaya Nayak, Zhiqiang Zhuang, Abdul Sattar |
| Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic | |
| Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock |
| Combining Existential Rules with the Power of CP-Theories | |
| Tommaso Di Noia, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari, Oana Tifrea-Marciuska |
| The Combined Approach to Query Answering Beyond the OWL 2 Profiles | |
| Cristina Feier, David Carral, Giorgio Stefanoni, Bernardo Cuenca Grau, Ian Horrocks |
| Computing Social Behaviours Using Agent Models | |
| Paolo Felli, Tim Miller, Christian Muise, Adrian R. Pearce, Liz Sonenberg |
| On the Computational Complexity of Naive-Based Semantics for Abstract Dialectical Frameworks | |
| Sarah Alice Gaggl, Sebastian Rudolph, Hannes Strass |
| Lightweight Temporal Description Logics with Rigid Roles and Restricted TBoxes | |
| Víctor Gutiérrez-Basulto, Jean Christoph Jung, Thomas Schneider |
| Efficient Query Rewriting in the Description Logic EL and Beyond | |
| Peter Hansen, Carsten Lutz, İnanç Seylan, Frank Wolter |
| Ontology-Mediated Queries with Closed Predicates | |
| Carsten Lutz, Inanc Seylan, Frank Wolter |
| Membership Constraints in Formal Concept Analysis | |
| Sebastian Rudolph, Christian Sacarea, Diana Troanca |
| Towards Fully Observable Non-Deterministic Planning as Assumption-based Automatic Synthesis | |
| Sebastian Sardina, Nicolas D'Ippolito |
| Qualitative Reasoning about Directions in Semantic Spaces | |
| Steven Schockaert, Jae Hee Lee |
| Belief Revision and Progression of Knowledge Bases in the Epistemic Situation Calculus | |
| Christoph Schwering, Gerhard Lakemeyer, Maurice Pagnucco |
| MergeXplain: Fast Computation of Multiple Conflicts for Diagnosis | |
| Kostyantyn Shchekotykhin, Dietmar Jannach, Thomas Schmitz |
| Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks | |
| Michael Sioutis, Sanjiang Li, Jean-Francois Condotta |
Machine Learning Track
| Reinforcement Learning from Demonstration through Shaping | |
| Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé |
| Deep Low-Rank Coding for Transfer Learning | |
| Zhengming Ding, Ming Shao, Yun Fu |
| Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves | |
| Tobias Domhan, Jost Tobias Springenberg, Frank Hutter |
| Topic Modeling with Document Relative Similarities | |
| Jianguang Du, Jing Jiang, Dandan Song, Lejian Liao |
| Robust Multiple Kernel K-means Using L21-Norm | |
| Liang Du, Peng Zhou, Lei Shi, Hanmo Wang, Mingyu Fan, Wenjian Wang, Yi-Dong Shen |
| Crowdsourced Semantic Matching of Multi-Label Annotations | |
| Lei Duan, Satoshi Oyama, Masahito Kurihara, Haruhiko Sato |
| Quiet: Faster Belief Propagation for Images and Related Applications | |
| Yasuhiro Fujiwara, Dennis Shasha |
| Bi-Parameter Space Partition for Cost-Sensitive SVM | |
| Bin Gu, Victor S. Sheng, Shuo Li |
| Identification of Time-Dependent Causal Model: A Gaussian Process Treatment | |
| Biwei Huang, Kun Zhang, Bernhard Schölkopf |
| Scalable Gaussian Process Regression Using Deep Neural Networks | |
| Wenbing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Chang |
| Fast Cross-Validation for Incremental Learning | |
| Pooria Joulani, Andras Gyorgy, Csaba Szepesvari |
| Bayesian Active Learning for Posterior Estimation | |
| Kirthevasan Kandasamy, Jeff Schneider, Barnabas Poczos |
| Collaborative Place Models | |
| Berk Kapicioglu, David S. Rosenberg, Robert E. Schapire, Tony Jebara |
| Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm | |
| Huaping Liu, Jie Qin, Hong Cheng, Fuchun Sun |
| Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning | |
| Sai Nageswar Satchidanand, Harini Ananthapadmanaban, Balaraman Ravindran |
| Deep Linear Coding for Fast Graph Clustering | |
| Ming Shao, Sheng Li, Zhengming Ding, Yun Fu |
| Semi-Orthogonal Multilinear PCA with Relaxed Start | |
| Qiquan Shi, Haiping Lu |
| A Geometric Theory of Feature Selection and Distance-Based Measures | |
| Kilho Shin, Adrian Pino Angulo |
| Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach | |
| Yangqiu Song, Shusen Wang, Haixun Wang |
| Equivalence Results between Feedforward and Recurrent Neural Networks for Sequences | |
| Alessandro Sperduti |
| Polytree-Augmented Classifier Chains for Multi-Label Classification | |
| Lu Sun, Mineichi Kudo |
| Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes | |
| Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan |
| Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations | |
| Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang |
| Learning to Hash on Partial Multi-Modal Data | |
| Qifan Wang, Luo Si, Bin Shen |
| Ranking Preserving Hashing for Fast Similarity Search | |
| Qifan Wang, Zhiwei Zhang, Luo Si |
| Perception Evolution Network Adapting to the Emergence of New Sensory Receptor | |
| Youlu Xing, Furao Shen, Jinxi Zhao |
| Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search | |
| Yan Yan, Mingkui Tan, Ivor Tsang, Yi Yang, Chengqi Zhang, Qinfeng Shi |
| Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition | |
| Jianbo Yang, Minh Nhut Nguyen, Phyo Phyo San, Xiao Li Li, Shonali Krishnaswamy |
| Mobile Query Recommendation via Tensor Function Learning | |
| Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang |
| Recovery of Corrupted Multiple Kernels for Clustering | |
| Peng Zhou, Liang Du, Lei Shi, Hanmo Wang, Yi-Dong Shen |
| Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization | |
| Peng Zhou, Liang Du, Hanmo Wang, Lei Shi, Yi-Dong Shen |
Journal Track
| Norms as a Basis for Governing Sociotechnical Systems: Extended Abstract | |
| Munindar P. Singh |
| Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract | |
| Yale Song, Randall Davis |
Best Papers from Sister Conferences Track
| Examples and Tutored Problems: Adaptive Support Using Assistance Scores | |
| Amir Shareghi Najar, Antonija Mitrovic, Bruce McLaren |
| Max Is More than Min: Solving Maximization Problems with Heuristic Search | |
| Roni Stern, Scott Kiesel, Rami Puzis, Ariel Felner, Wheeler Ruml |
Doctoral Consortium
| Dynamic Execution of Temporal Plans with Sensing Actions and Bounded Risk | |
| Pedro Henrique Santana, Brian C. Williams |
| An Intelligent and Unified Framework for Multiple Robot and Human Coalition Formation | |
| Sayan Dev Sen |
| Normative Practical Reasoning: An Argumentation-Based Approach | |
| Zohreh Shams |
| Unleashing the Power of Multi-Agent Voting Teams | |
| Leandro Soriano Marcolino |
| Feature Selection for Multi-Label Learning | |
| Newton Spolaôr, Maria Carolina Monard, Huei Diana Lee |