Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

AI and the Web

Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling PDF
Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida
Handling Owl:sameAs via Rewriting PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Incorporating Assortativity and Degree Dependence into Scalable Network Models PDF
Stephen Mussmann, John Moore, Joseph John Pfeiffer, Jennifer Neville


A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data PDF
Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng

Computational Sustainability and AI

SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers PDF
Bochao Shen, Balakrishnan Narayanaswamy, Ravi Sundaram
Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle PDF
Alexander David Styler, Illah Reza Nourbakhsh

Game Theory and Economic Paradigms

Fair Information Sharing for Treasure Hunting PDF
Yiling Chen, Kobbi Nissim, Bo Waggoner

Heuristic Search and Optimization

BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Human-Computation and Crowd Sourcing

Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents PDF
Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey
Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency PDF
Diego Noble, Marcelo Prates, Daniel Bossle, Luís Lamb
CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets PDF
David Sanchez-Charles, Victor Muntes-Mulero, Marc Sole, Jordi Nin

Integrated Systems

Toward Mobile Robots Reasoning Like Humans PDF
Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean

Knowledge Representation and Reasoning

Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks

Machine Learning Applications

A Closed Form Solution to Multi-View Low-Rank Regression PDF
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang

Multiagent Systems

Elections with Few Voters: Candidate Control Can Be Easy PDF
Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
Multi-Robot Auctions for Allocation of Tasks with Temporal Constraints PDF
Ernesto Nunes, Maria Gini

NLP and Machine Learning

Fast and Accurate Prediction of Sentence Specificity PDF
Junyi Jessy Li, Ani Nenkova
Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

NLP and Text Mining

Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers PDF
Chen Chen, Vincent Ng
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network PDF
Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie

Novel Machine Learning Algorithms

A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
Expressing Arbitrary Reward Functions as Potential-Based Advice PDF
Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowe
Large-Scale Multi-View Spectral Clustering via Bipartite Graph PDF
Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang
The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation PDF
Tengfei Ma, Issei Sato, Hiroshi Nakagawa
Learning Relational Sum-Product Networks PDF
Aniruddh Nath, Pedro M. Domingos
Tensor-Variate Restricted Boltzmann Machines PDF
Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
Learning Robust Locality Preserving Projection via p-Order Minimization PDF
Hua Wang, Feiping Nie, Heng Huang

Planning and Scheduling

Transition Constraints for Parallel Planning PDF
Nina Ghanbari Ghooshchi, Majid Namazi, M A Hakim Newton, Abdul Sattar

Reasoning under Uncertainty

Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization PDF
Darrell Hoy, Evdokia Nikolova
Reward Shaping for Model-Based Bayesian Reinforcement Learning PDF
Hyeoneun Kim, Woosang Lim, Kanghoon Lee, Yung-Kyun Noh, Kee-Eung Kim
Knowledge-Based Probabilistic Logic Learning PDF
Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan
Lifted Probabilistic Inference for Asymmetric Graphical Models PDF
Guy Van den Broeck, Mathias Niepert
Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks PDF
Jeremy C. Weiss, Sriraam Natarajan, C. David Page

Search and Constraint Satisfaction

SAT-Based Strategy Extraction in Reachability Games PDF
Niklas Een, Alexander Legg, Nina Narodytska, Leonid Ryzhyk

Senior Member Papers

Blended Planning and Acting: Preliminary Approach, Research Challenges PDF
Dana S. Nau, Malik Ghallab, Paolo Traverso
On the Diagnosis of Cyber-Physical Production Systems PDF
Oliver Niggemann, Volker Lohweg

Student Abstracts

Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) PDF
Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
Active Advice Seeking for Inverse Reinforcement Learning PDF
Phillip Odom, Sriraam Natarajan
"Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning PDF
Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen


A Planning-Based Assistance System for Setting Up a Home Theater PDF
Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
Towards Cognitive Automation of Data Science PDF
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
Cognitive Master Teacher PDF
Raghu Krishnapuram, Luis A Lastras, Satya Nitta
Salient Object Detection via Objectness Proposals PDF
Tam Van Nguyen
DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning PDF
Vasile Rus, Nobal Niraula, Rajendra Banjade

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