{ "id": 580501, "title": "Step 1 : Literature Review - Related Papers", "url": "/competitions/drw-crypto-market-prediction/discussion/580501", "author_name": "", "post_date": "2025-05-24T11:43:24.557046700Z", "votes": 10, "comment_count": 1, "views": 0, "content": "

Hey, there! Sharing the related papers for reference. Hope, they help. Good luck everybody! :))

\n
    \n
  1. Explainable artificial intelligence modeling to forecast bitcoin prices
    2. \n
  2. Forecasting mid-price movement of Bitcoin futures using machine learning
    3. \n
  3. Fusion in Cryptocurrency Price Prediction: A Decade Survey on Recent Advancements, Architecture, and Potential Future Directions
    4. \n
  4. Price Movement Prediction of Cryptocurrencies Using Sentiment Analysis and Machine Learning
    5. \n
  5. A Predictive Model for the Global Cryptocurrency Market: A Holistic Approach to Predicting Cryptocurrency Prices
    6. \n
  6. An approach to predict and forecast the price of constituents and index of cryptocurrency using machine learning
    7. \n
  7. LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction
    8. \n
  8. A novel cryptocurrency price trend forecasting model based on LightGBM
    9. \n
  9. Is It Possible to Forecast the Price of Bitcoin?
    10. \n
  10. Sentiment-Based Prediction of Alternative Cryptocurrency Price Fluctuations Using Gradient Boosting Tree Model
    11. \n
", "messages": [ { "id": "3208591", "postDate": "05/24/2025 11:43:24", "content": "

Hey, there! Sharing the related papers for reference. Hope, they help. Good luck everybody! :))

\n
    \n
  1. Explainable artificial intelligence modeling to forecast bitcoin prices
    2. \n
  2. Forecasting mid-price movement of Bitcoin futures using machine learning
    3. \n
  3. Fusion in Cryptocurrency Price Prediction: A Decade Survey on Recent Advancements, Architecture, and Potential Future Directions
    4. \n
  4. Price Movement Prediction of Cryptocurrencies Using Sentiment Analysis and Machine Learning
    5. \n
  5. A Predictive Model for the Global Cryptocurrency Market: A Holistic Approach to Predicting Cryptocurrency Prices
    6. \n
  6. An approach to predict and forecast the price of constituents and index of cryptocurrency using machine learning
    7. \n
  7. LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction
    8. \n
  8. A novel cryptocurrency price trend forecasting model based on LightGBM
    9. \n
  9. Is It Possible to Forecast the Price of Bitcoin?
    10. \n
  10. Sentiment-Based Prediction of Alternative Cryptocurrency Price Fluctuations Using Gradient Boosting Tree Model
    11. \n
", "rawMarkdown": "Hey, there! Sharing the related papers for reference. Hope, they help. Good luck everybody! :))\n\n1. [Explainable artificial intelligence modeling to forecast bitcoin prices](https://www.sciencedirect.com/science/article/abs/pii/S1057521923002181)\n2. [Forecasting mid-price movement of Bitcoin futures using machine learning](https://link.springer.com/article/10.1007/s10479-021-04205-x)\n3. [Fusion in Cryptocurrency Price Prediction: A Decade Survey on Recent Advancements, Architecture, and Potential Future Directions](https://ieeexplore.ieee.org/abstract/document/9743931)\n4. [Price Movement Prediction of Cryptocurrencies Using Sentiment Analysis and Machine Learning](https://www.mdpi.com/1099-4300/21/6/589)\n5. [A Predictive Model for the Global Cryptocurrency Market: A Holistic Approach to Predicting Cryptocurrency Prices](https://ieeexplore.ieee.org/abstract/document/8699292)\n6. [An approach to predict and forecast the price of constituents and index of cryptocurrency using machine learning](https://www.sciencedirect.com/science/article/abs/pii/S0378437120302703)\n7. [LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction](https://www.sciencedirect.com/science/article/abs/pii/S0167923623000301)\n8. [A novel cryptocurrency price trend forecasting model based on LightGBM](https://www.sciencedirect.com/science/article/abs/pii/S1544612318307918)\n9. [Is It Possible to Forecast the Price of Bitcoin?](https://www.mdpi.com/2571-9394/3/2/24)\n10. [Sentiment-Based Prediction of Alternative Cryptocurrency Price Fluctuations Using Gradient Boosting Tree Model](https://www.frontiersin.org/journals/physics/articles/10.3389/fphy.2019.00098/full)", "votes": null }, { "id": "3209738", "postDate": "05/26/2025 08:48:28", "content": "

Thank you kindly for the shared literature, AC.

", "rawMarkdown": "Thank you kindly for the shared literature, AC.", "votes": null } ], "comments": [ { "id": 3209738, "author_name": "nenadbalaneskovic", "author_url": "", "post_date": "05/26/2025 08:48:28", "content": "

Thank you kindly for the shared literature, AC.

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "3208591": "Hey, there! Sharing the related papers for reference. Hope, they help. Good luck everybody! :))\n\n1. [Explainable artificial intelligence modeling to forecast bitcoin prices](https://www.sciencedirect.com/science/article/abs/pii/S1057521923002181)\n2. [Forecasting mid-price movement of Bitcoin futures using machine learning](https://link.springer.com/article/10.1007/s10479-021-04205-x)\n3. [Fusion in Cryptocurrency Price Prediction: A Decade Survey on Recent Advancements, Architecture, and Potential Future Directions](https://ieeexplore.ieee.org/abstract/document/9743931)\n4. [Price Movement Prediction of Cryptocurrencies Using Sentiment Analysis and Machine Learning](https://www.mdpi.com/1099-4300/21/6/589)\n5. [A Predictive Model for the Global Cryptocurrency Market: A Holistic Approach to Predicting Cryptocurrency Prices](https://ieeexplore.ieee.org/abstract/document/8699292)\n6. [An approach to predict and forecast the price of constituents and index of cryptocurrency using machine learning](https://www.sciencedirect.com/science/article/abs/pii/S0378437120302703)\n7. [LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction](https://www.sciencedirect.com/science/article/abs/pii/S0167923623000301)\n8. [A novel cryptocurrency price trend forecasting model based on LightGBM](https://www.sciencedirect.com/science/article/abs/pii/S1544612318307918)\n9. [Is It Possible to Forecast the Price of Bitcoin?](https://www.mdpi.com/2571-9394/3/2/24)\n10. [Sentiment-Based Prediction of Alternative Cryptocurrency Price Fluctuations Using Gradient Boosting Tree Model](https://www.frontiersin.org/journals/physics/articles/10.3389/fphy.2019.00098/full)", "3209738": "Thank you kindly for the shared literature, AC." }, "source": "meta" }