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title: "Proceedings of the AAAI Conference on Artificial"
description: "Proceedings of the AAAI Conference on Artificial Intelligence 2015 — accepted papers: 2 papers in the Elamur Research library, with our…"
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# 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.

[**674** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2015/#works) · [**2,399** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2015/#works)

## 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 ↗](https://doi.org/10.1609/aaai.v29i1.9491)**Yankai Lin, Zhiyuan Liu, Maosong Sun et al.*3,571 citations*
2. **[The Network Data Repository with Interactive Graph Analytics and Visualization ↗](https://doi.org/10.1609/aaai.v29i1.9277)**Ryan A. Rossi, Nesreen K. Ahmed*2,412 citations*
3. **[Recurrent Convolutional Neural Networks for Text Classification ↗](https://doi.org/10.1609/aaai.v29i1.9513)**Siwei Lai, Liheng Xu, Kang Liu et al.*2,280 citations*
4. **[Obtaining Well Calibrated Probabilities Using Bayesian Binning ↗](https://doi.org/10.1609/aaai.v29i1.9602)**Mahdi Pakdaman Naeini, Gregory F. Cooper, Miloš Hauskrecht*945 citations*
5. **[Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗](https://doi.org/10.1609/aaai.v29i1.9598)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9153)**Guibing Guo, Jie Zhang, Neil Yorke‐Smith*573 citations*
7. **[Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks ↗](https://doi.org/10.1609/aaai.v29i1.9179)**Quanzeng You, Jiebo Luo, Hailin Jin et al.*548 citations*
8. **[Self-Paced Curriculum Learning ↗](https://doi.org/10.1609/aaai.v29i1.9608)**Lu Jiang, Deyu Meng, Qian Zhao et al.*480 citations*
9. **[Initializing Bayesian Hyperparameter Optimization via Meta-Learning ↗](https://doi.org/10.1609/aaai.v29i1.9354)**Matthias Feurer, Jost Tobias Springenberg, Frank Hutter*390 citations*
10. **[Topical Word Embeddings ↗](https://doi.org/10.1609/aaai.v29i1.9522)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9491)**Yankai Lin, Zhiyuan Liu, Maosong Sun et al.*3,571 citations*
2. **[The Network Data Repository with Interactive Graph Analytics and Visualization ↗](https://doi.org/10.1609/aaai.v29i1.9277)**Ryan A. Rossi, Nesreen K. Ahmed*2,412 citations*
3. **[Recurrent Convolutional Neural Networks for Text Classification ↗](https://doi.org/10.1609/aaai.v29i1.9513)**Siwei Lai, Liheng Xu, Kang Liu et al.*2,280 citations*
4. **[Obtaining Well Calibrated Probabilities Using Bayesian Binning ↗](https://doi.org/10.1609/aaai.v29i1.9602)**Mahdi Pakdaman Naeini, Gregory F. Cooper, Miloš Hauskrecht*945 citations*
5. **[Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗](https://doi.org/10.1609/aaai.v29i1.9598)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9153)**Guibing Guo, Jie Zhang, Neil Yorke‐Smith*573 citations*
7. **[Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks ↗](https://doi.org/10.1609/aaai.v29i1.9179)**Quanzeng You, Jiebo Luo, Hailin Jin et al.*548 citations*
8. **[Self-Paced Curriculum Learning ↗](https://doi.org/10.1609/aaai.v29i1.9608)**Lu Jiang, Deyu Meng, Qian Zhao et al.*480 citations*
9. **[Initializing Bayesian Hyperparameter Optimization via Meta-Learning ↗](https://doi.org/10.1609/aaai.v29i1.9354)**Matthias Feurer, Jost Tobias Springenberg, Frank Hutter*390 citations*
10. **[Topical Word Embeddings ↗](https://doi.org/10.1609/aaai.v29i1.9522)**Yang Liu, Zhiyuan Liu, Tat‐Seng Chua et al.*381 citations*
11. **[Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners ↗](https://doi.org/10.1609/aaai.v29i1.9569)**Shike Mei, Xiaojin Zhu*333 citations*
12. **[Content-Aware Point of Interest Recommendation on Location-Based Social Networks ↗](https://doi.org/10.1609/aaai.v29i1.9462)**Huiji Gao, Jiliang Tang, Xia Hu et al.*306 citations*
13. **[Surpassing Human-Level Face Verification Performance on LFW with GaussianFace ↗](https://doi.org/10.1609/aaai.v29i1.9797)**Chaochao Lu, Xiaoou Tang*303 citations*
14. **[Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework ↗](https://doi.org/10.1609/aaai.v29i1.9512)**Ran Xu, Caiming Xiong, Wei Ren Chen et al.*298 citations*
15. **[Embedded Unsupervised Feature Selection ↗](https://doi.org/10.1609/aaai.v29i1.9211)**Suhang Wang, Jiliang Tang, Huan Liu*244 citations*
16. **[Incentivizing Users for Balancing Bike Sharing Systems ↗](https://doi.org/10.1609/aaai.v29i1.9251)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9761)**Xiaojin Zhu*216 citations*
18. **[Identifying At-Risk Students in Massive Open Online Courses ↗](https://doi.org/10.1609/aaai.v29i1.9471)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9490)**Ziqiang Cao, Furu Wei, Li Mei Dong et al.*210 citations*
20. **[Generalized Singular Value Thresholding ↗](https://doi.org/10.1609/aaai.v29i1.9464)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9209)**Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann et al.*192 citations*
22. **[AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v29i1.9230)**Erik Cambria, Jie Fu, Federica Bisio et al.*190 citations*
23. **[Improving Multi-Step Prediction of Learned Time Series Models ↗](https://doi.org/10.1609/aaai.v29i1.9590)**Arun Venkatraman, Martial Hebert, James Andrew Bagnell*188 citations*
24. **[PD Disease State Assessment in Naturalistic Environments Using Deep Learning ↗](https://doi.org/10.1609/aaai.v29i1.9484)**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 ↗](https://doi.org/10.1609/aaai.v29i1.9671)**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 →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2015/papers/)

## Papers with our summary in our library (2)

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

1. **[Character-Aware Neural Language Models](https://md.research.elamur.ai/free/en/papers/kim-2015-character-aware-neural-language-models/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Yoon Kim, Yacine Jernite, David Sontag, et al.*2015 · 1,860 citations*
2. **[Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models](https://md.research.elamur.ai/free/en/papers/serban-2015-building-end-end-dialogue-systems/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Iulian 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Alexander M. Rush**1 work here · 1,860 citations](https://md.research.elamur.ai/free/en/authors/alexander-m-rush/) · [🧑‍🔬**David Sontag**1 work here · 1,860 citations](https://md.research.elamur.ai/free/en/authors/david-sontag/) · [🧑‍🔬**Yacine Jernite**1 work here · 1,860 citations](https://md.research.elamur.ai/free/en/authors/yacine-jernite/) · [🧑‍🔬**Yoon Kim**1 work here · 1,860 citations](https://md.research.elamur.ai/free/en/authors/yoon-kim/) · [🧑‍🔬**Aaron Courville**1 work here · 539 citations](https://md.research.elamur.ai/free/en/authors/aaron-courville/) · [🧑‍🔬**Alessandro Sordoni**1 work here · 539 citations](https://md.research.elamur.ai/free/en/authors/alessandro-sordoni/) · [🧑‍🔬**Iulian Vlad Serban**1 work here · 539 citations](https://md.research.elamur.ai/free/en/authors/iulian-vlad-serban/) · [🧑‍🔬**Joelle Pineau**1 work here · 539 citations](https://md.research.elamur.ai/free/en/authors/joelle-pineau/) · [🧑‍🔬**Yoshua Bengio**1 work here · 539 citations](https://md.research.elamur.ai/free/en/authors/yoshua-bengio/)

## Top institutions

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

[🎓**Harvard University** Cambridge · United States 1 work here](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**McGill University** Montreal · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/mcgill-university/) · [🎓**New York University** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🎓**Université de Montréal** Montreal · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/)

works and citations from OpenAlex and our library.

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