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Paper Citation Record · LEDGER

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis

As of 12 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.05297.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.05297 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:49:29.196428Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b6fd153-dba4-4850-a7ce-fcf51a70d836 · outbound

This paper cites Deep learning for forecasting stock returns in the cross-section.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Deep learning for forecasting stock returns in the cross-section

Reference 1

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Observation 284c21b2-21ad-4560-9902-2c554a89fa3c · outbound

This paper cites An im- proved densenet model for prediction of stock market using stock technical indicators.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis An im- proved densenet model for prediction of stock market using stock technical indicators

Reference 2

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Observation 7f502c9f-939c-4c67-99a2-cd44ef06af84 · outbound

This paper cites The importance of financial ratios in predicting stock price trends: A case study in emerging markets.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis The importance of financial ratios in predicting stock price trends: A case study in emerging markets

Reference 3

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Observation e11c1ac4-4dd8-4726-8375-0fa2822e5234 · outbound

This paper cites An empirical evaluation of accounting in- come numbers.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis An empirical evaluation of accounting in- come numbers

Reference 4

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Observation 80f14d60-ef0d-4936-8904-9e51a59ea942 · outbound

This paper cites Evaluating multiple classifiers for stock price direction prediction.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Evaluating multiple classifiers for stock price direction prediction

Reference 5

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This paper cites Lstm based decision support system for swing trading in stock market.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Lstm based decision support system for swing trading in stock market

Reference 6

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Observation d668cf90-8c7d-4234-9850-ec946f37dd63 · outbound

This paper cites Dahal, and Rajendra K.C.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Dahal, and Rajendra K.C

Reference 7

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Observation 7ee59845-3cd8-49c3-a383-248be3f1e5f4 · outbound

This paper cites Understand- ing inflation-indexed bond markets.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Understand- ing inflation-indexed bond markets

Reference 8

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Source-reported events for the cited work

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Observation 51f7c715-04ac-4f0f-83c4-5e5166951775 · outbound

This paper cites An adaptive stock index trading decision support system.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis An adaptive stock index trading decision support system

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 22eeba0d-8b30-43f5-a1cb-ceeae716d601 · outbound

This paper cites Mismis – a comprehensive decision support system for stock market investment.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Mismis – a comprehensive decision support system for stock market investment

Reference 10

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 066145cc-05a9-4013-af50-79fad93e00b0 · outbound

This paper cites Predictability of stock returns using neural networks: Elusive in the long term.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Predictability of stock returns using neural networks: Elusive in the long term

Reference 11

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Observation 26b07875-b2a4-4286-8c59-999ae323a002 · outbound

This paper cites Investment strategies applied to the brazilian stock market: A methodology based on sentiment analysis with deep learning.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Investment strategies applied to the brazilian stock market: A methodology based on sentiment analysis with deep learning

Reference 12

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Observation e1a87bb7-fb3d-44d7-adbc-f42c281ae856 · outbound

This paper cites Distilling wisdom of crowds in online communities: A novel prediction market constructed with comment posters.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Distilling wisdom of crowds in online communities: A novel prediction market constructed with comment posters

Reference 13

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Observation 06479df3-518c-4ddb-82b4-787a16000102 · outbound

This paper cites Asset allocation: From markowitz to deep reinforcement learning, 2022.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Asset allocation: From markowitz to deep reinforcement learning, 2022

Reference 14

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Observation fc4b1d1f-000a-4747-89b2-a27f89fa53d1 · outbound

This paper cites A survey of decision support system applications (1995–2001).

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A survey of decision support system applications (1995–2001)

Reference 15

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e68971e7-ddb0-40c0-8cb1-afa85a9eade8 · outbound

This paper cites Efficient capital markets.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Efficient capital markets

Reference 16

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This paper cites Bond markets and economic growth.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Bond markets and economic growth

Reference 17

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Source-reported events for the cited work

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Observation b662f0c9-d9f3-4caf-be2a-d9817210c45f · outbound

This paper cites Security analysis, volume 452.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Security analysis, volume 452

Reference 18

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Source-reported events for the cited work

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Observation 2e777652-9dbc-4ffc-9819-68c1b00acbd1 · outbound

This paper cites The intelligent investor.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis The intelligent investor

Reference 19

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Source-reported events for the cited work

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Observation 250bd1c5-fc57-46d3-8cdf-8cebb88dd608 · outbound

This paper cites Feature selection for stock market analysis.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Feature selection for stock market analysis

Reference 20

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 79d0abc9-281a-49a4-96c4-edfd783e31d1 · outbound

This paper cites Survey of feature selection and extraction techniques for stock market prediction.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Survey of feature selection and extraction techniques for stock market prediction

Reference 21

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Observation bde9294e-c88c-45c3-8b0c-c15c7367cef2 · outbound

This paper cites A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction

Reference 22

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Source-reported events for the cited work

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Observation e4f99ef9-1b12-4fe0-b7a2-c502ccf26483 · outbound

This paper cites Stock return predictabil- ity with financial ratios.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Stock return predictabil- ity with financial ratios

Reference 23

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Source-reported events for the cited work

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Observation 610dcc07-5922-4555-8af5-408ec2e77758 · outbound

This paper cites Machine learning techniques and data for stock market forecasting: A literature review.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Machine learning techniques and data for stock market forecasting: A literature review

Reference 24

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Source-reported events for the cited work

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Observation da2fc1d5-d56d-4456-a784-19d2d87808d6 · outbound

This paper cites A decision support system for the stock market through integration of fuzzy neural networks and fuzzy delphi.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A decision support system for the stock market through integration of fuzzy neural networks and fuzzy delphi

Reference 25

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Source-reported events for the cited work

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This paper cites A hybrid decision support system for adap- tive trading strategies: Combining a rule-based expert system with a deep reinforcement learning strategy.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A hybrid decision support system for adap- tive trading strategies: Combining a rule-based expert system with a deep reinforcement learning strategy

Reference 26

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A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Stock markets, banks, and economic growth

Reference 27

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This paper cites Stock market forecasting using deep learning and technical analysis: A systematic review.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Stock market forecasting using deep learning and technical analysis: A systematic review

Reference 28

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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This paper cites Stock market predic- tion using artificial intelligence: A systematic review of systematic reviews.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Stock market predic- tion using artificial intelligence: A systematic review of systematic reviews

Reference 29

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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This paper cites A random walk down wall street: including a life-cycle guide to personal investing, 1999.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A random walk down wall street: including a life-cycle guide to personal investing, 1999

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 89354c59-c590-4379-a759-3262cb81eba9 · outbound

This paper cites The elements of Investing.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis The elements of Investing

Reference 31

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation afa3c1b6-e2c8-4989-8585-89b482a85dd4 · outbound

This paper cites Financial appli- cations of machine learning: A literature review.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Financial appli- cations of machine learning: A literature review

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 97f9530f-31c0-442f-994d-9c61896ce921 · outbound

This paper cites Combining lstm and cnn methods and fundamental analysis for stock price trend prediction.Multimedia Tools and Applications, 82(12):17769–17799, 2023.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Combining lstm and cnn methods and fundamental analysis for stock price trend prediction.Multimedia Tools and Applications, 82(12):17769–17799, 2023

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 29881938-94a7-4f7a-837a-ecfbccbfc87f · outbound

This paper cites A systematic review of fundamental and technical analysis of stock market predictions.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A systematic review of fundamental and technical analysis of stock market predictions

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.134019Z digest=sha256:88389ffcb700e7ddae23ae4d6705fa4ac794d902000bd9a7a7ea7818ade7b1b8

Observation cf8af86e-cb6d-4238-b287-baa8a1f1d658 · outbound

This paper cites Deep learning in the stock mar- ket—a systematic survey of practice, backtesting, and applications.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Deep learning in the stock mar- ket—a systematic survey of practice, backtesting, and applications

Reference 35

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.138526Z digest=sha256:53827c3efb6d3f7b317ea2d224e71964627b88c2675b99b2149eecf07911c069

Observation ef9104b5-3088-4b39-acc7-4ba04f4d74c9 · outbound

This paper cites Institutional and individual investors: Saving for old age.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Institutional and individual investors: Saving for old age

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.408890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.142327Z digest=sha256:4a47dc8f67225135c79b2a9d32bfc615c3abf8ca494988bc5a290806248a6e4d

Observation a0008a87-823f-41c4-b74b-ff64ea6d9013 · outbound

This paper cites Comparative analysis between the fundamental and technical analysis of stocks.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Comparative analysis between the fundamental and technical analysis of stocks

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.395695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.145890Z digest=sha256:64816e3369ed765137d637ee15ba0e0aaf5f8ba6576f93f3169bc1765f5ea02e

Observation 7d7149f5-95a4-4dc4-ba2e-e460824015f5 · outbound

This paper cites Applying machine learning algorithms to predict the stock price trend in the stock market–the case of vietnam.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Applying machine learning algorithms to predict the stock price trend in the stock market–the case of vietnam

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.384215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.151725Z digest=sha256:9fe4f11aad484b5e97e14df7720227faa026caadadb4460ba915b3b2fc2a9249

Observation 8a6fc1f2-2cf3-4632-ba63-918a1157c4f4 · outbound

This paper cites an unresolved cited work.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:49:29.373007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.155431Z digest=sha256:8895ec0e2d11998b6b7a4eb64cc4d02040d55ecff61bc658e23075cd3b376587

Observation b98467e4-bdb5-475f-8149-863b822848fe · outbound

This paper cites Financial time series forecasting with deep learning: A systematic literature review: 2005–2019.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Financial time series forecasting with deep learning: A systematic literature review: 2005–2019

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.361666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.160478Z digest=sha256:694f8076854f365a2f58a3501636da732ecd6bc758346e7899afb4d6b74ebbe3

Observation d76a6434-ab16-4479-bff4-c972d8ef98d6 · outbound

This paper cites Salas, and Raymundo D ´ ıaz.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Salas, and Raymundo D ´ ıaz

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.349449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.164412Z digest=sha256:047d9c3c9afae3664eccd939a0220f0ce919f40d5903e6ee6ee6d33936c0efc7

Observation d284425d-0ac1-4420-9cb4-0702eef5753d · outbound

This paper cites Forecast- ing stock market indices using padding-based fourier transform denoising and time series deep learning models.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Forecast- ing stock market indices using padding-based fourier transform denoising and time series deep learning models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.338169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.168377Z digest=sha256:0af9e840f6a70ed3191113c9897e19d3a0f21a95485eaa82a0247aa66b5eb67b

Observation b60fed7a-9cb7-45f6-8149-d44e0b78b042 · outbound

This paper cites Deep architectures for long-term stock price prediction with a heuristic- based strategy for trading simulations.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Deep architectures for long-term stock price prediction with a heuristic- based strategy for trading simulations

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.326534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.171707Z digest=sha256:6efd6b4a57beb92df16f92c142ebe56b3ea0369e4141070083eb3b0050c7d57f

Observation 47824537-612d-4e92-9a13-82cb1239cbf4 · outbound

This paper cites Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.311975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.175655Z digest=sha256:dd6e6c455191854479343c841248d3472003e7a978f95a01c6427665dd1d0863

Observation 3d7f3c86-db95-4908-8f7f-df7e20f4f0f7 · outbound

This paper cites Stock selection using machine learning based on financial ratios.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Stock selection using machine learning based on financial ratios

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.294756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.180121Z digest=sha256:838673bfdeaae2fd2588a749524f009e3abc722fe0b803a8647d0a28094166ee

Observation b4c1cc3f-b09f-40c3-b93e-38da052e6afd · outbound

This paper cites Asset allocation.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Asset allocation

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.277789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.184104Z digest=sha256:3a233fc02c7b90368f42d250d6f7f02dd0f0efd296f7a727437de47a4ab2ab85

Observation e60d0bdc-c610-47b2-8b28-8bc2b57db503 · outbound

This paper cites Robert Yu, and Huimin Zhao.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Robert Yu, and Huimin Zhao

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.262151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.188020Z digest=sha256:3f02a65e2de7e106c69df6517acd6f107fc6af2ae388b287eae3f9d14041cb65

Observation 126e551e-5008-4b12-83db-892420f6e3b1 · outbound

This paper cites Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.246758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.191708Z digest=sha256:a59f2b7dfa3680aa8d16f8117d22baaae4d0d951a85ebf727610e598a5c2d7ca

Observation a2c8094f-29af-4ca8-a8eb-9a43cc9eac14 · outbound

This paper cites A novel deep reinforce- ment learning based automated stock trading system using cascaded lstm networks.

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis A novel deep reinforce- ment learning based automated stock trading system using cascaded lstm networks

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:49:29.235547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:49:29.196428Z digest=sha256:982cb858292d94d10a781706d54d45a18fa49746ac04344198c66b4e13e2ca0f

Pith citing papers

No inbound Pith citation observations are available.