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# Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers

782 papers · page 3 of 8 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2017](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/)

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201. **[Natural Language Acquisition and Grounding for Embodied Robotic Systems ↗](https://doi.org/10.1609/aaai.v31i1.11161)**Muhannad Alomari, Paul Duckworth, David Hogg et al.*43 citations*
202. **[Label-Free Supervision of Neural Networks with Physics and Domain Knowledge ↗](https://doi.org/10.1609/aaai.v31i1.10934)**Russell Stewart, Stefano Ermon*42 citations*
203. **[Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning ↗](https://doi.org/10.1609/aaai.v31i1.10861)**Kun Song, Feiping Nie, Junwei Han et al.*42 citations*
204. **[Sparse Deep Transfer Learning for Convolutional Neural Network ↗](https://doi.org/10.1609/aaai.v31i1.10801)**Jiaming Liu, Yali Wang, Yu Qiao*42 citations*
205. **[Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters ↗](https://doi.org/10.1609/aaai.v31i1.11240)**AJ Piergiovanni, Chenyou Fan, Michael S. Ryoo*42 citations*
206. **[A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents ↗](https://doi.org/10.1609/aaai.v31i2.19088)**Rabah A. Al-Zaidy, Clyde Lee Giles*41 citations*
207. **[Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization ↗](https://doi.org/10.1609/aaai.v31i1.10940)**Zhouyuan Huo, Heng Huang*41 citations*
208. **[Non-Monotone DR-Submodular Function Maximization ↗](https://doi.org/10.1609/aaai.v31i1.10653)**Tasuku Soma, Yuichi Yoshida*41 citations*
209. **[Quantifying and Detecting Collective Motion by Manifold Learning ↗](https://doi.org/10.1609/aaai.v31i1.11209)**Qi Wang, Mulin Chen, Xuelong Li*41 citations*
210. **[Scalable Feature Selection via Distributed Diversity Maximization ↗](https://doi.org/10.1609/aaai.v31i1.10926)**Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni et al.*41 citations*
211. **[Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation ↗](https://doi.org/10.1609/aaai.v31i1.10822)**Peng Hou, Xin Geng, Zengwei Huo et al.*41 citations*
212. **[Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation ↗](https://doi.org/10.1609/aaai.v31i1.10717)**Cao Xiao, Ping Zhang, Wanpracha Art Chaovalitwongse et al.*40 citations*
213. **[Accelerated Vector Pruning for Optimal POMDP Solvers ↗](https://doi.org/10.1609/aaai.v31i1.11032)**Erwin Walraven, Matthijs T. J. Spaan*39 citations*
214. **[Collaborative Company Profiling: Insights from an Employee's Perspective ↗](https://doi.org/10.1609/aaai.v31i1.10751)**Hao Lin, Hengshu Zhu, Yuan Zuo et al.*39 citations*
215. **[Collective Multiagent Sequential Decision Making Under Uncertainty ↗](https://doi.org/10.1609/aaai.v31i1.10708)**Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau*39 citations*
216. **[Deep Learning Quadcopter Control via Risk-Aware Active Learning ↗](https://doi.org/10.1609/aaai.v31i1.11041)**Olov Andersson, Mariusz Wzorek, Patrick Doherty*39 citations*
217. **[Large-Scale Occupational Skills Normalization for Online Recruitment ↗](https://doi.org/10.1609/aaai.v31i2.19086)**Faizan Javed, Phuong Chi Hoang, Thomas Mahoney et al.*39 citations*
218. **[Real-Time Indoor Localization in Smart Homes Using Semi-Supervised Learning ↗](https://doi.org/10.1609/aaai.v31i2.19093)**Negar Ghourchian, Michel Allegue‐Martínez, Doina Precup*39 citations*
219. **[Dynamic Thresholding and Pruning for Regret Minimization ↗](https://doi.org/10.1609/aaai.v31i1.10603)**Noam Brown, Christian Kroer, Tüomas Sandholm*38 citations*
220. **[Low-Rank Factorization of Determinantal Point Processes ↗](https://doi.org/10.1609/aaai.v31i1.10869)**Mike Gartrell, Ulrich Paquet, Noam Koenigstein*38 citations*
221. **[Self-Correcting Models for Model-Based Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v31i1.10850)**Erik Talvitie*38 citations*
222. **[Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices ↗](https://doi.org/10.1609/aaai.v31i1.10619)**Yang Liu, Yiling Chen*38 citations*
223. **[Where to Add Actions in Human-in-the-Loop Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v31i1.10945)**Travis Mandel, Yun-En Liu, Emma Brunskill et al.*38 citations*
224. **[Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost ↗](https://doi.org/10.1609/aaai.v31i1.11099)**Xingchang Huang, Yanghui Rao, Haoran Xie et al.*37 citations*
225. **[Incidental Supervision: Moving beyond Supervised Learning ↗](https://doi.org/10.1609/aaai.v31i1.11146)**Dan Roth*37 citations*
226. **[Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling ↗](https://doi.org/10.1609/aaai.v31i1.10832)**Minnan Luo, Feiping Nie, Xiaojun Chang et al.*37 citations*
227. **[Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification ↗](https://doi.org/10.1609/aaai.v31i1.10741)**Xiao‐Yuan Jing, Fei Wu, Xiwei Dong et al.*37 citations*
228. **[Simultaneous Clustering and Ensemble ↗](https://doi.org/10.1609/aaai.v31i1.10720)**Zhiqiang Tao, Hongfu Liu, Yun Fu*37 citations*
229. **[Active Video Summarization: Customized Summaries via On-line Interaction with the User ↗](https://doi.org/10.1609/aaai.v31i1.11234)**Ana García del Molino, Xavier Boix, Joo‐Hwee Lim et al.*36 citations*
230. **[Efficient Parameter Importance Analysis via Ablation with Surrogates ↗](https://doi.org/10.1609/aaai.v31i1.10657)**André Biedenkapp, Marius Lindauer, Katharina Eggensperger et al.*36 citations*
231. **[What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain ↗](https://doi.org/10.1609/aaai.v31i1.10612)**Edith Elkind, Piotr Faliszewski, Jean‐François Laslier et al.*36 citations*
232. **[A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis ↗](https://doi.org/10.1609/aaai.v31i1.10655)**Mingyu Xiao, Weibo Lin, Yuanshun Dai et al.*35 citations*
233. **[A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization ↗](https://doi.org/10.1609/aaai.v31i1.10833)**Hanyang Peng, Yong Fan A*35 citations*
234. **[Calories Prediction from Food Images ↗](https://doi.org/10.1609/aaai.v31i2.19092)**Manal Chokr, Shady Elbassuoni*35 citations*
235. **[Collaborative Planning with Encoding of Users' High-Level Strategies ↗](https://doi.org/10.1609/aaai.v31i1.10627)**Joseph Kim, Christopher L. Banks, Julie Shah*35 citations*
236. **[Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm ↗](https://doi.org/10.1609/aaai.v31i1.10886)**Xiawei Guo, Quanming Yao, James Tin-Yau Kwok*35 citations*
237. **[Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units ↗](https://doi.org/10.1609/aaai.v31i1.10759)**Wenling Shang, Justin Chiu, Kihyuk Sohn*35 citations*
238. **[Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy ↗](https://doi.org/10.1609/aaai.v31i1.10676)**Jiaqing Liang, Yanghua Xiao, Yi Zhang et al.*35 citations*
239. **[Integration of Planning with Recognition for Responsive Interaction Using Classical Planners ↗](https://doi.org/10.1609/aaai.v31i1.11188)**Richard G. Freedman, Shlomo Zilberstein B*35 citations*
240. **[A Unified Convex Surrogate for the Schatten-p Norm ↗](https://doi.org/10.1609/aaai.v31i1.10646)**Chen Xu, Zhouchen Lin, Hongbin Zha*34 citations*
241. **[Automated Data Extraction Using Predictive Program Synthesis ↗](https://doi.org/10.1609/aaai.v31i1.10668)**Mohammad Raza, Sumit Gulwani*34 citations*
242. **[Bilateral k-Means Algorithm for Fast Co-Clustering ↗](https://doi.org/10.1609/aaai.v31i1.10860)**Junwei Han, Kun Song, Feiping Nie et al.*34 citations*
243. **[Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery ↗](https://doi.org/10.1609/aaai.v31i1.10670)**Hengyang Lu, Luyao Xie, Ning Kang et al.*34 citations*
244. **[Towards User Personality Profiling from Multiple Social Networks ↗](https://doi.org/10.1609/aaai.v31i1.11105)**Kseniya Buraya, Aleksandr Farseev, Andrey A. Filchenkov et al.*34 citations*
245. **[Causal Discovery Using Regression-Based Conditional Independence Tests ↗](https://doi.org/10.1609/aaai.v31i1.10698)**Hao Zhang, Shuigeng Zhou, Kun Zhang et al.*33 citations*
246. **[Condensed Memory Networks for Clinical Diagnostic Inferencing ↗](https://doi.org/10.1609/aaai.v31i1.10964)**Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan et al.*33 citations*
247. **[Gated Neural Networks for Option Pricing: Rationality by Design ↗](https://doi.org/10.1609/aaai.v31i1.10505)**Yongxin Yang, Yu Zheng, Timothy M. Hospedales*33 citations*
248. **[Learning Patch-Based Dynamic Graph for Visual Tracking ↗](https://doi.org/10.1609/aaai.v31i1.11200)**Chenglong Li, Liang Lin, Wangmeng Zuo et al.*33 citations*
249. **[Local Centroids Structured Non-Negative Matrix Factorization ↗](https://doi.org/10.1609/aaai.v31i1.10944)**Hongchang Gao, Feiping Nie, Heng Huang*33 citations*
250. **[Multi-View Correlated Feature Learning by Uncovering Shared Component ↗](https://doi.org/10.1609/aaai.v31i1.10823)**Xiaowei Xue, Feiping Nie, Sen Wang et al.*33 citations*
251. **[On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems ↗](https://doi.org/10.1609/aaai.v31i1.10633)**Besmira Nushi, Ece Semiha Kamar, Eric Horvitz et al.*33 citations*
252. **[Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines ↗](https://doi.org/10.1609/aaai.v31i2.19095)**Yuji Horiguchi, Yukino Baba, Hisashi Kashima et al.*33 citations*
253. **[Exploring Commonality and Individuality for Multi-Modal Curriculum Learning ↗](https://doi.org/10.1609/aaai.v31i1.10774)**Chen Gong*32 citations*
254. **[StructInf: Mining Structural Influence from Social Streams ↗](https://doi.org/10.1609/aaai.v31i1.10512)**Jing Zhang, Jie Tang, Yuanyi Zhong et al.*32 citations*
255. **[The AI Rebellion: Changing the Narrative ↗](https://doi.org/10.1609/aaai.v31i1.11141)**David W. Aha, Alexandra Coman*32 citations*
256. **[TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning ↗](https://doi.org/10.1609/aaai.v31i1.10497)**Aleksandr Farseev, Tat‐Seng Chua*32 citations*
257. **[On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment ↗](https://doi.org/10.1609/aaai.v31i1.11020)**Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella et al.*31 citations*
258. **[Social Choice Under Metric Preferences: Scoring Rules and STV ↗](https://doi.org/10.1609/aaai.v31i1.10591)**Piotr Skowron, Edith Elkind*31 citations*
259. **[Group Activity Selection on Social Networks ↗](https://doi.org/10.1609/aaai.v31i1.10617)**Ayumi Igarashi, Dominik Peters, Edith Elkind*30 citations*
260. **[Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis ↗](https://doi.org/10.1609/aaai.v31i1.10871)**Xiaonan Song, Haiping Lu*30 citations*
261. **[TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records ↗](https://doi.org/10.1609/aaai.v31i1.10864)**Kai Yang, Xiang Li, Haifeng Liu et al.*30 citations*
262. **[Between Subgraph Isomorphism and Maximum Common Subgraph ↗](https://doi.org/10.1609/aaai.v31i1.11137)**Ruth Hoffmann, Ciaran McCreesh, Craig Reilly*29 citations*
263. **[Predicting Latent Narrative Mood Using Audio and Physiologic Data ↗](https://doi.org/10.1609/aaai.v31i1.10625)**Tuka Alhanai, Mohammad M. Ghassemi*29 citations*
264. **[Progressive Prediction of Student Performance in College Programs ↗](https://doi.org/10.1609/aaai.v31i1.10713)**Jie Xu, Yuli Han, Daniel Marcu et al.*29 citations*
265. **[Transitive Hashing Network for Heterogeneous Multimedia Retrieval ↗](https://doi.org/10.1609/aaai.v31i1.10487)**Zhangjie Cao, Mingsheng Long, Jianmin Wang et al.*29 citations*
266. **[Efficient Object Instance Search Using Fuzzy Objects Matching ↗](https://doi.org/10.1609/aaai.v31i1.11192)**Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee et al.*28 citations*
267. **[Multivariate Hawkes Processes for Large-Scale Inference ↗](https://doi.org/10.1609/aaai.v31i1.10846)**Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos*28 citations*
268. **[Phragmén’s Voting Methods and Justified Representation ↗](https://doi.org/10.1609/aaai.v31i1.10598)**Markus Brill, Rupert Freeman, Svante Janson et al.*28 citations*
269. **[Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions ↗](https://doi.org/10.1609/aaai.v31i1.10844)**Alejandro Molina, Sriraam Natarajan, Kristian Kersting*28 citations*
270. **[Portfolio Selection via Subset Resampling ↗](https://doi.org/10.1609/aaai.v31i1.10728)**Weiwei Shen, Jun Wang*28 citations*
271. **[Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing ↗](https://doi.org/10.1609/aaai.v31i2.19104)**Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh et al.*28 citations*
272. **[Preferences Single-Peaked on a Circle ↗](https://doi.org/10.1609/aaai.v31i1.10615)**Dominik Peters, Martin Lackner*28 citations*
273. **[Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision ↗](https://doi.org/10.1609/aaai.v31i1.10988)**Meng Zhang, Haoruo Peng, Yang Liu et al.*27 citations*
274. **[Deep Collective Inference ↗](https://doi.org/10.1609/aaai.v31i1.10868)**John Moore, Jennifer Neville*27 citations*
275. **[Detection and Recognition of Text Embedded in Online Images via Neural Context Models ↗](https://doi.org/10.1609/aaai.v31i1.11189)**Chulmoo Kang, Gunhee Kim, Suk In Yoo*27 citations*
276. **[Universum Prescription: Regularization Using Unlabeled Data ↗](https://doi.org/10.1609/aaai.v31i1.10768)**Xiang Zhang, Yann LeCun*27 citations*
277. **[Abstraction in Situation Calculus Action Theories ↗](https://doi.org/10.1609/aaai.v31i1.10693)**Bita Banihashemi, Giuseppe De Giacomo, Yves Lespérance*26 citations*
278. **[Additional Multi-Touch Attribution for Online Advertising ↗](https://doi.org/10.1609/aaai.v31i1.10737)**Wendi Ji, Xiaoling Wang*26 citations*
279. **[ParkUs: A Novel Vehicle Parking Detection System ↗](https://doi.org/10.1609/aaai.v31i2.19090)**Pietro Carnelli, Joy Yeh, Mahesh Sooriyabandara et al.*26 citations*
280. **[Scanpath Complexity: Modeling Reading Effort Using Gaze Information ↗](https://doi.org/10.1609/aaai.v31i1.11159)**Abhijit Mishra, Diptesh Kanojia, Seema Nagar et al.*26 citations*
281. **[A Framework of Online Learning with Imbalanced Streaming Data ↗](https://doi.org/10.1609/aaai.v31i1.10837)**Yan Yan, Tianbao Yang, Yi Ping Yang et al.*25 citations*
282. **[Dynamically Constructed (PO)MDPs for Adaptive Robot Planning ↗](https://doi.org/10.1609/aaai.v31i1.11042)**Shiqi Zhang, Piyush Khandelwal, Peter Stone*25 citations*
283. **[Going Beyond Primal Treewidth for (M)ILP ↗](https://doi.org/10.1609/aaai.v31i1.10644)**Robert Ganian, Sebastian Ordyniak, M. Ramanujan*25 citations*
284. **[Grounded Action Transformation for Robot Learning in Simulation ↗](https://doi.org/10.1609/aaai.v31i1.11124)**Josiah P. Hanna, PETER R. STONE*25 citations*
285. **[Matrix Factorisation for Scalable Energy Breakdown ↗](https://doi.org/10.1609/aaai.v31i1.11179)**Nipun Batra, Hongning Wang, Amarjeet Singh et al.*25 citations*
286. **[Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process ↗](https://doi.org/10.1609/aaai.v31i1.10634)**Takeru Sunahase, Yukino Baba, Hisashi Kashima*25 citations*
287. **[Progress and Challenges in Research on Cognitive Architectures ↗](https://doi.org/10.1609/aaai.v31i1.11150)**Pat Langley*25 citations*
288. **[Proper Proxy Scoring Rules ↗](https://doi.org/10.1609/aaai.v31i1.10590)**Jens Witkowski, Pavel Dimitrov Atanasov, Lyle Ungar et al.*25 citations*
289. **[Robust Visual Tracking via Local-Global Correlation Filter ↗](https://doi.org/10.1609/aaai.v31i1.11207)**Heng Fan, Jinhai Xiang*25 citations*
290. **[Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming ↗](https://doi.org/10.1609/aaai.v31i1.10889)**Haiming Xu, Hui Xue, Xiao-Hong Chen et al.*25 citations*
291. **[Two-Dimensional PCA with F-Norm Minimization ↗](https://doi.org/10.1609/aaai.v31i1.10798)**Qianqian Wang, Quanxue Gao*25 citations*
292. **[Beyond RPCA: Flattening Complex Noise in the Frequency Domain ↗](https://doi.org/10.1609/aaai.v31i1.10790)**Yunhe Wang, Chang Xu, Chao Xu et al.*24 citations*
293. **[CLARE: A Joint Approach to Label Classification and Tag Recommendation ↗](https://doi.org/10.1609/aaai.v31i1.10479)**Yilin Wang, Suhang Wang, Jiliang Tang et al.*24 citations*
294. **[Causal Effect Identification by Adjustment under Confounding and Selection Biases ↗](https://doi.org/10.1609/aaai.v31i1.11060)**Juan D. Correa, Elias Bareinboim*24 citations*
295. **[Enabling Dark Energy Science with Deep Generative Models of Galaxy Images ↗](https://doi.org/10.1609/aaai.v31i1.10755)**Siamak Ravanbakhsh, François Lanusse, Rachel Mandelbaum et al.*24 citations*
296. **[Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation ↗](https://doi.org/10.1609/aaai.v31i1.10491)**Zhu Sun, Jie Chi Yang, Jie Zhang et al.*24 citations*
297. **[Improving Word Embeddings with Convolutional Feature Learning and Subword Information ↗](https://doi.org/10.1609/aaai.v31i1.10993)**Shaosheng Cao, Wei Lu*24 citations*
298. **[LPMLN, Weak Constraints, and P-log ↗](https://doi.org/10.1609/aaai.v31i1.10686)**Joohyung Lee, Zhun Yang*24 citations*
299. **[Regularization for Unsupervised Deep Neural Nets ↗](https://doi.org/10.1609/aaai.v31i1.10787)**Baiyang Wang, Diego Klabjan*24 citations*
300. **[Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data ↗](https://doi.org/10.1609/aaai.v31i1.11167)**Souhaib Ben Taieb, Jiafan Yu, Mateus Barreto et al.*24 citations*

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