Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:16:35.366558Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2506.22055.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:16:35.366558Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 83ff627f-73c1-4720-9b2e-c75d6e3c6c9d · outbound
crypto price prediction using lstm+xgboost Bitcoin: A Peer-to-Peer Electronic Cash System,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8e7639bb-39f2-4529-92b4-c7a3162f3c3f · outbound
crypto price prediction using lstm+xgboost What are the main drivers of the Bitcoin price? Evidence from wavelet coherence analysis,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fb43b7ff-d414-476d-a6cf-27661d78f7ac · outbound
crypto price prediction using lstm+xgboost Deep learning with long short-term memory networks for financial market predictions,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7509d41d-329f-4146-8511-54345fc1b312 · outbound
crypto price prediction using lstm+xgboost A CNN–LSTM model for gold price time-series forecasting,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fdd9a095-b6f8-4e2c-8675-4eea58ff4137 · outbound
crypto price prediction using lstm+xgboost XGBoost: A scalable tree boosting system,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 17b795b4-5df3-41e3-9c38-b67d2bc7dfc7 · outbound
crypto price prediction using lstm+xgboost Stock price prediction using hybrid models,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a4b80263-a980-491b-93d5-8bb928589bc1 · outbound
crypto price prediction using lstm+xgboost Hybrid deep learning and machine learning model for cryptocurrency prediction,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 982e07ab-8fd9-43f8-9caa-3fd4bc4a8a06 · outbound
crypto price prediction using lstm+xgboost Predicting the price of Bitcoin using machine learning,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cec6d5bd-66cb-43d2-b14a-4be5941f49f3 · outbound
crypto price prediction using lstm+xgboost Cryptocurrency price prediction using tweet volumes and sentiment analysis,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 57c7444a-f123-4d18-a450-88198593ba58 · outbound
crypto price prediction using lstm+xgboost Cryptocurrency Price Prediction Using ML Techniques: A Comparative Study,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 406858c3-8049-4b33-9653-4dae742b1bdc · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6a83d6a-36a6-4ff4-955b-c90fe5ed5355 · outbound
crypto price prediction using lstm+xgboost Time series forecasting using a hybrid ARIMA and neural network model,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c89eb1e1-e0bd-4133-af6f-2f96b092d44b · outbound
crypto price prediction using lstm+xgboost Predicting stock market index using fusion of machine learning techniques,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f8875640-70fa-4be9-a852-be598dccfa48 · outbound
crypto price prediction using lstm+xgboost A survey of the applications of text mining in financial domain,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4fa57a66-43a9-478f-9e5d-1a2329c8001a · outbound
crypto price prediction using lstm+xgboost Temporal Fusion Transformers for interpretable multi-horizon time series forecasting,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 37d89f6f-8447-4ce0-a425-492e956ebcba · outbound
crypto price prediction using lstm+xgboost A survey of forecasting meth- ods based on deep learning and their applications in financial time series,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 66b34b6a-34f3-48e0-9db4-6b7c4be451ec · outbound
crypto price prediction using lstm+xgboost Long short-term memory,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e27e5567-3f9a-4416-bbc0-810ffcd6fd60 · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 906b095c-7d86-4b2d-b2b4-78e2ee6c6546 · outbound
crypto price prediction using lstm+xgboost Stock price prediction via discov- ering multi-frequency trading patterns,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d1ceedc-7d8c-46e6-b863-90bdf77eb5ce · outbound
crypto price prediction using lstm+xgboost A hybrid machine learning model for stock market forecasting,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3dad5271-ba47-4ead-b330-9714a6e1ea58 · outbound
crypto price prediction using lstm+xgboost A hybrid deep learning model com- bining LSTM and XGBoost for stock price forecasting,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c1db1502-f8c2-4ab1-ad77-471661da307c · outbound
crypto price prediction using lstm+xgboost Forecasting the volatility of cryptocurrency time series using LSTM and XGBoost,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f37850ef-36b2-4ad9-a866-a224bc474f7b · outbound
crypto price prediction using lstm+xgboost Forecasting and trading cryptocur- rencies with machine learning under changing market conditions,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b45e2c8e-dd7b-4dc0-99b1-ce6f78142259 · outbound
crypto price prediction using lstm+xgboost A comparative study of Bitcoin price prediction using deep learning,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 09a78730-4b83-4e04-8ed5-dd650f386da7 · outbound
crypto price prediction using lstm+xgboost Conditional tail-risk in cryptocurrency markets,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4828790d-7bc7-496c-85ad-8e4454f163bd · outbound
crypto price prediction using lstm+xgboost V olatility spillover effects in leading cryptocurrencies: A BEKK-MGARCH analysis,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21dbb44c-5a88-451f-997a-8b31886df443 · outbound
crypto price prediction using lstm+xgboost Can volume predict Bitcoin returns and volatility? A quantiles-based approach,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 453e953e-d12e-46d4-b036-55286593678e · outbound
crypto price prediction using lstm+xgboost The economics of BitCoin price formation,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d7c4bf17-3d26-461b-9296-c4fd7c5c721d · outbound
crypto price prediction using lstm+xgboost Herding in the cryp- tocurrency market: CSSD and CSAD approaches,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 65ac43ee-dac7-4d00-be3f-c1b96d35b166 · outbound
crypto price prediction using lstm+xgboost Co-explosivity in the cryptocurrency market,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b8815771-9dab-477f-818d-ecf722bb8c5c · outbound
crypto price prediction using lstm+xgboost V olatility connectedness in the cryptocurrency market: Is Bitcoin a dominant cryptocurrency?,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e37a7111-e192-4549-9c4d-e96097166e1c · outbound
crypto price prediction using lstm+xgboost Estimating the volatility of cryptocurrencies during bearish markets by employing GARCH models,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 40d92c40-c50e-484a-a07a-1ad09a0e7034 · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 93a0b695-13c7-428c-afa8-6717a852bde2 · outbound
crypto price prediction using lstm+xgboost A comparison of ARIMA and LSTM in forecasting time series,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2deb2aee-3f69-4de3-8ed1-a3496df72760 · outbound
crypto price prediction using lstm+xgboost An ensemble of LSTM deep learning networks for forecasting cryptocurrency pricing using technical indicators,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3a38c68c-aecf-485d-b64b-fbeecceac1bf · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1bdbe98f-1544-4f12-9123-72da6354689c · outbound
crypto price prediction using lstm+xgboost Technical trading and cryptocurrencies,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0a55a197-01ff-4909-8761-6105bf59ccce · outbound
crypto price prediction using lstm+xgboost Cryptocurrency price drivers: Wavelet coherence analysis revisited,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 45d7993d-2422-4a0e-ac93-4940c2307ab5 · outbound
crypto price prediction using lstm+xgboost Asymmetric and time-frequency spillovers among commodities, cryptocurrencies, and conventional assets,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 73aadd40-b03f-4ce7-8a0a-d970fe96c41d · outbound
crypto price prediction using lstm+xgboost Cryptocurrency forecasting with deep learning chaotic neural networks,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fd08f36d-746d-469d-8679-90b3cc2bf9cc · outbound
crypto price prediction using lstm+xgboost An ad- vanced CNN-LSTM model for cryptocurrency forecasting,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e92ba9c-6701-43c2-836c-3324d024c256 · outbound
crypto price prediction using lstm+xgboost Co-movements between Bitcoin and Gold: A wavelet coherence analysis,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0d07d6da-c6f5-4596-875c-f8b8d184ca4c · outbound
crypto price prediction using lstm+xgboost A hybrid deep learning model for time series forecasting based on LSTM and Gated Recurrent Unit,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6591861-384b-4395-b425-d291de44b9f3 · outbound
crypto price prediction using lstm+xgboost Combining feature selection and deep learning for cryptocurrency price prediction,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c7f34f19-29a5-4479-890d-0ccb54914588 · outbound
crypto price prediction using lstm+xgboost Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2cba1940-07ae-454b-8233-8b94ec87fd92 · outbound
crypto price prediction using lstm+xgboost Optimizing financial time series predictions with hybrid ARIMA, LSTM, and XGBoost models,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cb296f2f-4e5f-4640-9d02-acd5013d3032 · outbound
crypto price prediction using lstm+xgboost A novel cryptocurrency price trend forecasting model based on LightGBM,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ccae8cca-e3ab-4647-8d6c-cd3b6aa3303e · outbound
crypto price prediction using lstm+xgboost Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation af9c307d-7ad2-47f1-9cc5-03b843135c40 · outbound
crypto price prediction using lstm+xgboost Price Prediction of the Cryptocurrency from Niche Market Based on Random Forest, LSTM and XGBoost,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d0cf6534-5e28-45e8-9fca-36c85e84d005 · outbound
crypto price prediction using lstm+xgboost Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 222c9c35-6446-4436-a7f4-69825216942f · outbound
crypto price prediction using lstm+xgboost LSTM-Based Time Series Prediction Model: A Case Study with YFinance Stock Data,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 848a4031-c54c-4904-835d-59b871009bb2 · outbound
crypto price prediction using lstm+xgboost Comparing Machine Learning Meth- ods—SVR, XGBoost, LSTM, and MLP—For Forecasting the Moroccan Stock Market,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 48da5b99-3030-4650-a1aa-0350cecfd14d · outbound
crypto price prediction using lstm+xgboost Hybrid cryptocurrency price prediction integrating EGARCH and LSTM with explainable AI,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fdcc30b4-3ba3-406f-90b3-39721a8fe6d0 · outbound
crypto price prediction using lstm+xgboost A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4523ec18-fcf8-49b1-93d7-5cda96bd8edc · outbound
crypto price prediction using lstm+xgboost Online Deep Learning for Real-Time Stock Trend Prediction,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1954759c-08dc-4ffe-8517-540f65fda9d8 · outbound
crypto price prediction using lstm+xgboost Crypto-News Sentiment Analysis Using LSTM with Attention Mechanism,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7cb04f26-d575-4516-b2af-5b524fa2cbe3 · outbound
crypto price prediction using lstm+xgboost Hybrid Forecasting Model Using Transformer and XGBoost for Time Series Prediction,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9d49fb2-2ec3-41cc-bb8e-74727708e188 · outbound
crypto price prediction using lstm+xgboost Predicting Cryptocurrency Prices Using Sentiment and Technical Indicators,
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9066c3c5-6133-4e08-9e75-1373a4e4b105 · outbound
crypto price prediction using lstm+xgboost Time-Series Forecasting Using SVMD- LSTM: A Hybrid Approach for Stock Market Prediction,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15e6735d-b70a-45c0-af28-e9ab1fa3499a · outbound
crypto price prediction using lstm+xgboost LSTM Based Sentiment Analysis for Cryptocurrency Prediction
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 20a30b64-1539-41cc-96c1-91e92100a97e · outbound
crypto price prediction using lstm+xgboost Transfer Learning for Cross-Market Stock Price Prediction,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f903b53-63b8-4a0b-ab32-daef35d55515 · outbound
crypto price prediction using lstm+xgboost Combining Multivariate Time Series and Graph Neural Networks for Financial Forecasting,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1ab5ac59-a54a-479d-b221-8555e5ced7d3 · outbound
crypto price prediction using lstm+xgboost Real-Time Deep Learning Pipeline for Cryp- tocurrency Price Prediction on Edge Devices,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation abff4528-b76d-4050-b002-247bd93dd8ec · outbound
crypto price prediction using lstm+xgboost A Survey on Explainable AI for Deep Learning-Based Time Series Forecasting,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5e0c1aee-2299-4e4c-8460-bad77f2bf14d · outbound
crypto price prediction using lstm+xgboost SHAP-Based Explanation of XGBoost-LSTM Hy- brid Models in Financial Forecasting,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c38435e-d74a-4d94-b365-f8d6bb18d2c0 · outbound
crypto price prediction using lstm+xgboost Multi-objective Evolutionary Optimization in Cryptocurrency Portfolio Design,
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b7f3597-19d3-49a6-8404-725168fccca2 · outbound
crypto price prediction using lstm+xgboost Available: https://doi.org/10.1016/j.patrec.2020.12.002
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5e64701-b6b3-4933-98d1-fdc588d97474 · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 2016
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0e16b8a3-9ab4-4e9d-8aed-eb8448344dae · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 2018
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b88f5b10-a991-4f20-874e-79bfe00dee65 · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 2019
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0a0d2a89-843a-4451-9357-fa2258048ef6 · outbound
crypto price prediction using lstm+xgboost Unresolved cited work
Reference 2021
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.