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@book{BioAlgoFinMod,
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@article{StockBotRef,
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@inproceedings{TrainTestSplit,
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  author={Afshin Gholamy and Vladik Kreinovich and Olga Kosheleva},
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@MISC{ModelDefinition,
  author = "Kara Rogers",
  title = "Scientific modeling",
  url = "https://www.britannica.com/science/scientific-modeling",
  cited        = "2023-3-22",
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@MISC{RegressionDefinition,
  author = "The Editors of Encyclopaedia Britannica",
  title = "Regression",
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  cited         = "2023-3-22",
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@MISC{AdjustedClosingPrice,
  author =       "Akhilesh Ganti",
  title =        "Adjusted Closing Price",
  howpublished = "online",
  year =         "2020",
  month        = "December",
  day =          "28",
  url =          "https://www.investopedia.com/terms/a/adjusted_closing_price.asp",
  cited =        "2023-03-24"
}

@MISC{Volatility,
  author =       "Adam Hayes",
  title =        "Volatility: Meaning In Finance and How it Works with Stocks",
  howpublished = "online",
  year =         "2022",
  month        = "August",
  day =          "23",
  url =          "https://www.investopedia.com/terms/v/volatility.asp",
  cited =        "2023-03-24"
}

@MISC{StockEvaluation,
  author =       "Renee Ann Butler",
  title =        "How to Evaluate Stock Performance",
  howpublished = "online",
  year =         "2022",
  month        = "September",
  day =          "30",
  url =          "https://www.investopedia.com/articles/investing/011416/how-evaluate-stock-performance.asp",
  cited =        "2023-03-24"
}

@InProceedings{MachineLearningLstmModels,
  author="Mehtab, Sidra
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  and Piramuthu, Selwyn
  and Li, Kuan-Ching
  and Berretti, Stefano
  and Wozniak, Michal
  and Singh, Dhananjay",
  title="Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models",
  booktitle="Machine Learning and Metaheuristics Algorithms, and Applications",
  year="2021",
  publisher="Springer Singapore",
  address="Singapore",
  pages="88--106",
  isbn="978-981-16-0419-5"
  }

  @ARTICLE{XGB,
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  @INPROCEEDINGS{CNN,
    author={Sayavong, Lounnapha and Wu, Zhongdong and Chalita, Sookasame},
    booktitle={2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)}, 
    title={Research on Stock Price Prediction Method Based on Convolutional Neural Network}, 
    year={2019},
    volume={},
    number={},
    pages={173-176},
    doi={10.1109/ICVRIS.2019.00050}
  }

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  @article{COVID19MARKET,
    author = {Irfan Rashid Ganie and Tahir Ahmad Wani and Miklesh Prasad Yadav},
    title ={Impact of COVID-19 Outbreak on the Stock Market: An Evidence from Select Economies},
    journal = {Business Perspectives and Research},
    volume = {0},
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  }

  @article{scikit-learn,
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  @INPROCEEDINGS{ARIMAvsLSTM,
  author={Siami-Namini, Sima and Tavakoli, Neda and Siami Namin, Akbar},
  booktitle={2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)}, 
  title={A Comparison of ARIMA and LSTM in Forecasting Time Series}, 
  year={2018},
  volume={},
  number={},
  pages={1394-1401},
  doi={10.1109/ICMLA.2018.00227}}


  @MISC{ARMA,
  author =       "Charanraj Shetty",
  title =        "Time Series Models (AR, MA, ARMA, ARIMA)",
  howpublished = "online",
  year =         "2020",
  month        = "September",
  day =          "22",
  url =          "https://towardsdatascience.com/time-series-models-d9266f8ac7b0",
  cited =        "2023-03-24"
}

@MISC{ARIMA,
  author =       "Tony Yiu",
  title =        "Understanding ARIMA (Time Series Modeling)",
  howpublished = "online",
  year =         "2020",
  month        = "Apríl",
  day =          "26",
  url =          "https://towardsdatascience.com/understanding-arima-time-series-modeling-d99cd11be3f8",
  cited =        "2023-03-28"
}

@MISC{TDS:Odchylky,
  author =       "Vinícius Trevisan",
  title =        "Comparing Robustness of MAE, MSE and RMSE",
  howpublished = "online",
  year =         "2022",
  month        = "Január",
  day =          "11",
  url =          "https://towardsdatascience.com/comparing-robustness-of-mae-mse-and-rmse-6d69da870828",
  cited =        "2023-04-04"
}

@MISC{TDS:RNN-PYTHON,
  author =       "Will Koehrsen",
  title =        "Recurrent Neural Networks by Example in Python",
  howpublished = "online",
  year =         "2018",
  month        = "November",
  day =          "05",
  url =          "https://towardsdatascience.com/recurrent-neural-networks-by-example-in-python-ffd204f99470",
  cited =        "2023-04-10"
}

@MISC{TAI:RNN,
  author =       "Ben Khuong",
  title =        "The Basics of Recurrent Neural Networks (RNNs)",
  howpublished = "online",
  year =         "2019",
  month        = "Jún",
  day =          "24",
  url =          "https://pub.towardsai.net/whirlwind-tour-of-rnns-a11effb7808f",
  cited =        "2023-04-15"
}

@MISC{TDS:LSTM,
  author =       "Rian Dolphin",
  title =        "LSTM Networks | A Detailed Explanation",
  howpublished = "online",
  year =         "2020",
  month        = "Október",
  day =          "21",
  url =          "https://towardsdatascience.com/lstm-networks-a-detailed-explanation-8fae6aefc7f9",
  cited =        "2023-04-17"
}

@MISC{TDS:Stationarity,
  author =       "Rayhaan Rasheed",
  title =        "Why Does Stationarity Matter in Time Series Analysis?",
  howpublished = "online",
  year =         "2020",
  month        = "Júl",
  day =          "11",
  url =          "https://towardsdatascience.com/why-does-stationarity-matter-in-time-series-analysis-e2fb7be74454",
  cited =        "2023-04-20"
}

