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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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.103934Z digest=sha256:05d5a6be1ee7e99e01bafed87acdbfa8805bd99608ac74feaa8df0a69d8651b4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.195700Z digest=sha256:339fa796ba487a6bf0dd9bf992e58c1f6cf840e493a6e206a6d1cca82ae1a5e1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.281864Z digest=sha256:9a4f8eae1b304fd8ac6623b2bdb63b5032e87917058e69906e5cb0942c5e4d41

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.399735Z digest=sha256:139bb73a09943e3d7e02de068a6b3c8d9c1a4b51c3dd21f3406900a809d789ad

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.524519Z digest=sha256:648a52ef327d38ea52e326dd4cee6535c871356e672570dd0c7da93b8a9fb070

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.634658Z digest=sha256:4d62eef4297ebdfddd0e1591119578cd77ac9de87e2b6566824076ac1d350989

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.729208Z digest=sha256:cfa979cc7ba8b25483a3d4f05152db4330c0b2e44f34a5b3fe58493d9dfd7824

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:33.812118Z digest=sha256:31b53cebb1603ed0992183ae3b249a85752113a9c794bd9c5e27b4e279d3492c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.023023Z digest=sha256:ad2e2e1e199d24c8ced1367e9c23c6db43f2c13097aeaf11f8ae32e08e5ab161

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.113097Z digest=sha256:c2ca188633b1fa00622af0348fa7408451f6eb028a3bcb566d246a2e71fe186a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.224060Z digest=sha256:460fce20242f95e76592e26ff3f650dca3c079a45b47d40a888f8480467e37f9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.298458Z digest=sha256:80a51d26dd9d863377771bf4daddfea2ca2a94792076c8338e3d0c8c9376d688

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.409254Z digest=sha256:b4e63bcad834c82f5f6a3ac0d4872fb851ea71f69572d63a41fc2943ec5fe60b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.521413Z digest=sha256:dee7e45c5ee3733e92c99a2fc577146494fc486f743408e9a7d8240249786792

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.609352Z digest=sha256:9c026278ce2690e04c071c28eed928f5a2a5eb5965ec5cb95a198a02d13d0169

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.678675Z digest=sha256:0156eb5abd3350d6935ecc16c4a209ff3f0dcdfd022db8b70c1919ffd3b007f7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.762154Z digest=sha256:956be818c798c2df1b7a9019268c784be3591a7db69859465416f0a1e88781af

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:34.927403Z digest=sha256:9f4648b3e0be1f5fe47f05f2a070255386ce6eaa7b8f1d574ae80297a14c7234

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:25:35.004912Z digest=sha256:433e5a39b464a71bacc175e64c43ae00f39cc087ee09c8869c7a756f340a59c7

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-30T10:13:49.569711Z digest=sha256:c2e9d9001d38a92849796d1b0a86eb2bb2ed7948b4e57fd102bfcf84e8f265d5