📰 Proceedings of the AAAI Conference on Artificial Intelligence 2015 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2015 is the 2015 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 674 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Learning Entity and Relation Embeddings for Knowledge Graph Completion ↗Yankai Lin, Zhiyuan Liu, Maosong Sun et al.3,571 citations
2. The Network Data Repository with Interactive Graph Analytics and Visualization ↗Ryan A. Rossi, Nesreen K. Ahmed2,412 citations
3. Recurrent Convolutional Neural Networks for Text Classification ↗Siwei Lai, Liheng Xu, Kang Liu et al.2,280 citations
4. Obtaining Well Calibrated Probabilities Using Bayesian Binning ↗Mahdi Pakdaman Naeini, Gregory F. Cooper, Miloš Hauskrecht945 citations
5. Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗Yeqing Li, Feiping Nie, Heng Huang et al.585 citations
6. TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings ↗Guibing Guo, Jie Zhang, Neil Yorke‐Smith573 citations
7. Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks ↗Quanzeng You, Jiebo Luo, Hailin Jin et al.548 citations
8. Self-Paced Curriculum Learning ↗Lu Jiang, Deyu Meng, Qian Zhao et al.480 citations
9. Initializing Bayesian Hyperparameter Optimization via Meta-Learning ↗Matthias Feurer, Jost Tobias Springenberg, Frank Hutter390 citations
10. Topical Word Embeddings ↗Yang Liu, Zhiyuan Liu, Tat‐Seng Chua et al.381 citations

All accepted papers (674)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Learning Entity and Relation Embeddings for Knowledge Graph Completion ↗Yankai Lin, Zhiyuan Liu, Maosong Sun et al.3,571 citations
2. The Network Data Repository with Interactive Graph Analytics and Visualization ↗Ryan A. Rossi, Nesreen K. Ahmed2,412 citations
3. Recurrent Convolutional Neural Networks for Text Classification ↗Siwei Lai, Liheng Xu, Kang Liu et al.2,280 citations
4. Obtaining Well Calibrated Probabilities Using Bayesian Binning ↗Mahdi Pakdaman Naeini, Gregory F. Cooper, Miloš Hauskrecht945 citations
5. Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗Yeqing Li, Feiping Nie, Heng Huang et al.585 citations
6. TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings ↗Guibing Guo, Jie Zhang, Neil Yorke‐Smith573 citations
7. Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks ↗Quanzeng You, Jiebo Luo, Hailin Jin et al.548 citations
8. Self-Paced Curriculum Learning ↗Lu Jiang, Deyu Meng, Qian Zhao et al.480 citations
9. Initializing Bayesian Hyperparameter Optimization via Meta-Learning ↗Matthias Feurer, Jost Tobias Springenberg, Frank Hutter390 citations
10. Topical Word Embeddings ↗Yang Liu, Zhiyuan Liu, Tat‐Seng Chua et al.381 citations
11. Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners ↗Shike Mei, Xiaojin Zhu333 citations
12. Content-Aware Point of Interest Recommendation on Location-Based Social Networks ↗Huiji Gao, Jiliang Tang, Xia Hu et al.306 citations
13. Surpassing Human-Level Face Verification Performance on LFW with GaussianFace ↗Chaochao Lu, Xiaoou Tang303 citations
14. Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework ↗Ran Xu, Caiming Xiong, Wei Ren Chen et al.298 citations
15. Embedded Unsupervised Feature Selection ↗Suhang Wang, Jiliang Tang, Huan Liu244 citations
16. Incentivizing Users for Balancing Bike Sharing Systems ↗Adish Kumar Singla, Marco Santoni, Gábor Bartók et al.218 citations
17. Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education ↗Xiaojin Zhu216 citations
18. Identifying At-Risk Students in Massive Open Online Courses ↗Jiazhen He, James Bailey, Benjamin I. P. Rubinstein et al.211 citations
19. Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization ↗Ziqiang Cao, Furu Wei, Li Mei Dong et al.210 citations
20. Generalized Singular Value Thresholding ↗Canyi Lu, Changbo Zhu, Chunyan Xu et al.196 citations
21. A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data ↗Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann et al.192 citations
22. AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis ↗Erik Cambria, Jie Fu, Federica Bisio et al.190 citations
23. Improving Multi-Step Prediction of Learned Time Series Models ↗Arun Venkatraman, Martial Hebert, James Andrew Bagnell188 citations
24. PD Disease State Assessment in Naturalistic Environments Using Deep Learning ↗Nils Hammerla, James Fisher, Péter András et al.177 citations
25. Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web ↗Yezhou Yang, Yi Li, Cornelia Fermüller et al.177 citations

See all 674 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2015 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Character-Aware Neural Language ModelsProceedings of the AAAI Conference on Artificial IntelligenceYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,860 citations
2. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsProceedings of the AAAI Conference on Artificial IntelligenceIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 539 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)🗨️Dialogue systems (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Harvard UniversityCambridge · United States1 work here🎓McGill UniversityMontreal · Canada1 work here🎓New York UniversityNew York · United States1 work here🎓Université de MontréalMontreal · Canada1 work here

works and citations from OpenAlex and our library.

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