Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T15:52:21.022249Z
Paper Citation Record · LEDGER
Exploring applications of topological data analysis in stock index movement prediction
As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2411.13881.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
Reference resolution
38 of 38 outbound references displayed
- verified exact2
- verified fuzzy31
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 403dc2cf-d37c-437a-b600-aec497bcb1f8 · outbound
This paper cites Stock market movement forecast: A systematic review.
Exploring applications of topological data analysis in stock index movement prediction Stock market movement forecast: A systematic review
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.863311Z
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.
Observation e3248355-0ca5-47c7-b1b8-3daaf25bb485 · outbound
This paper cites Fuzzy dual-factor time-series for stock index forecasting.
Exploring applications of topological data analysis in stock index movement prediction Fuzzy dual-factor time-series for stock index forecasting
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.844891Z
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.
Observation a4d5d119-c979-412d-98f7-c8618474bb87 · outbound
This paper cites Forecasting model of global stock index by stochastic time effective neural network.
Exploring applications of topological data analysis in stock index movement prediction Forecasting model of global stock index by stochastic time effective neural network
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.827591Z
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.
Observation d6fb6c41-62a1-43e5-9f7c-54bd6cc3666b · outbound
This paper cites An efficient CMAC neural network for stock index forecasting.
Exploring applications of topological data analysis in stock index movement prediction An efficient CMAC neural network for stock index forecasting
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.809239Z
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.
Observation 418c7b79-36f1-49cb-bd02-72c7d3c9cdd4 · outbound
This paper cites Forecasting the volatility of stock price index.
Exploring applications of topological data analysis in stock index movement prediction Forecasting the volatility of stock price index
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.791456Z
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.
Observation 0f4fdb9a-d53c-4be6-9b07-f5723e2cb084 · outbound
This paper cites Forecasting stock indices with back propagation neural network.
Exploring applications of topological data analysis in stock index movement prediction Forecasting stock indices with back propagation neural network
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.772499Z
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.
Observation 34169d84-d022-44ab-8856-f94c73718517 · outbound
This paper cites Leung, Hazem Daouk, and An-Sing Chen.
Exploring applications of topological data analysis in stock index movement prediction Leung, Hazem Daouk, and An-Sing Chen
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.755088Z
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.
Observation 6b695f14-c71c-40bd-8b92-6120cdb3e989 · outbound
This paper cites Topological Persistence and Simplification.
Exploring applications of topological data analysis in stock index movement prediction Topological Persistence and Simplification
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.735964Z
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.
Observation e354a63f-11b3-44b8-af6a-da7ef3fd16b4 · outbound
This paper cites Computing persistent homology.
Exploring applications of topological data analysis in stock index movement prediction Computing persistent homology
Reference 9
- 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.
Observation 1c936a44-04e2-495c-ac1b-f50c51157c96 · outbound
This paper cites Topology and data.
Exploring applications of topological data analysis in stock index movement prediction Topology and data
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.696836Z
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.
Observation 28469dba-adf8-4c47-8d1c-0ff157c3d85d · outbound
This paper cites Time series classification via topological data analysis.
Exploring applications of topological data analysis in stock index movement prediction Time series classification via topological data analysis
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.678795Z
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.
Observation 8042c7cd-81b8-4d16-90cc-d2448c67a8fb · outbound
This paper cites Topological data analysis in investment decisions.
Exploring applications of topological data analysis in stock index movement prediction Topological data analysis in investment decisions
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.658315Z
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.
Observation 362aaa79-e751-434b-a7fc-f0d3f7a07aaf · outbound
This paper cites Using topological data analysis (TDA) and persistent homology to analyze the stock markets in Singapore and Taiwan.
Exploring applications of topological data analysis in stock index movement prediction Using topological data analysis (TDA) and persistent homology to analyze the stock markets in Singapore and Taiwan
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.638760Z
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.
Observation 367ba1b2-8847-4d5c-8086-ae374adc7521 · outbound
This paper cites Clustering and classification of time series using topological data analysis with applications to finance.
Exploring applications of topological data analysis in stock index movement prediction Clustering and classification of time series using topological data analysis with applications to finance
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.617696Z
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.
Observation 2c99bfbc-f35c-4d8b-95ee-0738cc354405 · outbound
This paper cites Computational topology: an introduction.
Exploring applications of topological data analysis in stock index movement prediction Computational topology: an introduction
Reference 15
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 214ae314-0e55-4501-9639-15dee8b28bda · outbound
This paper cites An entropy- based persistence barcode.
Exploring applications of topological data analysis in stock index movement prediction An entropy- based persistence barcode
Reference 16
- 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.
Observation 3da68fab-4a30-49d9-a4ae-e6f4dfcd0cae · outbound
This paper cites Khasawneh.
Exploring applications of topological data analysis in stock index movement prediction Khasawneh
Reference 17
- 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.
Observation 8ed194a9-659b-429c-8aaa-ca70d002651a · outbound
This paper cites an unresolved cited work.
Exploring applications of topological data analysis in stock index movement prediction Unresolved cited work
Reference 18
- Resolution
- unresolved
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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.
Observation 2c48081a-8492-46c6-88cc-5ac04df19364 · outbound
This paper cites Subsampling methods for persistent homology.
Exploring applications of topological data analysis in stock index movement prediction Subsampling methods for persistent homology
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.519674Z
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.
Observation 58d13992-aa8f-4a9e-99ff-77cc2bba8cdc · outbound
This paper cites Robust topological inference: Distance to a measure and kernel distance.
Exploring applications of topological data analysis in stock index movement prediction Robust topological inference: Distance to a measure and kernel distance
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.499249Z
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.
Observation 5466c752-87f0-4c83-b081-abfee376d1e2 · outbound
This paper cites Topological data analysis of financial time series: Landscapes of crashes.
Exploring applications of topological data analysis in stock index movement prediction Topological data analysis of financial time series: Landscapes of crashes
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.469177Z
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.
Observation 61998819-25ba-4235-b77a-c2f13b701471 · outbound
This paper cites Topological time-series analysis with delay-variant embedding.
Exploring applications of topological data analysis in stock index movement prediction Topological time-series analysis with delay-variant embedding
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.444946Z
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.
Observation 1a7a492e-ef8f-4638-a95e-96576ed220bf · outbound
This paper cites Seversky, Shelby Davis, and Matthew Berger.
Exploring applications of topological data analysis in stock index movement prediction Seversky, Shelby Davis, and Matthew Berger
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.420221Z
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.
Observation 3db4a4d4-3d3d-4d07-9cfd-024d02740a18 · outbound
This paper cites Detecting strange attractors in turbulence.
Exploring applications of topological data analysis in stock index movement prediction Detecting strange attractors in turbulence
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.401618Z
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.
Observation 62bcf93f-c343-4037-a4ca-e6c612b75d97 · outbound
This paper cites an unresolved cited work.
Exploring applications of topological data analysis in stock index movement prediction Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T15:52:21.379597Z
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.
Observation 289a545b-2f5f-425f-85ae-eece113c76d1 · outbound
This paper cites Profitability of momentum strategies: An evaluation of alternative explanations.
Exploring applications of topological data analysis in stock index movement prediction Profitability of momentum strategies: An evaluation of alternative explanations
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:52:20.939501Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a6a686a-a351-466a-bd6f-1836f47a6d4c · outbound
This paper cites Multidimensional scaling.
Exploring applications of topological data analysis in stock index movement prediction Multidimensional scaling
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.342646Z
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.
Observation 1562b4cb-7c21-4e39-9259-6b1124ed939d · outbound
This paper cites Risk analysis of China’s stock markets based on topological data structures.
Exploring applications of topological data analysis in stock index movement prediction Risk analysis of China’s stock markets based on topological data structures
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.319418Z
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.
Observation 27817054-0d16-4631-b627-68f89ed53f28 · outbound
This paper cites Hierarchical structure in financial markets.
Exploring applications of topological data analysis in stock index movement prediction Hierarchical structure in financial markets
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.296452Z
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.
Observation 43f39cf0-8ec2-4aab-b4a5-7e589f5a795f · outbound
This paper cites Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI.
Exploring applications of topological data analysis in stock index movement prediction Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T15:52:21.120193Z
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.
Observation 4f870dba-a637-4aa0-8d91-2a99d25a3e43 · outbound
This paper cites Bareket and B.
Exploring applications of topological data analysis in stock index movement prediction Bareket and B
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.273962Z
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.
Observation e0d4b04a-ec7f-4043-8b7f-5351a60b6017 · outbound
This paper cites Generating synergistic formulaic alpha collections via reinforcement learning.
Exploring applications of topological data analysis in stock index movement prediction Generating synergistic formulaic alpha collections via reinforcement learning
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.246331Z
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.
Observation bcd3599e-95c8-4471-a253-1c4482decf51 · outbound
This paper cites Nonlinear component analysis as a kernel eigenvalue problem.
Exploring applications of topological data analysis in stock index movement prediction Nonlinear component analysis as a kernel eigenvalue problem
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:52:20.984155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba8bb69e-00a8-4586-a08f-328cb3588dda · outbound
This paper cites A stable multi-scale kernel for topological machine learning.
Exploring applications of topological data analysis in stock index movement prediction A stable multi-scale kernel for topological machine learning
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.207256Z
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.
Observation 315fcc03-a0a3-44e0-a30e-afb732fb2b36 · outbound
This paper cites Time Series Featurization via Topological Data Analysis.
Exploring applications of topological data analysis in stock index movement prediction Time Series Featurization via Topological Data Analysis
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T15:52:21.084737Z
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.
Observation 2d90c3bf-1ecc-48e1-a968-de093a5826a0 · outbound
This paper cites Topological persistence and simplification.
Exploring applications of topological data analysis in stock index movement prediction Topological persistence and simplification
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.185675Z
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.
Observation 17bcff1e-9f51-4306-80ab-bc45fe666edf · outbound
This paper cites The Gudhi Library: Simplicial Complexes and Persistent Homology.
Exploring applications of topological data analysis in stock index movement prediction The Gudhi Library: Simplicial Complexes and Persistent Homology
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.163938Z
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.
Observation 51b0795c-7dac-4af4-99d8-53f3977104c7 · outbound
This paper cites Clark and Michael W.
Exploring applications of topological data analysis in stock index movement prediction Clark and Michael W
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T15:52:21.141627Z
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.
Pith citing papers
No inbound Pith citation observations are available.