Paper Citation Record · LEDGER

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis

As of 22 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.15239.

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

pith.paper-citation-record.v1
2507.15239 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:41:26.849351Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

36 of 36 outbound references displayed

verified exact1
verified fuzzy32
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2bb7315-a701-4b2a-b92f-ce518e4f1a5c · outbound

This paper cites Machine learning approach to detect arc faults based on regular coupling features,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Machine learning approach to detect arc faults based on regular coupling features,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.669853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a605e26e-47bd-4bc9-b6f5-a17e0ae8a3cc · outbound

This paper cites Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:41:26.968276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 921b640a-0796-46aa-a3e3-19dd3155d9b9 · outbound

This paper cites A coupling method for identifying arc faults based on short-observation-window svdr,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis A coupling method for identifying arc faults based on short-observation-window svdr,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.661747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88bccc19-64d0-4a10-9d9d-35892ed4eff7 · outbound

This paper cites Series dc arc fault detection based on ensemble machine learning,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series dc arc fault detection based on ensemble machine learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.654351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 990ad47c-d7cc-427a-99cb-c326844a8585 · outbound

This paper cites Design of a dc series arc fault detector for photovoltaic system protection,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Design of a dc series arc fault detector for photovoltaic system protection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.647092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5e173b6-1f45-4897-8a08-726bd09cea97 · outbound

This paper cites Real-time dc series arc fault detection based on noise pattern analysis in photovoltaic system,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Real-time dc series arc fault detection based on noise pattern analysis in photovoltaic system,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.639904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a47aef2a-dc0b-490d-b62f-9b7a6a2218ef · outbound

This paper cites An integrated dc series arc fault detection method for different operating conditions,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis An integrated dc series arc fault detection method for different operating conditions,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.632958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99f0d916-8a34-4e09-b2c9-6774e6af2c99 · outbound

This paper cites An enhanced cassie–mayr-based approach for dc series arc modeling in pv systems,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis An enhanced cassie–mayr-based approach for dc series arc modeling in pv systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.624954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30862f2d-24a6-4b71-8883-4a155e75c963 · outbound

This paper cites Series arc fault detection using regular sig- nals and time-series reconstruction,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series arc fault detection using regular sig- nals and time-series reconstruction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.617596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08d6682c-dd68-4148-90c8-ad8a8dffaebf · outbound

This paper cites Feature extraction and power quality disturbances classification using smart meters signals,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Feature extraction and power quality disturbances classification using smart meters signals,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.609620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a92211b-6715-4503-bb61-ca0791bdbe10 · outbound

This paper cites Series arc detection and complex load recognition based on principal component analysis and support vector machine,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series arc detection and complex load recognition based on principal component analysis and support vector machine,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.600936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91d83c57-cd33-44d1-93ed-46f0eea723f5 · outbound

This paper cites Lightweight ac arc fault detection method by integration of event-based load classification,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Lightweight ac arc fault detection method by integration of event-based load classification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.592653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbb1e665-00f5-405f-9731-97828068705d · outbound

This paper cites Ac series arc fault detection based on rlc arc model and convolutional neural network,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Ac series arc fault detection based on rlc arc model and convolutional neural network,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.585151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea829dbc-39d3-4fba-ae1f-777204f0adb0 · outbound

This paper cites Deep learning-based series ac arc detection algorithms,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Deep learning-based series ac arc detection algorithms,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.542406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56c6b930-6f7b-4014-9909-3ded73d45599 · outbound

This paper cites Series ac arc fault detection method based on hybrid time and frequency analysis and fully connected neural network,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series ac arc fault detection method based on hybrid time and frequency analysis and fully connected neural network,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.449745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0bc09aee-5eb1-4e9a-9e82-223480de5c44 · outbound

This paper cites Intever public database for arcing event detection: Feature analysis, benchmark test, and multi-scale cnn application,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Intever public database for arcing event detection: Feature analysis, benchmark test, and multi-scale cnn application,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.346877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93f7b967-5eec-489f-8ba6-a5b2d67f2482 · outbound

This paper cites An on-line detection method and device of series arc fault based on lightweight cnn,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis An on-line detection method and device of series arc fault based on lightweight cnn,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.220953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7381a180-4ca4-402c-89ea-c77e3d13f789 · outbound

This paper cites Arcnet: Series ac arc fault detection based on raw current and convolutional neural network,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Arcnet: Series ac arc fault detection based on raw current and convolutional neural network,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.120058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa1bd3df-cf3b-492a-9f0b-62021074d2d8 · outbound

This paper cites A simplified current feature extraction and deployment method for dc series arc fault detection,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis A simplified current feature extraction and deployment method for dc series arc fault detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.108716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37c90e32-e7fa-4e35-9b49-2f62f2b5ba5b · outbound

This paper cites Causal inference,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Causal inference,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.100711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 405bdaa3-b9fb-40b5-bdc5-a09a6ebb81ac · outbound

This paper cites Explainable artificial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Explainable artificial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:41:25.655277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bed1278-a927-4cb6-9775-0e74e733c72b · outbound

This paper cites Harnessing explainable artificial intelligence for feature selection in time series energy forecasting: A comparative analysis of grad-cam and shap,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Harnessing explainable artificial intelligence for feature selection in time series energy forecasting: A comparative analysis of grad-cam and shap,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.087893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb3007b3-3322-4184-8da7-5ef3c8d37caf · outbound

This paper cites Interpretable machine learning for building energy management: A state-of-the-art review,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Interpretable machine learning for building energy management: A state-of-the-art review,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:29.075437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ec380e9-321d-4608-b3dd-a0b8e9418421 · outbound

This paper cites Toward transparent load disaggregation—a framework for quantitative evaluation of explainabil- ity using explainable ai,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Toward transparent load disaggregation—a framework for quantitative evaluation of explainabil- ity using explainable ai,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:28.884885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d6ec3a6-ff19-4cff-967d-d7f42564be8b · outbound

This paper cites Aiming to complex power quality disturbances: A novel decomposition and detection framework,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Aiming to complex power quality disturbances: A novel decomposition and detection framework,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:28.688369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a997518-1c66-4356-bc2c-11b89222fa1c · outbound

This paper cites A unified approach to interpreting model predictions,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis A unified approach to interpreting model predictions,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:41:25.993898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c9b2ef-c3e8-4599-865e-f91b030ac333 · outbound

This paper cites Algorithms to es- timate shapley value feature attributions,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Algorithms to es- timate shapley value feature attributions,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:28.480824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a53a5578-f0e4-49f9-bf99-da1ba051b138 · outbound

This paper cites Visualizing and understanding convo- lutional networks,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Visualizing and understanding convo- lutional networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:28.286290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d653cd4-117b-45de-8952-772d8243909b · outbound

This paper cites The many shapley values for model explanation,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis The many shapley values for model explanation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:28.137215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 997a47dd-c4f6-4539-988e-1b2d3edbd6ee · outbound

This paper cites Occlusion sensitivity analysis with augmentation subspace perturbation in deep feature space,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Occlusion sensitivity analysis with augmentation subspace perturbation in deep feature space,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.927870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 301a9bc5-e62b-4d4e-89c4-f84d2ca83b2f · outbound

This paper cites Series ac arc fault detection method based on l2/l1 norm and classification algorithm,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series ac arc fault detection method based on l2/l1 norm and classification algorithm,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.778650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34013339-f17d-4ad0-96e0-edf4f5bed2e7 · outbound

This paper cites Lightgbm: A highly efficient gradient boosting decision tree,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Lightgbm: A highly efficient gradient boosting decision tree,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.548516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9406e8ed-eb3f-4489-87dd-834a81c7f9ea · outbound

This paper cites Xgboost: A scalable tree boosting system,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Xgboost: A scalable tree boosting system,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:41:26.627534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b5552a5-deea-47d6-8003-85cf350f7cb0 · outbound

This paper cites Series arc fault identification based on a novel newton-optimized sparse kernel support vector machine,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Series arc fault identification based on a novel newton-optimized sparse kernel support vector machine,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.381329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15c1e760-14fd-441a-b89a-c9514ae1d3ce · outbound

This paper cites Research on the identification method of series arc fault based on the feature sensitivity analysis and the tva coefficient optimized random forest,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis Research on the identification method of series arc fault based on the feature sensitivity analysis and the tva coefficient optimized random forest,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.288293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 856285cc-70b6-48b3-845c-fcfa39c53f35 · outbound

This paper cites A novel series arc fault detection method based on ceemdan and ifaw-1dcnn,.

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis A novel series arc fault detection method based on ceemdan and ifaw-1dcnn,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:41:27.139041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.