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https://github.com/TradeMaster-NTU/fintech-literature

Fintech literature, including journal, conference, book and useful links
https://github.com/TradeMaster-NTU/fintech-literature

artificial-intelligence data-science machine-learning natural-language-processing quantitative-finance reinforcement-learning

Last synced: 20 days ago
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Fintech literature, including journal, conference, book and useful links

Host: GitHub
URL: https://github.com/TradeMaster-NTU/fintech-literature
Owner: TradeMaster-NTU
License: mit
Created: 2021-06-18T04:18:01.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2022-08-27T03:14:24.000Z (over 2 years ago)
Last Synced: 2024-11-10T07:41:04.327Z (about 2 months ago)
Topics: artificial-intelligence, data-science, machine-learning, natural-language-processing, quantitative-finance, reinforcement-learning
Homepage:
Size: 207 KB
Stars: 88
Watchers: 3
Forks: 14
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

awesome-of-time-series-prediction - Fintech Literature

README

        # Fintech Literature

The repository is maintained by [AMI](https://personal.ntu.edu.sg/boan/) group at [Nanyang Technological University](https://www.ntu.edu.sg/), which contains:

- Conference Publications

- Journal Publications

- Books & Surveys

- Useful Links

 

in Fintech (especially quantitative finance). Publications are arranged in the reverse chronological order.

- ## Reinforcement Learning in Trading

   * ### [Algorithmic Trading](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/AT/README.md)

   * ### [Portfolio Management](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/PM/README.md)

   * ### [Order Execution](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/OE/README.md)

   * ### [Market Making](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/MM/README.md)

- ## Market Simulator

   * ### [Agent-based Market Simulator ](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/MS/ABMS/README.md)

   * ### [GAN-based Market Simulator ](https://github.com/ai-gamer/fintech-literature/blob/main/rlt/MS/GBMS/README.md)

- ## Artificial Intelligence Conferences

   * ### [WWW](https://www2022.thewebconf.org/) - [2022](https://github.com/ai-gamer/fintech-literature/blob/main/conference/www22/README.md) | [2021](https://github.com/ai-gamer/fintech-literature/blob/main/conference/www21/README.md) | [2020](https://github.com/ai-gamer/fintech-literature/blob/main/conference/www20/README.md) 

   * ### [AAAI](https://aaai.org/Conferences/AAAI-22/) - [2022](https://github.com/ai-gamer/fintech-literature/blob/main/conference/aaai22/README.md) | [2021](https://github.com/ai-gamer/fintech-literature/blob/main/conference/aaai21/README.md) | [2020](https://github.com/ai-gamer/fintech-literature/blob/main/conference/aaai20/README.md)

   * ### [IJCAI](https://ijcai-21.org/) - [2022](https://github.com/ai-gamer/fintech-literature/blob/main/conference/ijcai22/README.md) |  [2021](https://github.com/ai-gamer/fintech-literature/blob/main/conference/ijcai21/README.md) |  [2020 (Fintech Track)](https://github.com/ai-gamer/fintech-literature/blob/main/conference/ijcai20/README.md)


 

- ## Data Mining Conferences

   * ### [KDD](https://www.kdd.org/) - [2022](https://github.com/ai-gamer/fintech-literature/blob/main/conference/kdd22/README.md) | [2021](https://github.com/ai-gamer/fintech-literature/blob/main/conference/kdd21/README.md) | [ Before 2020](https://github.com/ai-gamer/fintech-literature/blob/main/conference/kdd20/README.md) 

   * ### [ICDM](https://icdm2021.auckland.ac.nz/) - 2021 (Sep) | [2020](https://github.com/ai-gamer/fintech-literature/blob/main/conference/public/icdm20/README.md)


 

- ## Machine Learning Conferences

   * ### [Fintech in top ML conferecnes](https://github.com/ai-gamer/fintech-literature/blob/main/conference/ml/README.md)


 

- ## Natural Language Processing Conferences

   * ### [Fintech in top NLP conferecnes](https://github.com/ai-gamer/fintech-literature/blob/main/conference/nlp/README.md)


 

- ## Finance Journal

   * ### [AI Journal](https://github.com/ai-gamer/fintech-literature/blob/main/journal/aijournal/README.md)

   * ### [Classic Paper](https://github.com/ai-gamer/fintech-literature/blob/main/journal/classic/README.md)

   * ### [ML in finance](https://github.com/ai-gamer/fintech-literature/blob/main/journal/ml4finance/README.md)

   * ### [Journal of Financial Data Science](https://github.com/ai-gamer/fintech-literature/blob/main/journal/jfds/README.md)


 

- ## Survey & Book

   * ### [Survey](https://github.com/ai-gamer/fintech-literature/blob/main/book&survey/survey/README.md)

   * ### [Book](https://github.com/ai-gamer/fintech-literature/blob/main/book&survey/book/README.md)


 

- ## Userful Links

   * ### [Qlib: An AI-oriented Quantitative Investment Platform](https://github.com/microsoft/qlib)

   * ### [FinRL: A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance.](https://github.com/AI4Finance-LLC/FinRL)