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

782 papers · page 5 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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401. **[Recurrent Attentional Topic Model ↗](https://doi.org/10.1609/aaai.v31i1.10972)**Shuangyin Li, Yu Zhang, Rong Pan et al.*15 citations*
402. **[SCOPE: Scalable Composite Optimization for Learning on Spark ↗](https://doi.org/10.1609/aaai.v31i1.10920)**Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi et al.*15 citations*
403. **[Collaborative User Clustering for Short Text Streams ↗](https://doi.org/10.1609/aaai.v31i1.11011)**Shangsong Liang, Zhaochun Ren, Emine Yılmaz et al.*14 citations*
404. **[Cost-Sensitive Feature Selection via F-Measure Optimization Reduction ↗](https://doi.org/10.1609/aaai.v31i1.10770)**Meng Liu, Chang Xu, Yong Luo et al.*14 citations*
405. **[Cross-Domain Kernel Induction for Transfer Learning ↗](https://doi.org/10.1609/aaai.v31i1.10901)**Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu et al.*14 citations*
406. **[Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information ↗](https://doi.org/10.1609/aaai.v31i1.11175)**Yexiang Xue, Xiaojian Wu, Dana J. Morin et al.*14 citations*
407. **[Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v31i1.10818)**Wei Wang, Hao Wang, Chen Zhang et al.*14 citations*
408. **[Goal Operations for Cognitive Systems ↗](https://doi.org/10.1609/aaai.v31i1.11163)**Michael Thomas Cox, Dustin Dannenhauer, Sravya Kondrakunta*14 citations*
409. **[Improving Surveillance Using Cooperative Target Observation ↗](https://doi.org/10.1609/aaai.v31i1.10707)**Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri*14 citations*
410. **[Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning ↗](https://doi.org/10.1609/aaai.v31i1.11034)**Vikas Shivashankar, Ron Alford, David W. Aha*14 citations*
411. **[Maximum Model Counting ↗](https://doi.org/10.1609/aaai.v31i1.11138)**Daniel J. Fremont, Markus N. Rabe, Sanjit Arunkumar Seshia*14 citations*
412. **[Multiwinner Approval Rules as Apportionment Methods ↗](https://doi.org/10.1609/aaai.v31i1.10600)**Markus Brill, Jean‐François Laslier, Piotr Skowron*14 citations*
413. **[Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting ↗](https://doi.org/10.1609/aaai.v31i1.10783)**Lin Chen, Hamed Hassani, Amin Karbasi*14 citations*
414. **[Optimal Sequential Drilling for Hydrocarbon Field Development Planning ↗](https://doi.org/10.1609/aaai.v31i2.19103)**Rubén Rodríguez Torrado, Jesús Ríos, Gerald J. Tesauro*14 citations*
415. **[Recognising Multidimensional Euclidean Preferences ↗](https://doi.org/10.1609/aaai.v31i1.10616)**Dominik Peters*14 citations*
416. **[Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis ↗](https://doi.org/10.1609/aaai.v31i1.10773)**Zhourong Chen, Nevin Lianwen Zhang, Dit‐Yan Yeung et al.*14 citations*
417. **[Structure Regularized Unsupervised Discriminant Feature Analysis ↗](https://doi.org/10.1609/aaai.v31i1.10789)**Mingyu Fan, Xiaojun Chang, Dacheng Tao*14 citations*
418. **[Thompson Sampling for Stochastic Bandits with Graph Feedback ↗](https://doi.org/10.1609/aaai.v31i1.10897)**Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi*14 citations*
419. **[Translation Prediction with Source Dependency-Based Context Representation ↗](https://doi.org/10.1609/aaai.v31i1.10978)**Kehai Chen, Tiejun Zhao, Muyun Yang et al.*14 citations*
420. **[Tsallis Regularized Optimal Transport and Ecological Inference ↗](https://doi.org/10.1609/aaai.v31i1.10854)**Boris Muzellec, Richard Nock, Giorgio Patrini et al.*14 citations*
421. **[A Dynamic Window Neural Network for CCG Supertagging ↗](https://doi.org/10.1609/aaai.v31i1.10992)**Huijia Wu, Jiajun Zhang, Chengqing Zong*13 citations*
422. **[Automated Data Cleansing through Meta-Learning ↗](https://doi.org/10.1609/aaai.v31i2.19107)**Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh*13 citations*
423. **[Boosting for Real-Time Multivariate Time Series Classification ↗](https://doi.org/10.1609/aaai.v31i1.11114)**Haishuai Wang, Jun Wu*13 citations*
424. **[Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge ↗](https://doi.org/10.1609/aaai.v31i1.11152)**Wang-Zhou Dai, Zhi‐Hua Zhou*13 citations*
425. **[Convex Co-Embedding for Matrix Completion with Predictive Side Information ↗](https://doi.org/10.1609/aaai.v31i1.10788)**Yuhong Guo*13 citations*
426. **[Deep Music: Towards Musical Dialogue ↗](https://doi.org/10.1609/aaai.v31i1.10544)**Mason Bretan, Sageev Oore, Jesse Engel et al.*13 citations*
427. **[Deterministic Attention for Sequence-to-Sequence Constituent Parsing ↗](https://doi.org/10.1609/aaai.v31i1.10967)**Chunpeng Ma, Lemao Liu, Akihiro Tamura et al.*13 citations*
428. **[Efficient Stochastic Optimization for Low-Rank Distance Metric Learning ↗](https://doi.org/10.1609/aaai.v31i1.10649)**Jie Zhang, Lijun Zhang*13 citations*
429. **[Extensive-Form Perfect Equilibrium Computation in Two-Player Games ↗](https://doi.org/10.1609/aaai.v31i1.10571)**Gabriele Farina, Nicola Gatti*13 citations*
430. **[From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach ↗](https://doi.org/10.1609/aaai.v31i1.10870)**Sarah Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi et al.*13 citations*
431. **[Hindsight Optimization for Hybrid State and Action MDPs ↗](https://doi.org/10.1609/aaai.v31i1.11056)**Aswin Raghavan, Scott Sanner, Roni Khardon et al.*13 citations*
432. **[Network, Popularity and Social Cohesion: A Game-Theoretic Approach ↗](https://doi.org/10.1609/aaai.v31i1.10568)**Jiamou Liu, Ziheng Wei*13 citations*
433. **[Strategic Social Network Analysis ↗](https://doi.org/10.1609/aaai.v31i1.11142)**Tomasz Michalak, Talal Rahwan, Michael Wooldridge*13 citations*
434. **[Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem ↗](https://doi.org/10.1609/aaai.v31i1.10659)**Maximilian Katzmann, Christian Komusiewicz*13 citations*
435. **[Towards Continuous Scientific Data Analysis and Hypothesis Evolution ↗](https://doi.org/10.1609/aaai.v31i1.11157)**Yolanda Gil, Daniel Garijo, Varun Ratnakar et al.*13 citations*
436. **[Unsupervised Learning for Lexicon-Based Classification ↗](https://doi.org/10.1609/aaai.v31i1.10965)**Jacob Eisenstein*13 citations*
437. **[A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution ↗](https://doi.org/10.1609/aaai.v31i1.10636)**Arya Mazumdar, Barna Saha*12 citations*
438. **[Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs ↗](https://doi.org/10.1609/aaai.v31i1.11037)**Frits de Nijs, Erwin Walraven, Mathijs M. De Weerdt et al.*12 citations*
439. **[CBRAP: Contextual Bandits with RAndom Projection ↗](https://doi.org/10.1609/aaai.v31i1.10888)**Xiaotian Yu, Michael Rung-Tsong Lyu, Irwin King*12 citations*
440. **[Decentralized Planning in Stochastic Environments with Submodular Rewards ↗](https://doi.org/10.1609/aaai.v31i1.10709)**Rajiv Kumar, Pradeep Reddy Varakantham, Akshat Kumar*12 citations*
441. **[ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems ↗](https://doi.org/10.1609/aaai.v31i1.10743)**Dongsheng Li, Chao Chen, Qin Lv et al.*12 citations*
442. **[Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising ↗](https://doi.org/10.1609/aaai.v31i1.10494)**Jia Zhang, Zheng Wang, Qian Li et al.*12 citations*
443. **[Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction ↗](https://doi.org/10.1609/aaai.v31i1.10762)**Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka et al.*12 citations*
444. **[Learning to Prune Dominated Action Sequences in Online Black-Box Planning ↗](https://doi.org/10.1609/aaai.v31i1.10663)**Yuu Jinnai, Alex S. Fukunaga*12 citations*
445. **[MPGL: An Efficient Matching Pursuit Method for Generalized LASSO ↗](https://doi.org/10.1609/aaai.v31i1.10819)**Dong Gong, Mingkui Tan, Yanning Zhang et al.*12 citations*
446. **[Optimizing Expectation with Guarantees in POMDPs ↗](https://doi.org/10.1609/aaai.v31i1.11046)**Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez et al.*12 citations*
447. **[Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction ↗](https://doi.org/10.1609/aaai.v31i1.10710)**Panagiotis Kouvaros, Alessio R. Lomuscio*12 citations*
448. **[Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable ↗](https://doi.org/10.1609/aaai.v31i1.11132)**M. Ramanujan, Stefan Szeider*12 citations*
449. **[Robust Execution of Probabilistic Temporal Plans ↗](https://doi.org/10.1609/aaai.v31i1.11019)**Kyle Lund, Sam Dietrich, Scott Chow et al.*12 citations*
450. **[Sparse Subspace Clustering by Learning Approximation ℓ0 Codes ↗](https://doi.org/10.1609/aaai.v31i1.10782)**Jun Li, Yu Kong, Yun Fu*12 citations*
451. **[The Multivariate Generalised von Mises Distribution: Inference and Applications ↗](https://doi.org/10.1609/aaai.v31i1.10943)**Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner*12 citations*
452. **[Three New Algorithms to Solve N-POMDPs ↗](https://doi.org/10.1609/aaai.v31i1.11169)**Yann Dujardin, Thomas G. Dietterich, Iadine Chadès*12 citations*
453. **[Top-k Hierarchical Classification ↗](https://doi.org/10.1609/aaai.v31i1.10813)**Sechan Oh*12 citations*
454. **[Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment ↗](https://doi.org/10.1609/aaai.v31i1.11193)**Zechao Li, Jinhui Tang*12 citations*
455. **[When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? ↗](https://doi.org/10.1609/aaai.v31i1.11156)**Smitha Milli, Falk Lieder, Thomas L. Griffiths*12 citations*
456. **[ARTY: Fueling Creativity through Art, Robotics and Technology for Youth ↗](https://doi.org/10.1609/aaai.v31i1.10552)**Debra T. Burhans, Karthik Dantu*11 citations*
457. **[Accelerating Multiagent Reinforcement Learning through Transfer Learning ↗](https://doi.org/10.1609/aaai.v31i1.10518)**Felipe da Silva, Anna Helena Reali Costa*11 citations*
458. **[Active Learning with Cross-Class Similarity Transfer ↗](https://doi.org/10.1609/aaai.v31i1.10712)**Yuchen Guo, Guiguang Ding, Yue Gao et al.*11 citations*
459. **[An Event Reconstruction Tool for Conflict Monitoring Using Social Media ↗](https://doi.org/10.1609/aaai.v31i1.10540)**Junwei Liang, Desai Fan, Han Lu et al.*11 citations*
460. **[Analogical Chaining with Natural Language Instruction for Commonsense Reasoning ↗](https://doi.org/10.1609/aaai.v31i1.11153)**Joseph A. Blass, Kenneth D. Forbus*11 citations*
461. **[Anytime Anyspace AND/OR Search for Bounding the Partition Function ↗](https://doi.org/10.1609/aaai.v31i1.10667)**Qi Lou, Rina Dechter, Alexander Ihler*11 citations*
462. **[Automated Design of Robust Mechanisms ↗](https://doi.org/10.1609/aaai.v31i1.10574)**Michael Albert, Vincent Conitzer, Peter Stone*11 citations*
463. **[Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks ↗](https://doi.org/10.1609/aaai.v31i1.10748)**Yinghuan Shi, Wenbin Li, Yang Gao et al.*11 citations*
464. **[Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation ↗](https://doi.org/10.1609/aaai.v31i1.11123)**Josiah P. Hanna, Peter Stone, Scott Niekum*11 citations*
465. **[Explaining Ourselves: Human-Aware Constraint Reasoning ↗](https://doi.org/10.1609/aaai.v31i1.11147)**Eugene C. Freuder*11 citations*
466. **[Kont: Computing Tradeoffs in Normative Multiagent Systems ↗](https://doi.org/10.1609/aaai.v31i1.10706)**Özgür Kafalı, Nirav Ajmeri, Munindar P. Singh*11 citations*
467. **[Learning Residual Alternating Automata ↗](https://doi.org/10.1609/aaai.v31i1.10891)**Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter et al.*11 citations*
468. **[Leveraging Video Descriptions to Learn Video Question Answering ↗](https://doi.org/10.1609/aaai.v31i1.11238)**Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang et al.*11 citations*
469. **[Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification ↗](https://doi.org/10.1609/aaai.v31i1.10840)**Xiaoke Zhu, Xiao‐Yuan Jing, Fei Wu et al.*11 citations*
470. **[Natural Language Dialogue for Building and Learning Models and Structures ↗](https://doi.org/10.1609/aaai.v31i1.10542)**Ian Perera, James F. Allen, Lucian Galescu et al.*11 citations*
471. **[On Pareto Optimality in Social Distance Games ↗](https://doi.org/10.1609/aaai.v31i1.10607)**Alkida Balliu, Michele Flammini, Dennis Olivetti*11 citations*
472. **[Personalized Donor-Recipient Matching for Organ Transplantation ↗](https://doi.org/10.1609/aaai.v31i1.10711)**Jinsung Yoon, Ahmed M. Alaa, Martín Cadeiras et al.*11 citations*
473. **[Probably Approximately Efficient Combinatorial Auctions via Machine Learning ↗](https://doi.org/10.1609/aaai.v31i1.10624)**Gianluca Brero, Benjamin Lubin, Sven Seuken*11 citations*
474. **[Problem Difficulty and the Phase Transition in Heuristic Search ↗](https://doi.org/10.1609/aaai.v31i1.10658)**Eldan Cohen, J. Christopher Beck*11 citations*
475. **[Profit-Driven Team Grouping in Social Networks ↗](https://doi.org/10.1609/aaai.v31i1.10513)**Shaojie Tang*11 citations*
476. **[Risk-Aware Planning: Methods and Case Study on Safe Driving Route ↗](https://doi.org/10.1609/aaai.v31i2.19099)**John C. Krumm, Eric Horvitz*11 citations*
477. **[Soft Video Parsing by Label Distribution Learning ↗](https://doi.org/10.1609/aaai.v31i1.10729)**Xin Geng, Miaogen Ling*11 citations*
478. **[Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning ↗](https://doi.org/10.1609/aaai.v31i1.11180)**André Ricardo Gonçalves, Arindam Banerjee, Fernando José Von Zuben*11 citations*
479. **[The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares ↗](https://doi.org/10.1609/aaai.v31i1.11051)**Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard M. Neumann*11 citations*
480. **[The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v31i1.10687)**Nausheen Fatma, Manoj Kumar Chinnakotla, Manish Shrivastava*11 citations*
481. **[Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure ↗](https://doi.org/10.1609/aaai.v31i1.10602)**Luis E. Ortiz, Mohammad Irfan*11 citations*
482. **[What's Hot in Evolutionary Computation ↗](https://doi.org/10.1609/aaai.v31i1.10639)**Tobias Friedrich, Frank Neumann*11 citations*
483. **[A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search ↗](https://doi.org/10.1609/aaai.v31i1.10645)**Tobias Friedrich, Timo Kötzing, Markus Wagner*10 citations*
484. **[Axiomatic Characterization of Game-Theoretic Network Centralities ↗](https://doi.org/10.1609/aaai.v31i1.10580)**Oskar Skibski, Tomasz Michalak, Talal Rahwan*10 citations*
485. **[Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions ↗](https://doi.org/10.1609/aaai.v31i1.10704)**The Anh Han, Luı́s Moniz Pereira, Luis A. Martínez-Vaquero et al.*10 citations*
486. **[Deep Hashing: A Joint Approach for Image Signature Learning ↗](https://doi.org/10.1609/aaai.v31i1.10858)**Yadong Mu, Zhu Liu*10 citations*
487. **[Fast Online Incremental Learning on Mixture Streaming Data ↗](https://doi.org/10.1609/aaai.v31i1.10874)**Yi Wang, Xin Fan, Zhongxuan Luo et al.*10 citations*
488. **[Fast SSP Solvers Using Short-Sighted Labeling ↗](https://doi.org/10.1609/aaai.v31i1.11036)**Luis Pineda, Kyle Hollins Wray, Shlomo Zilberstein B*10 citations*
489. **[Improving Deep Reinforcement Learning with Knowledge Transfer ↗](https://doi.org/10.1609/aaai.v31i1.10529)**Ruben Glatt, Anna Helena Reali Costa*10 citations*
490. **[Inductive Reasoning about Ontologies Using Conceptual Spaces ↗](https://doi.org/10.1609/aaai.v31i1.11162)**Zied Bouraoui, Shoaib Jameel, Steven Schockaert*10 citations*
491. **[Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot ↗](https://doi.org/10.1609/aaai.v31i1.11043)**Paul Duckworth, Muhannad Alomari, James Charles et al.*10 citations*
492. **[Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU ↗](https://doi.org/10.1609/aaai.v31i1.10766)**Nozomi Nori, Hisashi Kashima, Kazuto Yamashita et al.*10 citations*
493. **[Learning Unitary Operators with Help From u(n) ↗](https://doi.org/10.1609/aaai.v31i1.10928)**Stephanie L. Hyland, Gunnar Rätsch*10 citations*
494. **[New Lower Bound for the Minimum Sum Coloring Problem ↗](https://doi.org/10.1609/aaai.v31i1.10661)**Clément Lecat, Corinne Lucet, Chu-Min Li*10 citations*
495. **[Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack ↗](https://doi.org/10.1609/aaai.v31i1.10565)**Xiaohong Li, Shuxin Li, Jianye Hao et al.*10 citations*
496. **[Optimizing Quantiles in Preference-Based Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v31i1.11026)**Hugo Gilbert, Paul Weng, Xu Yan*10 citations*
497. **[Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization ↗](https://doi.org/10.1609/aaai.v31i1.10651)**Cong Fang, Zhouchen Lin*10 citations*
498. **[Predicting User Roles from Computer Logs Using Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.11069)**Aaron R. Tuor, Samuel Kaplan, Brian Hutchinson et al.*10 citations*
499. **[Query Complexity of Tournament Solutions ↗](https://doi.org/10.1609/aaai.v31i1.10702)**Palash Dey*10 citations*
500. **[Riemannian Submanifold Tracking on Low-Rank Algebraic Variety ↗](https://doi.org/10.1609/aaai.v31i1.10816)**Qian Li, Zhichao Wang*10 citations*

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