Presentations and Authors


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Constraints, Satisfiability, and Search

Extensible Automated Constraint Modelling PDF
Ozgur Akgun, Ian Miguel, Chris Jefferson, Alan M. Frisch, Brahim Hnich
Optimal Graph Search with Iterated Graph Cuts PDF
David Burkett, David Hall, Dan Klein
On the Complexity of BDDs for State Space Search: A Case Study in Connect Four PDF
Stefan Edelkamp, Peter Kissmann
The Compressed Differential Heuristic PDF
Meir Goldenberg, Nathan Sturtevant, Ariel Felner, Jonathan Schaeffer
Heuristic Search for Large Problems With Real Costs PDF
Matthew Hatem, Ethan Burns, Wheeler Ruml
Core-Guided Binary Search Algorithms for Maximum Satisfiability PDF
Federico Heras, Antonio Morgado, Joao Marques-Silva
Optimal Packing of High-Precision Rectangles PDF
Eric Huang, Richard E. Korf
A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT PDF
Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models PDF
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter
A Comparison of Lex Bounds for Multiset Variables in Constraint Programming PDF
Yat Chiu Law, Jimmy Ho Man Lee, May Hiu Chun Woo, Toby Walsh
Distributed Constraint Optimization Under Stochastic Uncertainty PDF
Thomas Léauté, Boi Faltings
Planning in Domains with Cost Function Dependent Actions PDF
Mike Phillips, Maxim Likhachev
Euclidean Heuristic Optimization PDF
D. Chris F. Rayner, Michael H. Bowling, Nathan R. Sturtevant
Succinct Set-Encoding for State-Space Search PDF
Tim Schmidt, Rong Zhou
Limits of Preprocessing PDF
Stefan Szeider
Inner Regions and Interval Linearizations for Global Optimization PDF
Gilles Trombettoni, Ignacio Araya, Bertrand Neveu, Gilles Chabert
Anytime Nonparametric A* PDF
Jur van den Berg, Rajat Shah, Arthur Huang, Ken Goldberg
Solving Difficult CSPs with Relational Neighborhood Inverse Consistency PDF
Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry, Christian Bessiere
Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning PDF
Peter Yap, Neil Burch, Robert Craig Holte, Jonathan Schaeffer

Knowledge-Based Information Systems

Simulated Annealing Based Influence Maximization in Social Networks PDF
Qingye Jiang, Guojie Song, Cong Gao, Yu Wang, Wenjun Si, Kunqing Xie
Tracking User-Preference Varying Speed in Collaborative Filtering PDF
Ruijiang Li, Bin Li, Cheng Jin, Xiangyang Xue, Xingquan Zhu
CosTriage: A Cost-Aware Triage Algorithm for Bug Reporting Systems PDF
Jin-woo Park, Mu-Woong Lee, Jinhan Kim, Seung-won Hwang, Sunghun Kim
Relational Blocking for Causal Discovery PDF
Matthew Rattigan, Marc Maier, David Jensen
Deriving a Web-Scale Common Sense Fact Database PDF
Niket Tandon, Gerard de Melo, Gerhard Weikum
Social Recommendation Using Low-Rank Semidefinite Program PDF
Jianke Zhu, Hao Ma, Chun Chen, Jiajun Bu

Knowledge Representation and Reasoning

A Semantical Account of Progression in the Presence of Uncertainty PDF
Vaishak Belle, Gerhard Lakemeyer
Adding Default Attributes to EL++ PDF
Piero A. Bonatti, Marco Faella, Luigi Sauro
Learning from Spatial Overlap PDF
Michael H. Coen, M. Hidayath Ansari, Nathanael Fillmore
Higher-Order Description Logics for Domain Metamodeling PDF
Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati
Spectrum-Based Sequential Diagnosis PDF
Alberto Gonzalez-Sanchez, Rui Abreu, Hans-Gerhard Gross, Arjan J. C. van Gemund
A Closer Look at the Probabilistic Description Logic Prob-EL PDF
Víctor Gutiérrez Basulto, Jean Christoph Jung, Carsten Lutz, Lutz Schröder
Trajectory Regression on Road Networks PDF
Tsuyoshi Ide, Masashi Sugiyama
An Algebraic Prolog for Reasoning about Possible Worlds PDF
Angelika Kimmig, Guy Van den Broeck, Luc De Raedt
Two-Dimensional Description Logics for Context-Based Semantic Interoperability PDF
Szymon Klarman, Víctor Gutiérrez-Basulto
Conjunctive Query Inseparability of OWL 2 QL TBoxes PDF
Boris Konev, Roman Kontchakov, Michel Ludwig, Thomas Schneider, Frank Wolter, Michael Zakharyaschev
A Modular Consistency Proof for DOLCE PDF
Oliver Kutz, Till Mossakowski
Causal Theories of Actions Revisited PDF
Fangzhen Lin, Mikhail Soutchanski
Revisiting Semantics for Epistemic Extensions of Description Logics PDF
Anees Mehdi, Sebastian Rudolph
Transportability of Causal and Statistical Relations: A Formal Approach PDF
Judea Pearl, Elias Bareinboim
How to Calibrate the Scores of Biased Reviewers by Quadratic Programming PDF
Magnus Roos, Jörg Rothe, Björn Scheuermann
Preferred Explanations: Theory and Generation via Planning PDF
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
Language Splitting and Relevance-Based Belief Change in Horn Logic PDF
Maonia Wu, Dongmo Zhang, Mingyi Zhang
Integrating Rules and Description Logics by Circumscription PDF
Qian Yang, Jia-Huai You, Zhiyong Feng
Bounded Forgetting PDF
Yi Zhou, Yan Zhang
Progression Semantics for Disjunctive Logic Programs PDF
Yi Zhou, Yan Zhang

Machine Learning

An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems PDF
Byron Boots, Geoffrey J. Gordon
Learning Structured Embeddings of Knowledge Bases PDF
Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio
A Nonparametric Bayesian Model of Multi-Level Category Learning PDF
Kevin Robert Canini, Thomas L. Griffiths
Large Scale Spectral Clustering with Landmark-Based Representation PDF
Xinlei Chen, Deng Cai
Unsupervised Learning of Human Behaviours PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics PDF
Gheorghe Comanici, Doina Precup
Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization PDF
Peng Cui, Fei Wang, Shiqiang Yang, Lifeng Sun
Selective Transfer Between Learning Tasks Using Task-Based Boosting PDF
Eric Eaton, Marie desJardins
Across-Model Collective Ensemble Classification PDF
Hoda Eldardiry, Jennifer Neville
Symmetric Graph Regularized Constraint Propagation PDF
Zhenyong Fu, Zhiwu Lu, Horace Ip, Yuxin Peng, Hongtao Lu
A Feasible Nonconvex Relaxation Approach to Feature Selection PDF
Cuixia Gao, Naiyan Wang, Qi Yu, Zhihua Zhang
OASIS: Online Active Semi-Supervised Learning PDF
Andrew B. Goldberg, Xiaojin Zhu, Alex Furger, Jun-Ming Xu
Learning a Kernel for Multi-Task Clustering PDF
Quanquan Gu, Zhenhui Li, Jiawei Han
Adaptive Large Margin Training for Multilabel Classification PDF
Yuhong Guo, Dale Schuurmans
Value Function Approximation in Reinforcement Learning Using the Fourier Basis PDF
George Konidaris, Sarah Osentoski, Philip Thomas
Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection PDF
Yu-Feng Li, Zhi-Hua Zhou
Size Adaptive Selection of Most Informative Features PDF
Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu
Ordinal Regression via Manifold Learning PDF
Yang Liu, Yan Liu, Keith C. C. Chan
Mean Field Inference in Dependency Networks: An Empirical Study PDF
Daniel Lowd, Arash Shamaei
Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization PDF
Zhiwu Lu, Yuxin Peng
Linear Discriminant Analysis: New Formulations and Overfit Analysis PDF
Dijun Luo, Chris H. Q. Ding, Heng Huang
Multi-Level Cluster Indicator Decompositions of Matrices and Tensors PDF
Dijun Luo, Chris H. Q. Ding, Heng Huang
Sparse Group Restricted Boltzmann Machines PDF
Heng Luo, Ruimin Shen, Changyong Niu, Carsten Ullrich
Scaling Up Reinforcement Learning through Targeted Exploration PDF
Timothy Arthur Mann, Yoonsuck Choe
Differential Eligibility Vectors for Advantage Updating and Gradient Methods PDF
Francisco S. Melo
Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation PDF
Marion Neumann, Babak Ahmadi, Kristian Kersting
Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification PDF
Kyoungup Park, Chunhua Shen, Zhihui Hao, Junae Kim
Non-Parametric Approximate Linear Programming for MDPs PDF
Jason Pazis, Ronald Parr
Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents PDF
Jonathan Sorg, Satinder Singh, Richard L. Lewis
A Generalised Solution to the Out-of-Sample Extension Problem in Manifold Learning PDF
Harry Strange, Reyer Zwiggelaar
Collaborative Users’ Brand Preference Mining across Multiple Domains from Implicit Feedbacks PDF
Jian Tang, Jun Yan, Lei Ji, Ming Zhang, Shaodan Guo, Ning Liu, Xianfang Wang, Zheng Chen
Towards Maximizing the Area Under the ROC Curve for Multi-Class Classification Problems PDF
Ke Tang, Rui Wang, Tianshi Chen
Fast Newton-CG Method for Batch Learning of Conditional Random Fields PDF
Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Okazaki
Automatic Group Sparse Coding PDF
Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
Towards Evolutionary Nonnegative Matrix Factorization PDF
Fei Wang, Hanghang Tong, Ching-Yung Lin
Learning Instance Specific Distance for Multi-Instance Classification PDF
Hua Wang, Feiping Nie, Heng Huang
Transfer Learning by Structural Analogy PDF
Huayan Wang, Qiang Yang
Efficient Subspace Segmentation via Quadratic Programming PDF
Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen
Localized K-Flats PDF
Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou
Heterogeneous Transfer Learning with RBMs PDF
Bin Wei, Christopher Pal
Multi-Task Learning in Square Integrable Space PDF
Wei Wu, Hang Li, Yunhua Hu, Rong Jin
Sparse Matrix-Variate t Process Blockmodels PDF
Zenglin Xu, Feng Yan, Yuan Qi
Direct Density-Ratio Estimation with Dimensionality Reduction via Hetero-Distributional Subspace Analysis PDF
Makoto Yamada, Masashi Sugiyama
Nonnegative Spectral Clustering with Discriminative Regularization PDF
Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou
Transfer Latent Semantic Learning: Microblog Mining with Less Supervision PDF
Dan Zhang, Yan Liu, Richard D. Lawrence, Vijil Chenthamarakshan
Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions PDF
Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans
Multi-Task Learning in Heterogeneous Feature Spaces PDF
Yu Zhang, Dit-Yan Yeung
A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products PDF
Hui Zhao, Jiuqiang Han, Naiyan Wang, Congfu Xu, Zhihua Zhang

Multiagent Systems

Refinement of Strong Stackelberg Equilibria in Security Games PDF
Bo An, Milind Tambe, Fernando Ordonez, Eric Shieh, Christopher Kiekintveld
Strategic Information Disclosure to People with Multiple Alternatives PDF
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman
Branch and Price for Multi-Agent Plan Recognition PDF
Bikramjit Banerjee, Landon Kraemer
Mechanism Design for Federated Sponsored Search Auctions PDF
Sofia Ceppi, Nicola Gatti, Enrico Harm Gerding
Market Manipulation with Outside Incentives PDF
Yiling Chen, Xi Alice Gao, Rick Goldstein, Ian A. Kash
Parameterized Complexity of Problems in Coalitional Resource Games PDF
Rajesh Hemant Chitnis, MohammadTaghi Hajiaghayi, Vahid Liaghat
Optimal Envy-Free Cake Cutting PDF
Yuga J. Cohler, John K. Lai, David C. Parkes, Ariel D. Procaccia
Commitment to Correlated Strategies PDF
Vincent Conitzer, Dmytro Korzhyk
Dominating Manipulations in Voting with Partial Information PDF
Vincent Conitzer, Toby Walsh, Lirong Xia
On Expressing Value Externalities in Position Auctions PDF
Florin Constantin, Malvika Rao, Chien-Chung Huang, David Parkes
Learning in Repeated Games with Minimal Information: The Effects of Learning Bias PDF
Jacob W. Crandall, Asad Ahmed, Michael A. Goodrich
Complexity of and Algorithms for Borda Manipulation PDF
Jessica Davies, George Katsirelos, Nina Narodytska, Toby Walsh
A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task PDF
Nate Derbinsky, John E. Laird
Computing an Extensive-Form Perfect Equilibrium in Two-Player Games PDF
Nicola Gatti, Claudio Iuliano
VCG Redistribution with Gross Substitutes PDF
Mingyu Guo
Automated Action Abstraction of Imperfect Information Extensive-Form Games PDF
John Alexander Hawkin, Robert Holte, Duane Szafron
A Game-Theoretic Approach to Influence in Networks PDF
Mohammad Tanvir Irfan, Luis Enrique Ortiz
A Kernel-Based Iterative Combinatorial Auction PDF
Sebastien Lahaie
A Distributed Anytime Algorithm for Dynamic Task Allocation in Multi-Agent Systems PDF
Kathryn Sarah Macarthur, Ruben Stranders, Sarvapali Ramchurn, Nicholas Jennings
Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games PDF
Liam MacDermed, Karthik S. Narayan, Charles L. Isbell, Lora Weiss
Manipulation of Nanson's and Baldwin's Rules PDF
Nina Narodytska, Toby Walsh, Lirong Xia
Constrained Coalition Formation PDF
Talal Rahwan, Tomasz P. Michalak, Edith Elkind, Piotr Faliszewski, Jacek Sroka, Michael Wooldridge, Nicholas R. Jennings
Campaign Management under Approval-Driven Voting Rules PDF
Ildiko Schlotter, Piotr Faliszewski, Edith Elkind
M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions PDF
Sameena Shah, Jayadeva Jayadeva, Ravi Kothari, Suresh Chandra
Efficiency and Privacy Tradeoffs in Mechanism Design PDF
Xin Sui, Craig Boutilier
Dominant-Strategy Auction Design for Agents with Uncertain, Private Values PDF
David R. M. Thompson, Kevin Leyton-Brown
Incentive-Compatible Escrow Mechanisms PDF
Jens Witkowski, Sven Seuken, David C. Parkes
Risk-Averse Strategies for Security Games with Execution and Observational Uncertainty PDF
Zhengyu Yin, Manish Jain, Milind Tambe, Fernando Ordóñez
Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs PDF
Chongjie Zhang, Victor Lesser

Multidisciplinary Topics

The Influence of Emotion Expression on Perceptions of Trustworthiness in Negotiation PDF
Dimitrios Antos, Celso de Melo, Jonathan Gratch, Barbara J. Grosz
Co-Evolution of Selection and Influence in Social Networks PDF
Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan
Finding Answers and Generating Explanations for Complex Biomedical Queries PDF
Esra Erdem, Yelda Erdem, Halit Erdogan, Umut Oztok
First-Order Logic with Counting for General Game Playing PDF
Lukasz Kaiser, Lukasz Stafiniak
Grammatical Error Detection for Corrective Feedback Provision in Oral Conversations PDF
Sungjin Lee, Hyungjong Noh, Kyusong Lee, Gary Geunbae Lee
Social Relations Model for Collaborative Filtering PDF
Wu-Jun Li, Dit-Yan Yeung
Comparing Agents' Success against People in Security Domains PDF
Raz Lin, Sarit Kraus, Noa Agmon, Samuel Barrett, Peter Stone
Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go PDF
Martin Michalowski, Mark Boddy, Mike Neilsen
Composite Social Network for Predicting Mobile Apps Installation PDF
Wei Pan, Nadav Aharony, Alex Pentland
Human Spatial Relational Reasoning: Processing Demands, Representations, and Cognitive Model PDF
Marco Ragni, Sven Brüssow
Intrinsic Chess Ratings PDF
Kenneth Wingate Regan, Guy McCrossan Haworth
The Epistemic Logic Behind the Game Description Language PDF
Ji Ruan, Michael Thielscher
Reasoning About General Games Described in GDL-II PDF
Stephan Schiffel, Michael Thielscher
Co-Training as a Human Collaboration Policy PDF
Xiaojin Zhu, Bryan R. Gibson, Timothy T. Rogers

Natural Language Processing

Learning to Interpret Natural Language Navigation Instructions from Observations PDF
David L. Chen, Raymond J. Mooney
A Simple and Effective Unsupervised Word Segmentation Approach PDF
Songjian Chen, Yabo Xu, Huiyou Chang
Leveraging Wikipedia Characteristics for Search and Candidate Generation in Question Answering PDF
Jennifer Chu-Carroll, James Fan
Lossy Conservative Update (LCU) Sketch: Succinct Approximate Count Storage PDF
Amit Goyal, Hal Daume
Semantic Relatedness Using Salient Semantic Analysis PDF
Samer Hassan Hassan, Rada Mihalcea
Partially Supervised Text Classification with Multi-Level Examples PDF
Tao Liu, Xiaoyong Du, Yongdong Xu, Minghui Li, Xiaolong Wang
Enhancing Semantic Role Labeling for Tweets Using Self-Training PDF
Xiaohua Liu, Li Kuan, Ming Zhou, Zhongyang Xiong
Using Semantic Cues to Learn Syntax PDF
Tahira Naseem, Regina Barzilay
Exploiting Phase Transition in Latent Networks for Clustering PDF
Vahed Qazvinian, Dragomir R. Radev
Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases PDF
Chao Shen, Tao Li, Chris H. Q. Ding
Tree Sequence Kernel for Natural Language PDF
Jun Sun, Min Zhang, Chew Lim Tan
WikiSimple: Automatic Simplification of Wikipedia Articles PDF
Kristian Woodsend, Mirella Lapata
Identifying Evaluative Sentences in Online Discussions PDF
Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia

Reasoning about Plans, Processes, and Actions

Planning for Operational Control Systems with Predictable Exogenous Events PDF
Ronen Brafman, Carmel Domshlak, Yagil Engel, Zohar Feldman
Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics PDF
Alexandra Coman, Hector Munoz-Avila
A POMDP Model of Eye-Hand Coordination PDF
Tom Erez, Julian J. Tramper, William D Smart, Stan CAM Gielen
Recognizing Plans with Loops Represented in a Lexicalized Grammar PDF
Christopher Geib, Robert Goldman
A Switching Planner for Combined Task and Observation Planning PDF
Moritz Göbelbecker, Charles Gretton, Richard Dearden
Exploiting Path Refinement Abstraction in Domain Transition Graphs PDF
Peter Gregory, Derek Long, Craig McNulty, Susan M. Murphy
The Inter-League Extension of the Traveling Tournament Problem and its Application to Sports Scheduling PDF
Richard Hoshino, Ken-ichi Kawarabayashi
A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning PDF
Tatsuya Imai, Akihiro Kishimoto
Improving Cost-Optimal Domain-Independent Symbolic Planning PDF
Peter Kissmann, Stefan Edelkamp
On Improving Conformant Planners by Analyzing Domain-Structures PDF
Khoi Hoang Nguyen, Vien Dang Tran, Tran Cao Son, Enrico Pontelli
Exploiting Problem Symmetries in State-Based Planners PDF
Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein
Qualitative Numeric Planning PDF
Siddharth Srivastava, Shlomo Zilberstein, Neil Immerman, Hector Geffner
Extending Classical Planning Heuristics to Probabilistic Planning with Dead-Ends PDF
Florent Teichteil-Königsbuch, Vincent Vidal, Guillaume Infantes
Conjunctive Representations in Contingent Planning: Prime Implicates Versus Minimal CNF Formula PDF
Son Thanh To, Tran Cao Son, Enrico Pontelli

Reasoning under Uncertainty

Efficient Methods for Lifted Inference with Aggregate Factors PDF
Jaesik Choi, Rodrigo de Salvo Braz, Hung H. Bui
Dual Decomposition for Marginal Inference PDF
Justin Domke
Stopping Rules for Randomized Greedy Triangulation Schemes PDF
Andrew Gelfand, Kalev Kask, Rina Dechter
Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models PDF
Chloe Kiddon, Pedro Domingos
Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks PDF
Brandon Malone, Changhe Yuan, Eric Hansen
When to Stop? That Is the Question PDF
Shulamit Reches, Meir Kalech, Rami Stern
Abductive Markov Logic for Plan Recognition PDF
Parag Singla, Raymond J. Mooney
Fast Parallel and Adaptive Updates for Dual-Decomposition Solvers PDF
Ozgur Sumer, Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu
Utilizing Partial Policies for Identifying Equivalence of Behavioral Models PDF
Yifeng Zeng, Prashant Doshi, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran, Jian Luo

Robotics

Multiagent Patrol Generalized to Complex Environmental Conditions PDF
Noa Agmon, Daniel Urieli, Peter Stone
Automated Abstractions for Patrolling Security Games PDF
Nicola Basilico, Nicola Gatti
Comparing Action-Query Strategies in Semi-Autonomous Agents PDF
Robert Cohn, Edmund Durfee, Satinder Singh
Optimal Route Planning for Electric Vehicles in Large Networks PDF
Jochen Eisner, Stefan Funke, Sabine Storandt
Online Graph Pruning for Pathfinding On Grid Maps PDF
Daniel Damir Harabor, Alban Grastien
Complete Information Pursuit Evasion in Polygonal Environments PDF
Kyle Klein, Subhash Suri
Learning Dimensional Descent for Optimal Motion Planning in High-dimensional Spaces PDF
Paul Vernaza, Daniel D. Lee

Special Track on AI and the Web

Detecting Multilingual and Multi-Regional Query Intent in Web Search PDF
Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu
A Whole Page Click Model to Better Interpret Search Engine Click Data
Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang
User-Controllable Learning of Location Privacy Policies With Gaussian Mixture Models PDF
Justin Cranshaw, Jonathan Mugan, Norman Sadeh
Artificial Intelligence for Artificial Artificial Intelligence PDF
Peng Dai, . Mausam, Daniel Sabby Weld
Towards Practical ABox Abduction in Large OWL DL Ontologies PDF
Jianfeng Du, Guilin Qi, Yi-Dong Shen, Jeff Z. Pan
Identifying Missing Node Information in Social Networks PDF
Ron Eyal, Sarit Kraus, Avi Rosenfeld
Maximum Entropy Context Models for Ranking Biographical Answers to Open-Domain Definition Questions PDF
Alejandro Figueroa, John Atkinson
Commonsense Causal Reasoning Using Millions of Personal Stories PDF
Andrew S. Gordon, Cosmin A. Bejan, Kenji Sagae
Active Dual Collaborative Filtering with Both Item and Attribute Feedback PDF
Luheng He, Nathan N. Liu, Qiang Yang
Fast Query Recommendation by Search PDF
Qixia Jiang, Maosong Sun
Continual Planning with Sensing for Web Service Composition PDF
Eirini Kaldeli, Alexander Lazovik, Marco Aiello
Understanding User Migration Patterns in Social Media PDF
Shamanth Kumar, Reza Zafarani, Huan Liu
Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation PDF
Edith Law, Haoqi Zhang
Personalizing Your Web Services with Constructive DL Reasoning Join PDF
Freddy Lecue
Trust Transitivity in Complex Social Networks PDF
Guanfeng Liu, Yan Wang, Mehmet A Orgun
Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data PDF
Hengjie Song, Chunyan Miao, Zhiqi Shen
Cross-Language Latent Relational Search: Mapping Knowledge across Languages PDF
Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
Creative Introspection and Knowledge Acquisition PDF
Tony Veale, Guofu Li
CCRank: Parallel Learning to Rank with Cooperative Coevolution PDF
Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady W. Lauw
Integrating Community Question and Answer Archives PDF
Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng, Guohui Li
Predicting Author Blog Channels with High Value Future Posts for Monitoring PDF
Shanchan Wu, Tamer Elsayed, William Rand, Louiqa Raschid
SemRec: A Semantic Enhancement Framework for Tag Based Recommendation PDF
Guandong Xu, Yanhui Gu, Peter Dolog, Yanchun Zhang, Masaru Kitsuregawa
Analyzing and Predicting Not-Answered Questions in Community-based Question Answering Services PDF
Lichun Yang, Shenghua Bao, Qingliang Lin, Xian Wu, Dingyi Han, Zhong Su, Yong Yu
Temporal Dynamics of User Interests in Tagging Systems PDF
Dawei Yin, Liangjie Hong, Zhenzhen Xue, Brian D. Davison
Transfer Learning for Multiple-Domain Sentiment Analysis — Identifying Domain Dependent/Independent Word Polarity PDF
Yasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata, Masaaki Nagata, Yuji Matsumoto
Propagating Both Trust and Distrust with Target Differentiation for Combating Web Spam PDF
Xianchao Zhang, You Wang, Nan Mou, Wenxin Liang
Learning to Suggest Questions in Online Forums PDF
Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao
Heterogeneous Transfer Learning for Image Classification PDF
Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang

Special Track on Computational Sustainability and AI

Green Driver: AI in a Microcosm PDF
Jim Apple, Paul Chang, Aran Clauson, Heidi Dixon, Hiba Fakhoury, Matthew L. Ginsberg, Erin Keenan, Alex Leighton, Kevin Scavezze, Bryan Smith
Enforcing Liveness in Autonomous Traffic Management PDF
Tsz-Chiu Au, Neda Shahidi, Peter Stone
Policy Gradient Planning for Environmental Decision Making with Existing Simulators
Mark Crowley, David Poole
Dynamic Resource Allocation in Conservation Planning PDF
Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey
Water Conservation Through Facilitation on Residential Landscapes PDF
Rhonda Hoenigman, Elizabeth Bradley, Nichole Barger
Incorporating Boosted Regression Trees into Ecological Latent Variable Models PDF
Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich
A Large-Scale Study on Predicting and Contextualizing Building Energy Usage PDF
J. Zico Kolter, Joseph Ferreira
The Steiner Multigraph Problem: Wildlife Corridor Design for Multiple Species PDF
Katherine J. Lai, Carla P. Gomes, Michael K. Schwartz, Kevin S. McKelvey, David E. Calkin, Claire A. Montgomery
Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing PDF
Hui Li, Brian Williams
Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation PDF
Alie El-Din Mady, Gregory Provan, Conor Ryan, Kenneth Brown
Linear Dynamic Programs for Resource Management PDF
Marek Petrik, Shlomo Zilberstein
Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models PDF
Steven Phillips, Jane Elith
Modeling and Monitoring Crop Disease in Developing Countries PDF
John Alexander Quinn, Kevin Leyton-Brown, Ernest Mwebaze
Learned Behaviors of Multiple Autonomous Agents in Smart Grid Markets PDF
Prashant P. Reddy, Manuela M. Veloso
Efficient Energy-Optimal Routing for Electric Vehicles PDF
Martin Sachenbacher, Martin Leucker, Andreas Artmeier, Julian Haselmayr
Verifying Intervention Policies to Counter Infection Propagation over Networks: A Model Checking Approach PDF
Ganesh Ram Santhanam, Yuly Suvorov, Samik Basu, Vasant Honavar
Discovering Life Cycle Assessment Trees from Impact Factor Databases PDF
Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah
Decentralised Control of Micro-Storage in the Smart Grid PDF
Thomas Voice, Perukrishnen Vytelingum, Sarvapali Ramchurn, Alex Rogers, Nicholas Jennings

Special Track on Integrated Intelligence

Analogical Dialogue Acts: Supporting Learning by Reading Analogies in Instructional Texts PDF
David Michael Barbella, Kenneth D. Forbus
Cognitive Synergy between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture PDF
Ben Goertzel, Joel Pitt, Jared Wigmore, Nil Geisweiller, Zhenhua Cai, Ruiting Lian, Deheng Huang, Gino Yu
Contextually-Based Utility: An Appraisal-Based Approach at Modeling Framing and Decisions PDF
Jonathan Yasuo Ito, Stacy Marsella
Combining Learned Discrete and Continuous Action Models PDF
Joseph Z. Xu, John E. Laird
Cross Media Entity Extraction and Linkage for Chemical Documents PDF
Su Yan, Scott Spangler, Ying Chen

Special Track on New Scientific and Technical Advances in Research

Effective End-User Interaction with Machine Learning PDF
Saleema Amershi, James Fogarty, Ashish Kapoor, Desney Tan
Global Seismic Monitoring: A Bayesian Approach PDF
Nimar S. Arora, Stuart Russell, Paul Kidwell, Erik Sudderth
The Next Best Solution PDF
Ronen Brafman, Enrico Pilotto, Francesca Rossi, Domenico Salvagnin, Kristen Brent Venable, Toby Walsh
New Expressive Languages for Ontological Query Answering PDF
Andrea Calì, Georg Gottlob, Andreas Pieris
Quantity Makes Quality: Learning with Partial Views PDF
Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir
Design and Analysis of Value Creation Networks PDF
Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit
Two Visual Strategies for Solving the Raven’s Progressive Matrices Intelligence Test PDF
Maithilee Kunda, Keith McGreggor, Ashok Goel
A POMDP-Based Optimal Control of P300-Based Brain-Computer Interfaces PDF
Jaeyoung Park, Kee-Eung Kim, Yoon-Kyu Song
Planning with Specialized SAT Solvers PDF
Jussi Rintanen
Termination and Correctness Analysis of Cyclic Control PDF
Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein
Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff! PDF
Paolo Viappiani, Craig Boutilier
End-User Feature Labeling via Locally Weighted Logistic Regression PDF
Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis Moore, Simone Stumpf, Kevin McIntosh, Margaret Burnett

Special Track on Physically Grounded AI

Multi-Observation Sensor Resetting Localization with Ambiguous Landmarks PDF
Brian Coltin, Manuela Veloso
Autonomous Skill Acquisition on a Mobile Manipulator PDF
George Konidaris, Scott Kuindersma, Roderic Grupen, Andrew Barto
A Scalable Tree-Based Approach for Joint Object and Pose Recognition PDF
Kevin Lai, Liefeng Bo, Xiaofeng Ren, Dieter Fox
Recognizing Text Through Sound Alone PDF
Wenzhe Li, Tracy Anne Hammond
DISCO: Describing Images Using Scene Contexts and Objects PDF
Ifeoma Nwogu, Yingbo Zhou, Christopher Brown
Continuous Occupancy Mapping with Integral Kernels PDF
Simon Timothy O'Callaghan, Fabio T. Ramos
Learning Accuracy and Availability of Humans Who Help Mobile Robots PDF
Stephanie Rosenthal, Manuela Veloso, Anind K. Dey
Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation PDF
Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R. Walter, Ashis Gopal Banerjee, Seth Teller, Nicholas Roy
Balancing Safety and Exploitability in Opponent Modeling PDF
Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters
Self-Aware Traffic Route Planning PDF
David James Wilkie, Jur van den Berg, Ming Lin, Dinesh Manocha

Student Abstracts and Posters

Learning Compact Representations of Time-Varying Processes PDF
Philip Bachman, Doina Precup
Assessing Quality in the Web of Linked Sensor Data PDF
Chris Colin Baillie, Peter Edwards, Edoardo Pignotti
Medical Treatment Conflict Resolving in Answer Set Programming PDF
Forrest Sheng Bao, Zhizheng Zhang, Yuanlin Zhang
Controlling Selection Bias in Causal Inference PDF
Elias Bareinboim, Judea Pearl
Solving 4x5 Dots-And-Boxes PDF
Joseph Kelly Barker, Richard E. Korf
Ad Hoc Teamwork in Variations of the Pursuit Domain PDF
Samuel Barrett, Peter Stone
Reconstructing the Stochastic Evolution Diagram of Dynamic Complex Systems PDF
Navid Bazzazzadeh, Benedikt Brors, Roland Eils
Provoking Opponents to Facilitate the Recognition of their Intentions PDF
Francis Bisson, Froduald Kabanza, Abder Rezak Benaskeur, Hengameh Irandoust
Dynamic Batch Mode Active Learning via L1 Regularization PDF
Shayok Chakraborty, Vineeth Balasubramanian, Sethuraman Panchanathan
Heuristic Planning in Adversarial Dynamic Domains PDF
Simon Chamberland, Froduald Kabanza
Using Neural Networks for Evaluation in Heuristic Search Algorithm PDF
Hung-Che Chen, Jyh-Da Wei
Can Collective Sentiment Expressed on Twitter Predict Political Elections? PDF
Jessica Elan Chung, Eni Mustafaraj
Conflict-Driven Constraint Answer Set Solving with Lazy Nogood Generation PDF
Christian Drescher, Toby Walsh
Probabilistic Plan Graph Heuristic for Probabilistic Planning PDF
Yolanda E-Martín, Maria D. R-Moreno, David E. Smith
Optimal Subset Selection for Active Learning PDF
Yifan Fu, Xingquan Zhu
Efficient Issue-Grouping Approach for Multi-Issues Negotiation between Exaggerator Agents PDF
Katsuhide Fujita, Takayuki Ito, Mark Klein
Hybrid Tractable Classes of Binary Quantified Constraint Satisfaction Problems PDF
Jian Gao, Minghao Yin, Junping Zhou
Role-Based Ad Hoc Teamwork PDF
Katie Long Genter, Noa Agmon, Peter Stone
Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation PDF
Aman Goel, Craig A. Knoblock, Kristina Lerman
Large Scale Diagnosis Using Associations between System Outputs and Components PDF
Ting Guo, Zhanshan Li, Ruizhi Guo, Xingquan Zhu
On the Discovery and Utility of Precedence Constraints in Temporal Planning PDF
Yanmei Hu, Minghao Yin, Dunbo Cai
Exact Phase Transitions and Approximate Algorithm of #CSP PDF
Ping Huang, Minghao Yin, Ke Xu
Extending the Applications of Recent Real-Time Heuristic Search PDF
Daniel Andrew Huntley, Vadim Bulitko
Multiple-Instance Learning: Multiple Feature Selection on Instance Representation PDF
I-Hong Jhuo, D. T. Lee
An Event-Based Framework for Process Inference PDF
Michael Joya
Toward Learning to Solve Insertion Tasks: A Developmental Approach Using Exploratory Behaviors and Proprioception PDF
Philip Koonce, Vasha Dutell, Jose Farrington, Vladimir Sukhoy, Alexander Stoytchev
Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract) PDF
Levi Lelis, Sandra Zilles, Robert Craig Holte
An Empirical Study of Bagging Predictors for Different Learning Algorithms PDF
Guohua Liang, Xingquan Zhu, Chengqi Zhang
An Efficient and Complete Approach for Cooperative Path-Finding PDF
Ryan Luna, Kostas E. Bekris
Generating Explanations for Complex Biomedical Queries PDF
Umut Öztok, Esra Erdem
An Intelligent System for Prolonging Independent Living of Elderly PDF
Bogdan Pogorelc
Evolution of Node Behavior in Link Prediction PDF
Baojun Qiu, Qi He, John Yen
Web Personalization and Cohort Information Services for Natural Resource Managers PDF
Crystal E. Redman
Using Partitions and Superstrings for Lossless Compression of Pattern Databases PDF
Ethan L. Schreiber, Richard E. Korf
Convergence Properties of (μ + λ) Evolutionary Algorithms PDF
Aram Ter-Sarkisov, Stephen Marsland
On the Effectiveness of Belief State Representation in Contingent Planning PDF
Son Thanh To, Tran Cao Son, Enrico Pontelli
A Bayesian Reinforcement Learning framework Using Relevant Vector Machines PDF
Nikolaos Tziortziotis, Konstantinos Blekas
A Framework for Integration of Logical and Probabilistic Knowledge PDF
Jingsong Wang, Marco Valtorta
Solution Quality Improvements for Massively Multi-Agent Pathfinding PDF
Ko-Hsin Cindy Wang, Adi Botea, Philip Kilby
Online Updating the Generalized Inverse of Centered Matrices PDF
Qing Wang, Liang Zhang
Modeling Opponent Actions for Table-Tennis Playing Robot PDF
Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters
Adaptive Neighborhood Inverse Consistency as Lookahead for Non-Binary CSPs PDF
Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry, Christian Bessiere
A Local Monte Carlo Tree Search Approach in Deterministic Planning PDF
Fan Xie, Hootan Nakhost, Martin Müller
Discovering Latent Strategies PDF
Xiaoxi Xu

Robotics Program

Learning Tasks and Skills Together From a Human Teacher PDF
Baris Akgun, Kaushik Subramanian, Jaeeun Shim, Andrea Lockerd Thomaz
Can Quadrotors Succeed as an Educational Platform? PDF
Zachary Dodds
Playing Chess with a Human-Scale Mobile Manipulator PDF
Michael Ferguson, Kim Gero, Joao Salles, James Weis
A Robotics Environment for Software Engineering Courses PDF
Stephan Goebel, Ruben Jubeh, Simon-Lennert Raesch
Lego Plays Chess: A Low-Cost, Low-Complexity Approach to Intelligent Robotics PDF
Michael Lanighan, Jerod Sikorskyj, Debra Burhans, Robert Selkowitz
Learning from Demonstration in Spatial Exploration PDF
J. Pablo Munoz, Arif T. Ozgelen, Elizabeth Sklar
Approaches to Multi-Robot Exploration and Localization PDF
Arif T. Ozgelen, Michael Costantino, Adiba Ishak, Moses Kingston, Diquan Moore, Samuel Sanchez, J. Pablo Munoz, Simon Parsons, Elizabeth Sklar
Hekateros: A Desktop 5 Degree-of-Freedom Robot Arm for the Small-Scale Manipulation Robot Chess Challenge PDF
Kim Wheeler, Robin Knight, Collin Horvat, Daniel Packard, Casey Kuhns, Brent Wilkins, Robert Shiely