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# Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 8 of 14 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/)

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701. **[Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33012304)**Ken Kobayashi, Naoki Hamada, Akiyoshi Sannai et al.*16 citations*
702. **[CAMO: A Collaborative Ranking Method for Content Based Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33015224)**Chengwei Wang, Tengfei Zhou, Chen Chen et al.*16 citations*
703. **[CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting ↗](https://doi.org/10.1609/aaai.v33i01.3301354)**Jing Xiao, Liang Liao, Qiegen Liu et al.*16 citations*
704. **[Capacity Control of ReLU Neural Networks by Basis-Path Norm ↗](https://doi.org/10.1609/aaai.v33i01.33015925)**Shuxin Zheng, Qi Meng, Huishuai Zhang et al.*16 citations*
705. **[Cross-Domain Recommendation via Coupled Factorization Machines ↗](https://doi.org/10.1609/aaai.v33i01.33019965)**LI Li-le, Quan Do, Wei Liu*16 citations*
706. **[Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue ↗](https://doi.org/10.1609/aaai.v33i01.33013264)**Junyu Cao, Wei Sun*16 citations*
707. **[Memory-Augmented Temporal Dynamic Learning for Action Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019167)**Yuan Yuan, Dong Wang, Qi Wang*16 citations*
708. **[Migration as Submodular Optimization ↗](https://doi.org/10.1609/aaai.v33i01.3301549)**Paul Gölz, Ariel D. Procaccia*16 citations*
709. **[Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution ↗](https://doi.org/10.1609/aaai.v33i01.33016137)**Ramya M. Ramakrishnan, Ece Semiha Kamar, Besmira Nushi et al.*16 citations*
710. **[Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data ↗](https://doi.org/10.1609/aaai.v33i01.33015199)**Amin Vahedian, Xun S. Zhou, Ling Tong et al.*16 citations*
711. **[Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification ↗](https://doi.org/10.1609/aaai.v33i01.33019030)**De Xie, Cheng Dan Deng, Hao Wang et al.*16 citations*
712. **[Separator-Based Pruned Dynamic Programming for Steiner Tree ↗](https://doi.org/10.1609/aaai.v33i01.33011520)**Yoichi Iwata, Takuto Shigemura*16 citations*
713. **[Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods ↗](https://doi.org/10.1609/aaai.v33i01.33011691)**Raluca D. Gaina, Simon Mark Lucas, Diego Pérez-Liébana*16 citations*
714. **[The Pure Price of Anarchy of Pool Block Withholding Attacks in Bitcoin Mining ↗](https://doi.org/10.1609/aaai.v33i01.33011724)**Colleen Alkalay-Houlihan, Nisarg Shah*16 citations*
715. **[Unsupervised Learning Helps Supervised Neural Word Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33017200)**Xiaobin Wang, Deng Cai, Linlin Li et al.*16 citations*
716. **[What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models ↗](https://doi.org/10.1609/aaai.v33i01.33016309)**Fahim Dalvi, Nadir Durrani, Hassan Sajjad et al.*16 citations*
717. **[A Unified Framework for Planning in Adversarial and Cooperative Environments ↗](https://doi.org/10.1609/aaai.v33i01.33012479)**Anagha Kulkarni, Siddharth Srivastava, Subbarao Kambhampati B*15 citations*
718. **[Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines ↗](https://doi.org/10.1609/aaai.v33i01.33019541)**Nicholas McCarthy, Mohammad Karzand, Freddy Lécué*15 citations*
719. **[An Abstraction-Based Method for Verifying Strategic Properties in Multi-Agent Systems with Imperfect Information ↗](https://doi.org/10.1609/aaai.v33i01.33016030)**Francesco Belardinelli, Alessio R. Lomuscio, Vadim Malvone*15 citations*
720. **[Bias Reduction via End-to-End Shift Learning: Application to Citizen Science ↗](https://doi.org/10.1609/aaai.v33i01.3301493)**Di Chen, Carla Pedro Gomes*15 citations*
721. **[Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013870)**Wenzhen Huang, Junge Zhang, Kaiqi Huang*15 citations*
722. **[CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33013240)**Akhilan Boopathy, Tsui-Wei Weng, Pin‐Yu Chen et al.*15 citations*
723. **[Classification with Costly Features Using Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013959)**Jaromír Janisch, Tomáš Pevný, Viliam Lisý*15 citations*
724. **[Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction ↗](https://doi.org/10.1609/aaai.v33i01.33013910)**Akira Imakura, Momo Matsuda, Xiucai Ye et al.*15 citations*
725. **[Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets ↗](https://doi.org/10.1609/aaai.v33i01.33014715)**María Pérez‐Ortiz, Peter Tiňo B, Rafał Mantiuk et al.*15 citations*
726. **[FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions ↗](https://doi.org/10.1609/aaai.v33i01.33012539)**Sandareka Wickramanayake, Wynne Hsu, Mong Li Lee*15 citations*
727. **[Fairly Allocating Many Goods with Few Queries ↗](https://doi.org/10.1609/aaai.v33i01.33012141)**Hoon Oh, Ariel D. Procaccia, Warut Suksompong*15 citations*
728. **[Holographic Factorization Machines for Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33015143)**Yi Tay, Shuai Zhang, Anh Tuan Luu et al.*15 citations*
729. **[How to Combine Tree-Search Methods in Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013494)**Yonathan Efroni, Gal Dalal, Bruno Scherrer et al.*15 citations*
730. **[Improving Search with Supervised Learning in Trick-Based Card Games ↗](https://doi.org/10.1609/aaai.v33i01.33011158)**Christopher Solinas, Douglas Rebstock, Michael Buro*15 citations*
731. **[Learning Diffusions without Timestamps ↗](https://doi.org/10.1609/aaai.v33i01.3301582)**Hao Huang, Qian Yan, Ting Gan et al.*15 citations*
732. **[Learning to Localize Objects with Noisy Labeled Instances ↗](https://doi.org/10.1609/aaai.v33i01.33019219)**Xiaopeng Zhang, Yang Yang, Jiashi Feng*15 citations*
733. **[Multi-Dimensional Classification via kNN Feature Augmentation ↗](https://doi.org/10.1609/aaai.v33i01.33013975)**Bin-Bin Jia, Min-Ling Zhang*15 citations*
734. **[Multistream Classification with Relative Density Ratio Estimation ↗](https://doi.org/10.1609/aaai.v33i01.33013478)**Bo Dong, Yang Gao, Swarup Chandra et al.*15 citations*
735. **[Online Pandora’s Boxes and Bandits ↗](https://doi.org/10.1609/aaai.v33i01.33011885)**Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier et al.*15 citations*
736. **[Ontology-Based Query Answering for Probabilistic Temporal Data ↗](https://doi.org/10.1609/aaai.v33i01.33012903)**Patrick Koopmann*15 citations*
737. **[QADiver: Interactive Framework for Diagnosing QA Models ↗](https://doi.org/10.1609/aaai.v33i01.33019861)**Gyeongbok Lee, Sungdong Kim, Seung-won Hwang*15 citations*
738. **[Recurrent Poisson Process Unit for Speech Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33016538)**Hengguan Huang, Hao Wang, Brian Kan-Wing Mak*15 citations*
739. **[VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition ↗](https://doi.org/10.1609/aaai.v33i01.3301914)**Susobhan Ghosh, Easwar Subramanian, Sanjay P. Bhat et al.*15 citations*
740. **[A Multi-Task Learning Framework for Abstractive Text Summarization ↗](https://doi.org/10.1609/aaai.v33i01.33019987)**Yao Lu, Linqing Liu, Zhile Jiang et al.*14 citations*
741. **[A Pattern-Based Approach to Recognizing Time Expressions ↗](https://doi.org/10.1609/aaai.v33i01.33016335)**Wentao Ding, Guanji Gao, Linfeng Shi et al.*14 citations*
742. **[Adversarial Label Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013183)**Chidubem Arachie, Bert Huang*14 citations*
743. **[Bounding Uncertainty for Active Batch Selection ↗](https://doi.org/10.1609/aaai.v33i01.33015240)**Hanmo Wang, Runwu Zhou, Yi-Dong Shen*14 citations*
744. **[Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding ↗](https://doi.org/10.1609/aaai.v33i01.33018885)**Lingyun Song, Jun Liu, Buyue Qian et al.*14 citations*
745. **[DeBGUer: A Tool for Bug Prediction and Diagnosis ↗](https://doi.org/10.1609/aaai.v33i01.33019446)**Amir Elmishali, Roni Stern, Meir Kalech*14 citations*
746. **[Efficient and Scalable Multi-Task Regression on Massive Number of Tasks ↗](https://doi.org/10.1609/aaai.v33i01.33013763)**Xiao He, Francesco Alesiani, Ammar Shaker*14 citations*
747. **[Learning Triggers for Heterogeneous Treatment Effects ↗](https://doi.org/10.1609/aaai.v33i01.33015183)**Christopher Tran, Elena Zheleva*14 citations*
748. **[MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews ↗](https://doi.org/10.1609/aaai.v33i01.33016441)**Erfan Ghadery, Sajad Movahedi, Heshaam Faili et al.*14 citations*
749. **[Modeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33015525)**Chang Xu, Weiran Huang, Hongwei Wang et al.*14 citations*
750. **[Moral Permissibility of Action Plans ↗](https://doi.org/10.1609/aaai.v33i01.33017635)**Felix Lindner, Robert Mattmüller, Bernhard Nebel*14 citations*
751. **[Multiagent Decision Making For Maritime Traffic Management ↗](https://doi.org/10.1609/aaai.v33i01.33016171)**Arambam James Singh, Duc Thien Nguyen, Akshat Kumar et al.*14 citations*
752. **[Path-Specific Counterfactual Fairness ↗](https://doi.org/10.1609/aaai.v33i01.33017801)**Silvia Chiappa*14 citations*
753. **[Probabilistic Logic Programming with Beta-Distributed Random Variables ↗](https://doi.org/10.1609/aaai.v33i01.33017769)**Federico Cerutti, Lance Kaplan, Angelika Kimmig et al.*14 citations*
754. **[Recommender Systems: A Healthy Obsession ↗](https://doi.org/10.1609/aaai.v33i01.33019790)**Barry Smyth*14 citations*
755. **[SepNE: Bringing Separability to Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33014261)**Ziyao Li, Liang Zhang, Guojie Song*14 citations*
756. **[Structured Bayesian Networks: From Inference to Learning with Routes ↗](https://doi.org/10.1609/aaai.v33i01.33017957)**Yujia Shen, Anchal Goyanka, Adnan Y. Darwiche et al.*14 citations*
757. **[Training Temporal Word Embeddings with a Compass ↗](https://doi.org/10.1609/aaai.v33i01.33016326)**Valerio Di Carlo, Federico Bianchi, Matteo Palmonari*14 citations*
758. **[Transductive Bounds for the Multi-Class Majority Vote Classifier ↗](https://doi.org/10.1609/aaai.v33i01.33013566)**Vasilii Feofanov, Émilie Devijver, Massih-Reza Amini*14 citations*
759. **[Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM ↗](https://doi.org/10.1609/aaai.v33i01.33019963)**Haoran Li, Hua Xu*14 citations*
760. **[A PAC Framework for Aggregating Agents’ Judgments ↗](https://doi.org/10.1609/aaai.v33i01.33012237)**Hanrui Zhang, Vincent Conitzer*13 citations*
761. **[Accurate and Interpretable Factorization Machines ↗](https://doi.org/10.1609/aaai.v33i01.33014139)**Liang Lan, Yu Geng*13 citations*
762. **[Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection ↗](https://doi.org/10.1609/aaai.v33i01.33014408)**Yanbin Liu, Yan Yan, Ling Chen et al.*13 citations*
763. **[Addressing the Under-Translation Problem from the Entropy Perspective ↗](https://doi.org/10.1609/aaai.v33i01.3301451)**Yang Zhao, Jiajun Zhang, Chengqing Zong et al.*13 citations*
764. **[Algorithms for Average Regret Minimization ↗](https://doi.org/10.1609/aaai.v33i01.33011600)**Sabine Storandt, Stefan Funke*13 citations*
765. **[Bayesian Posterior Approximation via Greedy Particle Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33013606)**Futoshi Futami, Zhenghang Cui, Issei Sato et al.*13 citations*
766. **[Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling ↗](https://doi.org/10.1609/aaai.v33i01.3301766)**Hao Wang, Chengzhi Mao, Hao He et al.*13 citations*
767. **[Covariate Shift Adaptation on Learning from Positive and Unlabeled Data ↗](https://doi.org/10.1609/aaai.v33i01.33014838)**Tomoya Sakai, Nobuyuki Shimizu*13 citations*
768. **[Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data ↗](https://doi.org/10.1609/aaai.v33i01.3301647)**Mike Li, Elija Perrier, Chang Xu*13 citations*
769. **[Deep Neural Networks Constrained by Decision Rules ↗](https://doi.org/10.1609/aaai.v33i01.33012496)**Yuzuru Okajima, Kunihiko Sadamasa*13 citations*
770. **[Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains ↗](https://doi.org/10.1609/aaai.v33i01.3301881)**Michael Dann, Fabio Zambetta, John Thangarajah*13 citations*
771. **[Designing Preferences, Beliefs, and Identities for Artificial Intelligence ↗](https://doi.org/10.1609/aaai.v33i01.33019755)**Vincent Conitzer*13 citations*
772. **[Distribution-Based Semi-Supervised Learning for Activity Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33017699)**Hangwei Qian, Sinno Jialin Pan, Chunyan Miao*13 citations*
773. **[Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming ↗](https://doi.org/10.1609/aaai.v33i01.33012694)**Jori Bomanson, Tomi Janhunen, Antonius Weinzierl*13 citations*
774. **[Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs ↗](https://doi.org/10.1609/aaai.v33i01.33017816)**Mayukh Das, Devendra Singh Dhami, Gautam Kunapuli et al.*13 citations*
775. **[Forbidden Nodes Aware Community Search ↗](https://doi.org/10.1609/aaai.v33i01.3301758)**Chaokun Wang, Junchao Zhu*13 citations*
776. **[Generalized Distance Bribery ↗](https://doi.org/10.1609/aaai.v33i01.33011764)**Dorothea Baumeister, Tobias Hogrebe, Lisa Rey*13 citations*
777. **[Human-Like Sketch Object Recognition via Analogical Learning ↗](https://doi.org/10.1609/aaai.v33i01.33011336)**Kezhen Chen, Irina Rabkina, Matthew D. McLure et al.*13 citations*
778. **[Iterative Classroom Teaching ↗](https://doi.org/10.1609/aaai.v33i01.33015684)**Teresa Yeo, Parameswaran Kamalaruban, Adish Kumar Singla et al.*13 citations*
779. **[Querying Attributed DL-Lite Ontologies Using Provenance Semirings ↗](https://doi.org/10.1609/aaai.v33i01.33012719)**Camille Bourgaux, Ana Ozaki*13 citations*
780. **[Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees ↗](https://doi.org/10.1609/aaai.v33i01.33014480)**Lei Luo, Jie Xu, Cheng Dan Deng et al.*13 citations*
781. **[Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications ↗](https://doi.org/10.1609/aaai.v33i01.33019565)**Galia Nordon, Gideon Koren, Varda Shalev et al.*13 citations*
782. **[Theory of Minds: Understanding Behavior in Groups through Inverse Planning ↗](https://doi.org/10.1609/aaai.v33i01.33016163)**Michael Shum, Max Kleiman‐Weiner, Michael L. Littman et al.*13 citations*
783. **[Towards Reliable Learning for High Stakes Applications ↗](https://doi.org/10.1609/aaai.v33i01.33013614)**Jinyang Gao, Junjie Yao, Yingxia Shao*13 citations*
784. **[Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v33i01.3301898)**Wei Feng, Wentao Liu, Tong Li et al.*13 citations*
785. **[Weighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory ↗](https://doi.org/10.1609/aaai.v33i01.33012686)**Bart Bogaerts*13 citations*
786. **[f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33015725)**Biqiao Zhang, Yuqing Kong, Georg Essl et al.*13 citations*
787. **[A Bandit Approach to Maximum Inner Product Search ↗](https://doi.org/10.1609/aaai.v33i01.33014376)**Rui Liu, Tianyi Wu, Barzan Mozafari*12 citations*
788. **[A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility ↗](https://doi.org/10.1609/aaai.v33i01.33016738)**Changsheng Liu, Rebecca Hwa*12 citations*
789. **[A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks ↗](https://doi.org/10.1609/aaai.v33i01.33013355)**Weijie Chen, Yuan Zhang, Di Xie et al.*12 citations*
790. **[A Study of Educational Data Mining: Evidence from a Thai University ↗](https://doi.org/10.1609/aaai.v33i01.3301734)**Ruangsak Trakunphutthirak, Yen Ping Cheung, Vincent C. S. Lee*12 citations*
791. **[Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem ↗](https://doi.org/10.1609/aaai.v33i01.33017741)**Nadjet Bourdache, Patrice Perny*12 citations*
792. **[AutoSense Model for Word Sense Induction ↗](https://doi.org/10.1609/aaai.v33i01.33016212)**Reinald Kim Amplayo, Seung-won Hwang, Min Song*12 citations*
793. **[Better Fine-Tuning via Instance Weighting for Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.33017241)**Zhi Wang, Wei Bi, Yan Wang et al.*12 citations*
794. **[Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank ↗](https://doi.org/10.1609/aaai.v33i01.3301411)**Qian Yu, Wai Pang Lam*12 citations*
795. **[DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.3301289)**Zhiwen Tang, Grace Hui Yang*12 citations*
796. **[Dual-View Ranking with Hardness Assessment for Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v33i01.33018360)**Yuchen Guo, Guiguang Ding, Jungong Han et al.*12 citations*
797. **[Early Detection of Vacant Parking Spaces Using Dashcam Videos ↗](https://doi.org/10.1609/aaai.v33i01.33019613)**Ming-Che Wu, Mei-Chen Yeh*12 citations*
798. **[Emergency Department Online Patient-Caregiver Scheduling ↗](https://doi.org/10.1609/aaai.v33i01.3301695)**Hanan Rosemarin, Ariel Rosenfeld, Sarit Kraus*12 citations*
799. **[Forgetting in Modular Answer Set Programming ↗](https://doi.org/10.1609/aaai.v33i01.33012843)**Ricardo Gonçalves, Tomi Janhunen, Matthias Knorr et al.*12 citations*
800. **[Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks ↗](https://doi.org/10.1609/aaai.v33i01.33015450)**Si Wu, Jian Zhong, Wenming Cao et al.*12 citations*

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