Paper Citation Record · LEDGER

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm)

As of 15 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2502.07815.

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

pith.paper-citation-record.v1
2502.07815 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:59:44.083393Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

22 of 22 outbound references displayed

verified exact4
verified fuzzy16
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 851ffa9c-dbdd-42a4-b0c8-d3dc4c88baf5 · outbound

This paper cites Balancing Patient Privacy and Health Data Security: The Role of Compliance in Protected Health Information (PHI) Sharing.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Balancing Patient Privacy and Health Data Security: The Role of Compliance in Protected Health Information (PHI) Sharing

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-08T17:59:44.196082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f8d535e-900d-41f0-825e-c70476008b92 · outbound

This paper cites an unresolved cited work.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:59:44.482213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7edb2eed-e83d-4c87-8d3d-57768fa88e26 · outbound

This paper cites Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T17:59:44.173625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b930838b-93a1-437e-a041-c3a664c45bc7 · outbound

This paper cites A review on evaluation metrics for data classification evaluations.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) A review on evaluation metrics for data classification evaluations

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.467291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4dd2015-b14d-4e09-9c3e-6497d46d8d4b · outbound

This paper cites PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-08T17:59:44.150525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ccbbc57-c79f-465b-9368-ed02e0bc9b1c · outbound

This paper cites ECombining Regular Expressions and Supervised Algorithms for Clinical Text Classification.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) ECombining Regular Expressions and Supervised Algorithms for Clinical Text Classification

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.452451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ab97da4c-1d48-4b7f-befc-c07afd2a6657 · outbound

This paper cites Integrating Regular Expressions with Neural Networks via DFA.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Integrating Regular Expressions with Neural Networks via DFA

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-08T17:59:44.126254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f8f2be57-9a30-4a11-ab58-60fedfaf0e41 · outbound

This paper cites Differential privacy and the 2020 US Census MIT Schwarzman College of Computing, 2022.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Differential privacy and the 2020 US Census MIT Schwarzman College of Computing, 2022

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.436006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cf828caa-85dd-46fc-96e5-e3665d44129e · outbound

This paper cites A Literary Review of Pattern Matching Techniques in Network Intrusion Detection.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) A Literary Review of Pattern Matching Techniques in Network Intrusion Detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.420810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e271565b-7dfe-43c5-9140-e6e4b4cc9017 · outbound

This paper cites An investigation into performance-related issues of regular expression matching˙ Stellenbosch: Stellenbosch University, 2022.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) An investigation into performance-related issues of regular expression matching˙ Stellenbosch: Stellenbosch University, 2022

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.405155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 085f3537-18e4-4841-b69e-6f993c2c43f2 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.388675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7d9606db-20d7-4f5d-9f48-99d7555f8a8d · outbound

This paper cites an unresolved cited work.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:59:44.372913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c571d1ae-8dde-4f1d-8162-63525711b15d · outbound

This paper cites A survey on deep learning for named entity recognition.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) A survey on deep learning for named entity recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.357371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3bccf88-fbec-4a30-b08e-1815f0c95512 · outbound

This paper cites Combining Regular Expressions and Machine Learning for SQL Injection Detection in Urban Computing.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Combining Regular Expressions and Machine Learning for SQL Injection Detection in Urban Computing

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.341909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 103e34f3-9c7a-4282-950e-853d4c7cfcec · outbound

This paper cites Analyzing the Efficacy of Microsoft Presidio in Identifying Social Security Numbers in Unstructured Text.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Analyzing the Efficacy of Microsoft Presidio in Identifying Social Security Numbers in Unstructured Text

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.326302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5433e987-81a7-455f-bee7-63a78bdfbd18 · outbound

This paper cites Hyperscan: A fast multi-pattern regex matcher for modern {CPUs}.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Hyperscan: A fast multi-pattern regex matcher for modern {CPUs}

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.310139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ee0ad972-d01c-47e7-b1cd-1093ecaadd97 · outbound

This paper cites RE2: a principled approach to regular expression matching.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) RE2: a principled approach to regular expression matching

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.294829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7143adb6-6d22-44ff-bac4-1fc193dbe70e · outbound

This paper cites Energy and policy considerations for modern deep learning research.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Energy and policy considerations for modern deep learning research

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.278714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9050694b-4f68-4695-9a28-0b675ee550db · outbound

This paper cites Regular expressions in big data analytics.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Regular expressions in big data analytics

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.262308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b7daf227-3dfb-481e-9e84-8e5a969be81e · outbound

This paper cites Introduction to Hyperscan.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Introduction to Hyperscan

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.246039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 15fed0de-829a-42fd-9582-524d723db74d · outbound

This paper cites Efficient string matching: an aid to bibliographic searchCommunications of the ACM, vol.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Efficient string matching: an aid to bibliographic searchCommunications of the ACM, vol

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.229480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd203711-d3c7-4a71-a57e-ca1f3c55ad7b · outbound

This paper cites Journal Of Computer Science And Information Technologies, vol.

Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) Journal Of Computer Science And Information Technologies, vol

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:59:44.211839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.