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@article{DBLP:journals/access/ParkKH24,
  author       = {Ji{-}Heon Park and
                  Jae{-}Hwan Kim and
                  Jun{-}Ho Huh},
  title        = {Deep Reinforcement Learning Robots for Algorithmic Trading: Considering
                  Stock Market Conditions and {U.S.} Interest Rates},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {20705--20725},
  year         = {2024},
  url          = {https://doi.org/10.1109/ACCESS.2024.3361035},
  doi          = {10.1109/ACCESS.2024.3361035},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/ParkKH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KhM24,
  author       = {Mahdi Massahi Kh. and
                  Masoud Mahootchi},
  title        = {A deep Q-learning based algorithmic trading system for commodity futures
                  markets},
  journal      = {Expert Syst. Appl.},
  volume       = {237},
  number       = {Part {C}},
  pages        = {121711},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.eswa.2023.121711},
  doi          = {10.1016/J.ESWA.2023.121711},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/KhM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MajidiSM24,
  author       = {Naseh Majidi and
                  Mahdi Shamsi and
                  Farokh Marvasti},
  title        = {Algorithmic trading using continuous action space deep reinforcement
                  learning},
  journal      = {Expert Syst. Appl.},
  volume       = {235},
  pages        = {121245},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.eswa.2023.121245},
  doi          = {10.1016/J.ESWA.2023.121245},
  timestamp    = {Thu, 09 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/MajidiSM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SevastjanovKR24,
  author       = {Pavel V. Sevastjanov and
                  Krzysztof Kaczmarek and
                  Leszek Rutkowski},
  title        = {A multi-model approach to the development of algorithmic trading systems
                  for the Forex market},
  journal      = {Expert Syst. Appl.},
  volume       = {236},
  pages        = {121310},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.eswa.2023.121310},
  doi          = {10.1016/J.ESWA.2023.121310},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/SevastjanovKR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChengZZX24,
  author       = {Xi Cheng and
                  Jinghao Zhang and
                  Yunan Zeng and
                  Wenfang Xue},
  editor       = {De{-}Nian Yang and
                  Xing Xie and
                  Vincent S. Tseng and
                  Jian Pei and
                  Jen{-}Wei Huang and
                  Jerry Chun{-}Wei Lin},
  title        = {{MOT:} {A} Mixture of Actors Reinforcement Learning Method by Optimal
                  Transport for Algorithmic Trading},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
                  Taiwan, May 7-10, 2024, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14648},
  pages        = {30--42},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-2238-9\_3},
  doi          = {10.1007/978-981-97-2238-9\_3},
  timestamp    = {Fri, 03 May 2024 21:22:13 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ChengZZX24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12285,
  author       = {Thanos Konstantinidis and
                  Giorgos Iacovides and
                  Mingxue Xu and
                  Tony G. Constantinides and
                  Danilo P. Mandic},
  title        = {FinLlama: Financial Sentiment Classification for Algorithmic Trading
                  Applications},
  journal      = {CoRR},
  volume       = {abs/2403.12285},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.12285},
  doi          = {10.48550/ARXIV.2403.12285},
  eprinttype    = {arXiv},
  eprint       = {2403.12285},
  timestamp    = {Mon, 08 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-12285.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Felder23,
  author       = {Christopher Felder},
  title        = {Algorithmic Trading with Machine Learning},
  school       = {T{\"{u}}bingen University, Germany},
  year         = {2023},
  url          = {http://hdl.handle.net/10900/144362},
  doi          = {10.15496/PUBLIKATION-85706},
  urn          = {urn:nbn:de:bsz:21-dspace-1443625},
  timestamp    = {Thu, 15 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Felder23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Jin23,
  author       = {Boyi Jin},
  title        = {A Mean-VaR Based Deep Reinforcement Learning Framework for Practical
                  Algorithmic Trading},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {28920--28933},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3259108},
  doi          = {10.1109/ACCESS.2023.3259108},
  timestamp    = {Sun, 16 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/Jin23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/AdegboyeKO23,
  author       = {Adesola Adegboye and
                  Michael Kampouridis and
                  Fernando E. B. Otero},
  title        = {Algorithmic trading with directional changes},
  journal      = {Artif. Intell. Rev.},
  volume       = {56},
  number       = {6},
  pages        = {5619--5644},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10462-022-10307-0},
  doi          = {10.1007/S10462-022-10307-0},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/air/AdegboyeKO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuZBYZ23,
  author       = {Peipei Liu and
                  Yunfeng Zhang and
                  Fangxun Bao and
                  Xunxiang Yao and
                  Caiming Zhang},
  title        = {Multi-type data fusion framework based on deep reinforcement learning
                  for algorithmic trading},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {2},
  pages        = {1683--1706},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10489-022-03321-w},
  doi          = {10.1007/S10489-022-03321-W},
  timestamp    = {Fri, 15 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/apin/LiuZBYZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/SunS23,
  author       = {Qizhou Sun and
                  Yain{-}Whar Si},
  title        = {Supervised actor-critic reinforcement learning with action feedback
                  for algorithmic trading},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {13},
  pages        = {16875--16892},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10489-022-04322-5},
  doi          = {10.1007/S10489-022-04322-5},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/SunS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HuangLMG23,
  author       = {Zhen Huang and
                  Ning Li and
                  Wenliang Mei and
                  Wenyong Gong},
  title        = {Algorithmic trading using combinational rule vector and deep reinforcement
                  learning},
  journal      = {Appl. Soft Comput.},
  volume       = {147},
  pages        = {110802},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.asoc.2023.110802},
  doi          = {10.1016/J.ASOC.2023.110802},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/HuangLMG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/OmranEY23,
  author       = {Sherin M. Omran and
                  Wessam H. El{-}Behaidy and
                  Aliaa A. A. Youssif},
  title        = {Optimization of Cryptocurrency Algorithmic Trading Strategies Using
                  the Decomposition Approach},
  journal      = {Big Data Cogn. Comput.},
  volume       = {7},
  number       = {4},
  pages        = {174},
  year         = {2023},
  url          = {https://doi.org/10.3390/bdcc7040174},
  doi          = {10.3390/BDCC7040174},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bdcc/OmranEY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/Malik23,
  author       = {Avinash Malik},
  title        = {A comparison of machine learning and econometric models for pricing
                  perpetual Bitcoin futures and their application to algorithmic trading},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {40},
  number       = {10},
  year         = {2023},
  url          = {https://doi.org/10.1111/exsy.13414},
  doi          = {10.1111/EXSY.13414},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/es/Malik23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/HuangS23,
  author       = {Yuling Huang and
                  Yunlin Song},
  title        = {A new hybrid method of recurrent reinforcement learning and BiLSTM
                  for algorithmic trading},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {45},
  number       = {2},
  pages        = {1939--1951},
  year         = {2023},
  url          = {https://doi.org/10.3233/JIFS-223101},
  doi          = {10.3233/JIFS-223101},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/HuangS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jtaer/PauleVianezOGE23,
  author       = {Jessica Paule{-}Vianez and
                  Carmen Orden{-}Cruz and
                  Ra{\'{u}}l G{\'{o}}mez{-}Mart{\'{\i}}nez and
                  Sandra Escamilla{-}Solano},
  title        = {Fear of {COVID-19} Effect on Stock Markets: {A} Proposal for an Algorithmic
                  Trading System Based on Fear},
  journal      = {J. Theor. Appl. Electron. Commer. Res.},
  volume       = {18},
  number       = {2},
  pages        = {1142--1156},
  year         = {2023},
  url          = {https://doi.org/10.3390/jtaer18020058},
  doi          = {10.3390/JTAER18020058},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jtaer/PauleVianezOGE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcd/Patil23,
  author       = {Tanaya Patil},
  title        = {From ML-Infused Algorithms to Financial Agents, transforming Algorithmic
                  Trading Excellence: {A} Comprehensive Study},
  booktitle    = {8th {IEEE/ACIS} International Conference on Big Data, Cloud Computing,
                  and Data Science, {BCD} 2023, Hochimin City, Vietnam, December 14-16,
                  2023},
  pages        = {64--68},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BCD57833.2023.10466351},
  doi          = {10.1109/BCD57833.2023.10466351},
  timestamp    = {Tue, 02 Apr 2024 21:06:06 +0200},
  biburl       = {https://dblp.org/rec/conf/bcd/Patil23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/DiazG23,
  author       = {Fernando Villamar{\'{\i}}n D{\'{\i}}az and
                  Carlos Guerrero{-}Mosquera},
  editor       = {Ismael Sanz and
                  Raquel Ros and
                  Jordi Nin},
  title        = {Navigating Black Swan Events in Algorithmic Trading: {A} Reinforcement
                  Learning Perspective},
  booktitle    = {Artificial Intelligence Research and Development - Proceedings of
                  the 25th International Conference of the Catalan Association for Artificial
                  Intelligence, {CCIA} 2023, M{\'{o}}n Sant Benet, Spain, 25-27
                  October 2023},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {375},
  pages        = {110--114},
  publisher    = {{IOS} Press},
  year         = {2023},
  url          = {https://doi.org/10.3233/FAIA230667},
  doi          = {10.3233/FAIA230667},
  timestamp    = {Sun, 31 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccia/DiazG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dese/BlackmunAA23,
  author       = {Piers Blackmun and
                  Sahar Al{-}Sudani and
                  Dhiya Al{-}Jumeily},
  title        = {Design and Implementation of Algorithmic Stock Trading},
  booktitle    = {15th International Conference on Developments in eSystems Engineering,
                  DeSE 2023, Baghdad {\&} Anbar, Iraq, January 9-12, 2023},
  pages        = {149--153},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DeSE58274.2023.10100293},
  doi          = {10.1109/DESE58274.2023.10100293},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dese/BlackmunAA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HudaszekCA23,
  author       = {Kamil Hudaszek and
                  Iwona Chomiak{-}Orsa and
                  Saeed Abdullah M. AL{-}Dobai},
  editor       = {Slawomir Nowaczyk and
                  Przemyslaw Biecek and
                  Neo Christopher Chung and
                  Mauro Vallati and
                  Pawel Skruch and
                  Joanna Jaworek{-}Korjakowska and
                  Simon Parkinson and
                  Alexandros Nikitas and
                  Martin Atzm{\"{u}}ller and
                  Tom{\'{a}}s Kliegr and
                  Ute Schmid and
                  Szymon Bobek and
                  Nada Lavrac and
                  Marieke Peeters and
                  Roland van Dierendonck and
                  Saskia Robben and
                  Eunika Mercier{-}Laurent and
                  G{\"{u}}lg{\"{u}}n Kayakutlu and
                  Mieczyslaw Lech Owoc and
                  Karl Mason and
                  Abdul Wahid and
                  Pierangela Bruno and
                  Francesco Calimeri and
                  Francesco Cauteruccio and
                  Giorgio Terracina and
                  Diedrich Wolter and
                  Jochen L. Leidner and
                  Michael Kohlhase and
                  Vania Dimitrova},
  title        = {Green Hardware Infrastructure for Algorithmic Trading},
  booktitle    = {Artificial Intelligence. {ECAI} 2023 International Workshops - XAI{\({^3}\)},
                  TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Krak{\'{o}}w,
                  Poland, September 30 - October 4, 2023, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1948},
  pages        = {194--200},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-50485-3\_19},
  doi          = {10.1007/978-3-031-50485-3\_19},
  timestamp    = {Tue, 07 May 2024 20:10:29 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/HudaszekCA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ChristodoulakiK23,
  author       = {Evangelia Christodoulaki and
                  Michael Kampouridis and
                  Maria Kyropoulou},
  editor       = {Sara Silva and
                  Lu{\'{\i}}s Paquete},
  title        = {Enhanced Strongly typed Genetic Programming for Algorithmic Trading},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2023, Lisbon, Portugal, July 15-19, 2023},
  pages        = {1055--1063},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583131.3590359},
  doi          = {10.1145/3583131.3590359},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/ChristodoulakiK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AbediniHHM23,
  author       = {Tohid Abedini and
                  Samin Heydarian and
                  Moein Heidari and
                  Alireza Morsali},
  editor       = {Krystal Maughan and
                  Rosanne Liu and
                  Thomas F. Burns},
  title        = {Chaotic Transformers for Deep Reinforcement Learning in Algorithmic
                  Trading},
  booktitle    = {The First Tiny Papers Track at {ICLR} 2023, Tiny Papers @ {ICLR} 2023,
                  Kigali, Rwanda, May 5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=H2mbtfasD4K},
  timestamp    = {Wed, 19 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/AbediniHHM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ZahrahT23,
  author       = {Hasna Haifa Zahrah and
                  Jimmy Tirtawangsa},
  editor       = {Ilias Maglogiannis and
                  Lazaros S. Iliadis and
                  John MacIntyre and
                  Manuel Dom{\'{\i}}nguez},
  title        = {Algorithmic Forex Trading Using Q-learning},
  booktitle    = {Artificial Intelligence Applications and Innovations - 19th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2023, Le{\'{o}}n,
                  Spain, June 14-17, 2023, Proceedings, Part {I}},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {675},
  pages        = {24--35},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-34111-3\_3},
  doi          = {10.1007/978-3-031-34111-3\_3},
  timestamp    = {Mon, 05 Jun 2023 15:51:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/ZahrahT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ChristodoulakiK23,
  author       = {Eva Christodoulaki and
                  Michael Kampouridis},
  title        = {Fundamental, Technical and Sentiment Analysis for Algorithmic Trading
                  with Genetic Programming},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
                  Mexico City, Mexico, December 5-8, 2023},
  pages        = {83--89},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SSCI52147.2023.10372070},
  doi          = {10.1109/SSCI52147.2023.10372070},
  timestamp    = {Mon, 15 Jan 2024 21:26:31 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/ChristodoulakiK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09377,
  author       = {Vikram Duvvur and
                  Aashay Mehta and
                  Edward Sun and
                  Bo Wu and
                  Ken Yew Chan and
                  Jeff Schneider},
  title        = {Data Cross-Segmentation for Improved Generalization in Reinforcement
                  Learning Based Algorithmic Trading},
  journal      = {CoRR},
  volume       = {abs/2307.09377},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.09377},
  doi          = {10.48550/ARXIV.2307.09377},
  eprinttype    = {arXiv},
  eprint       = {2307.09377},
  timestamp    = {Tue, 25 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-09377.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01784,
  author       = {Song Wei and
                  Andrea Coletta and
                  Svitlana Vyetrenko and
                  Tucker Balch},
  title        = {{ATMS:} Algorithmic Trading-Guided Market Simulation},
  journal      = {CoRR},
  volume       = {abs/2309.01784},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.01784},
  doi          = {10.48550/ARXIV.2309.01784},
  eprinttype    = {arXiv},
  eprint       = {2309.01784},
  timestamp    = {Mon, 11 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-01784.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12774,
  author       = {Nassi Ebadifard and
                  Ajitesh Parihar and
                  Youry Khmelevsky and
                  Ga{\'{e}}tan Hains and
                  Albert Wong and
                  Frank Zhang},
  title        = {Data Extraction, Transformation, and Loading Process Automation for
                  Algorithmic Trading Machine Learning Modelling and Performance Optimization},
  journal      = {CoRR},
  volume       = {abs/2312.12774},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.12774},
  doi          = {10.48550/ARXIV.2312.12774},
  eprinttype    = {arXiv},
  eprint       = {2312.12774},
  timestamp    = {Wed, 17 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-12774.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TudorS22,
  author       = {Cristiana Tudor and
                  Robert Sova},
  title        = {Flexible Decision Support System for Algorithmic Trading: Empirical
                  Application on Crude Oil Markets},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {9628--9644},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3143767},
  doi          = {10.1109/ACCESS.2022.3143767},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/TudorS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/HurwitzMDB22,
  author       = {Catalina I. Hurwitz and
                  Suchismita Mishra and
                  Robert T. Daigler and
                  Ihsan Badshah},
  title        = {Dynamics of information leadership in the volatility complex with
                  trading time changes: Evidence from {VIX} futures and {VIX} ETPs},
  journal      = {Algorithmic Finance},
  volume       = {9},
  number       = {3-4},
  pages        = {63--79},
  year         = {2022},
  url          = {https://doi.org/10.3233/AF-200342},
  doi          = {10.3233/AF-200342},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/HurwitzMDB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/clsr/Schmidt-KessenE22,
  author       = {Maria Jos{\'{e}} Schmidt{-}Kessen and
                  Helen Eenmaa and
                  Maya Mitre},
  title        = {Machines that make and keep promises - Lessons for contract automation
                  from algorithmic trading on financial markets},
  journal      = {Comput. Law Secur. Rev.},
  volume       = {46},
  pages        = {105717},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.clsr.2022.105717},
  doi          = {10.1016/J.CLSR.2022.105717},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/clsr/Schmidt-KessenE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Dubey22,
  author       = {Ritesh Kumar Dubey},
  title        = {Algorithmic Trading: The Intelligent Trading Systems and Its Impact
                  on Trade Size},
  journal      = {Expert Syst. Appl.},
  volume       = {202},
  pages        = {117279},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.117279},
  doi          = {10.1016/J.ESWA.2022.117279},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/Dubey22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FelizardoPGMCDB22,
  author       = {Leonardo Kanashiro Felizardo and
                  Francisco Caio Lima Paiva and
                  Catharine de Vita Graves and
                  Elia Yathie Matsumoto and
                  Anna Helena Reali Costa and
                  Emilio Del{-}Moral{-}Hernandez and
                  Paolo Brandimarte},
  title        = {Outperforming algorithmic trading reinforcement learning systems:
                  {A} supervised approach to the cryptocurrency market},
  journal      = {Expert Syst. Appl.},
  volume       = {202},
  pages        = {117259},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.117259},
  doi          = {10.1016/J.ESWA.2022.117259},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/FelizardoPGMCDB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ShavandiK22,
  author       = {Ali Shavandi and
                  Majid Khedmati},
  title        = {A multi-agent deep reinforcement learning framework for algorithmic
                  trading in financial markets},
  journal      = {Expert Syst. Appl.},
  volume       = {208},
  pages        = {118124},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.118124},
  doi          = {10.1016/J.ESWA.2022.118124},
  timestamp    = {Tue, 20 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ShavandiK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blockchain2/ZhangWLSL22,
  author       = {Luyao Zhang and
                  Tianyu Wu and
                  Saad Lahrichi and
                  Carlos{-}Gustavo Salas{-}Flores and
                  Jiayi Li},
  title        = {A Data Science Pipeline for Algorithmic Trading: {A} Comparative Study
                  of Applications for Finance and Cryptoeconomics},
  booktitle    = {{IEEE} International Conference on Blockchain, Blockchain 2022, Espoo,
                  Finland, August 22-25, 2022},
  pages        = {298--303},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/Blockchain55522.2022.00048},
  doi          = {10.1109/BLOCKCHAIN55522.2022.00048},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/blockchain2/ZhangWLSL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChristodoulakiK22,
  author       = {Eva Christodoulaki and
                  Michael Kampouridis},
  title        = {U sing strongly typed genetic programming to combine technical and
                  sentiment analysis for algorithmic trading},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2022, Padua, Italy,
                  July 18-23, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CEC55065.2022.9870240},
  doi          = {10.1109/CEC55065.2022.9870240},
  timestamp    = {Mon, 12 Sep 2022 17:48:09 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/ChristodoulakiK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DuanCCLQ22,
  author       = {Zhongjie Duan and
                  Cen Chen and
                  Dawei Cheng and
                  Yuqi Liang and
                  Weining Qian},
  editor       = {Mohammad Al Hasan and
                  Li Xiong},
  title        = {Optimal Action Space Search: An Effective Deep Reinforcement Learning
                  Method for Algorithmic Trading},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
                  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {406--415},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557412},
  doi          = {10.1145/3511808.3557412},
  timestamp    = {Wed, 19 Oct 2022 12:52:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/DuanCCLQ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/NanPZ22,
  author       = {Abhishek Nan and
                  Anandh Perumal and
                  Osmar R. Za{\"{\i}}ane},
  editor       = {Christine Strauss and
                  Alfredo Cuzzocrea and
                  Gabriele Kotsis and
                  A Min Tjoa and
                  Ismail Khalil},
  title        = {Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement
                  Learning},
  booktitle    = {Database and Expert Systems Applications - 33rd International Conference,
                  {DEXA} 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13426},
  pages        = {167--180},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-12423-5\_13},
  doi          = {10.1007/978-3-031-12423-5\_13},
  timestamp    = {Tue, 21 Mar 2023 20:59:57 +0100},
  biburl       = {https://dblp.org/rec/conf/dexa/NanPZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TirumalaBMMZ22,
  author       = {Abhiram Tirumala and
                  Rishi Bhatnager and
                  Sriram Mudireddy and
                  Pranav Manjunath and
                  Jason Zutty},
  editor       = {Jonathan E. Fieldsend and
                  Markus Wagner},
  title        = {Designing a novel and high performance algorithmic trading model using
                  evolutionary AutoML and technical analysis},
  booktitle    = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
                  Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
  pages        = {312--315},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3520304.3529038},
  doi          = {10.1145/3520304.3529038},
  timestamp    = {Mon, 25 Jul 2022 17:04:27 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/TirumalaBMMZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbdt/XuX22,
  author       = {Jingxia Xu and
                  Yun Xiong},
  title        = {Algorithmic Trading Strategies for Informed Traders},
  booktitle    = {5th International Conference on Big Data Technologies, {ICBDT} 2022,
                  Qingdao, China, September 23-25, 2022},
  pages        = {160--164},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3565291.3565317},
  doi          = {10.1145/3565291.3565317},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icbdt/XuX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccta2/NemethS22,
  author       = {Marcell N{\'{e}}meth and
                  G{\'{a}}bor Sz{\"{u}}cs},
  title        = {Split Feature Space Ensemble Method using Deep Reinforcement Learning
                  for Algorithmic Trading},
  booktitle    = {{ICCTA} 2022: 8th International Conference on Computer Technology
                  Applications, Kapfenberg, Austria, May 12 - 14, 2022},
  pages        = {188--194},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3543712.3543722},
  doi          = {10.1145/3543712.3543722},
  timestamp    = {Thu, 24 Aug 2023 14:14:41 +0200},
  biburl       = {https://dblp.org/rec/conf/iccta2/NemethS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/ChoNJ22,
  author       = {Kanghyun Cho and
                  Kihwan Nam and
                  JaeHwuen Jung},
  editor       = {Niels Bj{\o}rn{-}Andersen and
                  Roman Beck and
                  Stacie Petter and
                  Tina Blegind Jensen and
                  Tilo B{\"{o}}hmann and
                  Kai{-}Lung Hui and
                  Viswanath Venkatesh},
  title        = {Blessing or Curse: Impact of Algorithmic Trading Bots Invasion of
                  the Cryptocurrency Market},
  booktitle    = {Proceedings of the 43rd International Conference on Information Systems,
                  {ICIS} 2022, Digitization for the Next Generation, Copenhagen, Denmark,
                  December 9-14, 2022},
  publisher    = {Association for Information Systems},
  year         = {2022},
  url          = {https://aisel.aisnet.org/icis2022/blockchain/blockchain/9},
  timestamp    = {Tue, 14 Feb 2023 13:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/icis/ChoNJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SinghTT22,
  author       = {Japjeet Singh and
                  Ruppa K. Thulasiram and
                  Aerambamoorthy Thavaneswaran},
  editor       = {Hisao Ishibuchi and
                  Chee{-}Keong Kwoh and
                  Ah{-}Hwee Tan and
                  Dipti Srinivasan and
                  Chunyan Miao and
                  Anupam Trivedi and
                  Keeley A. Crockett},
  title        = {{LSTM} based Algorithmic Trading model for Bitcoin},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
                  Singapore, December 4-7, 2022},
  pages        = {344--351},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/SSCI51031.2022.10022021},
  doi          = {10.1109/SSCI51031.2022.10022021},
  timestamp    = {Wed, 08 Feb 2023 22:09:16 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/SinghTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14932,
  author       = {Luyao Zhang and
                  Tianyu Wu and
                  Saad Lahrichi and
                  Carlos{-}Gustavo Salas{-}Flores and
                  Jiayi Li},
  title        = {A Data Science Pipeline for Algorithmic Trading: {A} Comparative Study
                  of Applications for Finance and Cryptoeconomics},
  journal      = {CoRR},
  volume       = {abs/2206.14932},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14932},
  doi          = {10.48550/ARXIV.2206.14932},
  eprinttype    = {arXiv},
  eprint       = {2206.14932},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14932.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10707,
  author       = {Boyi Jin},
  title        = {An intelligent algorithmic trading based on a risk-return reinforcement
                  learning algorithm},
  journal      = {CoRR},
  volume       = {abs/2208.10707},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.10707},
  doi          = {10.48550/ARXIV.2208.10707},
  eprinttype    = {arXiv},
  eprint       = {2208.10707},
  timestamp    = {Mon, 29 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-10707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03469,
  author       = {Naseh Majidi and
                  Mahdi Shamsi and
                  Farokh Marvasti},
  title        = {Algorithmic Trading Using Continuous Action Space Deep Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2210.03469},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.03469},
  doi          = {10.48550/ARXIV.2210.03469},
  eprinttype    = {arXiv},
  eprint       = {2210.03469},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-03469.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Spooner21,
  author       = {Thomas Spooner},
  title        = {Algorithmic trading and reinforcement learning: robust methodologies
                  for {AI} in finance},
  school       = {University of Liverpool, {UK}},
  year         = {2021},
  url          = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.835746},
  doi          = {10.17638/03130139},
  timestamp    = {Sun, 29 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Spooner21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AloudA21,
  author       = {Monira Essa Aloud and
                  Nora Alkhamees},
  title        = {Intelligent Algorithmic Trading Strategy Using Reinforcement Learning
                  and Directional Change},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {114659--114671},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3105259},
  doi          = {10.1109/ACCESS.2021.3105259},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/AloudA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ParkL21,
  author       = {Deog{-}Yeong Park and
                  Ki{-}Hoon Lee},
  title        = {Practical Algorithmic Trading Using State Representation Learning
                  and Imitative Reinforcement Learning},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {152310--152321},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3127209},
  doi          = {10.1109/ACCESS.2021.3127209},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/ParkL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TheateE21,
  author       = {Thibaut Th{\'{e}}ate and
                  Damien Ernst},
  title        = {An application of deep reinforcement learning to algorithmic trading},
  journal      = {Expert Syst. Appl.},
  volume       = {173},
  pages        = {114632},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.eswa.2021.114632},
  doi          = {10.1016/J.ESWA.2021.114632},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/TheateE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/AhmadAAAK21,
  author       = {Iftikhar Ahmad and
                  Muhammad Ovais Ahmad and
                  Mohammed A. Alqarni and
                  Abdulwahab Ali Almazroi and
                  Muhammad Imran Khan Khalil},
  title        = {Using algorithmic trading to analyze short term profitability of Bitcoin},
  journal      = {PeerJ Comput. Sci.},
  volume       = {7},
  pages        = {e337},
  year         = {2021},
  url          = {https://doi.org/10.7717/peerj-cs.337},
  doi          = {10.7717/PEERJ-CS.337},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/AhmadAAAK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/LiWWZ21,
  author       = {Yuze Li and
                  Shouyang Wang and
                  Yunjie Wei and
                  Qing Zhu},
  title        = {A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting
                  and Algorithmic Trading},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {8},
  number       = {6},
  pages        = {1357--1368},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCSS.2021.3084847},
  doi          = {10.1109/TCSS.2021.3084847},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcss/LiWWZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/HoqueTPT21,
  author       = {Md. Erfanul Hoque and
                  Aerambamoorthy Thavaneswaran and
                  Alex Paseka and
                  Ruppa K. Thulasiram},
  title        = {An Algorithmic Multiple Trading Strategy Using Data-Driven Random
                  Weights Innovation Volatility},
  booktitle    = {{IEEE} 45th Annual Computers, Software, and Applications Conference,
                  {COMPSAC} 2021, Madrid, Spain, July 12-16, 2021},
  pages        = {1760--1765},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/COMPSAC51774.2021.00263},
  doi          = {10.1109/COMPSAC51774.2021.00263},
  timestamp    = {Thu, 23 Sep 2021 08:33:11 +0200},
  biburl       = {https://dblp.org/rec/conf/compsac/HoqueTPT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Johnson-Skinner21,
  author       = {Ethan Johnson{-}Skinner and
                  You Liang and
                  Na Yu and
                  Alin Morariu},
  title        = {A Novel Algorithmic Trading Strategy using Hidden Markov Model for
                  Kalman Filtering Innovations},
  booktitle    = {{IEEE} 45th Annual Computers, Software, and Applications Conference,
                  {COMPSAC} 2021, Madrid, Spain, July 12-16, 2021},
  pages        = {1766--1771},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/COMPSAC51774.2021.00264},
  doi          = {10.1109/COMPSAC51774.2021.00264},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/compsac/Johnson-Skinner21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SawhneyAWS21,
  author       = {Ramit Sawhney and
                  Shivam Agarwal and
                  Arnav Wadhwa and
                  Rajiv Ratn Shah},
  editor       = {Jure Leskovec and
                  Marko Grobelnik and
                  Marc Najork and
                  Jie Tang and
                  Leila Zia},
  title        = {Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph
                  Learning for Algorithmic Trading},
  booktitle    = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
                  April 19-23, 2021},
  pages        = {11--22},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3442381.3450095},
  doi          = {10.1145/3442381.3450095},
  timestamp    = {Mon, 07 Jun 2021 12:37:30 +0200},
  biburl       = {https://dblp.org/rec/conf/www/SawhneyAWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13126,
  author       = {Thomas Orton},
  title        = {An Introduction To Regret Minimization In Algorithmic Trading: {A}
                  Survey of Universal Portfolio Techniques},
  journal      = {CoRR},
  volume       = {abs/2105.13126},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.13126},
  eprinttype    = {arXiv},
  eprint       = {2105.13126},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-13126.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00123,
  author       = {Tidor{-}Vlad Pricope},
  title        = {Deep Reinforcement Learning in Quantitative Algorithmic Trading: {A}
                  Review},
  journal      = {CoRR},
  volume       = {abs/2106.00123},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.00123},
  eprinttype    = {arXiv},
  eprint       = {2106.00123},
  timestamp    = {Wed, 09 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-00123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11270,
  author       = {Ceren Kocaogullar and
                  Arthur Gervais and
                  Benjamin Livshits},
  title        = {Towards Private On-Chain Algorithmic Trading},
  journal      = {CoRR},
  volume       = {abs/2109.11270},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.11270},
  eprinttype    = {arXiv},
  eprint       = {2109.11270},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-11270.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14936,
  author       = {Nathan Crone and
                  Eoin Brophy and
                  Tom{\'{a}}s Ward},
  title        = {Exploration of Algorithmic Trading Strategies for the Bitcoin Market},
  journal      = {CoRR},
  volume       = {abs/2110.14936},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.14936},
  eprinttype    = {arXiv},
  eprint       = {2110.14936},
  timestamp    = {Tue, 02 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-14936.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdatasociety/Hansen20,
  author       = {Kristian Bondo Hansen},
  title        = {The virtue of simplicity: On machine learning models in algorithmic
                  trading},
  journal      = {Big Data Soc.},
  volume       = {7},
  number       = {1},
  pages        = {205395172092655},
  year         = {2020},
  url          = {https://doi.org/10.1177/2053951720926558},
  doi          = {10.1177/2053951720926558},
  timestamp    = {Sun, 31 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatasociety/Hansen20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/HilbertD20,
  author       = {Martin Hilbert and
                  David Darmon},
  title        = {How Complexity and Uncertainty Grew with Algorithmic Trading},
  journal      = {Entropy},
  volume       = {22},
  number       = {5},
  pages        = {499},
  year         = {2020},
  url          = {https://doi.org/10.3390/e22050499},
  doi          = {10.3390/E22050499},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/HilbertD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HaZ20,
  author       = {Youngmin Ha and
                  Hai Zhang},
  title        = {Algorithmic trading for online portfolio selection under limited market
                  liquidity},
  journal      = {Eur. J. Oper. Res.},
  volume       = {286},
  number       = {3},
  pages        = {1033--1051},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.ejor.2020.03.050},
  doi          = {10.1016/J.EJOR.2020.03.050},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eor/HaZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LeiZLYS20,
  author       = {Kai Lei and
                  Bing Zhang and
                  Yu Li and
                  Min Yang and
                  Ying Shen},
  title        = {Time-driven feature-aware jointly deep reinforcement learning for
                  financial signal representation and algorithmic trading},
  journal      = {Expert Syst. Appl.},
  volume       = {140},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.eswa.2019.112872},
  doi          = {10.1016/J.ESWA.2019.112872},
  timestamp    = {Thu, 09 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/LeiZLYS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijais/PeiV20,
  author       = {Duo Pei and
                  Miklos A. Vasarhelyi},
  title        = {Big data and algorithmic trading against periodic and tangible asset
                  reporting: The need for {U-XBRL}},
  journal      = {Int. J. Account. Inf. Syst.},
  volume       = {37},
  pages        = {100453},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.accinf.2020.100453},
  doi          = {10.1016/J.ACCINF.2020.100453},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijais/PeiV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/SaifanSAA20,
  author       = {Ramzi R. Saifan and
                  Khaled Sharif and
                  Mohammad Abu{-}Ghazaleh and
                  Mohammad Abdel{-}Majeed},
  title        = {Investigating Algorithmic Stock Market Trading using Ensemble Machine
                  Learning Methods},
  journal      = {Informatica (Slovenia)},
  volume       = {44},
  number       = {3},
  year         = {2020},
  url          = {https://doi.org/10.31449/inf.v44i3.2904},
  doi          = {10.31449/INF.V44I3.2904},
  timestamp    = {Fri, 07 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/informaticaSI/SaifanSAA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcis/VoY20,
  author       = {Au Vo and
                  Christopher Yost{-}Bremm},
  title        = {A High-Frequency Algorithmic Trading Strategy for Cryptocurrency},
  journal      = {J. Comput. Inf. Syst.},
  volume       = {60},
  number       = {6},
  pages        = {555--568},
  year         = {2020},
  url          = {https://doi.org/10.1080/08874417.2018.1552090},
  doi          = {10.1080/08874417.2018.1552090},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcis/VoY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/BayramAB20,
  author       = {Mehmet Bayram and
                  Muzaffer Akat and
                  Serol Bulkan},
  title        = {Algorithmic pairs trading with expert inputs, a fuzzy statistical
                  arbitrage framework},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {38},
  number       = {1},
  pages        = {697--707},
  year         = {2020},
  url          = {https://doi.org/10.3233/JIFS-179442},
  doi          = {10.3233/JIFS-179442},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jifs/BayramAB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/LiangTPZT20,
  author       = {You Liang and
                  Aerambamoorthy Thavaneswaran and
                  Alexander Paseka and
                  Zimo Zhu and
                  Ruppa K. Thulasiram},
  title        = {A Novel Dynamic Data-Driven Algorithmic Trading Strategy Using Joint
                  Forecasts of Volatility and Stock Price},
  booktitle    = {44th {IEEE} Annual Computers, Software, and Applications Conference,
                  {COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
  pages        = {225--234},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/COMPSAC48688.2020.00038},
  doi          = {10.1109/COMPSAC48688.2020.00038},
  timestamp    = {Tue, 29 Sep 2020 12:30:55 +0200},
  biburl       = {https://dblp.org/rec/conf/compsac/LiangTPZT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/LiangTYHT20,
  author       = {You Liang and
                  Aerambamoorthy Thavaneswaran and
                  Na Yu and
                  Md. Erfanul Hoque and
                  Ruppa K. Thulasiram},
  title        = {Dynamic Data Science Applications in Optimal Profit Algorithmic Trading},
  booktitle    = {44th {IEEE} Annual Computers, Software, and Applications Conference,
                  {COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
  pages        = {1314--1319},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/COMPSAC48688.2020.00-74},
  doi          = {10.1109/COMPSAC48688.2020.00-74},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/compsac/LiangTYHT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eva/Garancs20,
  author       = {Janis Garancs},
  editor       = {Jon Weinel and
                  Jonathan P. Bowen and
                  Graham Diprose and
                  Nick Lambert},
  title        = {In Flow Between Fascination, Awe, Despair and Trance: Algorithmically
                  controlled live online trading experience},
  booktitle    = {Electronic Visualisation and the Arts, {EVA} 2020, London, UK, July
                  6-9, 2020},
  series       = {Workshops in Computing},
  publisher    = {{BCS}},
  year         = {2020},
  url          = {https://doi.org/10.14236/ewic/EVA2020.48},
  doi          = {10.14236/EWIC/EVA2020.48},
  timestamp    = {Wed, 10 Feb 2021 15:14:27 +0100},
  biburl       = {https://dblp.org/rec/conf/eva/Garancs20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ThavaneswaranLZ20,
  author       = {A. Thavaneswaran and
                  You Liang and
                  Zimo Zhu and
                  Ruppa K. Thulasiram},
  title        = {Novel Data-Driven Fuzzy Algorithmic Volatility Forecasting Models
                  with Applications to Algorithmic Trading},
  booktitle    = {29th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
                  2020, Glasgow, UK, July 19-24, 2020},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/FUZZ48607.2020.9177735},
  doi          = {10.1109/FUZZ48607.2020.9177735},
  timestamp    = {Thu, 10 Sep 2020 16:38:18 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/ThavaneswaranLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/WangO20,
  author       = {Hongchang Wang and
                  Eric Overby},
  title        = {How Does Algorithmic Trading Influence Investor Participation in Peer-to-Peer
                  Online Lending Markets?},
  booktitle    = {53rd Hawaii International Conference on System Sciences, {HICSS} 2020,
                  Maui, Hawaii, USA, January 7-10, 2020},
  pages        = {1--10},
  publisher    = {ScholarSpace},
  year         = {2020},
  url          = {https://hdl.handle.net/10125/64226},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hicss/WangO20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccai/LeiPS20,
  author       = {Ying Lei and
                  Qinke Peng and
                  Yiqing Shen},
  title        = {Deep Learning for Algorithmic Trading: Enhancing {MACD} Strategy},
  booktitle    = {{ICCAI} '20: 2020 6th International Conference on Computing and Artificial
                  Intelligence, Tianjin, China, April 23-26, 2020},
  pages        = {51--57},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3404555.3404604},
  doi          = {10.1145/3404555.3404604},
  timestamp    = {Wed, 10 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccai/LeiPS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/LiangTH20,
  author       = {You Liang and
                  Aerambamoorthy Thavaneswaran and
                  Md. Erfanul Hoque},
  title        = {A Novel Algorithmic Trading Strategy Using Data-Driven Innovation
                  Volatility},
  booktitle    = {2020 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2020, Canberra, Australia, December 1-4, 2020},
  pages        = {1107--1114},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/SSCI47803.2020.9308360},
  doi          = {10.1109/SSCI47803.2020.9308360},
  timestamp    = {Thu, 14 Jan 2021 15:14:22 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/LiangTH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09403,
  author       = {Abhishek Nan and
                  Anandh Perumal and
                  Osmar R. Za{\"{\i}}ane},
  title        = {Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2001.09403},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.09403},
  eprinttype    = {arXiv},
  eprint       = {2001.09403},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-09403.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11523,
  author       = {Evgeny Ponomarev and
                  Ivan V. Oseledets and
                  Andrzej Cichocki},
  title        = {Using Reinforcement Learning in the Algorithmic Trading Problem},
  journal      = {CoRR},
  volume       = {abs/2002.11523},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.11523},
  eprinttype    = {arXiv},
  eprint       = {2002.11523},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-11523.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06627,
  author       = {Thibaut Th{\'{e}}ate and
                  Damien Ernst},
  title        = {An Application of Deep Reinforcement Learning to Algorithmic Trading},
  journal      = {CoRR},
  volume       = {abs/2004.06627},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.06627},
  eprinttype    = {arXiv},
  eprint       = {2004.06627},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-06627.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11388,
  author       = {Yaser Faghan and
                  Nancirose Piazza and
                  Vahid Behzadan and
                  Ali Fathi},
  title        = {Adversarial Attacks on Deep Algorithmic Trading Policies},
  journal      = {CoRR},
  volume       = {abs/2010.11388},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.11388},
  eprinttype    = {arXiv},
  eprint       = {2010.11388},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-11388.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiZZ19c,
  author       = {Yang Li and
                  Wanshan Zheng and
                  Zibin Zheng},
  title        = {Deep Robust Reinforcement Learning for Practical Algorithmic Trading},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {108014--108022},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2932789},
  doi          = {10.1109/ACCESS.2019.2932789},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/LiZZ19c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/SiposC0L19,
  author       = {I. R{\'{o}}bert Sipos and
                  Attila Ceffer and
                  G{\'{a}}bor Horv{\'{a}}th and
                  J{\'{a}}nos Levendovszky},
  title        = {Parallel {MCMC} sampling of AR-HMMs for prediction based option trading},
  journal      = {Algorithmic Finance},
  volume       = {8},
  number       = {1-2},
  pages        = {47--55},
  year         = {2019},
  url          = {https://doi.org/10.3233/AF-190243},
  doi          = {10.3233/AF-190243},
  timestamp    = {Mon, 06 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/af/SiposC0L19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/Fung19,
  author       = {Stanley P. Y. Fung},
  title        = {Optimal Online Two-Way Trading with Bounded Number of Transactions},
  journal      = {Algorithmica},
  volume       = {81},
  number       = {11-12},
  pages        = {4238--4257},
  year         = {2019},
  url          = {https://doi.org/10.1007/s00453-018-00534-9},
  doi          = {10.1007/S00453-018-00534-9},
  timestamp    = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithmica/Fung19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/SunKC19,
  author       = {Edward W. Sun and
                  Timm Kruse and
                  Yi{-}Ting Chen},
  title        = {Stylized algorithmic trading: satisfying the predictive near-term
                  demand of liquidity},
  journal      = {Ann. Oper. Res.},
  volume       = {281},
  number       = {1-2},
  pages        = {315--347},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10479-019-03150-0},
  doi          = {10.1007/S10479-019-03150-0},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/anor/SunKC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MartinQI19,
  author       = {Carlos Mart{\'{\i}}n and
                  David Quintana and
                  Pedro Isasi},
  title        = {Grammatical Evolution-based ensembles for algorithmic trading},
  journal      = {Appl. Soft Comput.},
  volume       = {84},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.asoc.2019.105713},
  doi          = {10.1016/J.ASOC.2019.105713},
  timestamp    = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/MartinQI19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsdm/LiuFY19,
  author       = {Jun Liu and
                  Qingqin Fu and
                  Onur Yilmaz},
  editor       = {Antonio J. Tall{\'{o}}n{-}Ballesteros},
  title        = {Prediction of High Frequency Trading Financial Data Using Stacked
                  LSTMs for Algorithmic Trading},
  booktitle    = {Fuzzy Systems and Data Mining {V} - Proceedings of {FSDM} 2019, Kitakyushu
                  City, Japan, October 18-21, 2019},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {320},
  pages        = {1064--1070},
  publisher    = {{IOS} Press},
  year         = {2019},
  url          = {https://doi.org/10.3233/FAIA190285},
  doi          = {10.3233/FAIA190285},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fsdm/LiuFY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SunSWW19,
  author       = {Hongyong Sun and
                  Nan Sang and
                  Jia Wu and
                  Chen Wang},
  title        = {Algorithmic Currency Trading Based on Reinforcement Learning Combining
                  Action Shaping and Advantage Function Shaping},
  booktitle    = {31st {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2019, Portland, OR, USA, November 4-6, 2019},
  pages        = {1494--1498},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICTAI.2019.00212},
  doi          = {10.1109/ICTAI.2019.00212},
  timestamp    = {Thu, 20 Feb 2020 16:19:51 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/SunSWW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/MazumdarZG19a,
  author       = {Kingshuk Mazumdar and
                  Dongmo Zhang and
                  Yi Guo},
  editor       = {Abhaya C. Nayak and
                  Alok Sharma},
  title        = {Multi-peak Algorithmic Trading Strategies Using Grey Wolf Optimizer},
  booktitle    = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
                  International Conference on Artificial Intelligence, Cuvu, Yanuca
                  Island, Fiji, August 26-30, 2019, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11672},
  pages        = {748--754},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-29894-4\_61},
  doi          = {10.1007/978-3-030-29894-4\_61},
  timestamp    = {Sun, 12 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pricai/MazumdarZG19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/Virgilio18,
  author       = {Gianluca Piero Maria Virgilio},
  title        = {Absolute vs. relative speed in high-frequency trading},
  journal      = {Algorithmic Finance},
  volume       = {7},
  number       = {3-4},
  pages        = {71--86},
  year         = {2018},
  url          = {https://doi.org/10.3233/AF-180253},
  doi          = {10.3233/AF-180253},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/Virgilio18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/WrightCL18,
  author       = {Dominic Wright and
                  Luca Capriotti and
                  Jacky Lee},
  title        = {Machine learning and corporate bond trading},
  journal      = {Algorithmic Finance},
  volume       = {7},
  number       = {3-4},
  pages        = {105--110},
  year         = {2018},
  url          = {https://doi.org/10.3233/AF-180258},
  doi          = {10.3233/AF-180258},
  timestamp    = {Wed, 24 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/WrightCL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/SaettlerLC18,
  author       = {Aline Medeiros Saettler and
                  Eduardo Sany Laber and
                  Ferdinando Cicalese},
  title        = {Correction to: Trading Off Worst and Expected Cost in Decision Tree
                  Problems},
  journal      = {Algorithmica},
  volume       = {80},
  number       = {11},
  pages        = {3431--3436},
  year         = {2018},
  url          = {https://doi.org/10.1007/s00453-018-0423-8},
  doi          = {10.1007/S00453-018-0423-8},
  timestamp    = {Wed, 03 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/SaettlerLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/SezerO18,
  author       = {Omer Berat Sezer and
                  A. Murat Ozbayoglu},
  title        = {Algorithmic financial trading with deep convolutional neural networks:
                  Time series to image conversion approach},
  journal      = {Appl. Soft Comput.},
  volume       = {70},
  pages        = {525--538},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.asoc.2018.04.024},
  doi          = {10.1016/J.ASOC.2018.04.024},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/SezerO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/CarteaJR18,
  author       = {{\'{A}}lvaro Cartea and
                  Sebastian Jaimungal and
                  Jason Ricci},
  title        = {Algorithmic Trading, Stochastic Control, and Mutually Exciting Processes},
  journal      = {{SIAM} Rev.},
  volume       = {60},
  number       = {3},
  pages        = {673--703},
  year         = {2018},
  url          = {https://doi.org/10.1137/18M1176968},
  doi          = {10.1137/18M1176968},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamrev/CarteaJR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/CurrieSCV18,
  author       = {Wendy Currie and
                  Jonathan J. M. Seddon and
                  Ricky Cooper and
                  Ben Van Vliet},
  title        = {Theories for Analysing Innovation and Technology in Emerging Financial
                  Markets: The Case of Algorithmic and High Frequency Trading},
  booktitle    = {24th Americas Conference on Information Systems, {AMCIS} 2018, New
                  Orleans, LA, USA, August 16-18, 2018},
  publisher    = {Association for Information Systems},
  year         = {2018},
  url          = {https://aisel.aisnet.org/amcis2018/GlobalDev/Presentations/13},
  timestamp    = {Mon, 22 Oct 2018 17:24:45 +0200},
  biburl       = {https://dblp.org/rec/conf/amcis/CurrieSCV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icteri/ReznikP18,
  author       = {Nadiia Reznik and
                  Lubov Pankratova},
  editor       = {Vadim Ermolayev and
                  Mari Carmen Su{\'{a}}rez{-}Figueroa and
                  Vitaliy Yakovyna and
                  Vyacheslav S. Kharchenko and
                  Vitaliy Kobets and
                  Hennadiy Kravtsov and
                  Vladimir S. Peschanenko and
                  Yaroslav Prytula and
                  Mykola S. Nikitchenko and
                  Aleksander Spivakovsky},
  title        = {High-Frequency Trade as a Component of Algorithmic Trading: Market
                  Consequences},
  booktitle    = {Proceedings of the 14th International Conference on {ICT} in Education,
                  Research and Industrial Applications. Integration, Harmonization and
                  Knowledge Transfer. Volume {II:} Workshops, Kyiv, Ukraine, May 14-17,
                  2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2104},
  pages        = {73--83},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {https://ceur-ws.org/Vol-2104/paper\_174.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:14 +0100},
  biburl       = {https://dblp.org/rec/conf/icteri/ReznikP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sera/YeX18,
  author       = {Botao Ye and
                  Dejun Xie},
  editor       = {Shaowen Yao and
                  Zhi Jin and
                  Xiaohui Cui and
                  Bing Luo and
                  Junfeng Wang and
                  Zhengtao Yu},
  title        = {An Overview of Event Based Directional Change for Algorithmic Trading},
  booktitle    = {16th {IEEE} International Conference on Software Engineering Research,
                  Management and Applications, {SERA} 2018, Kunming, China, June 13-15,
                  2018},
  pages        = {13--18},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/SERA.2018.8477229},
  doi          = {10.1109/SERA.2018.8477229},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sera/YeX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/system/VaitonisMK18,
  author       = {Mantas Vaitonis and
                  Saulius Masteika and
                  Konstantinas Korovkinas},
  editor       = {Giacomo Capizzi and
                  Robertas Damasevicius and
                  Audrius Lopata and
                  Tomas Krilavicius and
                  Christian Napoli and
                  Marcin Wozniak},
  title        = {Algorithmic Trading and Machine Learning Based on {GPU}},
  booktitle    = {Proceedings of the Symposium for Young Scientists in Technology, Engineering
                  and Mathematics, Gliwice, Poland, May 28, 2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2147},
  pages        = {49--54},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {http://ceur-ws.org/Vol-2147/p09.pdf},
  timestamp    = {Thu, 14 Sep 2023 17:06:49 +0200},
  biburl       = {https://dblp.org/rec/conf/system/VaitonisMK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03010,
  author       = {Sevi Baltaoglu and
                  Lang Tong and
                  Qing Zhao},
  title        = {Algorithmic Bidding for Virtual Trading in Electricity Markets},
  journal      = {CoRR},
  volume       = {abs/1802.03010},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.03010},
  eprinttype    = {arXiv},
  eprint       = {1802.03010},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-03010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/SaettlerLC17,
  author       = {Aline Medeiros Saettler and
                  Eduardo Sany Laber and
                  Ferdinando Cicalese},
  title        = {Trading Off Worst and Expected Cost in Decision Tree Problems},
  journal      = {Algorithmica},
  volume       = {79},
  number       = {3},
  pages        = {886--908},
  year         = {2017},
  url          = {https://doi.org/10.1007/s00453-016-0211-2},
  doi          = {10.1007/S00453-016-0211-2},
  timestamp    = {Tue, 12 Sep 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/SaettlerLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamfm/CarteaDJ17,
  author       = {{\'{A}}lvaro Cartea and
                  Ryan Donnelly and
                  Sebastian Jaimungal},
  title        = {Algorithmic Trading with Model Uncertainty},
  journal      = {{SIAM} J. Financial Math.},
  volume       = {8},
  number       = {1},
  pages        = {635--671},
  year         = {2017},
  url          = {https://doi.org/10.1137/16M106282X},
  doi          = {10.1137/16M106282X},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamfm/CarteaDJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/CurrieS17,
  author       = {Wendy L. Currie and
                  Jonathan J. M. Seddon},
  title        = {Theories for Analysing Innovation and Technology in Emerging Financial
                  Markets: The Case of Algorithmic and High Frequency Trading},
  booktitle    = {23rd Americas Conference on Information Systems, {AMCIS} 2017, Boston,
                  MA, USA, August 10-12, 2017},
  publisher    = {Association for Information Systems},
  year         = {2017},
  url          = {http://aisel.aisnet.org/amcis2017/ICTs/Presentations/7},
  timestamp    = {Tue, 23 May 2017 14:16:12 +0200},
  biburl       = {https://dblp.org/rec/conf/amcis/CurrieS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RutaRC17,
  author       = {Andrzej Ruta and
                  Dymitr Ruta and
                  Ling Cen},
  editor       = {Marzena Kryszkiewicz and
                  Annalisa Appice and
                  Dominik Slezak and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Algorithmic Daily Trading Based on Experts' Recommendations},
  booktitle    = {Foundations of Intelligent Systems - 23rd International Symposium,
                  {ISMIS} 2017, Warsaw, Poland, June 26-29, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10352},
  pages        = {735--744},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-60438-1\_72},
  doi          = {10.1007/978-3-319-60438-1\_72},
  timestamp    = {Thu, 14 Oct 2021 10:09:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RutaRC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ruscdays/Zelenkov17,
  author       = {Yuri Zelenkov},
  editor       = {Vladimir V. Voevodin and
                  Sergey I. Sobolev},
  title        = {Parallel Heterogeneous Multi-classifier System for Decision Making
                  in Algorithmic Trading},
  booktitle    = {Supercomputing - Third Russian Supercomputing Days, RuSCDays 2017,
                  Moscow, Russia, September 25-26, 2017, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {793},
  pages        = {251--265},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-71255-0\_20},
  doi          = {10.1007/978-3-319-71255-0\_20},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ruscdays/Zelenkov17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wea2/ArevaloNHSLA17,
  author       = {Andr{\'{e}}s Ar{\'{e}}valo and
                  Jaime Ni{\~{n}}o and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez{-}P{\'{e}}rez and
                  Javier Sandoval and
                  Diego Le{\'{o}}n and
                  Arbey Arag{\'{o}}n},
  editor       = {Juan Carlos Figueroa Garc{\'{\i}}a and
                  Eduyn Ramiro L{\'{o}}pez{-}Santana and
                  Jos{\'{e}} Luis Villa{-}Ram{\'{\i}}rez and
                  Roberto Ferro Escobar},
  title        = {Algorithmic Trading Using Deep Neural Networks on High Frequency Data},
  booktitle    = {Applied Computer Sciences in Engineering - 4th Workshop on Engineering
                  Applications, {WEA} 2017, Cartagena, Colombia, September 27-29, 2017,
                  Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {742},
  pages        = {144--155},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66963-2\_14},
  doi          = {10.1007/978-3-319-66963-2\_14},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wea2/ArevaloNHSLA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10836,
  author       = {Jithin Mathews and
                  Priya Mehta and
                  S. V. Kasi Visweswara Rao and
                  Ch. Sobhan Babu},
  title        = {An algorithmic approach to handle circular trading in commercial taxing
                  system},
  journal      = {CoRR},
  volume       = {abs/1710.10836},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.10836},
  eprinttype    = {arXiv},
  eprint       = {1710.10836},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-10836.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Booth16,
  author       = {Ash Booth},
  title        = {Automated algorithmic trading: machine learning and agent-based modelling
                  in complex adaptive financial markets},
  school       = {University of Southampton, {UK}},
  year         = {2016},
  url          = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.690300},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Booth16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Wah16,
  author       = {Elaine Wah},
  title        = {Computational Models of Algorithmic Trading in Financial Markets},
  school       = {University of Michigan, {USA}},
  year         = {2016},
  url          = {https://hdl.handle.net/2027.42/120811},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Wah16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BerutichLLQ16,
  author       = {Jos{\'{e}} Manuel Berutich and
                  Francisco L{\'{o}}pez and
                  Francisco Luna and
                  David Quintana},
  title        = {Robust technical trading strategies using {GP} for algorithmic portfolio
                  selection},
  journal      = {Expert Syst. Appl.},
  volume       = {46},
  pages        = {307--315},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.eswa.2015.10.040},
  doi          = {10.1016/J.ESWA.2015.10.040},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/BerutichLLQ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/BendtsenP16,
  author       = {Marcus Bendtsen and
                  Jos{\'{e}} M. Pe{\~{n}}a},
  title        = {Gated Bayesian networks for algorithmic trading},
  journal      = {Int. J. Approx. Reason.},
  volume       = {69},
  pages        = {58--80},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.ijar.2015.11.002},
  doi          = {10.1016/J.IJAR.2015.11.002},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijar/BendtsenP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/Raudys16,
  author       = {Aistis Raudys},
  editor       = {Witold Abramowicz and
                  Rainer Alt and
                  Bogdan Franczyk},
  title        = {Portfolio of Global Futures Algorithmic Trading Strategies for Best
                  Out-of-Sample Performance},
  booktitle    = {Business Information Systems - 19th International Conference, {BIS}
                  2016, Leipzig, Germany, July, 6-8, 2016, Proceedings},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {255},
  pages        = {424--435},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39426-8\_33},
  doi          = {10.1007/978-3-319-39426-8\_33},
  timestamp    = {Sat, 19 Oct 2019 20:06:48 +0200},
  biburl       = {https://dblp.org/rec/conf/bis/Raudys16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Inggs16,
  author       = {Gordon Inggs},
  title        = {Algorithmic Trading: {A} brief, computational finance case study on
                  data centre FPGAs},
  journal      = {CoRR},
  volume       = {abs/1607.05069},
  year         = {2016},
  url          = {http://arxiv.org/abs/1607.05069},
  eprinttype    = {arXiv},
  eprint       = {1607.05069},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Inggs16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/CooperOV15,
  author       = {Ricky Cooper and
                  Michael Ong and
                  Ben Van Vliet},
  title        = {Multi-scale capability: {A} better approach to performance measurement
                  for algorithmic trading},
  journal      = {Algorithmic Finance},
  volume       = {4},
  number       = {1-2},
  pages        = {53--68},
  year         = {2015},
  url          = {https://doi.org/10.3233/AF-150043},
  doi          = {10.3233/AF-150043},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/CooperOV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/KumaresanK15,
  author       = {Miles Kumaresan and
                  Natasa Krejic},
  title        = {Optimal trading of algorithmic orders in a liquidity fragmented market
                  place},
  journal      = {Ann. Oper. Res.},
  volume       = {229},
  number       = {1},
  pages        = {521--540},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10479-015-1815-7},
  doi          = {10.1007/S10479-015-1815-7},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/anor/KumaresanK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HuLZSNL15,
  author       = {Yong Hu and
                  Kang Liu and
                  Xiangzhou Zhang and
                  Lijun Su and
                  E. W. T. Ngai and
                  Mei Liu},
  title        = {Application of evolutionary computation for rule discovery in stock
                  algorithmic trading: {A} literature review},
  journal      = {Appl. Soft Comput.},
  volume       = {36},
  pages        = {534--551},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.asoc.2015.07.008},
  doi          = {10.1016/J.ASOC.2015.07.008},
  timestamp    = {Fri, 13 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/HuLZSNL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Wah15,
  author       = {Elaine Wah},
  editor       = {Gerhard Weiss and
                  Pinar Yolum and
                  Rafael H. Bordini and
                  Edith Elkind},
  title        = {Computational Models of Algorithmic Trading in Financial Markets},
  booktitle    = {Proceedings of the 2015 International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
  pages        = {1987--1988},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {http://dl.acm.org/citation.cfm?id=2773539},
  timestamp    = {Tue, 08 Mar 2022 10:12:47 +0100},
  biburl       = {https://dblp.org/rec/conf/atal/Wah15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisy/Gruver15,
  author       = {William A. Gruver},
  title        = {Algorithmic trading systems},
  booktitle    = {13th {IEEE} International Symposium on Intelligent Systems and Informatics,
                  {SISY} 2015, Subotica, Serbia, September 17-19, 2015},
  pages        = {17},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/SISY.2015.7325393},
  doi          = {10.1109/SISY.2015.7325393},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/sisy/Gruver15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Bendtsen15,
  author       = {Marcus Bendtsen},
  editor       = {John Mark Agosta and
                  Rommel Novaes Carvalho},
  title        = {Bayesian Optimisation of Gated Bayesian Networks for Algorithmic Trading},
  booktitle    = {Proceedings of the Twelfth {UAI} Bayesian Modeling Applications Workshop
                  {(BMAW} 2015) co-located with the 31st Conference on Uncertainty in
                  Artificial Intelligence {(UAI} 2015), Amsterdam, The Netherlands,
                  July 16, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1565},
  pages        = {2--11},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1565/bmaw2015\_paper2.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:25 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/Bendtsen15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/GiacomelGP15,
  author       = {Felipe Giacomel and
                  Renata Galante and
                  Adriano C. M. Pereira},
  title        = {An Algorithmic Trading Agent Based on a Neural Network Ensemble: {A}
                  Case of Study in North American and Brazilian Stock Markets},
  booktitle    = {{IEEE/WIC/ACM} International Conference on Web Intelligence and Intelligent
                  Agent Technology, {WI-IAT} 2015, Singapore, December 6-9, 2015 - Volume
                  {II}},
  pages        = {230--233},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/WI-IAT.2015.43},
  doi          = {10.1109/WI-IAT.2015.43},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/GiacomelGP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GarciaS15,
  author       = {David Garc{\'{\i}}a and
                  Frank Schweitzer},
  title        = {Social signals and algorithmic trading of Bitcoin},
  journal      = {CoRR},
  volume       = {abs/1506.01513},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.01513},
  eprinttype    = {arXiv},
  eprint       = {1506.01513},
  timestamp    = {Mon, 20 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GarciaS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Galas14,
  author       = {Michal Galas},
  title        = {Experimental computational simulation environments for algorithmic
                  trading},
  school       = {University College London, {UK}},
  year         = {2014},
  url          = {http://discovery.ucl.ac.uk/1418208/},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Galas14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/LiDZWX14,
  author       = {Xiaodong Li and
                  Xiaotie Deng and
                  Shanfeng Zhu and
                  Feng Wang and
                  Haoran Xie},
  title        = {An intelligent market making strategy in algorithmic trading},
  journal      = {Frontiers Comput. Sci.},
  volume       = {8},
  number       = {4},
  pages        = {596--608},
  year         = {2014},
  url          = {https://doi.org/10.1007/s11704-014-3312-6},
  doi          = {10.1007/S11704-014-3312-6},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fcsc/LiDZWX14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isca/AbdunabiB14,
  author       = {Tarek Abdunabi and
                  Otman Basir},
  title        = {Holonic Intelligent Multi-Agent Algorithmic Trading System {(HIMAATS)}},
  journal      = {Int. J. Comput. Their Appl.},
  volume       = {21},
  number       = {1},
  pages        = {54--61},
  year         = {2014},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isca/AbdunabiB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcci/PonomarevaC14,
  author       = {Natalia Ponomareva and
                  Anisoara Calinescu},
  title        = {Revisiting Agent-Based Models of Algorithmic Trading Strategies},
  journal      = {Trans. Comput. Collect. Intell.},
  volume       = {16},
  pages        = {92--121},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44871-7\_4},
  doi          = {10.1007/978-3-662-44871-7\_4},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcci/PonomarevaC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/KoschnickeGSS14,
  author       = {Sven Koschnicke and
                  Vasco Grossmann and
                  Christoph Starke and
                  Manfred Schimmler},
  title        = {Quality and consistency assurance of quote data for algorithmic trading
                  strategies},
  booktitle    = {{IEEE} Conference on Computational Intelligence for Financial Engineering
                  {\&} Economics, CIFEr 2014, London, UK, March 27-28, 2014},
  pages        = {255--261},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/CIFEr.2014.6924081},
  doi          = {10.1109/CIFER.2014.6924081},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/KoschnickeGSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/ShenHYO14,
  author       = {Yun Shen and
                  Ruihong Huang and
                  Chang Yan and
                  Klaus Obermayer},
  title        = {Risk-averse reinforcement learning for algorithmic trading},
  booktitle    = {{IEEE} Conference on Computational Intelligence for Financial Engineering
                  {\&} Economics, CIFEr 2014, London, UK, March 27-28, 2014},
  pages        = {391--398},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/CIFEr.2014.6924100},
  doi          = {10.1109/CIFER.2014.6924100},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/ShenHYO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangQBS14,
  author       = {Steve Y. Yang and
                  Qifeng Qiao and
                  Peter A. Beling and
                  William T. Scherer},
  title        = {Algorithmic trading behavior identification using reward learning
                  method},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {3807--3414},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889878},
  doi          = {10.1109/IJCNN.2014.6889878},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/YangQBS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BendtsenP14,
  author       = {Marcus Bendtsen and
                  Jos{\'{e}} M. Pe{\~{n}}a},
  editor       = {Linda C. van der Gaag and
                  A. J. Feelders},
  title        = {Learning Gated Bayesian Networks for Algorithmic Trading},
  booktitle    = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
                  Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8754},
  pages        = {49--64},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-11433-0\_4},
  doi          = {10.1007/978-3-319-11433-0\_4},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pgm/BendtsenP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/KirilenkoSM13,
  author       = {Andrei Kirilenko and
                  Richard B. Sowers and
                  Xiangqian Meng},
  title        = {A multiscale model of high-frequency trading},
  journal      = {Algorithmic Finance},
  volume       = {2},
  number       = {1},
  pages        = {59--98},
  year         = {2013},
  url          = {https://doi.org/10.3233/AF-13017},
  doi          = {10.3233/AF-13017},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/af/KirilenkoSM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/Wang13,
  author       = {Shilei Wang},
  title        = {Dynamical trading mechanisms in limit order markets},
  journal      = {Algorithmic Finance},
  volume       = {2},
  number       = {3-4},
  pages        = {213--231},
  year         = {2013},
  url          = {https://doi.org/10.3233/AF-13027},
  doi          = {10.3233/AF-13027},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/Wang13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/TreleavenGL13,
  author       = {Philip C. Treleaven and
                  Michal Galas and
                  Vidhi Lalchand},
  title        = {Algorithmic trading review},
  journal      = {Commun. {ACM}},
  volume       = {56},
  number       = {11},
  pages        = {76--85},
  year         = {2013},
  url          = {https://doi.org/10.1145/2500117},
  doi          = {10.1145/2500117},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/TreleavenGL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/AbrilS13,
  author       = {Ildefons Magrans de Abril and
                  Masashi Sugiyama},
  title        = {Winning the Kaggle Algorithmic Trading Challenge with the Composition
                  of Many Models and Feature Engineering},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {96-D},
  number       = {3},
  pages        = {742--745},
  year         = {2013},
  url          = {https://doi.org/10.1587/transinf.E96.D.742},
  doi          = {10.1587/TRANSINF.E96.D.742},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ieicet/AbrilS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/SeoC13,
  author       = {Ji{-}Yong Seo and
                  Sangmi Chai},
  title        = {The role of algorithmic trading systems on stock market efficiency},
  journal      = {Inf. Syst. Frontiers},
  volume       = {15},
  number       = {5},
  pages        = {873--888},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10796-013-9442-9},
  doi          = {10.1007/S10796-013-9442-9},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isf/SeoC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bife/ChenLL13,
  author       = {Chaoteng Jordan Chen and
                  Xiaotao Liu and
                  Kin Keung Lai},
  editor       = {Lean Yu and
                  Rongda Chen and
                  Shouyang Wang},
  title        = {Comparisons of Strategies on Gold Algorithmic Trading},
  booktitle    = {Sixth International Conference on Business Intelligence and Financial
                  Engineering, {BIFE} 2013, Hangzhou, China, November 14-16, 2013},
  pages        = {286--290},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/BIFE.2013.61},
  doi          = {10.1109/BIFE.2013.61},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bife/ChenLL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Yingsaeree12,
  author       = {Chaiyakorn Yingsaeree},
  title        = {Algorithmic trading : model of execution probability and order placement
                  strategy},
  school       = {University College London, {UK}},
  year         = {2012},
  url          = {http://discovery.ucl.ac.uk/1359852/},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Yingsaeree12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/AhrabianTM12,
  author       = {Alireza Ahrabian and
                  Clive Cheong Took and
                  Danilo P. Mandic},
  title        = {Algorithmic Trading Using Phase Synchronization},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {6},
  number       = {4},
  pages        = {399--403},
  year         = {2012},
  url          = {https://doi.org/10.1109/JSTSP.2011.2173900},
  doi          = {10.1109/JSTSP.2011.2173900},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/AhrabianTM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/GabrielssonKJ12,
  author       = {Patrick Gabrielsson and
                  Rikard K{\"{o}}nig and
                  Ulf Johansson},
  title        = {Hierarchical Temporal Memory-based algorithmic trading of financial
                  markets},
  booktitle    = {Proceedings of the 2012 {IEEE} Conference on Computational Intelligence
                  for Financial Engineering {\&} Economics, CIFEr 2012, New York
                  City, NY, USA, March 29-30, 2012},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/CIFEr.2012.6327784},
  doi          = {10.1109/CIFER.2012.6327784},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/GabrielssonKJ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/er/Hogenboom12,
  author       = {Frederik Hogenboom},
  editor       = {Silvana Castano and
                  Panos Vassiliadis and
                  Laks V. S. Lakshmanan and
                  Mong{-}Li Lee},
  title        = {Financial Events Recognition in Web News for Algorithmic Trading},
  booktitle    = {Advances in Conceptual Modeling - {ER} 2012 Workshops CMS, ECDM-NoCoDA,
                  MoDIC, MORE-BI, RIGiM, SeCoGIS, WISM, Florence, Italy, October 15-18,
                  2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7518},
  pages        = {368--377},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33999-8\_43},
  doi          = {10.1007/978-3-642-33999-8\_43},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/er/Hogenboom12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/BellG12,
  author       = {David Bell and
                  Laide Gana},
  title        = {Algorithmic Trading Systems: {A} Multifaceted View of Adoption},
  booktitle    = {45th Hawaii International International Conference on Systems Science
                  {(HICSS-45} 2012), Proceedings, 4-7 January 2012, Grand Wailea, Maui,
                  HI, {USA}},
  pages        = {3090--3099},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/HICSS.2012.93},
  doi          = {10.1109/HICSS.2012.93},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hicss/BellG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceccs/PonomarevaC12,
  author       = {Natalia Ponomareva and
                  Anisoara Calinescu},
  editor       = {Isabelle Perseil and
                  Karin K. Breitman and
                  Marc Pouzet},
  title        = {Extending and Evaluating Agent-Based Models of Algorithmic Trading
                  Strategies},
  booktitle    = {17th {IEEE} International Conference on Engineering of Complex Computer
                  Systems, {ICECCS} 2012, Paris, France, July 18-20, 2012},
  pages        = {351--360},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.ieeecomputersociety.org/10.1109/ICECCS.2012.18},
  doi          = {10.1109/ICECCS.2012.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iceccs/PonomarevaC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/GhandarMZ12,
  author       = {Adam Ghandar and
                  Zbigniew Michalewicz and
                  Ralf Zurbruegg},
  editor       = {Carlos A. Coello Coello and
                  Vincenzo Cutello and
                  Kalyanmoy Deb and
                  Stephanie Forrest and
                  Giuseppe Nicosia and
                  Mario Pavone},
  title        = {Enhancing Profitability through Interpretability in Algorithmic Trading
                  with a Multiobjective Evolutionary Fuzzy System},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
                  Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7492},
  pages        = {42--51},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32964-7\_5},
  doi          = {10.1007/978-3-642-32964-7\_5},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsn/GhandarMZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/FengRP12,
  author       = {Yiyong Feng and
                  Francisco Rubio and
                  Daniel P{\'{e}}rez Palomar},
  title        = {Optimal order execution for algorithmic trading: {A} CVaR approach},
  booktitle    = {13th {IEEE} International Workshop on Signal Processing Advances in
                  Wireless Communications, {SPAWC} 2012, Cesme, Turkey, June 17-20,
                  2012},
  pages        = {480--484},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/SPAWC.2012.6292954},
  doi          = {10.1109/SPAWC.2012.6292954},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/spawc/FengRP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/OthmanS11,
  author       = {Abraham Othman and
                  Tuomas Sandholm},
  title        = {Inventory-based versus Prior-based Options Trading Agents},
  journal      = {Algorithmic Finance},
  volume       = {1},
  number       = {2},
  pages        = {95--121},
  year         = {2011},
  url          = {https://doi.org/10.3233/AF-2011-009},
  doi          = {10.3233/AF-2011-009},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/OthmanS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/Schmitz11,
  author       = {James E. Schmitz},
  title        = {Algorithmic trading in the Iowa electronic markets},
  journal      = {Algorithmic Finance},
  volume       = {1},
  number       = {2},
  pages        = {157--181},
  year         = {2011},
  url          = {https://doi.org/10.3233/AF-2011-012},
  doi          = {10.3233/AF-2011-012},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/af/Schmitz11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/NutiMTY11,
  author       = {Giuseppe Nuti and
                  Mahnoosh Mirghaemi and
                  Philip C. Treleaven and
                  Chaiyakorn Yingsaeree},
  title        = {Algorithmic Trading},
  journal      = {Computer},
  volume       = {44},
  number       = {11},
  pages        = {61--69},
  year         = {2011},
  url          = {https://doi.org/10.1109/MC.2011.31},
  doi          = {10.1109/MC.2011.31},
  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/computer/NutiMTY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecms/Kumar11,
  author       = {Deepak Kumar},
  editor       = {Tadeusz Burczynski and
                  Joanna Kolodziej and
                  Aleksander Byrski and
                  Marco Carvalho},
  title        = {Numerical Methods For Optimal Control Based Schemes For Volatility
                  Calibration And Algorithmic Tradings},
  booktitle    = {25th European Conference on Modelling and Simulation, {ECMS} 2011,
                  Krakow, Poland, June 7-10, 2011},
  pages        = {289--295},
  publisher    = {European Council for Modeling and Simulation},
  year         = {2011},
  url          = {https://doi.org/10.7148/2011-0289-0295},
  doi          = {10.7148/2011-0289-0295},
  timestamp    = {Tue, 09 Feb 2021 08:32:57 +0100},
  biburl       = {https://dblp.org/rec/conf/ecms/Kumar11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/Groth11,
  author       = {Sven S. Groth},
  title        = {Does Algorithmic Trading Increase Volatility? Empirical Evidence from
                  the Fully-Electronic Trading Platform Xetra},
  booktitle    = {10. Internationale Tagung Wirtschaftsinformatik, Z{\"{u}}rich,
                  16.-18. Februar 2011},
  pages        = {112},
  year         = {2011},
  url          = {http://aisel.aisnet.org/wi2011/112},
  timestamp    = {Mon, 27 Feb 2012 21:21:41 +0100},
  biburl       = {https://dblp.org/rec/conf/wirtschaftsinformatik/Groth11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/SadoghiJLSS10,
  author       = {Mohammad Sadoghi and
                  Hans{-}Arno Jacobsen and
                  Martin Labrecque and
                  Warren Shum and
                  Harsh Singh},
  title        = {Efficient Event Processing through Reconfigurable Hardware for Algorithmic
                  Trading},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {3},
  number       = {2},
  pages        = {1525--1528},
  year         = {2010},
  url          = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/D03.pdf},
  doi          = {10.14778/1920841.1921029},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/SadoghiJLSS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/WrayLP10,
  author       = {Stephen Wray and
                  Wayne Luk and
                  Peter R. Pietzuch},
  editor       = {Fran{\c{c}}ois Charot and
                  Frank Hannig and
                  J{\"{u}}rgen Teich and
                  Christophe Wolinski},
  title        = {Exploring algorithmic trading in reconfigurable hardware},
  booktitle    = {21st {IEEE} International Conference on Application-specific Systems
                  Architectures and Processors, {ASAP} 2010, Rennes, France, 7-9 July
                  2010},
  pages        = {325--328},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ASAP.2010.5540966},
  doi          = {10.1109/ASAP.2010.5540966},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asap/WrayLP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fc/YuenSLT10,
  author       = {William Yuen and
                  Paul F. Syverson and
                  Zhenming Liu and
                  Christopher Thorpe},
  editor       = {Radu Sion},
  title        = {Intention-Disguised Algorithmic Trading},
  booktitle    = {Financial Cryptography and Data Security, 14th International Conference,
                  {FC} 2010, Tenerife, Canary Islands, Spain, January 25-28, 2010, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {6052},
  pages        = {408--415},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14577-3\_36},
  doi          = {10.1007/978-3-642-14577-3\_36},
  timestamp    = {Tue, 14 May 2019 10:00:38 +0200},
  biburl       = {https://dblp.org/rec/conf/fc/YuenSLT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/WrayLP10,
  author       = {Stephen Wray and
                  Wayne Luk and
                  Peter R. Pietzuch},
  title        = {Run-Time Reconfiguration for a Reconfigurable Algorithmic Trading
                  Engine},
  booktitle    = {International Conference on Field Programmable Logic and Applications,
                  {FPL} 2010, August 31 2010 - September 2, 2010, Milano, Italy},
  pages        = {163--166},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/FPL.2010.39},
  doi          = {10.1109/FPL.2010.39},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fpl/WrayLP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iih-msp/ChouC10,
  author       = {Chia{-}Han Chou and
                  Allen Y. Chang},
  editor       = {Isao Echizen and
                  Jeng{-}Shyang Pan and
                  Dieter W. Fellner and
                  Alexander Nouak and
                  Arjan Kuijper and
                  Lakhmi C. Jain},
  title        = {Visual Development Platform for White-Box Algorithmic Trading},
  booktitle    = {Sixth International Conference on Intelligent Information Hiding and
                  Multimedia Signal Processing {(IIH-MSP} 2010), Darmstadt, Germany,
                  15-17 October, 2010, Proceedings},
  pages        = {712--715},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IIHMSP.2010.180},
  doi          = {10.1109/IIHMSP.2010.180},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iih-msp/ChouC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/Rashid10,
  author       = {Adnan Rashid},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Imad Saleh and
                  Ismail Khalil},
  title        = {Using a service oriented architecture for simulating algorithmic trading
                  strategies},
  booktitle    = {iiWAS'2010 - The 12th International Conference on Information Integration
                  and Web-based Applications and Services, 8-10 November 2010, Paris,
                  France},
  pages        = {925--929},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1967486.1967650},
  doi          = {10.1145/1967486.1967650},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/Rashid10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isica/WangDD10,
  author       = {Feng Wang and
                  Keren Dong and
                  Xiaotie Deng},
  editor       = {Zhihua Cai and
                  Chengyu Hu and
                  Zhuo Kang and
                  Yong Liu},
  title        = {Algorithmic Trading Strategy Optimization Based on Mutual Information
                  Entropy Based Clustering},
  booktitle    = {Advances in Computation and Intelligence - 5th International Symposium,
                  {ISICA} 2010, Wuhan, China, October 22-24, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6382},
  pages        = {252--260},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16493-4\_26},
  doi          = {10.1007/978-3-642-16493-4\_26},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isica/WangDD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mkwi/StorkenmaierMW10,
  author       = {Andreas Storkenmaier and
                  Marius B. M{\"{u}}ller and
                  Christof Weinhardt},
  editor       = {Matthias Schumann and
                  Lutz M. Kolbe and
                  Michael H. Breitner and
                  Arne Frerichs},
  title        = {A Software Framework for a News Event Driven Simulation of Algorithmic
                  Trading Strategies},
  booktitle    = {Multikonferenz Wirtschaftsinformatik, {MKWI} 2010, G{\"{o}}ttingen,
                  Deutschland, 23.-25.2.2010, Proceedings},
  pages        = {1871--1882},
  publisher    = {Universit{\"{a}}tsverlag G{\"{o}}ttingen},
  year         = {2010},
  url          = {http://webdoc.sub.gwdg.de/univerlag/2010/mkwi/03\_anwendungen/informationssysteme\_in\_der\_finanzwirtschaft/03\_a\_software\_framework\_for\_a\_news\_event\_driven\_simulation.pdf},
  timestamp    = {Thu, 12 Mar 2020 11:37:25 +0100},
  biburl       = {https://dblp.org/rec/conf/mkwi/StorkenmaierMW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/WangDD09,
  author       = {Feng Wang and
                  Keren Dong and
                  Xiaotie Deng},
  title        = {Algorithmic trading system: design and applications},
  journal      = {Frontiers Comput. Sci. China},
  volume       = {3},
  number       = {2},
  pages        = {235--246},
  year         = {2009},
  url          = {https://doi.org/10.1007/s11704-009-0030-6},
  doi          = {10.1007/S11704-009-0030-6},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fcsc/WangDD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/GsellG09,
  author       = {Markus Gsell and
                  Peter Gomber},
  editor       = {Susan Newell and
                  Edgar A. Whitley and
                  Nancy Pouloudi and
                  Jonathan Wareham and
                  Lars Mathiassen},
  title        = {Algorithmic trading engines versus human traders - Do they behave
                  different in securities markets?},
  booktitle    = {17th European Conference on Information Systems, {ECIS} 2009, Verona,
                  Italy, 2009},
  pages        = {98--109},
  year         = {2009},
  url          = {http://aisel.aisnet.org/ecis2009/71},
  timestamp    = {Mon, 05 Dec 2016 15:14:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ecis/GsellG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/i3e/Groth09,
  author       = {Sven S. Groth},
  editor       = {Claude Godart and
                  Norbert Gronau and
                  Sushil K. Sharma and
                  G{\'{e}}r{\^{o}}me Canals},
  title        = {Algorithmic Trading Engines and Liquidity Contribution: The Blurring
                  of "Traditional" Definitions},
  booktitle    = {Software Services for e-Business and e-Society, 9th {IFIP} {WG} 6.1
                  Conference on e-Business, e-Services and e-Society, {I3E} 2009, Nancy,
                  France, September 23-25, 2009. Proceedings},
  series       = {{IFIP}},
  volume       = {305},
  pages        = {210--224},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04280-5\_18},
  doi          = {10.1007/978-3-642-04280-5\_18},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/i3e/Groth09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pacis/Gsell09,
  author       = {Markus Gsell},
  title        = {Technological Innovations in Securities Trading: The Adoption of Algorithmic
                  Trading},
  booktitle    = {Pacific Asia Conference on Information Systems, {PACIS} 2009, Hyderabad,
                  India, July 10-12, 2009},
  pages        = {54},
  publisher    = {AISeL},
  year         = {2009},
  url          = {http://aisel.aisnet.org/pacis2009/54},
  timestamp    = {Tue, 28 Feb 2012 17:04:25 +0100},
  biburl       = {https://dblp.org/rec/conf/pacis/Gsell09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/Gsell08,
  author       = {Markus Gsell},
  editor       = {Willie Golden and
                  Thomas Acton and
                  Kieran Conboy and
                  Hans van der Heijden and
                  Virpi Kristiina Tuunainen},
  title        = {Assessing the Impact of Algorithmic Trading on Markets: {A} Simulation
                  Approach},
  booktitle    = {16th European Conference on Information Systems, {ECIS} 2008, Galway,
                  Ireland, 2008},
  pages        = {587--598},
  year         = {2008},
  url          = {http://aisel.aisnet.org/ecis2008/225},
  timestamp    = {Mon, 05 Dec 2016 15:14:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ecis/Gsell08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/BarbosaB08,
  author       = {Rui Pedro Barbosa and
                  Orlando Belo},
  editor       = {Hamid R. Arabnia and
                  Youngsong Mun},
  title        = {Algorithmic Trading Using Intelligent Agents},
  booktitle    = {Proceedings of the 2008 International Conference on Artificial Intelligence,
                  {ICAI} 2008, July 14-17, 2008, Las Vegas, Nevada, USA, 2 Volumes (includes
                  the 2008 International Conference on Machine Learning; Models, Technologies
                  and Applications)},
  pages        = {136--142},
  publisher    = {{CSREA} Press},
  year         = {2008},
  timestamp    = {Fri, 06 Feb 2009 14:10:15 +0100},
  biburl       = {https://dblp.org/rec/conf/icai/BarbosaB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/ParaschivRV08,
  author       = {Daniel Paraschiv and
                  Srinivas Raghavendra and
                  Laurentiu Vasiliu},
  editor       = {Costin Badica and
                  Giuseppe Mangioni and
                  Vincenza Carchiolo and
                  Dumitru Dan Burdescu},
  title        = {Algorithmic Trading on an Artificial Stock Market},
  booktitle    = {Intelligent Distributed Computing, Systems and Applications, Proceedings
                  of the 2nd International Symposium on Intelligent Distributed Computing
                  - {IDC} 2008, Catania, Italy, 2008},
  series       = {Studies in Computational Intelligence},
  volume       = {162},
  pages        = {281--286},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85257-5\_31},
  doi          = {10.1007/978-3-540-85257-5\_31},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/idc/ParaschivRV08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/MontanaTT08,
  author       = {Giovanni Montana and
                  Kostas Triantafyllopoulos and
                  Theodoros Tsagaris},
  editor       = {Roger L. Wainwright and
                  Hisham Haddad},
  title        = {Data stream mining for market-neutral algorithmic trading},
  booktitle    = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC),
                  Fortaleza, Ceara, Brazil, March 16-20, 2008},
  pages        = {966--970},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1363686.1363910},
  doi          = {10.1145/1363686.1363910},
  timestamp    = {Tue, 06 Nov 2018 11:06:48 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/MontanaTT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talg/BhatiaCFN07,
  author       = {Randeep Bhatia and
                  Julia Chuzhoy and
                  Ari Freund and
                  Joseph Naor},
  title        = {Algorithmic aspects of bandwidth trading},
  journal      = {{ACM} Trans. Algorithms},
  volume       = {3},
  number       = {1},
  pages        = {10:1--10:19},
  year         = {2007},
  url          = {https://doi.org/10.1145/1219944.1219956},
  doi          = {10.1145/1219944.1219956},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/talg/BhatiaCFN07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/BhatiaCFN03,
  author       = {Randeep Bhatia and
                  Julia Chuzhoy and
                  Ari Freund and
                  Joseph Naor},
  editor       = {Jos C. M. Baeten and
                  Jan Karel Lenstra and
                  Joachim Parrow and
                  Gerhard J. Woeginger},
  title        = {Algorithmic Aspects of Bandwidth Trading},
  booktitle    = {Automata, Languages and Programming, 30th International Colloquium,
                  {ICALP} 2003, Eindhoven, The Netherlands, June 30 - July 4, 2003.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2719},
  pages        = {751--766},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-45061-0\_59},
  doi          = {10.1007/3-540-45061-0\_59},
  timestamp    = {Tue, 14 May 2019 10:00:44 +0200},
  biburl       = {https://dblp.org/rec/conf/icalp/BhatiaCFN03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/El-YanivFKT01,
  author       = {Ran El{-}Yaniv and
                  Amos Fiat and
                  Richard M. Karp and
                  G. Turpin},
  title        = {Optimal Search and One-Way Trading Online Algorithms},
  journal      = {Algorithmica},
  volume       = {30},
  number       = {1},
  pages        = {101--139},
  year         = {2001},
  url          = {https://doi.org/10.1007/s00453-001-0003-0},
  doi          = {10.1007/S00453-001-0003-0},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/El-YanivFKT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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