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Paper Citation Record · LEDGER

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2506.03184.

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

pith.paper-citation-record.v1
2506.03184 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:25:35.004912Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T10:13:49.569711Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T10:14:35.949632Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7e637a1-54bb-4dc9-b731-4fe59e72c2dc · outbound

This paper cites SAPIENTIAE, INFORMATICA, 10 (1), 26–42, pp.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset SAPIENTIAE, INFORMATICA, 10 (1), 26–42, pp

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:39.355359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 7366c963-3224-4620-93bd-8d45dbb65cd3 · outbound

This paper cites International conference on machine learning.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International conference on machine learning

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-07T12:25:39.195521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.195700Z digest=sha256:a9a47ef7c36a16f16271907a72acad90367309136ddb29217b9b7598956440be

Observation 1705d8b2-2113-4794-a06b-6d79fba5c873 · outbound

This paper cites On the Selection of Initialization and Activation Function for Deep Neural Networks.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset On the Selection of Initialization and Activation Function for Deep Neural Networks

Reference 3

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metadata mismatch
local_arxiv, observed 2026-08-07T12:25:37.005318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.281864Z digest=sha256:9fe76407717e9f89c4742a358dcd0bf73bd7283c7b20da4e64d0549dd18e87b2

Observation d9102898-6f06-46f1-bfc0-4b06592dd714 · outbound

This paper cites International Journal of Pattern Recognition and Artificial Intelligence 34.02 pp.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International Journal of Pattern Recognition and Artificial Intelligence 34.02 pp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:38.971772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.399735Z digest=sha256:9589b0ecd554f43b17670e8d1833763ff0ede728bb105d2067ee22a71fc8a61e

Observation 1c74f650-9c2d-4907-b285-8add799e4448 · outbound

This paper cites International Conference on Intelligent Computing and Control Systems (ICCS), pp.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International Conference on Intelligent Computing and Control Systems (ICCS), pp

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:25:36.754610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.524519Z digest=sha256:0d1f21fe449ac08d221c9925e06712e0f417689296965703969ca08dc74a8699

Observation bd6f76bb-7358-443c-87e8-40d9a48046e8 · outbound

This paper cites Proceedings of the 11th International Conference on Distributed Smart Cameras-ICDSC 2017 (2017).

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Proceedings of the 11th International Conference on Distributed Smart Cameras-ICDSC 2017 (2017)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:38.783043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.634658Z digest=sha256:835def2d7b18a4535c0c013044a9451305bda6883e5d89b060c9c5498006ca3d

Observation 1e624ef2-4456-454d-ac3f-3d801543787c · outbound

This paper cites Postharvest Biology and Technology 166, pp.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Postharvest Biology and Technology 166, pp

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-07T12:25:38.554125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.729208Z digest=sha256:5285f7e1339648cc5663480ff255679b22c3c360f743fef954576dfde664054b

Observation b21ecc45-aa0f-4187-985c-963cc6407da5 · outbound

This paper cites Mathematical Problems in Engineering 2018 (2018).

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Mathematical Problems in Engineering 2018 (2018)

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-07T12:25:38.344279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.812118Z digest=sha256:e194c63f40b9390f1e660ec955b64389445a4ba25d74e8097ed7e0c2b22d5037

Observation b70466e3-6ebc-43f5-900e-110c3280a8ce · outbound

This paper cites et al.: A novel softplus linear unit for deep convolutional neural networks.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset et al.: A novel softplus linear unit for deep convolutional neural networks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:33.901960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5d7bbb47-7015-48bd-b817-f1ffe69e9875 · outbound

This paper cites IEEE Access, vol.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset IEEE Access, vol

Reference 10

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metadata mismatch
raw_fallback, observed 2026-08-07T12:25:36.449414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.023023Z digest=sha256:6a6e1ae0c3e794849bef9b93c7a95edef60bba62f8cab95e7d4963d7088e5015

Observation 9bd8c572-0bc3-49b8-9939-7873a604a035 · outbound

This paper cites an unresolved cited work.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Unresolved cited work

Reference 11

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metadata mismatch
raw_fallback, observed 2026-08-07T12:25:36.148968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.113097Z digest=sha256:3dde8745fd181354d87d1c9b6b9201d6db1d726bb3a3852d31037a79458ad6c4

Observation e0f90a47-ccdb-4c1f-b123-c23af2c422b4 · outbound

This paper cites an unresolved cited work.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:25:38.169569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.224060Z digest=sha256:93c6551be7cb02e0a678e1a1ee9cd20c3f6d8bbdf5d7569546ab51548c4c93b5

Observation f0a38196-08f8-4964-ad4c-e22ca18099e0 · outbound

This paper cites T., Hasan, M.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset T., Hasan, M

Reference 13

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T12:25:35.800303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.298458Z digest=sha256:89245893705b0e29643000a8a087b5e9c8cd5ab4a35c919216f354ef90fcdd52

Observation 34dc17e7-5d8f-4c45-a879-c027b49e6406 · outbound

This paper cites International Conference on Engineering and Technology (ICE T), pp.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International Conference on Engineering and Technology (ICE T), pp

Reference 14

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T12:25:35.571044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.409254Z digest=sha256:3bbf0f96d70862f55ef0213dd216491c82088ce5f8be625df55ca6557dbc8307

Observation d942c701-6bbf-46ed-840b-a7709f4a771b · outbound

This paper cites IAES International Journal of Artificial Intelligence (IJ-AI), vol.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset IAES International Journal of Artificial Intelligence (IJ-AI), vol

Reference 15

Resolution
verified exact
doi, observed 2026-08-07T12:25:35.186456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.521413Z digest=sha256:6d78eb451a7f78b37e7309a84673871c760eab7d29eba5f831f52273627eb5d0

Observation 6927cbaa-b35a-4442-978b-5d3693c6fab7 · outbound

This paper cites 2019 International Conference on Document Analysis and Recognition (ICDAR).

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset 2019 International Conference on Document Analysis and Recognition (ICDAR)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:37.938961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.609352Z digest=sha256:5765e80bf8719fe3d82b291d59d0b43c5e57993a8d79f4c96129ea90bc6f0009

Observation aab5af36-2203-4b30-b7e2-0ac80864ba43 · outbound

This paper cites International Journal of I maging Systems and Technology (2021).

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International Journal of I maging Systems and Technology (2021)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:37.758754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.678675Z digest=sha256:8774eae2a4ccb64797c8e16638b08def195fef0f266feb107d98044220fbcb3b

Observation 76b2543b-7a9e-468c-930a-28a5d7b974b9 · outbound

This paper cites Journal of machine learning research, vol.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset Journal of machine learning research, vol

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:37.615353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.762154Z digest=sha256:11d615590f089dfbfae00bac74127be9d5feb4c4bcb079627bfce2abd8c300be

Observation ebec023f-c3a0-44e4-92cb-e8190a47049f · outbound

This paper cites ADADELTA: An Adaptive Learning Rate Method.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset ADADELTA: An Adaptive Learning Rate Method

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:34.818879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:34.818879Z digest=sha256:ae333623f9042b8687666fa0b757a4171d9da0e4c2c045ef466faec4b05bef6d

Observation 2445dac6-25dd-4817-8de3-27e6aa7f0dcb · outbound

This paper cites arXiv preprint , vol.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset arXiv preprint , vol

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:37.409018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.927403Z digest=sha256:7ed04865b048a85da98ab52c43a87369f642f7afb195019b0013fc1459a42612

Observation f40e7f4e-c5c6-4e15-8cc4-5eac2d7f45bd · outbound

This paper cites International Journal of Internet, Broadcasting and Communication, vol.

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset International Journal of Internet, Broadcasting and Communication, vol

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:37.223410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.004912Z digest=sha256:878b07e5dc55582f08cfee5e7b382cc2f66d64de394cec1ae028e7deaf9f29ae

Pith citing papers

Observation 559a4700-5b31-4ba4-80c6-f918b850cb34 · inbound

Exploring the Effects of Entanglement on Quantum Machine Learning of Pathogen Epitope-Receptor Binding cites this paper.

Exploring the Effects of Entanglement on Quantum Machine Learning of Pathogen Epitope-Receptor Binding Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-06-30T10:14:35.951077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T10:13:49.569711Z digest=sha256:ab6367ce4b8856683b0c65ec7a3328b70a29ef9ddc936c2b6d75dbed49d53f36