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@article{DBLP:journals/access/SidogiMMOM23,
  author       = {Thendo Sidogi and
                  Wilson Tsakane Mongwe and
                  Rendani Mbuvha and
                  Peter O. Olukanmi and
                  Tshilidzi Marwala},
  title        = {A Signature Transform of Limit Order Book Data for Stock Price Prediction},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {70598--70609},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3293064},
  doi          = {10.1109/ACCESS.2023.3293064},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/SidogiMMOM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/access/SidogiMMM22,
  author       = {Thendo Sidogi and
                  Wilson Tsakane Mongwe and
                  Rendani Mbuvha and
                  Tshilidzi Marwala},
  title        = {Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {76966--76974},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3193141},
  doi          = {10.1109/ACCESS.2022.3193141},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/SidogiMMM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cifer/MongweSMM22,
  author       = {Wilson Tsakane Mongwe and
                  Thendo Sidogi and
                  Rendani Mbuvha and
                  Tshilidzi Marwala},
  title        = {Probabilistic Inference of South African Equity Option Prices Under
                  Jump-Diffusion Processes},
  booktitle    = {{IEEE} Symposium on Computational Intelligence for Financial Engineering
                  and Economics, CIFEr 2022, Helsinki, Finland, May 4-5, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CIFEr52523.2022.9776189},
  doi          = {10.1109/CIFER52523.2022.9776189},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/MongweSMM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/SidogiMMM22,
  author       = {Thendo Sidogi and
                  Wilson Tsakane Mongwe and
                  Rendani Mbuvha and
                  Tshilidzi Marwala},
  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        = {Creating Synthetic Volatility Surfaces using Generative Adversarial
                  Networks with Static Arbitrage Loss Conditions},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
                  Singapore, December 4-7, 2022},
  pages        = {1423--1429},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/SSCI51031.2022.10022219},
  doi          = {10.1109/SSCI51031.2022.10022219},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/SidogiMMM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/SidogiMM21,
  author       = {Thendo Sidogi and
                  Rendani Mbuvha and
                  Tshilidzi Marwala},
  title        = {Stock Price Prediction Using Sentiment Analysis},
  booktitle    = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2021, Melbourne, Australia, October 17-20, 2021},
  pages        = {46--51},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/SMC52423.2021.9659283},
  doi          = {10.1109/SMC52423.2021.9659283},
  timestamp    = {Tue, 11 Jan 2022 08:26:14 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/SidogiMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}