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# Proceedings of the AAAI Conference on Artificial Intelligence 2016: all accepted papers

690 papers · page 2 of 7 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2016](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2016/)

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101. **[Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee ↗](https://doi.org/10.1609/aaai.v30i1.10305)**Shen-Yi Zhao, Wu-Jun Li*66 citations*
102. **[All-in Text: Learning Document, Label, and Word Representations Jointly ↗](https://doi.org/10.1609/aaai.v30i1.10241)**Jinseok Nam, Eneldo Loza Mencía, Johannes Fürnkranz*65 citations*
103. **[Deep Learning for Algorithm Portfolios ↗](https://doi.org/10.1609/aaai.v30i1.10170)**Andrea Loreggia, Yuri Malitsky, Horst Samulowitz et al.*65 citations*
104. **[Discriminative Analysis Dictionary Learning ↗](https://doi.org/10.1609/aaai.v30i1.10213)**Jun Feng Guo, Yanqing Guo, Xiangwei Kong et al.*63 citations*
105. **[Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds ↗](https://doi.org/10.1609/aaai.v30i1.10001)**Meng Jiang, Peng Cui, Nicholas Jing Yuan et al.*63 citations*
106. **[Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features ↗](https://doi.org/10.1609/aaai.v30i1.10169)**Lam Tran, Deguang Kong, Hongxia Jin et al.*63 citations*
107. **[Embedding Ethical Principles in Collective Decision Support Systems ↗](https://doi.org/10.1609/aaai.v30i1.9804)**Joshua D. Greene, Francesca Rossi, John Tasioulas et al.*62 citations*
108. **[From Tweets to Wellness: Wellness Event Detection from Twitter Streams ↗](https://doi.org/10.1609/aaai.v30i1.9975)**Mohammad Akbari, Xia Hu, Liqiang Nie et al.*62 citations*
109. **[RAO*: An Algorithm for Chance-Constrained POMDP's ↗](https://doi.org/10.1609/aaai.v30i1.10423)**Pedro Santana, Sylvie Thiébaux, Brian Charles Williams*62 citations*
110. **[Model-Free Preference-Based Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v30i1.10269)**Christian Wirth, Johannes Fürnkranz, Gerhard M. Neumann*60 citations*
111. **[Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements ↗](https://doi.org/10.1609/aaai.v30i1.9998)**Yuan Luo, Yu Xin, Rohit Joshi et al.*60 citations*
112. **[Re-Active Learning: Active Learning with Relabeling ↗](https://doi.org/10.1609/aaai.v30i1.10315)**Christopher H. Lin, Mausam Mausam, Daniel S. Weld*59 citations*
113. **[Writing Stories with Help from Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.9810)**Melissa Roemmele*58 citations*
114. **[Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning ↗](https://doi.org/10.1609/aaai.v30i1.10186)**Baoyuan Wu, Siwei Lyu, Bernard Ghanem*56 citations*
115. **[Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty ↗](https://doi.org/10.1609/aaai.v30i1.10069)**Chang‐Kyu Song, Sejong Yoon, Vladimir Pavlović*56 citations*
116. **[Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter ↗](https://doi.org/10.1609/aaai.v30i1.10326)**Xing Chen, Yuan Wang, Jie Liu et al.*55 citations*
117. **[Predicting Spatio-Temporal Propagation of Seasonal Influenza Using Variational Gaussian Process Regression ↗](https://doi.org/10.1609/aaai.v30i1.9899)**Ransalu Senanayake, Simon O’Callaghan, Fabio Tozeto Ramos*55 citations*
118. **[Risk Minimization in the Presence of Label Noise ↗](https://doi.org/10.1609/aaai.v30i1.10293)**Wei Dong Gao, Lu Wang, Yu-Feng Li et al.*55 citations*
119. **[Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features ↗](https://doi.org/10.1609/aaai.v30i1.10460)**Fangting Xia, Jun Zhu, Peng Wang et al.*54 citations*
120. **[Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding ↗](https://doi.org/10.1609/aaai.v30i1.10383)**Guangyi Lv, Tong Xu, Enhong Chen et al.*53 citations*
121. **[A Survey of Current Practice and Teaching of AI ↗](https://doi.org/10.1609/aaai.v30i1.9857)**Michael Wollowski, Robert Selkowitz, Laura E. Brown et al.*52 citations*
122. **[Multi-Domain Active Learning for Recommendation ↗](https://doi.org/10.1609/aaai.v30i1.10291)**Zihan Zhang, Xiaoming Jin, Lianghao Li et al.*52 citations*
123. **[Unsupervised Feature Selection on Networks: A Generative View ↗](https://doi.org/10.1609/aaai.v30i1.10309)**Xiaokai Wei, Bokai Cao, Philip S. Yu*52 citations*
124. **[Blind, Greedy, and Random: Algorithms for Matching and Clustering Using Only Ordinal Information ↗](https://doi.org/10.1609/aaai.v30i1.10032)**Elliot Anshelevich, Shreyas Sekar*51 citations*
125. **[Column-Oriented Datalog Materialization for Large Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v30i1.9993)**Jacopo Urbani A, Ceriel J. H. Jacobs, Markus Krötzsch*51 citations*
126. **[One Size Does Not Fit All: A Game-Theoretic Approach for Dynamically and Effectively Screening for Threats ↗](https://doi.org/10.1609/aaai.v30i1.10023)**Matthew Brown, Arunesh Sinha, Aaron Schlenker et al.*51 citations*
127. **[Robust Semi-Supervised Learning through Label Aggregation ↗](https://doi.org/10.1609/aaai.v30i1.10276)**Yan Yan, Zhongwen Xu, Ivor Wai-Hung Tsang et al.*51 citations*
128. **[Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet ↗](https://doi.org/10.1609/aaai.v30i1.10321)**Josu Goikoetxea, Eneko Agirre, Aitor Soroa*51 citations*
129. **[Wishart Mechanism for Differentially Private Principal Components Analysis ↗](https://doi.org/10.1609/aaai.v30i1.10185)**Wuxuan Jiang, Cong Xie, Zhihua Zhang*51 citations*
130. **[Bidirectional Search That Is Guaranteed to Meet in the Middle ↗](https://doi.org/10.1609/aaai.v30i1.10436)**Robert C. Holte, Ariel Felner, Guni Sharon et al.*50 citations*
131. **[Learning FRAME Models Using CNN Filters ↗](https://doi.org/10.1609/aaai.v30i1.10238)**Yang Lu, Song Chun Zhu, Ying Nian Wu*50 citations*
132. **[Shakeout: A New Regularized Deep Neural Network Training Scheme ↗](https://doi.org/10.1609/aaai.v30i1.10202)**Guoliang Kang, Jun Li, Dacheng Tao*49 citations*
133. **[Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction ↗](https://doi.org/10.1609/aaai.v30i1.10211)**Joey Tianyi Zhou, Sinno Jialin Pan, Ivor Wai-Hung Tsang et al.*49 citations*
134. **[Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning ↗](https://doi.org/10.1609/aaai.v30i1.10172)**Ying Wei, Yin Feng Zhu, Cane Wing-ki Leung et al.*48 citations*
135. **[MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction ↗](https://doi.org/10.1609/aaai.v30i1.10007)**Zeming Lin, Jack Lanchantin, Yanjun Qi*47 citations*
136. **[Numerical Relation Extraction with Minimal Supervision ↗](https://doi.org/10.1609/aaai.v30i1.10361)**Aman Madaan, Ashish Mittal, Mausam Mausam et al.*47 citations*
137. **[PEAK: Pyramid Evaluation via Automated Knowledge Extraction ↗](https://doi.org/10.1609/aaai.v30i1.10336)**Qian Yang, Rebecca J. Passonneau, Gerard de Melo*47 citations*
138. **[Text Simplification Using Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v30i1.9933)**Tong Wang, Ping Chen, John Rochford et al.*47 citations*
139. **[Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization ↗](https://doi.org/10.1609/aaai.v30i1.10160)**Xin Wang, Roger Donaldson, Christopher Nell et al.*46 citations*
140. **[Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization ↗](https://doi.org/10.1609/aaai.v30i1.10266)**Fanhua Shang, Yuanyuan Liu, James Sheung-Chak Cheng*46 citations*
141. **[Modeling Evolving Relationships Between Characters in Literary Novels ↗](https://doi.org/10.1609/aaai.v30i1.10358)**Snigdha Chaturvedi, Shashank Srivastava, Hal Daumé et al.*45 citations*
142. **[Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time ↗](https://doi.org/10.1609/aaai.v30i1.9893)**Zhiguang Cao, Hongliang Guo, Jie Zhang et al.*45 citations*
143. **[Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality ↗](https://doi.org/10.1609/aaai.v30i1.10082)**Hiromasa Arai, Crystal Maung, Ke Xu et al.*45 citations*
144. **[A Hidden Markov Model Approach to Infer Timescales for High-Resolution Climate Archives ↗](https://doi.org/10.1609/aaai.v30i2.19084)**Mai Winstrup*43 citations*
145. **[Dynamic Concept Composition for Zero-Example Event Detection ↗](https://doi.org/10.1609/aaai.v30i1.10474)**Xiaojun Chang, Yi Ping Yang, Guodong Long et al.*42 citations*
146. **[MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy ↗](https://doi.org/10.1609/aaai.v30i1.9886)**Michael Thomas Cox, Zohreh Alavi, Dustin Dannenhauer et al.*42 citations*
147. **[Morphological Segmentation with Window LSTM Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10363)**Linlin Wang, Zhu Cao, Xia Yu et al.*42 citations*
148. **[Social Role-Aware Emotion Contagion in Image Social Networks ↗](https://doi.org/10.1609/aaai.v30i1.10003)**Yang Yang, Jia Jia, Boya Wu et al.*42 citations*
149. **[A Semi-Supervised Learning Approach to Why-Question Answering ↗](https://doi.org/10.1609/aaai.v30i1.10388)**Jong–Hoon Oh, Kentaro Torisawa, Chikara Hashimoto et al.*41 citations*
150. **[Expected Tensor Decomposition with Stochastic Gradient Descent ↗](https://doi.org/10.1609/aaai.v30i1.10292)**Takanori Maehara, Kohei Hayashi, Ken‐ichi Kawarabayashi*41 citations*
151. **[Implicit Coordination in Crowded Multi-Agent Navigation ↗](https://doi.org/10.1609/aaai.v30i1.10131)**Julio Godoy, Ioannis Karamouzas, Stephen J. Guy et al.*41 citations*
152. **[Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective ↗](https://doi.org/10.1609/aaai.v30i1.9980)**Le Wu, Yong Ge, Qi Liu et al.*41 citations*
153. **[On the Effectiveness of Linear Models for One-Class Collaborative Filtering ↗](https://doi.org/10.1609/aaai.v30i1.9991)**Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al.*41 citations*
154. **[Efficient Collaborative Crowdsourcing ↗](https://doi.org/10.1609/aaai.v30i1.9941)**Zhengxiang Pan, Han Yu, Chunyan Miao et al.*40 citations*
155. **[Face Video Retrieval via Deep Learning of Binary Hash Representations ↗](https://doi.org/10.1609/aaai.v30i1.10445)**Zhen Dong, Su Jia, Tianfu Wu et al.*40 citations*
156. **[Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation ↗](https://doi.org/10.1609/aaai.v30i1.10191)**Chen Gong, Dacheng Tao, Jie Yang et al.*40 citations*
157. **[A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs ↗](https://doi.org/10.1609/aaai.v30i1.10422)**Krishnendu Chatterjee, Martin Chmelík, Jessica Davies*39 citations*
158. **[Approximate Probabilistic Inference via Word-Level Counting ↗](https://doi.org/10.1609/aaai.v30i1.10416)**Supratik Chakraborty, Kuldeep S. Meel, Rakesh Mistry et al.*39 citations*
159. **[Cold-Start Heterogeneous-Device Wireless Localization ↗](https://doi.org/10.1609/aaai.v30i1.10143)**Vincent Wenchen Zheng, Hong Cao, Shenghua Gao et al.*39 citations*
160. **[MC-HOG Correlation Tracking with Saliency Proposal ↗](https://doi.org/10.1609/aaai.v30i1.10450)**Guibo Zhu, Jinqiao Wang, Yi Wu et al.*39 citations*
161. **[Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior ↗](https://doi.org/10.1609/aaai.v30i1.9884)**Abhijit Mishra, Diptesh Kanojia, Pushpak Bhattacharyya*39 citations*
162. **[Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v30i1.10045)**Jiří Čermák, Branislav Bošanský, Karel Durkota et al.*39 citations*
163. **[Artificial Swarm Intelligence, a Human-in-the-Loop Approach to A.I. ↗](https://doi.org/10.1609/aaai.v30i1.9833)**Louis B. Rosenberg*38 citations*
164. **[Authorship Attribution Using a Neural Network Language Model ↗](https://doi.org/10.1609/aaai.v30i1.9924)**Zhenhao Ge, Yufang Sun, Mark J. T. Smith*38 citations*
165. **[Global Distant Supervision for Relation Extraction ↗](https://doi.org/10.1609/aaai.v30i1.10377)**Xianpei Han, Le Sun*38 citations*
166. **[Towards Optimal Binary Code Learning via Ordinal Embedding ↗](https://doi.org/10.1609/aaai.v30i1.10167)**Hong Liu, Rongrong Ji, Yongjian Wu et al.*38 citations*
167. **[A Joint Model for Question Answering over Multiple Knowledge Bases ↗](https://doi.org/10.1609/aaai.v30i1.10381)**Yuanzhe Zhang, Shizhu He, Kang Liu et al.*37 citations*
168. **[Assumed Density Filtering Methods for Learning Bayesian Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10296)**Soumya Ghosh, Francesco M. Delle Fave, Jonathan S. Yedidia*37 citations*
169. **[Capturing Semantic Correlation for Item Recommendation in Tagging Systems ↗](https://doi.org/10.1609/aaai.v30i1.9978)**Chaochao Chen, Xiaolin Zheng, Yan Wang et al.*37 citations*
170. **[Image Privacy Prediction Using Deep Features ↗](https://doi.org/10.1609/aaai.v30i1.9942)**Ashwini Tonge, Cornelia Caragea*37 citations*
171. **[Joint Word Representation Learning Using a Corpus and a Semantic Lexicon ↗](https://doi.org/10.1609/aaai.v30i1.10340)**Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara et al.*37 citations*
172. **[Monte Carlo Tree Search for Multi-Robot Task Allocation ↗](https://doi.org/10.1609/aaai.v30i1.9945)**Bilal Kartal, Ernesto Nunes, Julio Godoy et al.*36 citations*
173. **[Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks ↗](https://doi.org/10.1609/aaai.v30i1.10030)**Mengchen Zhao, Bo An, Christopher D. Kiekintveld*36 citations*
174. **[Personalized Microblog Sentiment Classification via Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v30i1.10378)**Fangzhao Wu, Yongfeng Huang*36 citations*
175. **[Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media ↗](https://doi.org/10.1609/aaai.v30i2.19072)**Adam Sadilek, Henry Kautz, Lauren DiPrete et al.*35 citations*
176. **[Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text ↗](https://doi.org/10.1609/aaai.v30i1.10337)**Sahil Garg, Aram Galstyan, Ulf Hermjakob et al.*35 citations*
177. **[Goal Recognition Design with Non-Observable Actions ↗](https://doi.org/10.1609/aaai.v30i1.10403)**Sarah Keren, Avigdor Gal, Erez Karpas*35 citations*
178. **[Graph-without-cut: An Ideal Graph Learning for Image Segmentation ↗](https://doi.org/10.1609/aaai.v30i1.10177)**Lianli Gao, Jingkuan Song, Feiping Nie et al.*35 citations*
179. **[On the Differential Privacy of Bayesian Inference ↗](https://doi.org/10.1609/aaai.v30i1.10254)**Zuhe Zhang, Benjamin I. P. Rubinstein, Christos Dimitrakakis*35 citations*
180. **[Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments ↗](https://doi.org/10.1609/aaai.v30i1.10038)**Haris Aziz, Omer Lev, Nicholas Mattei et al.*35 citations*
181. **[Agreement on Target-Bidirectional LSTMs for Sequence-to-Sequence Learning ↗](https://doi.org/10.1609/aaai.v30i1.10327)**Lemao Liu, Andrew Finch, Masao Utiyama et al.*34 citations*
182. **[Computing Optimal Monitoring Strategy for Detecting Terrorist Plots ↗](https://doi.org/10.1609/aaai.v30i1.10028)**Zhen Wang, Yue Yin, Bo An*34 citations*
183. **[Inferring Interpersonal Relations in Narrative Summaries ↗](https://doi.org/10.1609/aaai.v30i1.10349)**Shashank Srivastava, Snigdha Chaturvedi, Tom M. Mitchell*34 citations*
184. **[Recognizing Actions in 3D Using Action-Snippets and Activated Simplices ↗](https://doi.org/10.1609/aaai.v30i1.10456)**Chunyu Wang, John Flynn, Yizhou Wang et al.*34 citations*
185. **[ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources ↗](https://doi.org/10.1609/aaai.v30i1.9996)**Mehdi Samadi, Partha Pratim Talukdar, Manuela Veloso et al.*33 citations*
186. **[ConTaCT: Deciding to Communicate during Time-Critical Collaborative Tasks in Unknown, Deterministic Domains ↗](https://doi.org/10.1609/aaai.v30i1.10123)**Vaibhav Vasant Unhelkar, Julie Shah*33 citations*
187. **[Consensus Guided Unsupervised Feature Selection ↗](https://doi.org/10.1609/aaai.v30i1.10221)**Hongfu Liu, Ming Shao, Yun Fu*33 citations*
188. **[DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks ↗](https://doi.org/10.1609/aaai.v30i1.10063)**Biao Wang, Ge Chen, Luoyi Fu et al.*33 citations*
189. **[Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms ↗](https://doi.org/10.1609/aaai.v30i1.10320)**Pooria Joulani, András György, Csaba Szepesvári*33 citations*
190. **[Face Behind Makeup ↗](https://doi.org/10.1609/aaai.v30i1.10002)**Shuyang Wang, Yun Fu*33 citations*
191. **[Graphical Hedonic Games of Bounded Treewidth ↗](https://doi.org/10.1609/aaai.v30i1.10046)**Dominik Peters*33 citations*
192. **[Scientific Ranking over Heterogeneous Academic Hypernetwork ↗](https://doi.org/10.1609/aaai.v30i1.10004)**Ronghua Liang, Xiaorui Jiang*33 citations*
193. **[Selecting Near-Optimal Learners via Incremental Data Allocation ↗](https://doi.org/10.1609/aaai.v30i1.10316)**Ashish Sabharwal, Horst Samulowitz, Gerald J. Tesauro*33 citations*
194. **[Topic Concentration in Query Focused Summarization Datasets ↗](https://doi.org/10.1609/aaai.v30i1.10323)**Tal Baumel, Raphael Cohen, Michael Elhadad*33 citations*
195. **[Commonsense Interpretation of Triangle Behavior ↗](https://doi.org/10.1609/aaai.v30i1.9881)**Andrew S. Gordon*32 citations*
196. **[Discovering User Attribute Stylistic Differences via Paraphrasing ↗](https://doi.org/10.1609/aaai.v30i1.10393)**Daniel Preoțiuc-Pietro, Wei Hong Xu, Lyle Ungar*32 citations*
197. **[Explaining Inconsistency-Tolerant Query Answering over Description Logic Knowledge Bases ↗](https://doi.org/10.1609/aaai.v30i1.10092)**Meghyn Bienvenu, Camille Bourgaux, François Goasdoué*32 citations*
198. **[Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification ↗](https://doi.org/10.1609/aaai.v30i1.10219)**Meng Yang, Weiyang Liu, Weixin Luo et al.*31 citations*
199. **[Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects ↗](https://doi.org/10.1609/aaai.v30i1.10476)**Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi et al.*31 citations*
200. **[Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation ↗](https://doi.org/10.1609/aaai.v30i1.10351)**Meng Zhang, Yang Liu, Huanbo Luan et al.*31 citations*

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