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# Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers

674 papers · page 3 of 7 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2015](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2015/)

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201. **[Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v29i1.9304)**Branislav Bošanský, Jiří Čermák*29 citations*
202. **[Tensor-Variate Restricted Boltzmann Machines ↗](https://doi.org/10.1609/aaai.v29i1.9553)**Tu Dinh Nguyen, Truyen Tran, Dinh Phung et al.*29 citations*
203. **[UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning ↗](https://doi.org/10.1609/aaai.v29i1.9540)**Patrick MacAlpine, Mike Depinet, Peter Stone*29 citations*
204. **[Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies ↗](https://doi.org/10.1609/aaai.v29i1.9319)**Branislav Bošanský, Albert Xin Jiang, Milind Tambe et al.*28 citations*
205. **[Cross-Modal Image Clustering via Canonical Correlation Analysis ↗](https://doi.org/10.1609/aaai.v29i1.9181)**Cheng Jin, Wenhui Mao, Ruiqi Zhang et al.*28 citations*
206. **[DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization ↗](https://doi.org/10.1609/aaai.v29i1.9203)**Miao Xie, Qiusong Yang, Qing Wang et al.*28 citations*
207. **[Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds ↗](https://doi.org/10.1609/aaai.v29i1.9578)**Hongyang Zhang, Zhouchen Lin, Chao Zhang et al.*28 citations*
208. **[Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa ↗](https://doi.org/10.1609/aaai.v29i1.9248)**Stefano Ermon, Yexiang Xue, Russell Toth et al.*28 citations*
209. **[Stochastic Local Search for Satisfiability Modulo Theories ↗](https://doi.org/10.1609/aaai.v29i1.9372)**Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger et al.*28 citations*
210. **[The Utility of Text: The Case of Amicus Briefs and the Supreme Court ↗](https://doi.org/10.1609/aaai.v29i1.9500)**Yanchuan Sim, Bryan Routledge, Noah A. Smith*28 citations*
211. **[A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs ↗](https://doi.org/10.1609/aaai.v29i1.9402)**James P. Delgrande, Kewen Wang*27 citations*
212. **[Extended Property Paths: Writing More SPARQL Queries in a Succinct Way ↗](https://doi.org/10.1609/aaai.v29i1.9188)**Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens*27 citations*
213. **[Toward Mobile Robots Reasoning Like Humans ↗](https://doi.org/10.1609/aaai.v29i1.9383)**Jean Oh, Arne J. Suppé, Felix Duvallet et al.*27 citations*
214. **[Two Weighting Local Search for Minimum Vertex Cover ↗](https://doi.org/10.1609/aaai.v29i1.9357)**Shaowei Cai, Jinkun Lin, Kaile Su*27 citations*
215. **[A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP ↗](https://doi.org/10.1609/aaai.v29i1.9163)**Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang*26 citations*
216. **[Automated Problem List Generation from Electronic Medical Records in IBM Watson ↗](https://doi.org/10.1609/aaai.v29i2.19051)**Murthy V Devarakonda, Ching-Huei Tsou*26 citations*
217. **[Bayesian Affect Control Theory of Self ↗](https://doi.org/10.1609/aaai.v29i1.9222)**Jesse Hoey, Tobias Schroeder*26 citations*
218. **[Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction ↗](https://doi.org/10.1609/aaai.v29i1.9151)**Weilong Yao, Jing He, Hua Wang et al.*26 citations*
219. **[Controlled School Choice with Soft Bounds and Overlapping Types ↗](https://doi.org/10.1609/aaai.v29i1.9320)**Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki et al.*26 citations*
220. **[Coupled Interdependent Attribute Analysis on Mixed Data ↗](https://doi.org/10.1609/aaai.v29i1.9480)**Can Wang, Chi‐Hung Chi, Wei Zhou et al.*26 citations*
221. **[Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time ↗](https://doi.org/10.1609/aaai.v29i1.9432)**Piotr Skowron, Piotr Faliszewski*26 citations*
222. **[Localized Centering: Reducing Hubness in Large-Sample Data ↗](https://doi.org/10.1609/aaai.v29i1.9629)**Kazuo Hara, Ikumi Suzuki, Masashi Shimbo et al.*26 citations*
223. **[Moral Decision-Making by Analogy: Generalizations versus Exemplars ↗](https://doi.org/10.1609/aaai.v29i1.9226)**Joseph A. Blass, Kenneth D. Forbus*26 citations*
224. **[Named Entity Recognition in Travel-Related Search Queries ↗](https://doi.org/10.1609/aaai.v29i2.19050)**Brooke Cowan, Sven Zethelius, Brittany Luk et al.*26 citations*
225. **[Strategic Voting and Strategic Candidacy ↗](https://doi.org/10.1609/aaai.v29i1.9330)**Markus Brill, Vincent Conitzer*26 citations*
226. **[A Nonconvex Relaxation Approach for Rank Minimization Problems ↗](https://doi.org/10.1609/aaai.v29i1.9482)**Xiaowei Zhong, Linli Xu, Yitan Li et al.*25 citations*
227. **[A Tri-Role Topic Model for Domain-Specific Question Answering ↗](https://doi.org/10.1609/aaai.v29i1.9182)**Zongyang Ma, Aixin Sun, Quan Yuan et al.*25 citations*
228. **[Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting ↗](https://doi.org/10.1609/aaai.v29i1.9485)**Matthew Gingerich, Cristina Conati*25 citations*
229. **[Crowdsourced Action-Model Acquisition for Planning ↗](https://doi.org/10.1609/aaai.v29i1.9667)**Hankz Hankui Zhuo*25 citations*
230. **[Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network ↗](https://doi.org/10.1609/aaai.v29i1.9197)**Weiwei Liu, Zhihong Deng, Xiuwen Gong et al.*25 citations*
231. **[Exploiting Task-Feature Co-Clusters in Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v29i1.9483)**Linli Xu, Aiqing Huang, Jianhui Chen et al.*25 citations*
232. **[Learning Partial Lexicographic Preference Trees over Combinatorial Domains ↗](https://doi.org/10.1609/aaai.v29i1.9403)**Xudong Liu, Mirosław Truszczyński*25 citations*
233. **[Lifted Probabilistic Inference for Asymmetric Graphical Models ↗](https://doi.org/10.1609/aaai.v29i1.9678)**Guy Van den Broeck, Mathias Niepert*25 citations*
234. **[Modeling Status Theory in Trust Prediction ↗](https://doi.org/10.1609/aaai.v29i1.9460)**Ying Wang, Xin Wang, Jiliang Tang et al.*25 citations*
235. **[Multi-Agent Path Finding on Strongly Biconnected Digraphs ↗](https://doi.org/10.1609/aaai.v29i1.9430)**Adi Botea, Pavel Surynek*25 citations*
236. **[Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans ↗](https://doi.org/10.1609/aaai.v29i1.9778)**Margot Lhommet, Yuyu Xu, Stacy Marsella*24 citations*
237. **[Extracting Verb Expressions Implying Negative Opinions ↗](https://doi.org/10.1609/aaai.v29i1.9525)**Huayi Li, Arjun Mukherjee, Jianfeng Si et al.*24 citations*
238. **[Limitations of Front-To-End Bidirectional Heuristic Search ↗](https://doi.org/10.1609/aaai.v29i1.9374)**Joseph Barker, Richard E. Korf*24 citations*
239. **[Optimal Column Subset Selection by A-Star Search ↗](https://doi.org/10.1609/aaai.v29i1.9353)**Hiromasa Arai, Crystal Maung, Haim Schweitzer*24 citations*
240. **[Ordering-Sensitive and Semantic-Aware Topic Modeling ↗](https://doi.org/10.1609/aaai.v29i1.9501)**Min Yang, Tianyi Cui, Wenting Tu*24 citations*
241. **[Solving and Explaining Analogy Questions Using Semantic Networks ↗](https://doi.org/10.1609/aaai.v29i1.9400)**Adrian Boteanu, Sonia Chernova*24 citations*
242. **[A Counter Abstraction Technique for the Verification of Robot Swarms ↗](https://doi.org/10.1609/aaai.v29i1.9442)**Panagiotis Kouvaros, Alessio R. Lomuscio*23 citations*
243. **[Efficient Active Learning of Halfspaces via Query Synthesis ↗](https://doi.org/10.1609/aaai.v29i1.9563)**Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang*23 citations*
244. **[Marginalized Denoising for Link Prediction and Multi-Label Learning ↗](https://doi.org/10.1609/aaai.v29i1.9468)**Zheng Chen, Minmin Chen, Kilian Q. Weinberger et al.*23 citations*
245. **[Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking ↗](https://doi.org/10.1609/aaai.v29i1.9783)**Li-Ming Zhao, Xi Li, Jun Xiao et al.*23 citations*
246. **[Pathway Graphical Lasso ↗](https://doi.org/10.1609/aaai.v29i1.9636)**Maxim Grechkin, Maryam Fazel, Daniela Witten et al.*23 citations*
247. **[Phrase Type Sensitive Tensor Indexing Model for Semantic Composition ↗](https://doi.org/10.1609/aaai.v29i1.9492)**Yu Zhao, Zhiyuan Liu, Maosong Sun*23 citations*
248. **[Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification ↗](https://doi.org/10.1609/aaai.v29i1.9454)**Lan Wei, Yonghong Tian, Yaowei Wang et al.*23 citations*
249. **[Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions ↗](https://doi.org/10.1609/aaai.v29i1.9605)**De-An Huang, Amir‐massoud Farahmand, Kris Kitani et al.*22 citations*
250. **[Colorization by Patch-Based Local Low-Rank Matrix Completion ↗](https://doi.org/10.1609/aaai.v29i1.9479)**Quanming Yao, T. Kwok James*22 citations*
251. **[Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs ↗](https://doi.org/10.1609/aaai.v29i1.9750)**Valeriy Balabanov, Jie-Hong Jiang, Mikoláš Janota et al.*22 citations*
252. **[Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization ↗](https://doi.org/10.1609/aaai.v29i1.9623)**Olov Andersson, Fredrik Heintz, Patrick Doherty*22 citations*
253. **[Online Learning and Profit Maximization from Revealed Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9332)**Kareem Amin, Rachel Cummings, Lili Dworkin et al.*22 citations*
254. **[Parallelized Hitting Set Computation for Model-Based Diagnosis ↗](https://doi.org/10.1609/aaai.v29i1.9389)**Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shchekotykhin*22 citations*
255. **[Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications ↗](https://doi.org/10.1609/aaai.v29i1.9556)**Debarghya Ghoshdastidar, Ambedkar Dukkipati*22 citations*
256. **[The Complexity of Recognizing Incomplete Single-Crossing Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9321)**Edith Elkind, Piotr Faliszewski, Martin Lackner et al.*22 citations*
257. **[tBurton: A Divide and Conquer Temporal Planner ↗](https://doi.org/10.1609/aaai.v29i1.9656)**David Wang, Brian Charles Williams*22 citations*
258. **[A Planning-Based Assistance System for Setting Up a Home Theater ↗](https://doi.org/10.1609/aaai.v29i1.9274)**Pascal Bercher, Felix Richter, Thilo Hörnle et al.*21 citations*
259. **[Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews ↗](https://doi.org/10.1609/aaai.v29i1.9725)**Heting Wu, Hailong Sun, Yili Fang et al.*21 citations*
260. **[Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model ↗](https://doi.org/10.1609/aaai.v29i1.9706)**Siting Ren, Sheng Gao, Jianxin Liao et al.*21 citations*
261. **[Incentives for Subjective Evaluations with Private Beliefs ↗](https://doi.org/10.1609/aaai.v29i1.9311)**Goran Radanović, Boi V. Faltings*21 citations*
262. **[Matching with Dynamic Ordinal Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9329)**Hadi Hosseini, Kate S. Larson, Robin A Cohen*21 citations*
263. **[Modelling Class Noise with Symmetric and Asymmetric Distributions ↗](https://doi.org/10.1609/aaai.v29i1.9612)**Jun Du, Zhihua Cai*21 citations*
264. **[OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation ↗](https://doi.org/10.1609/aaai.v29i1.9555)**Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa*21 citations*
265. **[Plurality Voting Under Uncertainty ↗](https://doi.org/10.1609/aaai.v29i1.9435)**Reshef Meir*21 citations*
266. **[Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling ↗](https://doi.org/10.1609/aaai.v29i1.9186)**Xian‐Sheng Hua, Jin Li*21 citations*
267. **[Using Frame Semantics for Knowledge Extraction from Twitter ↗](https://doi.org/10.1609/aaai.v29i1.9524)**Anders Søgaard, Barbara Plank, Hector Alonso*21 citations*
268. **[A Logic for Reasoning About Game Strategies ↗](https://doi.org/10.1609/aaai.v29i1.9416)**Dongmo Zhang, Michael Thielscher*20 citations*
269. **[Aggregating User Input in Ecology Citizen Science Projects ↗](https://doi.org/10.1609/aaai.v29i2.19057)**Greg Hines, Alexandra Swanson, Margaret Kosmala et al.*20 citations*
270. **[Deep Modeling Complex Couplings within Financial Markets ↗](https://doi.org/10.1609/aaai.v29i1.9559)**Wei Cao, Liang Hu, Longbing Cao*20 citations*
271. **[Eigenvalues Ratio for Kernel Selection of Kernel Methods ↗](https://doi.org/10.1609/aaai.v29i1.9554)**Yong Liu, Shizhong Liao*20 citations*
272. **[Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data ↗](https://doi.org/10.1609/aaai.v29i2.19047)**Juan Liu, Eric A. Bier, Aaron Wilson et al.*20 citations*
273. **[Justified Representation in Approval-Based Committee Voting ↗](https://doi.org/10.1609/aaai.v29i1.9324)**Haris Aziz, Markus Brill, Vincent Conitzer et al.*20 citations*
274. **[Learning to Recommend Quotes for Writing ↗](https://doi.org/10.1609/aaai.v29i1.9530)**Jiwei Tan, Xiaojun Wan, Jianguo Xiao*20 citations*
275. **[Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory ↗](https://doi.org/10.1609/aaai.v29i2.19061)**Paul Taele, Laura Barreto, Tracy Hammond*20 citations*
276. **[Scheherazade: Crowd-Powered Interactive Narrative Generation ↗](https://doi.org/10.1609/aaai.v29i1.9782)**Boyang Li, Mark Riedl*20 citations*
277. **[Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology ↗](https://doi.org/10.1609/aaai.v29i1.9758)**Tüomas Sandholm*20 citations*
278. **[The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning ↗](https://doi.org/10.1609/aaai.v29i1.9622)**Charles Mathy, Nate Derbinsky, José Bento et al.*20 citations*
279. **[The Winograd Schema Challenge: Evaluating Progress in Commonsense Reasoning ↗](https://doi.org/10.1609/aaai.v29i2.19068)**Leora Morgenstern, Charles Ortiz*20 citations*
280. **[Audit Games with Multiple Defender Resources ↗](https://doi.org/10.1609/aaai.v29i1.9317)**Jeremiah Blocki, Nicolas Christin, Anupam Datta et al.*19 citations*
281. **[Automatic Topic Discovery for Multi-Object Tracking ↗](https://doi.org/10.1609/aaai.v29i1.9789)**Wenhan Luo, Björn Stenger, Xiaowei Zhao et al.*19 citations*
282. **[Challenges in Resource and Cost Allocation ↗](https://doi.org/10.1609/aaai.v29i1.9774)**Toby Walsh*19 citations*
283. **[Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision ↗](https://doi.org/10.1609/aaai.v29i1.9599)**Yi Zhen, Piyush Rai, Hongyuan Zha et al.*19 citations*
284. **[Elections with Few Voters: Candidate Control Can Be Easy ↗](https://doi.org/10.1609/aaai.v29i1.9429)**Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier et al.*19 citations*
285. **[English Light Verb Construction Identification Using Lexical Knowledge ↗](https://doi.org/10.1609/aaai.v29i1.9534)**Wei-Te Chen, Claire Bonial, Martha Stone Palmer*19 citations*
286. **[Existential Rule Languages with Finite Chase: Complexity and Expressiveness ↗](https://doi.org/10.1609/aaai.v29i1.9404)**Heng Zhang, Yan Zhang, Jia-Huai You*19 citations*
287. **[Hedonic Coalition Formation in Networks ↗](https://doi.org/10.1609/aaai.v29i1.9305)**Martin Hoefer, Daniel Vaz, Lisa Wagner*19 citations*
288. **[Mechanism Design for Team Formation ↗](https://doi.org/10.1609/aaai.v29i1.9326)**Mason Wright, Yevgeniy Vorobeychik*19 citations*
289. **[Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding ↗](https://doi.org/10.1609/aaai.v29i1.9551)**Zhiwu Lu, Xin Gao, Liwei Wang et al.*19 citations*
290. **[SMT-Based Validation of Timed Failure Propagation Graphs ↗](https://doi.org/10.1609/aaai.v29i1.9753)**Marco Bozzano, Alessandro Cimatti, Marco Gario et al.*19 citations*
291. **[Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies ↗](https://doi.org/10.1609/aaai.v29i1.9393)**Jianfeng Du, Kewen Wang, Yi-Dong Shen*19 citations*
292. **[A Nonparametric Online Model for Air Quality Prediction ↗](https://doi.org/10.1609/aaai.v29i1.9246)**Vitor Guizilini, Fabio Tozeto Ramos*18 citations*
293. **[Best-Response Planning of Thermostatically Controlled Loads under Power Constraints ↗](https://doi.org/10.1609/aaai.v29i1.9234)**Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. De Weerdt*18 citations*
294. **[Convergent Plans for Large-Scale Evacuations ↗](https://doi.org/10.1609/aaai.v29i1.9370)**Caroline Even, Victor Pillac, Pascal Van Hentenryck*18 citations*
295. **[Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection ↗](https://doi.org/10.1609/aaai.v29i1.9666)**Yash Satsangi, Shimon Whiteson, Frans Adriaan Oliehoek*18 citations*
296. **[Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data ↗](https://doi.org/10.1609/aaai.v29i1.9549)**Wenzhao Lian, Piyush Rai, Esther Salazar et al.*18 citations*
297. **[Learning Word Representations from Relational Graphs ↗](https://doi.org/10.1609/aaai.v29i1.9494)**Danushka Bollegala, Takanori Maehara, Yuichi Yoshida et al.*18 citations*
298. **[Leveraging Features and Networks for Probabilistic Tensor Decomposition ↗](https://doi.org/10.1609/aaai.v29i1.9582)**Piyush Rai, Yingjian Wang, Lawrence Carin*18 citations*
299. **[Pearl's Causality in a Logical Setting ↗](https://doi.org/10.1609/aaai.v29i1.9411)**Alexander Bochman, Vladimir Lifschitz*18 citations*
300. **[Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics ↗](https://doi.org/10.1609/aaai.v29i1.9495)**Rahul Kumar Jha, Reed Coke, Dragomir Radev*18 citations*

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