AI and the Web
| Trust Models for RDF Data: Semantics and Complexity | |
| Valeria Fionda, Gianluigi Greco |
| Extended Property Paths: Writing More SPARQL Queries in a Succinct Way | |
| Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens |
| Kernel Density Estimation for Text-Based Geolocation | |
| Mans Hulden, Miikka Silfverberg, Jerid Francom |
| Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice | |
| Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang |
Applications
| Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel | |
| Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai |
| A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data | |
| Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng |
Cognitive Systems
| Moral Decision-Making by Analogy: Generalizations versus Exemplars | |
| Joseph A. Blass, Kenneth D. Forbus |
| AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis | |
| Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria |
| Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression | |
| Chen Liang, Kenneth D. Forbus |
| Extending Analogical Generalization with Near-Misses | |
| Matthew D. McLure, Scott E. Friedman, Kenneth D. Forbus |
Computational Sustainability and AI
| Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing | |
| Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn |
Game Theory and Economic Paradigms
| Justified Representation in Approval-Based Committee Voting | |
| Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh |
| The Complexity of Recognizing Incomplete Single-Crossing Preferences | |
| Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova |
| A Unifying Hierarchy of Valuations with Complements and Substitutes | |
| Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis |
| Do Capacity Constraints Constrain Coalitions? | |
| Michal Feldman, Ofir Geri |
| A Mechanism Design Approach to Measure Awareness | |
| Diodato Ferraioli, Carmine Ventre, Gabor Aranyi |
| Facility Location with Double-Peaked Preferences | |
| Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang |
| Elicitation for Aggregation | |
| Rafael M. Frongillo, Yiling Chen, Ian A. Kash |
| A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences | |
| Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| Incentives for Subjective Evaluations with Private Beliefs | |
| Goran Radanovic, Boi Faltings |
Heuristic Search and Optimization
| Initializing Bayesian Hyperparameter Optimization via Meta-Learning | |
| Matthias Feurer, Jost Tobias Springenberg, Frank Hutter |
| Stochastic Local Search for Satisfiability Modulo Theories | |
| Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi |
| Lagrangian Decomposition Algorithm for Allocating Marketing Channels | |
| Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi |
| A Theoretical Analysis of Optimization by Gaussian Continuation | |
| Hossein Mobahi, John W. Fisher III |
Knowledge Representation and Reasoning
| LARS: A Logic-Based Framework for Analyzing Reasoning over Streams | |
| Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink |
| On Computing Explanations in Argumentation | |
| Xiuyi Fan, Francesca Toni |
| How Many Diagnoses Do We Need? | |
| Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman |
| A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding | |
| Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes |
Machine Learning Applications
| Automatic Assessment of OCR Quality in Historical Documents | |
| Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell |
| PD Disease State Assessment in Naturalistic Environments Using Deep Learning | |
| Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz |
| Learning Hybrid Models with Guarded Transitions | |
| Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster |
Multiagent Systems
| Elections with Few Voters: Candidate Control Can Be Easy | |
| Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon |
| Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time | |
| Piotr Krzysztof Skowron, Piotr Faliszewski |
| Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation | |
| Piotr Krzysztof Skowron, Piotr Faliszewski, Jerome Lang |
NLP and Knowledge Representation
| Refer-to-as Relations as Semantic Knowledge | |
| Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi |
NLP and Machine Learning
| A Stratified Strategy for Efficient Kernel-Based Learning | |
| Simone Filice, Danilo Croce, Roberto Basili |
| Learning Greedy Policies for the Easy-First Framework | |
| Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli |
NLP and Text Mining
| Towards Knowledge-Driven Annotation | |
| Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras |
| Extracting Adverse Drug Reactions from Social Media | |
| Andrew Yates, Nazli Goharian, Ophir Frieder |
Novel Machine Learning Algorithms
| Optimizing Bag Features for Multiple-Instance Retrieval | |
| Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu |
| Pathway Graphical Lasso | |
| Maxim Grechkin, Maryam Fazel, Daniela Witten, Su-In Lee |
| Localized Centering: Reducing Hubness in Large-Sample Data | |
| Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović |
| Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions | |
| De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell |
| SP-SVM: Large Margin Classifier for Data on Multiple Manifolds | |
| Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach |
| OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation | |
| Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 10,000+ Times Accelerated Robust Subset Selection | |
| Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan |
Planning and Scheduling
| Factored MCTS for Large Scale Stochastic Planning | |
| Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
| Planning Over Multi-Agent Epistemic States: A Classical Planning Approach | |
| Christian Muise, Vaishak Belle, Paolo Felli, Sheila McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg |
| Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation | |
| Peng Yu, Cheng Fang, Brian Williams |
Reasoning under Uncertainty
| Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization | |
| Nahla Ben Amor, Fatma Essghaier, Helene Fargier |
| An Improved Lower Bound for Bayesian Network Structure Learning | |
| Xiannian Fan, Changhe Yuan |
Robotics
| This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction | |
| Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia E. Kavraki, Moshe Y. Vardi |
| Spatio-Spectral Exploration Combining In Situ and Remote Measurements | |
| David Ray Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Ravi Kiran |
| Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web | |
| Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos |
Vision
| A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations | |
| Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal, Jacob Feldman, Manish Singh |
| Learning Face Hallucination in the Wild | |
| Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
Senior Member Papers
| Speech Adaptation in Extended Ambient Intelligence Environments | |
| Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier |
Student Abstracts
| Leveraging Common Structure to Improve Prediction across Related Datasets | |
| Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski |
| Active Learning for Informative Projection Retrieval | |
| Madalina Fiterau, Artur Dubrawski |
| Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System | |
| Nick Gisolfi, Madalina Fiterau, Artur Dubrawski |
| Planning with Numeric Timed Initial Fluents | |
| Chiara Piacentini, Maria Fox, Derek Long |
| Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews | |
| Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu |
| What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions | |
| Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao |
Doctoral Consortium
| Exploiting the Structure of Distributed Constraint Optimization Problems | |
| Ferdinando Fioretto |
| Realistic Assumptions for Attacks on Elections | |
| Zack Fitzsimmons |
Demonstrations
| Towards Cognitive Automation of Data Science | |
| Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga |
| Bottom-Up Demand Response by Following Local Energy Generation Voluntarily | |
| Tobias Linnenberg, Alexander Fay, Michael Kaisers |
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