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Paper Citation Record · LEDGER

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning

As of 13 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2411.16277.

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

pith.paper-citation-record.v1
2411.16277 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:21:23.189145Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-24T02:27:44.039285Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T02:28:45.940429Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact1
  • verified fuzzy33
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e15b4a92-9864-45eb-9038-f8ede9e0477e · outbound

This paper cites Significance, relevance and explainability in the machine learning age: an econometrics and financial data science perspective,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Significance, relevance and explainability in the machine learning age: an econometrics and financial data science perspective,

Reference 1

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raw_fallback, observed 2026-08-12T13:21:24.563399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c2f8d362-a07f-45e7-beed-59343e546b51 · outbound

This paper cites A survey on security threats and defensive techniques of machine learning: A data driven view,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning A survey on security threats and defensive techniques of machine learning: A data driven view,

Reference 2

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raw_fallback, observed 2026-08-12T13:21:24.546846Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.847780Z digest=sha256:40dc9d43fa7f1a568a6dd5b2e0b06dbd4cfa39f2ab1576ac929dc59ec7a39dcf

Observation 6da07061-3b6e-493f-9c16-0099dd2318ac · outbound

This paper cites Machine learning security: Threats, countermeasures, and evaluations,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Machine learning security: Threats, countermeasures, and evaluations,

Reference 3

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.856468Z digest=sha256:c29da9f790c731f5a43541776f3e1667fecc434cf324b8a08cad984114b560b7

Observation 834a30e4-de75-4e5a-8e40-db31e13021a8 · outbound

This paper cites Blockchain technology in the energy sector: A systematic review of challenges and opportunities,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain technology in the energy sector: A systematic review of challenges and opportunities,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.863170Z digest=sha256:b79e9807966ff943d8d105f16c9f4ea1f61d120c44a6ebf202c4dbc95eee1086

Observation e62ab74a-bcbf-407d-9a64-5f329a964581 · outbound

This paper cites Blockchain technology as an approach for data marketplaces,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain technology as an approach for data marketplaces,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.870461Z digest=sha256:383c38c2c765fa596cdb6824533ec93109ccf42a6eaa8b7e5978c0693f5e4fab

Observation 54920d01-947c-4672-addb-978611a5a304 · outbound

This paper cites Empirical analysis of eip-1559: Transaction fees, waiting times, and consensus security,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Empirical analysis of eip-1559: Transaction fees, waiting times, and consensus security,

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:22.879455Z digest=sha256:3c0b02404ee185fa2e83fc205216e3a6bea94bfbf8bf486d05288f4e7e0cde25

Observation cd1d2847-0032-4aa7-bb86-2b8783ba994d · outbound

This paper cites Machine learning for blockchain: Literature review and open research questions,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Machine learning for blockchain: Literature review and open research questions,

Reference 7

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.894043Z digest=sha256:bd4c33478076e4606b9b858adc23e1514efc13c5962ecd45344d2b5d2785ab68

Observation ffa717a6-0f19-465e-acca-d90b827d1071 · outbound

This paper cites Blockchain distributed ledger technologies for biomedical and health care applications,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain distributed ledger technologies for biomedical and health care applications,

Reference 8

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doi, observed 2026-08-12T13:21:23.263280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.905923Z digest=sha256:0bc6780a33f6c869855056793f919710a995f5aaf7b44a0baa31274a9befc81e

Observation 81733a2c-f3dd-48cf-bd6d-8be9f048db23 · outbound

This paper cites Ethereum crypto-games: Mechanics, prevalence, and gambling similarities,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Ethereum crypto-games: Mechanics, prevalence, and gambling similarities,

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:22.917313Z digest=sha256:15a5f52d0338495a77a0e97a04d5520259b48f82c12e0504b49dc37915c3abd6

Observation 2b92d921-3636-48d1-b427-2c3b657e2549 · outbound

This paper cites Blockchain-enabled decentralized trust management and secure usage control of iot big data,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain-enabled decentralized trust management and secure usage control of iot big data,

Reference 10

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.929098Z digest=sha256:45fab87eb127143cd5e7fc1d8cbbe0818bfe674017f0139a2666ae3d03a7d3da

Observation d72fb2b8-d636-4ad6-b0ab-e84036ac9da6 · outbound

This paper cites Coopedge: A decentralized blockchain-based platform for cooperative edge computing,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Coopedge: A decentralized blockchain-based platform for cooperative edge computing,

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:22.940288Z digest=sha256:b5f833fa3380ac42d3c03ac72ba54187bc8b7f5411f13d01858afaeee19546d6

Observation f4a892a7-a1a2-4322-b22e-669112a8f9f2 · outbound

This paper cites Blockchain for cybersecurity in smart grid: A comprehensive survey,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain for cybersecurity in smart grid: A comprehensive survey,

Reference 12

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raw_fallback, observed 2026-08-12T13:21:24.456577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.948645Z digest=sha256:b5cfef2dbb92787d696828e93376a8e671b442d082e292a1732cbd94d25ea18d

Observation f626651e-2f9b-4a7c-8c16-110c03488bcb · outbound

This paper cites A machine learning approach for gas price prediction in ethereum blockchain,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning A machine learning approach for gas price prediction in ethereum blockchain,

Reference 13

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raw_fallback, observed 2026-08-12T13:21:24.440546Z

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source=pdf_text observed=2026-08-12T13:21:22.960376Z digest=sha256:d70df13e81e48237ce747c533fcd4f3d1aa651ef6d5527148123819836cccbca

Observation 0a8a67f3-b410-47f5-ab82-9cddcb2a52ae · outbound

This paper cites Blockchain transaction fee forecasting: A comparison of machine learning methods,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain transaction fee forecasting: A comparison of machine learning methods,

Reference 14

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raw_fallback, observed 2026-08-12T13:21:24.424078Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.969442Z digest=sha256:1101cc96e53560ec9fe08b4db9f36e9cd07528784b6354549ba117363a0e07b5

Observation 1e4a5405-1f6c-4bb1-9af3-015d068d7551 · outbound

This paper cites Chuang and T.-F.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Chuang and T.-F

Reference 15

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:22.976725Z digest=sha256:523dad816a669bd2bbe36b577de2e1cb321a77b1f1bc3507c4effacc8dc3cdcc

Observation 8e122959-92f0-44af-8fea-1c100ca733e6 · outbound

This paper cites Gas price prediction based on machine learning combined with ethereum mempool,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Gas price prediction based on machine learning combined with ethereum mempool,

Reference 16

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source=pdf_text observed=2026-08-12T13:21:22.984063Z digest=sha256:9101f9ea72dbdd166ecd40c7f2c00b009fd6ea02b69fe9bc9b0998964c22630c

Observation cdde8fbd-2c55-4446-b51a-3581510fe833 · outbound

This paper cites Effective gasprice prediction for carrying out economical ethereum transaction,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Effective gasprice prediction for carrying out economical ethereum transaction,

Reference 17

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raw_fallback, observed 2026-08-12T13:21:24.361963Z

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source=pdf_text observed=2026-08-12T13:21:22.994715Z digest=sha256:e2ab9dbc07b0eda3a851fbfe9aafaee13ea5cb362fb82ed14a8dd49d9a0a1450

Observation 4c5bb40c-f6ea-47a8-b313-6cb364e1b413 · outbound

This paper cites Enhanced bitcoin price direction forecasting with dqn,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Enhanced bitcoin price direction forecasting with dqn,

Reference 18

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source=pdf_text observed=2026-08-12T13:21:23.004038Z digest=sha256:93caa91bae690089dad7d6a47a43ed92c5735146ec8dbd76e7a52c892b809e52

Observation 411a2244-8608-4f22-a673-7b2472ab7c89 · outbound

This paper cites Solcmc: Solidity compiler’s model checker,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Solcmc: Solidity compiler’s model checker,

Reference 19

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source=pdf_text observed=2026-08-12T13:21:23.014257Z digest=sha256:fe69c442ea1bafbc38dcbe263b7a492fe9d66fda849574be844b8b05db3333e9

Observation 95318a29-db95-4173-831d-d46025358c30 · outbound

This paper cites A graph diffusion scheme for decentralized content search based on personalized pagerank,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning A graph diffusion scheme for decentralized content search based on personalized pagerank,

Reference 20

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.023545Z digest=sha256:cb97f1f252b38c33143860c91e9bfdd3784467881bf0803f4d83afac79a493a9

Observation 8fa4edbe-e136-4e08-a0b6-6ddae9f6218d · outbound

This paper cites Distributed Runtime Verification of Metric Temporal Properties for Cross-Chain Protocols.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Distributed Runtime Verification of Metric Temporal Properties for Cross-Chain Protocols

Reference 21

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source=pdf_text observed=2026-08-12T13:21:23.033471Z digest=sha256:1af25506cfe5105f6073a30bdf8ce06ebf1223542adc82e9898deafd5304b367

Observation 08431683-47ee-4de2-8bf8-661c4960624d · outbound

This paper cites Monitoring Data Requests in Decentralized Data Storage Systems: A Case Study of IPFS.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Monitoring Data Requests in Decentralized Data Storage Systems: A Case Study of IPFS

Reference 22

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source=pdf_text observed=2026-08-12T13:21:23.041781Z digest=sha256:8a5f7624e494ee32690636a60e7df35d47e62e15f406f4af33904b37c44ac971

Observation bacb7933-147d-4a36-8e23-4ad1f077000e · outbound

This paper cites Blockchain based non-repudiable iot data trading: Simpler, faster, and cheaper,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockchain based non-repudiable iot data trading: Simpler, faster, and cheaper,

Reference 23

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.050388Z digest=sha256:390737311bb0bba46378c98f3c443ec69d1aad12f055c0f7775b29148789628a

Observation b61ccafc-0acf-4d00-9405-af2ce9ef47da · outbound

This paper cites Brokerchain: A cross-shard blockchain protocol for account/balance- based state sharding,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Brokerchain: A cross-shard blockchain protocol for account/balance- based state sharding,

Reference 24

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.056429Z digest=sha256:e287b506ff3e38ebdc1b70a617677df85663fe7dbd0b6cd522f8b7c42d9d6e30

Observation f8b020bf-8bfa-4af9-bbeb-ca92e890c45c · outbound

This paper cites Payment channel networks: Single- hop scheduling for throughput maximization,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Payment channel networks: Single- hop scheduling for throughput maximization,

Reference 25

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raw_fallback, observed 2026-08-12T13:21:24.263712Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.062101Z digest=sha256:b552dbf84e24aa665fb264a85ddc4d6cb328664bbaf3696e13f7571fc9d53bd6

Observation ac5baed1-bbc3-42bc-967a-77c770749aa5 · outbound

This paper cites DispersedLedger: High-Throughput byzantine consensus on variable bandwidth networks,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning DispersedLedger: High-Throughput byzantine consensus on variable bandwidth networks,

Reference 26

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raw_fallback, observed 2026-08-12T13:21:24.243275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.067685Z digest=sha256:9ec0bcb7b13bca026b566d61da578a72f60e40d6d45bd94061489ea52117c658

Observation 03e1ca39-4c7a-4acb-9eb0-6f8633bf87c9 · outbound

This paper cites Mixing transactions with arbitrary values on blockchains,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Mixing transactions with arbitrary values on blockchains,

Reference 27

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raw_fallback, observed 2026-08-12T13:21:24.218042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.073392Z digest=sha256:63f75df331a931c8a76335024be4d9d12dbb51580f82949d9f6d87cfbf8d0c81

Observation 5c2a56b1-8a62-4ea2-b02b-0ef10b9e0804 · outbound

This paper cites Blockope: Efficient order-preserving encryption for permissioned blockchain,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Blockope: Efficient order-preserving encryption for permissioned blockchain,

Reference 28

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.079417Z digest=sha256:72d030c55b93f965cf0de866751d7da93d088d351a9e393e8bf51e8b217b19be

Observation d852ab01-bb8c-4e27-a10b-9f464bf39c4a · outbound

This paper cites vchain+: Optimizing verifiable blockchain boolean range queries,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning vchain+: Optimizing verifiable blockchain boolean range queries,

Reference 29

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raw_fallback, observed 2026-08-12T13:21:24.162837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.085170Z digest=sha256:45804ec41493b07a0740692baadea5a06ab936a86f06607ab9581382c73414fe

Observation 654e7e40-c597-4e7d-9482-8f16a87b828b · outbound

This paper cites EX-graph: A pioneering dataset bridging ethereum and x,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning EX-graph: A pioneering dataset bridging ethereum and x,

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:23.092805Z digest=sha256:beff75d486ee34597d71fc574c12a276c1b77cb6acd197b31ccdb753f1b4f58f

Observation dc1f7eac-a3f5-49c2-be46-a58d72788b9c · outbound

This paper cites Char- talist: Labeled graph datasets for utxo and account-based blockchains,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Char- talist: Labeled graph datasets for utxo and account-based blockchains,

Reference 31

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raw_fallback, observed 2026-08-12T13:21:24.127730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.099758Z digest=sha256:222098c611f3a091b65752c12bae2ca49965255a5304a8eda260e7674b9dc28e

Observation 90552a9c-7606-4c9f-a12f-37546afcbbcf · outbound

This paper cites Spillover effects of airdrops: Evidence from tokenization platforms,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Spillover effects of airdrops: Evidence from tokenization platforms,

Reference 32

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raw_fallback, observed 2026-08-12T13:21:24.099245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.106625Z digest=sha256:7ae0c4d71a227ad74e0f3624b9eabcedfcf2428a8c9835b45d994ca17c41aeab

Observation 9f364110-0677-4ec9-afaf-376585add0e6 · outbound

This paper cites The predictive power of public twitter sentiment for forecasting cryptocurrency prices,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning The predictive power of public twitter sentiment for forecasting cryptocurrency prices,

Reference 33

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raw_fallback, observed 2026-08-12T13:21:24.076381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.116858Z digest=sha256:3b19701a80e431579cede58fb1d9b041d38c3f9777962695d9485731281c7c8b

Observation ca389156-0207-483e-b65a-66e3df02bc4d · outbound

This paper cites Kryptooracle: a real-time cryptocurrency price prediction platform using twitter sentiments,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Kryptooracle: a real-time cryptocurrency price prediction platform using twitter sentiments,

Reference 34

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raw_fallback, observed 2026-08-12T13:21:24.053037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.123039Z digest=sha256:e469a3d327b2214a5c72f58cff853d7cf8ad0313509f0596c0e3e257cdc94f08

Observation 3fd0cf98-0f86-49e2-848c-8ee4cf3084b6 · outbound

This paper cites Business intelligence aspect for emotions and sentiments analysis,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Business intelligence aspect for emotions and sentiments analysis,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:24.034201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.129364Z digest=sha256:ecb13ff8e13b02dcdb58ec10dfb2a40e9a2b2fd6e3498085022eda0fbf3b26d3

Observation 928eeca4-8370-4554-a326-f81232a63dba · outbound

This paper cites Neural additive models: Interpretable machine learning with neural nets,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Neural additive models: Interpretable machine learning with neural nets,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:24.015840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.138334Z digest=sha256:6d03c862ce89f4b8a955c2d731c9b9a4ec8da6949dd674ab5520268b323e991d

Observation 868c5cf7-f113-40ba-8a32-db8fcffa3943 · outbound

This paper cites Moving averages for financial data smoothing,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Moving averages for financial data smoothing,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.989413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.144222Z digest=sha256:1d690097741d3dc039c506766088ab13162f7c81166e2abfdcf0d4712cddbc2a

Observation 3c98f779-eb25-4870-9449-fa2924d8a5a0 · outbound

This paper cites Exponential moving average versus moving exponential average,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Exponential moving average versus moving exponential average,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.968522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.155377Z digest=sha256:8c050a09c9e6b1bcf5d397761c068f6db9f8ce7f6b4945d93adc4078a0576397

Observation ff4fc63e-a30d-4dd4-a7d6-4013524908e7 · outbound

This paper cites Exponential moving average (ema).

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Exponential moving average (ema)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.947499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.162098Z digest=sha256:6bb813776d4feed8f5f810c0f8c92b78954cd0646581808c0ee373ffb6b58432

Observation cee34067-cff2-4dad-9576-86799aeee406 · outbound

This paper cites How to address monotonicity for model risk management?.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning How to address monotonicity for model risk management?

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.926296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.168106Z digest=sha256:146dc86b5fe4b2ab09252cbeb4d6b0e3532ea77c3a39cc5350a5d6c21bada0db

Observation 5726046c-5d75-4135-a2ab-0107395a2023 · outbound

This paper cites Certified monotonic neural networks,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Certified monotonic neural networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.902880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.173261Z digest=sha256:1cd67b2b8802909207ca7765e175a1a397353f7e99ab6d717d684d2214d3b0c7

Observation 357d3acf-bb87-4af7-8052-8ba5e4224de1 · outbound

This paper cites Fast and flexible monotonic functions with ensembles of lattices,.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning Fast and flexible monotonic functions with ensembles of lattices,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:21:23.879099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:21:23.180210Z digest=sha256:e14882e3402c1946b336aff4384a77c99050adf7152d88a8853ee656470b7a9e

Observation 913678df-b3a3-463c-9b9a-18c0aff7a454 · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T13:21:23.189145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:23.189145Z digest=sha256:2f033190a4aae63d2252a218d9c6af881fcd70f26db774002ccfbc064c87fd4e

Pith citing papers

Observation 43402df4-2fe2-4010-9a3b-3884e5c6cc2b · inbound

Trust Dynamics in Cryptocurrency Markets: Centralized vs. Decentralized Exchanges cites this paper.

Trust Dynamics in Cryptocurrency Markets: Centralized vs. Decentralized Exchanges FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:28:45.944221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-24T02:27:44.039285Z digest=sha256:6f9444fcb4e7ffced00478000b135203e4a039d9560dfc278d2540446f0b6d5c

Observation e24a8b71-d846-4e87-860b-79cd7ff73254 · inbound

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols cites this paper.

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T00:19:46.955957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T00:16:51.103734Z digest=sha256:201623abffca12b8be44eb88e05778238547e76468b6be6a57a27ddc92073403