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

674 papers · page 2 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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101. **[Multi-Objective MDPs with Conditional Lexicographic Reward Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9647)**Kyle Hollins Wray, Shlomo Zilberstein B, Abdel‐Illah Mouaddib*54 citations*
102. **[Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel ↗](https://doi.org/10.1609/aaai.v29i1.9214)**Xiaomin Fang, Rong Pan, Guoxiang Cao et al.*52 citations*
103. **[Question/Answer Matching for CQA System via Combining Lexical and Sequential Information ↗](https://doi.org/10.1609/aaai.v29i1.9178)**Yikang Shen, Wenge Rong, Zhiwei Sun et al.*52 citations*
104. **[TODTLER: Two-Order-Deep Transfer Learning ↗](https://doi.org/10.1609/aaai.v29i1.9624)**Jan Van Haaren, Andrey Kolobov, Jesse J. Davis*52 citations*
105. **[Online Detection of Abnormal Events Using Incremental Coding Length ↗](https://doi.org/10.1609/aaai.v29i1.9799)**Jayanta Dutta, Bonny Banerjee*51 citations*
106. **[Planned Protest Modeling in News and Social Media ↗](https://doi.org/10.1609/aaai.v29i2.19048)**Sathappan Muthiah, Bert Huang, Jaime Arredondo et al.*50 citations*
107. **[Tensor-Based Learning for Predicting Stock Movements ↗](https://doi.org/10.1609/aaai.v29i1.9452)**Qing Li, Li-ling Jiang, Ping Li et al.*50 citations*
108. **[Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications ↗](https://doi.org/10.1609/aaai.v29i1.9444)**Petr Čermák, Alessio R. Lomuscio, Aniello Murano*50 citations*
109. **[Multi-Document Summarization Based on Two-Level Sparse Representation Model ↗](https://doi.org/10.1609/aaai.v29i1.9161)**He Liu, Hongliang Yu, Zhihong Deng*49 citations*
110. **[Multi-Task Learning and Algorithmic Stability ↗](https://doi.org/10.1609/aaai.v29i1.9558)**Yu Zhang*49 citations*
111. **[Resilient Upgrade of Electrical Distribution Grids ↗](https://doi.org/10.1609/aaai.v29i1.9369)**Emre Yamangil, Russell W. Bent, Scott Backhaus*49 citations*
112. **[Retweet Behavior Prediction Using Hierarchical Dirichlet Process ↗](https://doi.org/10.1609/aaai.v29i1.9152)**Qi Zhang, Yeyun Gong, Ya Guo et al.*47 citations*
113. **[A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing ↗](https://doi.org/10.1609/aaai.v29i1.9625)**Quan Zhou, Wenlin Chen, Shiji Song et al.*45 citations*
114. **[Building Strong Semi-Autonomous Systems ↗](https://doi.org/10.1609/aaai.v29i1.9773)**Shlomo Zilberstein B*45 citations*
115. **[DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning ↗](https://doi.org/10.1609/aaai.v29i1.9269)**Vasile Rus, Nobal Bikram Niraula, Rajendra Banjade*45 citations*
116. **[Graph-Sparse LDA: A Topic Model with Structured Sparsity ↗](https://doi.org/10.1609/aaai.v29i1.9603)**Finale Doshi‐Velez, Byron Wallace, Ryan Prescott Adams*45 citations*
117. **[SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning ↗](https://doi.org/10.1609/aaai.v29i1.9424)**Patrick MacAlpine, Eric Price, Peter Stone*45 citations*
118. **[Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation ↗](https://doi.org/10.1609/aaai.v29i1.9674)**Mathew Monfort, Anqi Liu, Brian D. Ziebart*44 citations*
119. **[Low-Rank Similarity Metric Learning in High Dimensions ↗](https://doi.org/10.1609/aaai.v29i1.9639)**Wei Liu, Cun Mu, Rongrong Ji et al.*44 citations*
120. **[Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location ↗](https://doi.org/10.1609/aaai.v29i1.9307)**Paolo Serafino, Carmine Ventre*44 citations*
121. **[SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications ↗](https://doi.org/10.1609/aaai.v29i1.9777)**Louis‐Philippe Morency, Giota Stratou, David DeVault et al.*43 citations*
122. **[Causal Inference via Sparse Additive Models with Application to Online Advertising ↗](https://doi.org/10.1609/aaai.v29i1.9156)**Wei Sun, Pengyuan Wang, Dawei Yin et al.*42 citations*
123. **[Efficient Task Sub-Delegation for Crowdsourcing ↗](https://doi.org/10.1609/aaai.v29i1.9337)**Han Yu, Chunyan Miao, Zhiqi Shen et al.*42 citations*
124. **[Goal Recognition Design for Non-Optimal Agents ↗](https://doi.org/10.1609/aaai.v29i1.9645)**Sarah Keren, Avigdor Gal, Erez Karpas*42 citations*
125. **[Modeling with Node Degree Preservation Can Accurately Find Communities ↗](https://doi.org/10.1609/aaai.v29i1.9201)**Di Jin, Zheng Chen, Dongxiao He et al.*42 citations*
126. **[A Personalized Interest-Forgetting Markov Model for Recommendations ↗](https://doi.org/10.1609/aaai.v29i1.9165)**Jun Chen, Chaokun Wang, Jianmin Wang*41 citations*
127. **[A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data ↗](https://doi.org/10.1609/aaai.v29i1.9237)**Xuan Song, Quanshi Zhang, Yoshihide Sekimoto et al.*41 citations*
128. **[Generating Event Causality Hypotheses through Semantic Relations ↗](https://doi.org/10.1609/aaai.v29i1.9533)**Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer et al.*41 citations*
129. **[Heuristics and Symmetries in Classical Planning ↗](https://doi.org/10.1609/aaai.v29i1.9649)**Alexander Shleyfman, Michael Katz, Malte Helmert et al.*41 citations*
130. **[Hierarchical Monte-Carlo Planning ↗](https://doi.org/10.1609/aaai.v29i1.9687)**Ngo Anh Vien, Marc Toussaint*41 citations*
131. **[Security Games with Protection Externalities ↗](https://doi.org/10.1609/aaai.v29i1.9323)**Jiarui Gan, Bo An, Yevgeniy Vorobeychik*41 citations*
132. **[Solving Games with Functional Regret Estimation ↗](https://doi.org/10.1609/aaai.v29i1.9445)**Kevin Waugh, Dustin Morrill, James Andrew Bagnell et al.*41 citations*
133. **[Towards User-Adaptive Information Visualization ↗](https://doi.org/10.1609/aaai.v29i1.9775)**Cristina Conati, Giuseppe Carenini, Dereck Toker et al.*41 citations*
134. **[Acronym Disambiguation Using Word Embedding ↗](https://doi.org/10.1609/aaai.v29i1.9713)**Chao Li, Lei Ji, Jun Yan*40 citations*
135. **[An Adaptive Gradient Method for Online AUC Maximization ↗](https://doi.org/10.1609/aaai.v29i1.9577)**Yi Ding, Peilin Zhao, Steven C. H. Hoi et al.*40 citations*
136. **[COT: Contextual Operating Tensor for Context-Aware Recommender Systems ↗](https://doi.org/10.1609/aaai.v29i1.9158)**Qiang Liu, Shu Wu, Liang Wang*40 citations*
137. **[Doubly Robust Covariate Shift Correction ↗](https://doi.org/10.1609/aaai.v29i1.9576)**Sashank Jakkam Reddi, Barnabás Póczos, Alex J. Smola*40 citations*
138. **[Incorporating Implicit Link Preference Into Overlapping Community Detection ↗](https://doi.org/10.1609/aaai.v29i1.9155)**Hongyi Zhang, Irwin King, Michael Rung-Tsong Lyu*40 citations*
139. **[Preventing HIV Spread in Homeless Populations Using PSINET ↗](https://doi.org/10.1609/aaai.v29i2.19063)**A. Yadav, Leandro Soriano Marcolino, Eric R. W. Rice et al.*40 citations*
140. **[Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing ↗](https://doi.org/10.1609/aaai.v29i1.9242)**Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn*40 citations*
141. **[A Convex Formulation for Spectral Shrunk Clustering ↗](https://doi.org/10.1609/aaai.v29i1.9606)**Xiaojun Chang, Feiping Nie, Zhigang Ma et al.*39 citations*
142. **[Automatic Configuration of Sequential Planning Portfolios ↗](https://doi.org/10.1609/aaai.v29i1.9640)**Jendrik Seipp, Silvan Sievers, Malte Helmert et al.*39 citations*
143. **[Continuity Editing for 3D Animation ↗](https://doi.org/10.1609/aaai.v29i1.9288)**Quentin Galvane, Remi P. Ronfard, Christophe Lino et al.*39 citations*
144. **[Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications ↗](https://doi.org/10.1609/aaai.v29i1.9595)**Shengping Zhang, Shiva Prasad Kasiviswanathan, Pong Chi Yuen et al.*39 citations*
145. **[An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building ↗](https://doi.org/10.1609/aaai.v29i1.9221)**Miaolong Yuan, Bo Tian, Vui Ann Shim et al.*38 citations*
146. **[Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series ↗](https://doi.org/10.1609/aaai.v29i1.9457)**George D. Montañez, Saeed Amizadeh, Nikolay Laptev*38 citations*
147. **[Microblog Sentiment Classification with Contextual Knowledge Regularization ↗](https://doi.org/10.1609/aaai.v29i1.9503)**Fangzhao Wu, Yangqiu Song, Yongfeng Huang*38 citations*
148. **[On the Role of Canonicity in Knowledge Compilation ↗](https://doi.org/10.1609/aaai.v29i1.9423)**Guy Van den Broeck, Adnan Y. Darwiche*38 citations*
149. **[Recovering Causal Effects from Selection Bias ↗](https://doi.org/10.1609/aaai.v29i1.9679)**Elias Bareinboim, Jin Wen Tian*38 citations*
150. **[Stable Feature Selection from Brain sMRI ↗](https://doi.org/10.1609/aaai.v29i1.9477)**Bo Xin, Lingjing Hu, Yizhou Wang et al.*38 citations*
151. **[VELDA: Relating an Image Tweet’s Text and Images ↗](https://doi.org/10.1609/aaai.v29i1.9168)**Tao Chen, Hany M. SalahEldeen, Xiangnan He et al.*38 citations*
152. **[An Improved Lower Bound for Bayesian Network Structure Learning ↗](https://doi.org/10.1609/aaai.v29i1.9689)**Xiannian Fan, Changhe Yuan*37 citations*
153. **[Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams ↗](https://doi.org/10.1609/aaai.v29i1.9588)**Brandon S. Parker, Latifur R. Khan*37 citations*
154. **[Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX ↗](https://doi.org/10.1609/aaai.v29i1.9550)**Johannes Lederer, Christian L. Müller*37 citations*
155. **[Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks ↗](https://doi.org/10.1609/aaai.v29i1.9217)**David Balduzzi, Hastagiri P. Vanchinathan, Joachim M. Buhmann*37 citations*
156. **[Learning User-Specific Latent Influence and Susceptibility from Information Cascades ↗](https://doi.org/10.1609/aaai.v29i1.9213)**Yongqing Wang, Huawei Shen, Shenghua Liu et al.*37 citations*
157. **[SAT Modulo Monotonic Theories ↗](https://doi.org/10.1609/aaai.v29i1.9755)**Sam Bayless, Noah Bayless, Holger H. Hoos et al.*37 citations*
158. **[Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes ↗](https://doi.org/10.1609/aaai.v29i1.9206)**Patrick Koopmann, Renate A. Schmidt*37 citations*
159. **[On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? ↗](https://doi.org/10.1609/aaai.v29i1.9331)**Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov et al.*36 citations*
160. **[Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior ↗](https://doi.org/10.1609/aaai.v29i1.9333)**Ariel Rosenfeld, Sarit Kraus*36 citations*
161. **[Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC ↗](https://doi.org/10.1609/aaai.v29i1.9167)**Dongjin Song, DAVID A. MEYER*36 citations*
162. **[Submodular Surrogates for Value of Information ↗](https://doi.org/10.1609/aaai.v29i1.9694)**Yuxin Chen, Shervin Javdani, Amin Karbasi et al.*36 citations*
163. **[A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks ↗](https://doi.org/10.1609/aaai.v29i1.9159)**Dongxiao He, Dayou Liu, Di Jin et al.*35 citations*
164. **[Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling ↗](https://doi.org/10.1609/aaai.v29i1.9154)**Takuya Akiba, Takanori Hayashi, Nozomi Nori et al.*35 citations*
165. **[Extending Analogical Generalization with Near-Misses ↗](https://doi.org/10.1609/aaai.v29i1.9228)**Matthew D. McLure, Scott Friedman, Kenneth D. Forbus*35 citations*
166. **[Online Boosting Algorithms for Anytime Transfer and Multitask Learning ↗](https://doi.org/10.1609/aaai.v29i1.9607)**Boyu Wang, Joëlle Pineau*35 citations*
167. **[Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs ↗](https://doi.org/10.1609/aaai.v29i1.9210)**Fei Mi, Dit‐Yan Yeung*34 citations*
168. **[The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits ↗](https://doi.org/10.1609/aaai.v29i1.9604)**Travis Mandel, Yun-En Liu, Emma Brunskill et al.*34 citations*
169. **[A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis ↗](https://doi.org/10.1609/aaai.v29i1.9469)**Zitao Liu, Miloš Hauskrecht*33 citations*
170. **[Learning Robust Locality Preserving Projection via p-Order Minimization ↗](https://doi.org/10.1609/aaai.v29i1.9632)**Hua Wang, Feiping Nie, Heng Huang*33 citations*
171. **[Visualization Techniques for Topic Model Checking ↗](https://doi.org/10.1609/aaai.v29i1.9268)**Jaimie Murdock, Colin Allen*33 citations*
172. **[A Unifying Hierarchy of Valuations with Complements and Substitutes ↗](https://doi.org/10.1609/aaai.v29i1.9314)**Uriel Feige, Michal Feldman, Nicole Immorlica et al.*32 citations*
173. **[Analysis of Equilibria in Iterative Voting Schemes ↗](https://doi.org/10.1609/aaai.v29i1.9328)**Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev et al.*32 citations*
174. **[Cupid: Commitments in Relational Algebra ↗](https://doi.org/10.1609/aaai.v29i1.9443)**Amit K. Chopra, Munindar P. Singh*32 citations*
175. **[Extracting Adverse Drug Reactions from Social Media ↗](https://doi.org/10.1609/aaai.v29i1.9527)**Andrew Yates, Nazli Goharian, Ophir Frieder*32 citations*
176. **[Learning Relational Sum-Product Networks ↗](https://doi.org/10.1609/aaai.v29i1.9538)**Aniruddh Nath, Pedro Domingos*32 citations*
177. **[Multi-Agent Pathfinding as a Combinatorial Auction ↗](https://doi.org/10.1609/aaai.v29i1.9427)**Ofra Amir, Guni Sharon, Roni Stern*32 citations*
178. **[R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection ↗](https://doi.org/10.1609/aaai.v29i1.9208)**Sarah Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar et al.*32 citations*
179. **[Tractable Interval Temporal Propositional and Description Logics ↗](https://doi.org/10.1609/aaai.v29i1.9406)**Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov et al.*32 citations*
180. **[A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9318)**Etsushi Fujita, Julien Lesca, Akihisa Sonoda et al.*31 citations*
181. **[Acquiring Speech Transcriptions Using Mismatched Crowdsourcing ↗](https://doi.org/10.1609/aaai.v29i1.9343)**Preethi Jyothi, Mark Hasegawa‐Johnson*31 citations*
182. **[Blended Planning and Acting: Preliminary Approach, Research Challenges ↗](https://doi.org/10.1609/aaai.v29i1.9768)**Dana S. Nau, Malik Ghallab, Paolo Traverso*31 citations*
183. **[Incremental Weight Elicitation for Multiobjective State Space Search ↗](https://doi.org/10.1609/aaai.v29i1.9362)**Nawal Benabbou, Patrice Perny*31 citations*
184. **[Learning Predictable and Discriminative Attributes for Visual Recognition ↗](https://doi.org/10.1609/aaai.v29i1.9792)**Yuchen Guo, Guiguang Ding, Xiaoming Jin et al.*31 citations*
185. **[Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation ↗](https://doi.org/10.1609/aaai.v29i1.9617)**Matteo Pirotta, Simone Parisi, Marcello Restelli*31 citations*
186. **[On the Diagnosis of Cyber-Physical Production Systems ↗](https://doi.org/10.1609/aaai.v29i1.9762)**Oliver Niggemann, Volker Lohweg*31 citations*
187. **[Optimal Personalized Filtering Against Spear-Phishing Attacks ↗](https://doi.org/10.1609/aaai.v29i1.9327)**Áron Lászka, Yevgeniy Vorobeychik, Xenofon Koutsoukos*31 citations*
188. **[Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery ↗](https://doi.org/10.1609/aaai.v29i1.9233)**Stefano Ermon, Ronan Joseph Le Bras, Santosh K. Suram et al.*31 citations*
189. **[Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser ↗](https://doi.org/10.1609/aaai.v29i1.9511)**Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape*31 citations*
190. **[Value-Directed Compression of Large-Scale Assignment Problems ↗](https://doi.org/10.1609/aaai.v29i1.9364)**Tyler Lu, Craig E. Boutilier*31 citations*
191. **[Word Segmentation for Chinese Novels ↗](https://doi.org/10.1609/aaai.v29i1.9523)**Likun Qiu, Yue Zhang*31 citations*
192. **[Abstraction for Solving Large Incomplete-Information Games ↗](https://doi.org/10.1609/aaai.v29i1.9757)**Tüomas Sandholm*30 citations*
193. **[Automatic Assessment of OCR Quality in Historical Documents ↗](https://doi.org/10.1609/aaai.v29i1.9487)**Anshul Gupta, Ricardo Gutiérrez‐Osuna, Matthew Christy et al.*30 citations*
194. **[Crowdsourcing Complex Workflows under Budget Constraints ↗](https://doi.org/10.1609/aaai.v29i1.9338)**Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld et al.*30 citations*
195. **[Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models ↗](https://doi.org/10.1609/aaai.v29i2.19053)**David John Gagne, Amy McGovern, Jerald Jerald et al.*30 citations*
196. **[Kernelized Online Imbalanced Learning with Fixed Budgets ↗](https://doi.org/10.1609/aaai.v29i1.9587)**Junjie Hu, Haiqin Yang, Irwin King et al.*30 citations*
197. **[Risk Based Optimization for Improving Emergency Medical Systems ↗](https://doi.org/10.1609/aaai.v29i1.9238)**Sandhya Saisubramanian, Pradeep Reddy Varakantham, Hoong Chuin Lau*30 citations*
198. **[Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization ↗](https://doi.org/10.1609/aaai.v29i1.9360)**Danny Múnera, Daniel Díaz, Salvador Pinto Abreu et al.*30 citations*
199. **[Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism ↗](https://doi.org/10.1609/aaai.v29i1.9322)**Chen Hajaj, John P. Dickerson, Avinatan Hassidim et al.*30 citations*
200. **[AIBIRDS: The Angry Birds Artificial Intelligence Competition ↗](https://doi.org/10.1609/aaai.v29i1.9347)**Jochen Renz*29 citations*

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