Proceedings of the AAAI Conference on Artificial Intelligence 2011: all accepted papers
- Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation ↗Stefanie Tellex, Thomas Kollar, Steven Dickerson et al.650 citations
- Learning to Interpret Natural Language Navigation Instructions from Observations ↗David L. Chen, Raymond J. Mooney426 citations
- Online Graph Pruning for Pathfinding On Grid Maps ↗Daniel Harabor, Alban Grastien398 citations
- Heterogeneous Transfer Learning for Image Classification ↗Yin Feng Zhu, Yuqiang Chen, Zhongqi Lu et al.378 citations
- Large Scale Spectral Clustering with Landmark-Based Representation ↗Xinlei Chen, Deng Cai378 citations
- Simulated Annealing Based Influence Maximization in Social Networks ↗Qingye Jiang, Guojie Song, Cong Gao et al.288 citations
- Value Function Approximation in Reinforcement Learning Using the Fourier Basis ↗George Konidaris, Sarah Osentoski, Philip S. Thomas267 citations
- Can Collective Sentiment Expressed on Twitter Predict Political Elections? ↗Jessica Chung, Eni Mustafaraj197 citations
- Efficient Energy-Optimal Routing for Electric Vehicles ↗Martin Sachenbacher, Martin Leucker, Andreas Artmeier et al.176 citations
- The Stock Sonar — Sentiment Analysis of Stocks Based on a Hybrid Approach ↗Ronen Feldman, Benjamin L. Rosenfeld, Roy Bar-Haim et al.149 citations
- Semantic Relatedness Using Salient Semantic Analysis ↗Samer Hassan, Rada F. Mihalcea141 citations
- Optimal Route Planning for Electric Vehicles in Large Networks ↗Jochen Eisner, Stefan Funke, Sabine Storandt139 citations
- Composite Social Network for Predicting Mobile Apps Installation ↗Wei Pan, Nadav Aharony, Alex Pentland107 citations
- Understanding User Migration Patterns in Social Media ↗Shamanth Kumar, Reza Zafarani, Huan Liu100 citations
- A Feasible Nonconvex Relaxation Approach to Feature Selection ↗Cuixia Gao, Naiyan Wang, Qi Yu et al.99 citations
- Transfer Learning for Multiple-Domain Sentiment Analysis — Identifying Domain Dependent/Independent Word Polarity ↗Yasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata et al.99 citations
- Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs ↗Chongjie Zhang, Victor Lesser97 citations
- Nonnegative Spectral Clustering with Discriminative Regularization ↗Yi Ping Yang, Heng Tao Shen, Feiping Nie et al.96 citations
- A Scalable Tree-Based Approach for Joint Object and Pose Recognition ↗Kevin Lai, Liefeng Bo, Xiaofeng Ren et al.92 citations
- Optimal Envy-Free Cake Cutting ↗Yuga J. Cohler, John K. Lai, David C. Parkes et al.89 citations
- Controlling Selection Bias in Causal Inference ↗Elias Bareinboim, Judea Pearl84 citations
- CosTriage: A Cost-Aware Triage Algorithm for Bug Reporting Systems ↗Jin-woo Park, Mu-Woong Lee, Jin-Han Kim et al.81 citations
- Analyzing and Predicting Not-Answered Questions in Community-based Question Answering Services ↗Lichun Yang, Shenghua Bao, Qingliang Lin et al.79 citations
- Efficient Subspace Segmentation via Quadratic Programming ↗Shusen Wang, Xiao–Tong Yuan, Tiansheng Yao et al.79 citations
- Trust Transitivity in Complex Social Networks ↗Guanfeng Liu, Yan Wang, Mehmet Ali Orgun79 citations
- A Distributed Anytime Algorithm for Dynamic Task Allocation in Multi-Agent Systems ↗Kathryn Macarthur, Ruben Stranders, Sarvapali D. Ramchurn et al.78 citations
- Commonsense Causal Reasoning Using Millions of Personal Stories ↗Andrew S. Gordon, Cosmin Adrian Bejan, Kenji Sagae77 citations
- Preferred Explanations: Theory and Generation via Planning ↗Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith76 citations
- Dominating Manipulations in Voting with Partial Information ↗Vincent Conitzer, Toby Walsh, Lirong Xia75 citations
- Complexity of and Algorithms for Borda Manipulation ↗Jessica Davies, George Katsirelos, Nina Narodytska et al.74 citations
- Core-Guided Binary Search Algorithms for Maximum Satisfiability ↗Federico Heras, António Morgado, João P. Marques-Silva72 citations
- Artificial Intelligence for Artificial Artificial Intelligence ↗Peng Dai, Mausam Mausam, Daniel S. Weld67 citations
- Transfer Learning by Structural Analogy ↗Huayan Wang, Qiang Yang67 citations
- Learning Structured Embeddings of Knowledge Bases ↗Antoine Bordes, Jason Weston, Ronan Collobert et al.66 citations
- Transportability of Causal and Statistical Relations: A Formal Approach ↗Judea Pearl, Elias Bareinboim65 citations
- Trajectory Regression on Road Networks ↗Tsuyoshi Idé, Masashi Sugiyama64 citations
- Autonomous Skill Acquisition on a Mobile Manipulator ↗George Konidaris, Scott Kuindersma, Roderic A. Grupen et al.63 citations
- Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection ↗Yu-Feng Li, Zhi‐Hua Zhou63 citations
- Modeling Player Retention in Madden NFL 11 ↗Ben G. Weber, Michael John, Michael Mateas et al.62 citations
- Risk-Averse Strategies for Security Games with Execution and Observational Uncertainty ↗Zhengyu Yin, Manish Jain, Milind Tambe et al.61 citations
- Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning ↗Peter Yap, NEIL R. BURCH, Robert C. Holte et al.60 citations
- Selective Transfer Between Learning Tasks Using Task-Based Boosting ↗Eric Eaton, Marie Ellen Desjardins60 citations
- Constrained Coalition Formation ↗Talal Rahwan, Tomasz Michalak, Edith Elkind et al.59 citations
- Incorporating Boosted Regression Trees into Ecological Latent Variable Models ↗Rebecca Hutchinson, Liping Liu, Thomas G. Dietterich58 citations
- Identifying Evaluative Sentences in Online Discussions ↗Zhongwu Zhai, Bing Liu, Lei Zhang et al.57 citations
- Exploiting Problem Symmetries in State-Based Planners ↗Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein56 citations
- A Machine Learning Based System for Semi-Automatically Redacting Documents ↗Chad Cumby, Rayid Ghani55 citations
- An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems ↗Byron Boots, Geoffrey J. Gordon55 citations
- Decentralised Control of Micro-Storage in the Smart Grid ↗Thomas Voice, Perukrishnen Vytelingum, Sarvapali D. Ramchurn et al.55 citations
- Refinement of Strong Stackelberg Equilibria in Security Games ↗Bo An, Milind Tambe, Fernando Ordóñez et al.54 citations
- Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation ↗Alie El‐Din Mady, Gregory M. Provan, Conor Ryan et al.54 citations
- OASIS: Online Active Semi-Supervised Learning ↗Andrew B. Goldberg, Xiaojin Zhu, Alex Furger et al.53 citations
- Inner Regions and Interval Linearizations for Global Optimization ↗Gilles Trombettoni, Ignacio A. Araya, Bertrand Neveu et al.51 citations
- Abductive Markov Logic for Plan Recognition ↗Parag Singla, Raymond J. Mooney50 citations
- Learned Behaviors of Multiple Autonomous Agents in Smart Grid Markets ↗Prashant P. Reddy, Manuela Veloso50 citations
- Multi-Task Learning in Heterogeneous Feature Spaces ↗Yu Zhang, Dit‐Yan Yeung50 citations
- Higher-Order Description Logics for Domain Metamodeling ↗Giuseppe De Giacomo, Maurizio Lenzerini B, Riccardo Rosati49 citations
- An Algebraic Prolog for Reasoning about Possible Worlds ↗Angelika Kimmig, Guy Van den Broeck, Luc De Raedt48 citations
- Commitment to Correlated Strategies ↗Vincent Conitzer, Dmytro Korzhyk48 citations
- Detecting Falls with Location Sensors and Accelerometers ↗Mitja Luštrek, Hristijan Gjoreski, Simon Kozina et al.48 citations
- Effective End-User Interaction with Machine Learning ↗Saleema Amershi, James A. Fogarty, Ashish Kapoor et al.46 citations
- Learning a Kernel for Multi-Task Clustering ↗Quanquan Gu, Zhenhui Li, Jiawei Han46 citations
- Enforcing Liveness in Autonomous Traffic Management ↗Tsz-Chiu Au, Neda Shahidi, Peter Stone45 citations
- Sparse Group Restricted Boltzmann Machines ↗Heng Luo, Ruimin Shen, Changyong Niu et al.43 citations
- Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics ↗Alexandra Coman, Héctor Muñoz‐Avila42 citations
- Linear Discriminant Analysis: New Formulations and Overfit Analysis ↗Dijun Luo, Chris H. Q. Ding, Heng Huang42 citations
- Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks ↗Brandon Malone, Changhe Yuan, Eric A. Hansen42 citations
- WikiSimple: Automatic Simplification of Wikipedia Articles ↗Kristian Woodsend, Mirella Lapata39 citations
- Anytime Nonparametric A* ↗Jur van den Berg, Rajat Shah, Arthur J. Y. Huang et al.38 citations
- How to Calibrate the Scores of Biased Reviewers by Quadratic Programming ↗Magnus Roos, Jörg Rothe, Björn Scheuermann38 citations
- A Large-Scale Study on Predicting and Contextualizing Building Energy Usage ↗J. Zico Kolter, Joseph L Ferreira37 citations
- An Empirical Study of Bagging Predictors for Different Learning Algorithms ↗Guohua Liang, Xingquan Zhu, Chengqi Zhang37 citations
- Euclidean Heuristic Optimization ↗David C. Rayner, Michael Bowling, Nathan Sturtevant37 citations
- New Expressive Languages for Ontological Query Answering ↗Andrea Calı̀, Georg Gottlob, Andréas Pieris37 citations
- Automated Abstractions for Patrolling Security Games ↗Nicola Basilico, Nicola Gatti36 citations
- Deriving a Web-Scale Common Sense Fact DatabaseNiket Tandon, Gerard de Melo, Gerhard Weikum36 citations · our summary
- Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases ↗Chao Shen, Tao Li, Chris H. Q. Ding36 citations
- Learning Accuracy and Availability of Humans Who Help Mobile Robots ↗Stephanie L. Rosenthal, Manuela Veloso, Anind K. Dey36 citations
- Self-Aware Traffic Route Planning ↗David Wilkie, Jur van den Berg, Ming C. Lin et al.36 citations
- Strategic Information Disclosure to People with Multiple Alternatives ↗Amos Azaria, Zinovi Rabinovich, Sarit Kraus et al.36 citations
- Distributed Constraint Optimization Under Stochastic Uncertainty ↗Thomas Léauté, Boi V. Faltings35 citations
- Improving Cost-Optimal Domain-Independent Symbolic Planning ↗Peter Kissmann, Stefan Edelkamp35 citations
- Qualitative Numeric Planning ↗Siddharth Srivastava, Shlomo Zilberstein B, Neil Immerman et al.35 citations
- A Switching Planner for Combined Task and Observation Planning ↗Moritz Göbelbecker, Charles Gretton, Richard Dearden34 citations
- Adaptive Large Margin Training for Multilabel Classification ↗Yuhong Guo, Dale Schuurmans34 citations
- Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models ↗Kalev Kask, Andrew E. Gelfand, Lars Otten et al.33 citations
- Temporal Dynamics of User Interests in Tagging Systems ↗Dawei Yin, Liangjie Hong, Zhenzhen Xue et al.33 citations
- Learning Instance Specific Distance for Multi-Instance Classification ↗Hua Wang, Feiping Nie, Heng Huang32 citations
- Multiagent Patrol Generalized to Complex Environmental Conditions ↗Noa Agmon, Daniel Urieli, Peter Stone32 citations
- A Modular Consistency Proof for DOLCE ↗Oliver Kutz, Till Mossakowski31 citations
- Continuous Occupancy Mapping with Integral Kernels ↗Simon O’Callaghan, Fabio Tozeto Ramos31 citations
- Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation ↗Edith Law, Haoqi Zhang31 citations
- Across-Model Collective Ensemble Classification ↗Hoda Eldardiry, Jennifer Neville30 citations
- Towards Maximizing the Area Under the ROC Curve for Multi-Class Classification Problems ↗Ke Tang, Rui Wang, Tianshi Chen30 citations
- Towards Practical ABox Abduction in Large OWL DL Ontologies ↗Jianfeng Du, Guilin Qi, Yi-Dong Shen et al.29 citations
- A Generalised Solution to the Out-of-Sample Extension Problem in Manifold Learning ↗Harry Strange, Reyer Zwiggelaar A28 citations
- Dynamic Resource Allocation in Conservation Planning ↗Daniel Golovin, Andreas Krause, Beth Gardner et al.28 citations
- Extensible Automated Constraint Modelling ↗Özgür Akgün, Ian Miguel, Christopher Jefferson et al.28 citations
- Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models ↗Steven Phillips, Jane Elith28 citations
- Ordinal Regression via Manifold Learning ↗Yang Liu, Yan Liu, Keith C. C. Chan28 citations
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