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# Proceedings of the AAAI Conference on Artificial Intelligence 2011: all accepted papers

323 papers · page 3 of 4 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2011](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2011/)

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201. **[Comparing Agents' Success against People in Security Domains ↗](https://doi.org/10.1609/aaai.v25i1.7940)**Raz Lin, Sarit Kraus, Noa Agmon et al.*9 citations*
202. **[Computing an Extensive-Form Perfect Equilibrium in Two-Player Games ↗](https://doi.org/10.1609/aaai.v25i1.7867)**Nicola Gatti, Claudio Iuliano*9 citations*
203. **[Dominant-Strategy Auction Design for Agents with Uncertain, Private Values ↗](https://doi.org/10.1609/aaai.v25i1.7863)**David R. M. Thompson, Kevin Leyton‐Brown*9 citations*
204. **[Efficient Methods for Lifted Inference with Aggregate Factors ↗](https://doi.org/10.1609/aaai.v25i1.8025)**Jaesik Choi, Rodrigo de Salvo Braz, Hung Bui*9 citations*
205. **[Global Seismic Monitoring: A Bayesian Approach ↗](https://doi.org/10.1609/aaai.v25i1.7955)**Nimar Arora, Stuart Russell, Paul Kidwell et al.*9 citations*
206. **[Grammatical Error Detection for Corrective Feedback Provision in Oral Conversations ↗](https://doi.org/10.1609/aaai.v25i1.7942)**Sungjin Lee, Hyungjong Noh, Kyusong Lee et al.*9 citations*
207. **[Localized K-Flats ↗](https://doi.org/10.1609/aaai.v25i1.7912)**Yong Wang, Yuan Jiang, Yi Wu et al.*9 citations*
208. **[Market Manipulation with Outside Incentives ↗](https://doi.org/10.1609/aaai.v25i1.7885)**Yiling Chen, Xi Alice Gao, Rick Goldstein et al.*9 citations*
209. **[Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation ↗](https://doi.org/10.1609/aaai.v25i1.7906)**Marion Neumann, Babak Ahmadi, Kristian Kersting*9 citations*
210. **[Partially Supervised Text Classification with Multi-Level Examples ↗](https://doi.org/10.1609/aaai.v25i1.7969)**Tao Liu, Xiaoyong Du, Yongdong Xu et al.*9 citations*
211. **[Policy Gradient Planning for Environmental Decision Making with Existing Simulators ↗](https://doi.org/10.1609/aaai.v25i1.7796)**Mark Crowley, David Poole*9 citations*
212. **[The Compressed Differential Heuristic ↗](https://doi.org/10.1609/aaai.v25i1.7823)**Meir Goldenberg, Nathan Sturtevant, Ariel Felner et al.*9 citations*
213. **[Verifying Intervention Policies to Counter Infection Propagation over Networks: A Model Checking Approach ↗](https://doi.org/10.1609/aaai.v25i1.7804)**Ganesh Ram Santhanam, Yuly Suvorov, Samik Basu et al.*9 citations*
214. **[Branch and Price for Multi-Agent Plan Recognition ↗](https://doi.org/10.1609/aaai.v25i1.7881)**Bikramjit Banerjee, Landon Kraemer*8 citations*
215. **[CCRank: Parallel Learning to Rank with Cooperative Coevolution ↗](https://doi.org/10.1609/aaai.v25i1.8078)**Shuaiqiang Wang, Byron J. Gao, Ke Wang et al.*8 citations*
216. **[Co-Training as a Human Collaboration Policy ↗](https://doi.org/10.1609/aaai.v25i1.7945)**Xiaojin Zhu, Bryan Gibson, Timothy Thomas Rogers*8 citations*
217. **[Complete Information Pursuit Evasion in Polygonal Environments ↗](https://doi.org/10.1609/aaai.v25i1.7990)**Kyle Klein, Subhash Suri*8 citations*
218. **[Contextually-Based Utility: An Appraisal-Based Approach at Modeling Framing and Decisions ↗](https://doi.org/10.1609/aaai.v25i1.7834)**Jonathan Y. Ito, Stacy Marsella*8 citations*
219. **[Creative Introspection and Knowledge Acquisition ↗](https://doi.org/10.1609/aaai.v25i1.8073)**Tony Veale, Guofu Li*8 citations*
220. **[Heuristic Search for Large Problems With Real Costs ↗](https://doi.org/10.1609/aaai.v25i1.7826)**Matthew Hatem, Ethan Burns, Wheeler Ruml*8 citations*
221. **[Hybrid Qualitative Simulation of Military Operations ↗](https://doi.org/10.1609/aaai.v25i2.18856)**Thomas R. Hinrichs, Kenneth D. Forbus, Johan de Kleer et al.*8 citations*
222. **[Revisiting Semantics for Epistemic Extensions of Description Logics ↗](https://doi.org/10.1609/aaai.v25i1.7848)**Anees ul Mehdi, Sebastian Rudolph*8 citations*
223. **[Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics ↗](https://doi.org/10.1609/aaai.v25i1.7918)**Gheorghe Comanici, Doina Precup*7 citations*
224. **[Convergence Properties of (μ + λ) Evolutionary Algorithms ↗](https://doi.org/10.1609/aaai.v25i1.8037)**Aram Ter-Sarkisov, Stephen Marsland*7 citations*
225. **[Efficiency and Privacy Tradeoffs in Mechanism Design ↗](https://doi.org/10.1609/aaai.v25i1.7865)**Xin Sui, Craig E. Boutilier*7 citations*
226. **[Fast Parallel and Adaptive Updates for Dual-Decomposition Solvers ↗](https://doi.org/10.1609/aaai.v25i1.8022)**Özgür Sümer, Umut A. Acar, Alexander Ihler et al.*7 citations*
227. **[Learning by Demonstration Technology for Military Planning and Decision Making: A Deployment Story ↗](https://doi.org/10.1609/aaai.v25i2.18846)**Karen L. Myers, Jake Kolojejchick, Carl Angiolillo et al.*7 citations*
228. **[Scaling Up Reinforcement Learning through Targeted Exploration ↗](https://doi.org/10.1609/aaai.v25i1.7929)**Timothy Mann, Yoonsuck Choe*7 citations*
229. **[Social Relations Model for Collaborative Filtering ↗](https://doi.org/10.1609/aaai.v25i1.7948)**Wu-Jun Li, Dit‐Yan Yeung*7 citations*
230. **[The Glass Infrastructure: Using Common Sense to Create a Dynamic, Place-Based Social Information System ↗](https://doi.org/10.1609/aaai.v25i2.18845)**Catherine Havasi, Richard Borovoy, Boris G. Kizelshteyn et al.*7 citations*
231. **[Automatically Mapping Natural Language Requirements to Domain-Specific Process Models ↗](https://doi.org/10.1609/aaai.v25i2.18863)**Uthayasanker Thayasivam, Kunal Verma, Alex Kass et al.*6 citations*
232. **[Cross Media Entity Extraction and Linkage for Chemical Documents ↗](https://doi.org/10.1609/aaai.v25i1.7832)**Yan Ping Su, Scott Spangler, Ying Chen*6 citations*
233. **[Generating Explanations for Complex Biomedical Queries ↗](https://doi.org/10.1609/aaai.v25i1.8055)**Umut Öztok, Esra Erdem*6 citations*
234. **[Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data ↗](https://doi.org/10.1609/aaai.v25i1.8088)**Hengjie Song, Chunyan Miao, Zhiqi Shen*6 citations*
235. **[Multi-Observation Sensor Resetting Localization with Ambiguous Landmarks ↗](https://doi.org/10.1609/aaai.v25i1.7983)**Brian Coltin, Manuela Veloso*6 citations*
236. **[Online Planning to Control a Packaging Infeed System ↗](https://doi.org/10.1609/aaai.v25i2.18852)**Minh Do, Lawrence Lee, Rong Zhou et al.*6 citations*
237. **[Optimal Graph Search with Iterated Graph Cuts ↗](https://doi.org/10.1609/aaai.v25i1.7829)**David Burkett, David Hall, Dan Klein*6 citations*
238. **[Solution Quality Improvements for Massively Multi-Agent Pathfinding ↗](https://doi.org/10.1609/aaai.v25i1.8035)**Ko-Hsin Wang, Adi Botea, Philip Kilby*6 citations*
239. **[A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task ↗](https://doi.org/10.1609/aaai.v25i1.7869)**Nate Derbinsky, John E. Laird*5 citations*
240. **[A Robotics Environment for Software Engineering Courses ↗](https://doi.org/10.1609/aaai.v25i1.7997)**Stephan Goebel, Ruben Jubeh, Simon-Lennert Raesch*5 citations*
241. **[DISCO: Describing Images Using Scene Contexts and Objects ↗](https://doi.org/10.1609/aaai.v25i1.7978)**Ifeoma Nwogu, Yingbo Zhou, Christopher M. Brown*5 citations*
242. **[Dual Decomposition for Marginal Inference ↗](https://doi.org/10.1609/aaai.v25i1.8023)**Justin Domke*5 citations*
243. **[Integrating Rules and Description Logics by Circumscription ↗](https://doi.org/10.1609/aaai.v25i1.7850)**Qian Yang, Jia-Huai You, Zhiyong Feng*5 citations*
244. **[Learning Tasks and Skills Together From a Human Teacher ↗](https://doi.org/10.1609/aaai.v25i1.8002)**Barış Akgün, Kaushik Subramanian, Jaeeun Shim et al.*5 citations*
245. **[M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions ↗](https://doi.org/10.1609/aaai.v25i1.7877)**Sameena Shah, Jayadeva Jayadeva, Ravi Kothari et al.*5 citations*
246. **[NewsFinder: Automating an Artificial Intelligence News Service ↗](https://doi.org/10.1609/aaai.v25i2.18844)**Liang Dong, Reid G. Smith, Bruce G. Buchanan*5 citations*
247. **[Optimal Packing of High-Precision Rectangles ↗](https://doi.org/10.1609/aaai.v25i1.7814)**Eric Huang, Richard E. Korf*5 citations*
248. **[Toward Learning to Solve Insertion Tasks: A Developmental Approach Using Exploratory Behaviors and Proprioception ↗](https://doi.org/10.1609/aaai.v25i1.8062)**Philip Koonce, Vasha DuTell, Jose Farrington et al.*5 citations*
249. **[Accelerating the Discovery of Data Quality Rules: A Case Study ↗](https://doi.org/10.1609/aaai.v25i2.18865)**Peter Z. Yeh, Colin A. Puri, Mark Wagman et al.*4 citations*
250. **[Conflict-Driven Constraint Answer Set Solving with Lazy Nogood Generation ↗](https://doi.org/10.1609/aaai.v25i1.8029)**Christian Drescher, Toby Walsh*4 citations*
251. **[Designing Resilient Long-Reach Passive Optical Networks ↗](https://doi.org/10.1609/aaai.v25i2.18859)**Deepak Mehta, Barry O’Sullivan, Luis Quesada et al.*4 citations*
252. **[Exploiting Phase Transition in Latent Networks for Clustering ↗](https://doi.org/10.1609/aaai.v25i1.7972)**Vahed Qazvinian, Dragomir Radev*4 citations*
253. **[Fast Query Recommendation by Search ↗](https://doi.org/10.1609/aaai.v25i1.8077)**Qixia Jiang, Maosong Sun*4 citations*
254. **[Human Spatial Relational Reasoning: Processing Demands, Representations, and Cognitive Model ↗](https://doi.org/10.1609/aaai.v25i1.7947)**Marco Ragni, Sven Brüssow*4 citations*
255. **[Limits of Preprocessing ↗](https://doi.org/10.1609/aaai.v25i1.7816)**Stefan Szeider*4 citations*
256. **[On Improving Conformant Planners by Analyzing Domain-Structures ↗](https://doi.org/10.1609/aaai.v25i1.8005)**Khoi Nguyen, Vien D. Tran, Tran Cao Son et al.*4 citations*
257. **[Online Updating the Generalized Inverse of Centered Matrices ↗](https://doi.org/10.1609/aaai.v25i1.8027)**Qing Wang, Liang Zhang*4 citations*
258. **[Parameterized Complexity of Problems in Coalitional Resource Games ↗](https://doi.org/10.1609/aaai.v25i1.7887)**Rajesh Chitnis, MohammadTaghi Hajiaghayi, Vahid Liaghat*4 citations*
259. **[The Next Best Solution ↗](https://doi.org/10.1609/aaai.v25i1.7958)**Ronen I. Brafman, Enrico Pilotto, Francesca Rossi et al.*4 citations*
260. **[Two Visual Strategies for Solving the Raven’s Progressive Matrices Intelligence Test ↗](https://doi.org/10.1609/aaai.v25i1.7960)**Maithilee Kunda, Keith McGreggor, Ashok Kumar Goel*4 citations*
261. **[A Local Monte Carlo Tree Search Approach in Deterministic Planning ↗](https://doi.org/10.1609/aaai.v25i1.8039)**Fan Xie, Hootan Nakhost, Martin Müller*3 citations*
262. **[A POMDP-Based Optimal Control of P300-Based Brain-Computer Interfaces ↗](https://doi.org/10.1609/aaai.v25i1.7956)**Jaeyoung Park, Kee-Eung Kim, Yoon‐Kyu Song*3 citations*
263. **[Assessing Quality in the Web of Linked Sensor Data ↗](https://doi.org/10.1609/aaai.v25i1.8044)**Chris Baillie, Peter J. Edwards, Edoardo Pignotti*3 citations*
264. **[Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go ↗](https://doi.org/10.1609/aaai.v25i1.7941)**Martin Michalowski, Mark Boddy, Mike Neilsen*3 citations*
265. **[Detecting Multilingual and Multi-Regional Query Intent in Web Search ↗](https://doi.org/10.1609/aaai.v25i1.8074)**Yi Chang, Ruiqiang Zhang, Srihari Reddy et al.*3 citations*
266. **[Exact Phase Transitions and Approximate Algorithm of #CSP ↗](https://doi.org/10.1609/aaai.v25i1.8050)**Ping Huang, Minghao Yin, Ke Xu*3 citations*
267. **[Exploiting Path Refinement Abstraction in Domain Transition Graphs ↗](https://doi.org/10.1609/aaai.v25i1.8012)**Peter J. Gregory, Derek Long, Craig McNulty et al.*3 citations*
268. **[Fast Newton-CG Method for Batch Learning of Conditional Random Fields ↗](https://doi.org/10.1609/aaai.v25i1.7894)**Yuta Tsuboi, Yuya Unno, Hisashi Kashima et al.*3 citations*
269. **[Learning in Repeated Games with Minimal Information: The Effects of Learning Bias ↗](https://doi.org/10.1609/aaai.v25i1.7871)**Jacob W. Crandall, Asad Ahmed, Michael A. Goodrich*3 citations*
270. **[Lego Plays Chess: A Low-Cost, Low-Complexity Approach to Intelligent Robotics ↗](https://doi.org/10.1609/aaai.v25i1.8001)**Michael W. Lanighan, Jerod Sikorskyj, Debra T. Burhans et al.*3 citations*
271. **[Maximum Entropy Context Models for Ranking Biographical Answers to Open-Domain Definition Questions ↗](https://doi.org/10.1609/aaai.v25i1.8071)**Alejandro Figueroa, John Atkinson*3 citations*
272. **[Predicting Author Blog Channels with High Value Future Posts for Monitoring ↗](https://doi.org/10.1609/aaai.v25i1.8093)**Shanchan Wu, Tamer Elsayed, William M. Rand et al.*3 citations*
273. **[Stopping Rules for Randomized Greedy Triangulation Schemes ↗](https://doi.org/10.1609/aaai.v25i1.8021)**Andrew E. Gelfand, Kalev Kask, Rina Dechter*3 citations*
274. **[When to Stop? That Is the Question ↗](https://doi.org/10.1609/aaai.v25i1.8020)**Shulamit Reches, Meir Kalech, Rami Stern*3 citations*
275. **[A Bayesian Reinforcement Learning framework Using Relevant Vector Machines ↗](https://doi.org/10.1609/aaai.v25i1.8031)**Nikolaos Tziortziotis, Konstantinos Blekas*2 citations*
276. **[A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products ↗](https://doi.org/10.1609/aaai.v25i1.7913)**Hui Zhao, Jiuqiang Han, Naiyan Wang et al.*2 citations*
277. **[A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT ↗](https://doi.org/10.1609/aaai.v25i1.7824)**Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann*2 citations*
278. **[Ad Hoc Teamwork in Variations of the Pursuit Domain ↗](https://doi.org/10.1609/aaai.v25i1.8054)**Samuel Barrett, Peter Stone*2 citations*
279. **[Adaptive Neighborhood Inverse Consistency as Lookahead for Non-Binary CSPs ↗](https://doi.org/10.1609/aaai.v25i1.8059)**Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry et al.*2 citations*
280. **[Large Scale Diagnosis Using Associations between System Outputs and Components ↗](https://doi.org/10.1609/aaai.v25i1.8036)**Ting Guo, Zhanshan Li, Ruizhi Guo et al.*2 citations*
281. **[Learning from Spatial Overlap ↗](https://doi.org/10.1609/aaai.v25i1.7859)**Michael H. Coen, M. Ansari, Nathanael R. Fillmore*2 citations*
282. **[Mean Field Inference in Dependency Networks: An Empirical Study ↗](https://doi.org/10.1609/aaai.v25i1.7936)**Daniel Lowd, Arash Shamaei*2 citations*
283. **[On the Effectiveness of Belief State Representation in Contingent Planning ↗](https://doi.org/10.1609/aaai.v25i1.8068)**Son Thanh To, Tran Cao Son, Enrico Pontelli*2 citations*
284. **[Optimal Subset Selection for Active Learning ↗](https://doi.org/10.1609/aaai.v25i1.8028)**Yifan Fu, Xingquan Zhu*2 citations*
285. **[Planning for Operational Control Systems with Predictable Exogenous Events ↗](https://doi.org/10.1609/aaai.v25i1.8008)**Ronen I. Brafman, Carmel Domshlak, Yagil Engel et al.*2 citations*
286. **[Playing Chess with a Human-Scale Mobile Manipulator ↗](https://doi.org/10.1609/aaai.v25i1.7996)**Michael Ferguson, Kim Gero, Joao Salles et al.*2 citations*
287. **[Succinct Set-Encoding for State-Space Search ↗](https://doi.org/10.1609/aaai.v25i1.7818)**Tim Schmidt, Rong Zhou*2 citations*
288. **[Water Conservation Through Facilitation on Residential Landscapes ↗](https://doi.org/10.1609/aaai.v25i1.7808)**Rhonda Hoenigman, Elizabeth Bradley, Nichole N. Barger*2 citations*
289. **[A Comparison of Lex Bounds for Multiset Variables in Constraint Programming ↗](https://doi.org/10.1609/aaai.v25i1.7830)**Yat Chiu Law, Jimmy H. M. Lee, M. H. C. Woo et al.*1 citation*
290. **[A Framework for Integration of Logical and Probabilistic Knowledge ↗](https://doi.org/10.1609/aaai.v25i1.8048)**Jingsong Wang, Marco Valtorta*1 citation*
291. **[An Intelligent System for Prolonging Independent Living of Elderly ↗](https://doi.org/10.1609/aaai.v25i1.8069)**Bogdan Pogorelc*1 citation*
292. **[Design and Analysis of Value Creation Networks ↗](https://doi.org/10.1609/aaai.v25i1.7959)**Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit*1 citation*
293. **[Discovering Latent Strategies ↗](https://doi.org/10.1609/aaai.v25i1.8058)**Xiaoxi Xu*1 citation*
294. **[Dynamic Batch Mode Active Learning via L1 Regularization ↗](https://doi.org/10.1609/aaai.v25i1.8042)**Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan*1 citation*
295. **[Efficient Issue-Grouping Approach for Multi-Issues Negotiation between Exaggerator Agents ↗](https://doi.org/10.1609/aaai.v25i1.8067)**Katsuhide Fujita, Takayuki Itō, Mark H. Klein*1 citation*
296. **[Emerging Applications for Intelligent Diabetes Management ↗](https://doi.org/10.1609/aaai.v25i2.18858)**Cindy Marling, Matthew T. Wiley, Răzvan Bunescu et al.*1 citation*
297. **[End-User Feature Labeling via Locally Weighted Logistic Regression ↗](https://doi.org/10.1609/aaai.v25i1.7961)**Weng‐Keen Wong, Ian Oberst, Shubhomoy Das et al.*1 citation*
298. **[Extending the Applications of Recent Real-Time Heuristic Search ↗](https://doi.org/10.1609/aaai.v25i1.8060)**Daniel Huntley, Vadim V. Bulitko*1 citation*
299. **[Modeling Opponent Actions for Table-Tennis Playing Robot ↗](https://doi.org/10.1609/aaai.v25i1.8051)**Zhikun Wang, Abdeslam Boularias, Katharina Mülling et al.*1 citation*
300. **[Multi-Level Cluster Indicator Decompositions of Matrices and Tensors ↗](https://doi.org/10.1609/aaai.v25i1.7933)**Dijun Luo, Chris H. Q. Ding, Heng Huang*1 citation*

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