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

323 papers · page 2 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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101. **[Recognizing Plans with Loops Represented in a Lexicalized Grammar ↗](https://doi.org/10.1609/aaai.v25i1.8010)**Christopher Geib, Robert P. Goldman*28 citations*
102. **[Continual Planning with Sensing for Web Service Composition ↗](https://doi.org/10.1609/aaai.v25i1.8076)**Eirini Kaldeli, Alexander Lazovik, Marco Aiello*26 citations*
103. **[Extending Classical Planning Heuristics to Probabilistic Planning with Dead-Ends ↗](https://doi.org/10.1609/aaai.v25i1.8016)**Florent Teichteil-Königsbuch, Vincent Vidal, Guillaume Infantes*26 citations*
104. **[Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization ↗](https://doi.org/10.1609/aaai.v25i1.7915)**Peng Cui, Fei Wang, Shiqiang Yang et al.*26 citations*
105. **[Modeling and Monitoring Crop Disease in Developing Countries ↗](https://doi.org/10.1609/aaai.v25i1.7811)**John A. Quinn, Kevin Leyton‐Brown, Ernest Mwebaze*26 citations*
106. **[A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning ↗](https://doi.org/10.1609/aaai.v25i1.8004)**Tatsuya Imai, Akihiro Kishimoto*25 citations*
107. **[Automated Action Abstraction of Imperfect Information Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v25i1.7880)**John Hawkin, Robert C. Holte, Duane Szafron*25 citations*
108. **[Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions ↗](https://doi.org/10.1609/aaai.v25i1.7935)**Xinhua Zhang, Yaoliang Yu, Martha White et al.*25 citations*
109. **[Manipulation of Nanson's and Baldwin's Rules ↗](https://doi.org/10.1609/aaai.v25i1.7872)**Nina Narodytska, Toby Walsh, Lirong Xia*25 citations*
110. **[A Game-Theoretic Approach to Influence in Networks ↗](https://doi.org/10.1609/aaai.v25i1.7884)**Mohammad Irfan, Luis E. Ortiz*24 citations*
111. **[Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification ↗](https://doi.org/10.1609/aaai.v25i1.7904)**Kyoungup Park, Chunhua Shen, Zhihui Hao et al.*24 citations*
112. **[Learning to Suggest Questions in Online Forums ↗](https://doi.org/10.1609/aaai.v25i1.8091)**Tom Chao Zhou, Chin-Yew Lin, Irwin King et al.*24 citations*
113. **[The Influence of Emotion Expression on Perceptions of Trustworthiness in Negotiation ↗](https://doi.org/10.1609/aaai.v25i1.7939)**Dimitrios Antos, Celso De Melo, Jonathan S. Gratch et al.*24 citations*
114. **[A Closer Look at the Probabilistic Description Logic Prob-EL ↗](https://doi.org/10.1609/aaai.v25i1.7856)**Victor Gutierrez Basulto, Jean Christoph Jung, Carsten Lutz et al.*23 citations*
115. **[Co-Evolution of Selection and Influence in Social Networks ↗](https://doi.org/10.1609/aaai.v25i1.7952)**Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan*23 citations*
116. **[Heterogeneous Transfer Learning with RBMs ↗](https://doi.org/10.1609/aaai.v25i1.7925)**Bin Wei, Christopher Pal*23 citations*
117. **[Role-Based Ad Hoc Teamwork ↗](https://doi.org/10.1609/aaai.v25i1.8057)**Katie Genter, Noa Agmon, Peter Stone*23 citations*
118. **[Conjunctive Query Inseparability of OWL 2 QL TBoxes ↗](https://doi.org/10.1609/aaai.v25i1.7846)**Boris Yur'evich Konev, Roman Kontchakov, Michel Ludwig et al.*22 citations*
119. **[Green Driver: AI in a Microcosm ↗](https://doi.org/10.1609/aaai.v25i1.7798)**Jim Apple, Paul Chang, Aran Clauson et al.*22 citations*
120. **[Intrinsic Chess Ratings ↗](https://doi.org/10.1609/aaai.v25i1.7951)**Kenneth W. Regan, Guy McC. Haworth*22 citations*
121. **[Spectrum-Based Sequential Diagnosis ↗](https://doi.org/10.1609/aaai.v25i1.7844)**Alberto González Sánchez, Rui Abreu, Hans-Gerhard Groß et al.*22 citations*
122. **[Symmetric Graph Regularized Constraint Propagation ↗](https://doi.org/10.1609/aaai.v25i1.7897)**Zhenyong Fu, Zhiwu Lu, Horace H. S. Ip et al.*22 citations*
123. **[Tracking User-Preference Varying Speed in Collaborative Filtering ↗](https://doi.org/10.1609/aaai.v25i1.7836)**Ruijiang Li, Bin Li, Cheng Jin et al.*22 citations*
124. **[Reasoning About General Games Described in GDL-II ↗](https://doi.org/10.1609/aaai.v25i1.7944)**Stephan Schiffel, Michael Thielscher*21 citations*
125. **[Towards Evolutionary Nonnegative Matrix Factorization ↗](https://doi.org/10.1609/aaai.v25i1.7927)**Fei Wang, Hanghang Tong, Ching‐Yung Lin*21 citations*
126. **[Automatic Group Sparse Coding ↗](https://doi.org/10.1609/aaai.v25i1.7928)**Fei Wang, Noah Lee, Jimeng Sun et al.*20 citations*
127. **[Comparing Action-Query Strategies in Semi-Autonomous Agents ↗](https://doi.org/10.1609/aaai.v25i1.7992)**Robert Cohn, Edmund H. Durfee, Satinder Pal Singh*20 citations*
128. **[Non-Parametric Approximate Linear Programming for MDPs ↗](https://doi.org/10.1609/aaai.v25i1.7930)**Jason Pazis, Ronald Parr*20 citations*
129. **[Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents ↗](https://doi.org/10.1609/aaai.v25i1.7931)**Jonathan Sorg, Satinder Pal Singh, Richard L. Lewis*20 citations*
130. **[Propagating Both Trust and Distrust with Target Differentiation for Combating Web Spam ↗](https://doi.org/10.1609/aaai.v25i1.8083)**Xianchao Zhang, You Wang, Nan Mou et al.*20 citations*
131. **[Social Recommendation Using Low-Rank Semidefinite Program ↗](https://doi.org/10.1609/aaai.v25i1.7837)**Jianke Zhu, Hao Ma, Chun Chen et al.*20 citations*
132. **[The Steiner Multigraph Problem: Wildlife Corridor Design for Multiple Species ↗](https://doi.org/10.1609/aaai.v25i1.7809)**Katherine J. Lai, Carla Pedro Gomes, Michael K. Schwartz et al.*19 citations*
133. **[Using Semantic Cues to Learn Syntax ↗](https://doi.org/10.1609/aaai.v25i1.7975)**Tahira Naseem, Regina Barzilay*19 citations*
134. **[Utilizing Partial Policies for Identifying Equivalence of Behavioral Models ↗](https://doi.org/10.1609/aaai.v25i1.8017)**Yifeng Zeng, Prashant Doshi, Yinghui Pan et al.*19 citations*
135. **[A Whole Page Click Model to Better Interpret Search Engine Click Data ↗](https://doi.org/10.1609/aaai.v25i1.8084)**Weizhu Chen, Zhanglong Ji, Si Shen et al.*18 citations*
136. **[Incentive-Compatible Escrow Mechanisms ↗](https://doi.org/10.1609/aaai.v25i1.7890)**Jens Witkowski, Sven Seuken, David C. Parkes*18 citations*
137. **[Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization ↗](https://doi.org/10.1609/aaai.v25i1.7896)**Zhiwu Lu, Yuxin Peng*18 citations*
138. **[SemRec: A Semantic Enhancement Framework for Tag Based Recommendation ↗](https://doi.org/10.1609/aaai.v25i1.8080)**Guandong Xu, Yanhui Gu, Peter Dolog et al.*18 citations*
139. **[User-Controllable Learning of Location Privacy Policies With Gaussian Mixture Models ↗](https://doi.org/10.1609/aaai.v25i1.8097)**Justin Cranshaw, Jonathan Mugan, Norman Sadeh*18 citations*
140. **[Bounded Forgetting ↗](https://doi.org/10.1609/aaai.v25i1.7842)**Yi Zhou, Yan Zhang*17 citations*
141. **[Cross-Language Latent Relational Search: Mapping Knowledge across Languages ↗](https://doi.org/10.1609/aaai.v25i1.8075)**Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka*17 citations*
142. **[Finding Answers and Generating Explanations for Complex Biomedical Queries ↗](https://doi.org/10.1609/aaai.v25i1.7946)**Esra Erdem, Yelda Erdem, Halit Erdoğan et al.*17 citations*
143. **[Leveraging Wikipedia Characteristics for Search and Candidate Generation in Question Answering ↗](https://doi.org/10.1609/aaai.v25i1.7968)**Jennifer Chu‐Carroll, James Fan*17 citations*
144. **[On Expressing Value Externalities in Position Auctions ↗](https://doi.org/10.1609/aaai.v25i1.7889)**Florin Constantin, Malvika Rao, Chien-Chung Huang et al.*17 citations*
145. **[Tree Sequence Kernel for Natural Language ↗](https://doi.org/10.1609/aaai.v25i1.7973)**Jun Sun, Min Zhang, Chew Lim Tan*17 citations*
146. **[Campaign Management under Approval-Driven Voting Rules ↗](https://doi.org/10.1609/aaai.v25i1.7870)**Ildikó Schlotter, Piotr Faliszewski, Edith Elkind*16 citations*
147. **[Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models ↗](https://doi.org/10.1609/aaai.v25i1.8019)**Chloé Kiddon, Pedro Domingos*16 citations*
148. **[Collaborative Users’ Brand Preference Mining across Multiple Domains from Implicit Feedbacks ↗](https://doi.org/10.1609/aaai.v25i1.7899)**Jian Guo Tang, Jun Hua Yan, Lei Ji et al.*16 citations*
149. **[Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing ↗](https://doi.org/10.1609/aaai.v25i1.7800)**Hui Li, Brian Charles Williams*16 citations*
150. **[Size Adaptive Selection of Most Informative Features ↗](https://doi.org/10.1609/aaai.v25i1.7902)**Si Liu, Hairong Liu, Longin Jan Latecki et al.*16 citations*
151. **[Two-Dimensional Description Logics for Context-Based Semantic Interoperability ↗](https://doi.org/10.1609/aaai.v25i1.7854)**Szymon Klarman, Víctor Gutiérrez-Basulto*16 citations*
152. **[A Kernel-Based Iterative Combinatorial Auction ↗](https://doi.org/10.1609/aaai.v25i1.7876)**Sebastien M. Lahaie*15 citations*
153. **[Adding Default Attributes to EL++ ↗](https://doi.org/10.1609/aaai.v25i1.7849)**Piero A. Bonatti, Marco Faella, Luigi Sauro*15 citations*
154. **[Mechanism Design for Federated Sponsored Search Auctions ↗](https://doi.org/10.1609/aaai.v25i1.7868)**Sofia Ceppi, Nicola Gatti, Enrico Gerding*15 citations*
155. **[A Semantical Account of Progression in the Presence of Uncertainty ↗](https://doi.org/10.1609/aaai.v25i1.7858)**Vaishak Belle, Gerhard Lakemeyer*14 citations*
156. **[Evolution of Node Behavior in Link Prediction ↗](https://doi.org/10.1609/aaai.v25i1.8038)**Baojun Qiu, Qi He, John Yen*14 citations*
157. **[Machine Learning and Sensor Fusion for Estimating Continuous Energy Expenditure ↗](https://doi.org/10.1609/aaai.v25i2.18848)**Nisarg Vyas, Jonathan Farringdon, David André et al.*14 citations*
158. **[On the Complexity of BDDs for State Space Search: A Case Study in Connect Four ↗](https://doi.org/10.1609/aaai.v25i1.7821)**Stefan Edelkamp, Peter Kissmann*14 citations*
159. **[Provoking Opponents to Facilitate the Recognition of their Intentions ↗](https://doi.org/10.1609/aaai.v25i1.8032)**Francis Bisson, Froduald Kabanza, Abder Rezak Benaskeur et al.*14 citations*
160. **[Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games ↗](https://doi.org/10.1609/aaai.v25i1.7882)**Liam MacDermed, Karthik S. Narayan, Charles Lee Isbell et al.*14 citations*
161. **[Relational Blocking for Causal Discovery ↗](https://doi.org/10.1609/aaai.v25i1.7840)**Matthew J. Rattigan, Marc E. Maier, David D. Jensen*14 citations*
162. **[Solving Difficult CSPs with Relational Neighborhood Inverse Consistency ↗](https://doi.org/10.1609/aaai.v25i1.7825)**Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry et al.*14 citations*
163. **[Sparse Matrix-Variate t Process Blockmodels ↗](https://doi.org/10.1609/aaai.v25i1.7919)**Zenglin Xu, Yan Feng, Yuan Qi*14 citations*
164. **[Unsupervised Learning of Human Behaviours ↗](https://doi.org/10.1609/aaai.v25i1.7911)**Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen*14 citations*
165. **[VCG Redistribution with Gross Substitutes ↗](https://doi.org/10.1609/aaai.v25i1.7883)**Mingyu Guo*14 citations*
166. **[A Nonparametric Bayesian Model of Multi-Level Category Learning ↗](https://doi.org/10.1609/aaai.v25i1.7891)**Kevin Robert Canini, Thomas L. Griffiths*13 citations*
167. **[Balancing Safety and Exploitability in Opponent Modeling ↗](https://doi.org/10.1609/aaai.v25i1.7981)**Zhikun Wang, Abdeslam Boularias, Katharina Mülling et al.*13 citations*
168. **[Enhancing Semantic Role Labeling for Tweets Using Self-Training ↗](https://doi.org/10.1609/aaai.v25i1.7965)**Xiaohua Liu, Li Kuan, Ming Xing Zhou et al.*13 citations*
169. **[Linear Dynamic Programs for Resource Management ↗](https://doi.org/10.1609/aaai.v25i1.7794)**Marek Petrik, Shlomo Zilberstein B*13 citations*
170. **[Lossy Conservative Update (LCU) Sketch: Succinct Approximate Count Storage ↗](https://doi.org/10.1609/aaai.v25i1.7976)**Amit Goyal, Hal Daumé*13 citations*
171. **[Active Dual Collaborative Filtering with Both Item and Attribute Feedback ↗](https://doi.org/10.1609/aaai.v25i1.8085)**Luheng He, Nathan J. Liu, Qiang Yang*12 citations*
172. **[Cognitive Synergy between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture ↗](https://doi.org/10.1609/aaai.v25i1.7831)**Ben Goertzel, Joel Pitt, Jared Wigmore et al.*12 citations*
173. **[Hybrid Tractable Classes of Binary Quantified Constraint Satisfaction Problems ↗](https://doi.org/10.1609/aaai.v25i1.8049)**Jian Gao, Minghao Yin, Junping Zhou*12 citations*
174. **[Identifying Missing Node Information in Social Networks ↗](https://doi.org/10.1609/aaai.v25i1.8094)**Ron Eyal, Sarit Kraus, Avi Rosenfeld*12 citations*
175. **[Language Splitting and Relevance-Based Belief Change in Horn Logic ↗](https://doi.org/10.1609/aaai.v25i1.7853)**minShu Wu, Dongmo Zhang, Mingyi Zhang*12 citations*
176. **[Planning with Specialized SAT Solvers ↗](https://doi.org/10.1609/aaai.v25i1.7962)**Jussi Rintanen*12 citations*
177. **[Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff! ↗](https://doi.org/10.1609/aaai.v25i1.7954)**Paolo Viappiani, Craig E. Boutilier*12 citations*
178. **[Analogical Dialogue Acts: Supporting Learning by Reading Analogies in Instructional Texts ↗](https://doi.org/10.1609/aaai.v25i1.7835)**David Barbella, Kenneth D. Forbus*11 citations*
179. **[Causal Theories of Actions Revisited ↗](https://doi.org/10.1609/aaai.v25i1.7851)**Fangzhen Lin, Mikhail Soutchanski B*11 citations*
180. **[Direct Density-Ratio Estimation with Dimensionality Reduction via Hetero-Distributional Subspace Analysis ↗](https://doi.org/10.1609/aaai.v25i1.7905)**Makoto Yamada, Masashi Sugiyama*11 citations*
181. **[Discovering Life Cycle Assessment Trees from Impact Factor Databases ↗](https://doi.org/10.1609/aaai.v25i1.7805)**Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan et al.*11 citations*
182. **[First-Order Logic with Counting for General Game Playing ↗](https://doi.org/10.1609/aaai.v25i1.7949)**Łukasz Kaiser, Łukasz Stafiniak*11 citations*
183. **[Integrating Community Question and Answer Archives ↗](https://doi.org/10.1609/aaai.v25i1.8086)**Wei Wei, Gao Cong, Xiaoli Li et al.*11 citations*
184. **[Planning in Domains with Cost Function Dependent Actions ↗](https://doi.org/10.1609/aaai.v25i1.7827)**Mike Phillips, Maxim A. Likhachev*11 citations*
185. **[Testing Cyber Security with Simulated Humans ↗](https://doi.org/10.1609/aaai.v25i2.18850)**Jim Blythe, Aaron M. Botello, Joseph E. Sutton et al.*11 citations*
186. **[Transfer Latent Semantic Learning: Microblog Mining with Less Supervision ↗](https://doi.org/10.1609/aaai.v25i1.7916)**Dan Zhang, Yan Liu, Richard Lawrence et al.*11 citations*
187. **[A POMDP Model of Eye-Hand Coordination ↗](https://doi.org/10.1609/aaai.v25i1.8007)**Tom Erez, Julian J. Tramper, William D. Smart et al.*10 citations*
188. **[Abductive Inference for Combat: Using SCARE-S2 to Find High-Value Targets in Afghanistan ↗](https://doi.org/10.1609/aaai.v25i2.18861)**Paulo Shakarian, Margo Nagel, Brittany Schuetzle et al.*10 citations*
189. **[Conjunctive Representations in Contingent Planning: Prime Implicates Versus Minimal CNF Formula ↗](https://doi.org/10.1609/aaai.v25i1.8015)**Son Thanh To, Tran Cao Son, Enrico Pontelli*10 citations*
190. **[Learning Dimensional Descent for Optimal Motion Planning in High-dimensional Spaces ↗](https://doi.org/10.1609/aaai.v25i1.7993)**Paul Vernaza, Daniel Lee*10 citations*
191. **[Learning a Skill-Teaching Curriculum with Dynamic Bayes Nets ↗](https://doi.org/10.1609/aaai.v25i2.18855)**Derek Green, Thomas Walsh, Paul R. Cohen et al.*10 citations*
192. **[Progression Semantics for Disjunctive Logic Programs ↗](https://doi.org/10.1609/aaai.v25i1.7843)**Yi Zhou, Yan Zhang*10 citations*
193. **[Recognizing Text Through Sound Alone ↗](https://doi.org/10.1609/aaai.v25i1.7987)**Wenzhe Li, Tracy Hammond*10 citations*
194. **[The Epistemic Logic Behind the Game Description Language ↗](https://doi.org/10.1609/aaai.v25i1.7943)**Ji Ruan, Michael Thielscher*10 citations*
195. **[The Inter-League Extension of the Traveling Tournament Problem and its Application to Sports Scheduling ↗](https://doi.org/10.1609/aaai.v25i1.8003)**Richard Hoshino, Ken‐ichi Kawarabayashi*10 citations*
196. **[Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation ↗](https://doi.org/10.1609/aaai.v25i1.8066)**Aman Goel, Craig A. Knoblock, Kristina Lerman*10 citations*
197. **[Using Neural Networks for Evaluation in Heuristic Search Algorithm ↗](https://doi.org/10.1609/aaai.v25i1.8040)**Hung-Che Chen, Jyh-Da Wei*10 citations*
198. **[A Simple and Effective Unsupervised Word Segmentation Approach ↗](https://doi.org/10.1609/aaai.v25i1.7970)**Songjian Chen, Yabo Xu, Huiyou Chang*9 citations*
199. **[An Efficient and Complete Approach for Cooperative Path-Finding ↗](https://doi.org/10.1609/aaai.v25i1.8041)**Ryan Luna, Kostas E. Bekris*9 citations*
200. **[Combining Learned Discrete and Continuous Action Models ↗](https://doi.org/10.1609/aaai.v25i1.7833)**Joseph Z. Xu, John E. Laird*9 citations*

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