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Paper Citation Record · LEDGER

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction

As of 15 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2412.17317.

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

pith.paper-citation-record.v1
2412.17317 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:41:55.078785Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

55 of 55 outbound references displayed

  • verified exact7
  • verified fuzzy31
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 281c79bc-19a9-4347-acc5-2487191cb872 · outbound

This paper cites Predicting the Location and Number of Faults in Large Software Systems.IEEE Transactions on Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Predicting the Location and Number of Faults in Large Software Systems.IEEE Transactions on Software Engineering

Reference 1

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doi, observed 2026-08-11T05:41:55.178256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.890838Z digest=sha256:4636e153392cefb01f3a7412fc6825d3fe6938d36613a86d777c5299c845f311

Observation 4efb1002-452c-4f59-b87b-fda7ddab744d · outbound

This paper cites Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T05:41:54.895267Z digest=sha256:dccdc00e15476f6f77a44fd16217e5433d6405629bfbf4b1a468d4d28d2f4bb6

Observation 9e4cc584-270c-4b62-ac41-620e8aefcc5f · outbound

This paper cites A Systematic Literature Review on Fault Prediction Performance in Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction A Systematic Literature Review on Fault Prediction Performance in Software Engineering

Reference 3

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source=pdf_text observed=2026-08-11T05:41:54.899179Z digest=sha256:9817410e08a1df0075362c108fd8ef4f38e59ec452e4b5e132405d95a8c507b7

Observation d52b61aa-b146-42c9-b09d-a3b4cbd34575 · outbound

This paper cites Data Mining Static Code Attributes to Learn Defect Predictors.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Data Mining Static Code Attributes to Learn Defect Predictors

Reference 4

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raw_fallback, observed 2026-08-11T05:41:56.176234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.903292Z digest=sha256:a6064508a483bd5fcc87c2bd5eade5f3e3cd9da2e339eaa5131ec0f4cec3620b

Observation ff4225b2-df19-41fe-ae3e-52c7a3021ed7 · outbound

This paper cites Within-Project Defect Prediction of Infrastructure-as-Code Using Product and Process Metrics.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Within-Project Defect Prediction of Infrastructure-as-Code Using Product and Process Metrics

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T05:41:54.906905Z digest=sha256:da0e54460a96c0e84cf361d53a4aff11b26ce0533190f8407c61f8d07dd84219

Observation c3ac8258-74cb-40ef-8aa2-566b485d95cc · outbound

This paper cites An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems

Reference 6

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raw_fallback, observed 2026-08-11T05:41:56.036302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.910436Z digest=sha256:65b8a3b29b494e6760f9e635b15d331c58920365cad54c2efaa8cd45d98e2f2f

Observation 9e74fe67-8108-40a5-b23c-bc9339d23127 · outbound

This paper cites An investigation on the feasibility of cross-project defect prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction An investigation on the feasibility of cross-project defect prediction

Reference 7

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verified exact
doi, observed 2026-08-11T05:41:55.153707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.914134Z digest=sha256:1a63e92c61d1fdabf3927e7628e82d515d475a03491166c44b32aa3cc5b7963b

Observation e9a6c823-58e0-4091-9fd4-3404880adf13 · outbound

This paper cites On the relative value of cross-company and within-company data for defect prediction.Empirical Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction On the relative value of cross-company and within-company data for defect prediction.Empirical Software Engineering

Reference 8

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verified exact
doi, observed 2026-08-11T05:41:55.143110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.917453Z digest=sha256:f15b82b4673307d439c6185ef4dc783723de2edb8daf88fcb358b5695708c416

Observation 3d63677a-7071-4688-90b4-34a56bf58000 · outbound

This paper cites Cross versus Within-Company Cost Estimation Studies: A Systematic Review.IEEE Transactions on Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Cross versus Within-Company Cost Estimation Studies: A Systematic Review.IEEE Transactions on Software Engineering

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.920907Z digest=sha256:a9e80f6e6f41666a2111dd79b9244676aa550928d905538d93ee6576be6f85eb

Observation d7ef99a6-3a50-4454-a271-a8daa68b1af8 · outbound

This paper cites Multi-objective Cross-Project Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Multi-objective Cross-Project Defect Prediction

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.927597Z digest=sha256:67d0a50a3716933b1d9023a7790f8df58b110fc3f0b453a5d6c86434d74a5cac

Observation 5930ea66-adf9-45ed-9984-804dc9d58cee · outbound

This paper cites A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:54.931203Z digest=sha256:014603731444e4915e74fbe0c9fad2b40ffef43b68b903ce02033577683b8a99

Observation 0bfaa089-e1bc-4b27-8fde-3e8d38e178ac · outbound

This paper cites Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models

Reference 13

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doi, observed 2026-08-11T05:41:55.132633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.934686Z digest=sha256:915494031bb60b36c0fec60566f78657b2023b61274c4f1d7115af51df3a2b35

Observation 2b0e27b2-9951-4728-ad8f-8c41b783ee8e · outbound

This paper cites On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction

Reference 14

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no resolver link, observed 2026-08-11T05:41:54.937964Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:54.937964Z digest=sha256:4e650057adb5e192f24e2f33e361f66c0eee799eefe2cb2927bfc854e21a322d

Observation e86a953c-60ab-4d54-b829-7503a516c284 · outbound

This paper cites LACE2: Better Privacy-Preserving Data Sharing for Cross Project Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction LACE2: Better Privacy-Preserving Data Sharing for Cross Project Defect Prediction

Reference 15

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raw_fallback, observed 2026-08-11T05:41:56.477181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.941232Z digest=sha256:8ead617857fddacccb79640df5bcbf8757677de48d0bf6ead579d3083439b7d6

Observation 45562333-c2d8-4f06-b221-d9efe5f97c10 · outbound

This paper cites Towards Privacy Preserving Cross Project Defect Prediction with Federated Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Towards Privacy Preserving Cross Project Defect Prediction with Federated Learning

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.944524Z digest=sha256:ba1d5697345e88fc92e19449f8a579becc8cceb593ee33569acb5e5bff4c2388

Observation 2d9a8f43-a6d6-4eaa-801e-00cbb9599be1 · outbound

This paper cites Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect Prediction.IEEE Transactions on Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect Prediction.IEEE Transactions on Software Engineering

Reference 17

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no resolver link, observed 2026-08-11T05:41:54.947693Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T05:41:54.947693Z digest=sha256:be6b0fedc33a68ebd962bc80eceaefb1cb189efa2ab571f514fe030e6b5a890d

Observation 5747ac3a-4ec3-4822-8f5a-5f1c2cf7d849 · outbound

This paper cites Exploring the under-explored terrain of non-open source data for software engineering through the lens of federated learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Exploring the under-explored terrain of non-open source data for software engineering through the lens of federated learning

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.951058Z digest=sha256:2536fc4d933cf59a29f451071ee5a6026be89fc3526fc6d7786fa666e3e2dbde

Observation 90728630-0fe0-48a8-8190-b479b083b607 · outbound

This paper cites SCAFFOLD: Stochastic Controlled Averaging for Federated Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.954279Z digest=sha256:84c4c3c3516908f34d5cbfe5f559ac4f87a5a43f94acc95a56bad89e473594b4

Observation ba01e23b-88c0-4192-beb9-5bcafc92206b · outbound

This paper cites On the Convergence of FedAvg on Non-IID Data.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction On the Convergence of FedAvg on Non-IID Data

Reference 20

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raw_fallback, observed 2026-08-11T05:41:56.438322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.957634Z digest=sha256:38c04c4267e7e32768f86d8fa37dd31c1665a8c831716133759ff7f94e93b694

Observation a4b298b9-1f72-4fc1-8a8c-4d6071173531 · outbound

This paper cites Learning from Open-Source Projects: An Empirical Study on Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Learning from Open-Source Projects: An Empirical Study on Defect Prediction

Reference 21

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raw_fallback, observed 2026-08-11T05:41:56.429139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.960873Z digest=sha256:f159e897ececdfd5f3f7056264fb1278baa17122b511465ecf9685d9af7762ff

Observation 1a24bf39-68ef-4823-bc5e-7a7db278842e · outbound

This paper cites Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction.IEEE Transactions on Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction.IEEE Transactions on Software Engineering

Reference 22

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raw_fallback, observed 2026-08-11T05:41:55.621433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.964049Z digest=sha256:b74598aa0d7a02745c611237438ef5d6c7d7704e5e94baf4ac5c008afc6cb3ad

Observation a0cd4bbd-cd52-4589-82f3-224e29539acd · outbound

This paper cites Cross-project defect prediction using a connectivity-based unsupervised classifier.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Cross-project defect prediction using a connectivity-based unsupervised classifier

Reference 23

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raw_fallback, observed 2026-08-11T05:41:56.419481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.967273Z digest=sha256:8550f62387254f2e588fc3bedaf2d902e3ac76ed143c7fae80ddfb272b743cd2

Observation 6f0bf245-bf76-47fd-91ef-c298ddff8c80 · outbound

This paper cites Cross-project software defect prediction based on domain adaptation learning and optimization.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Cross-project software defect prediction based on domain adaptation learning and optimization

Reference 24

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no resolver link, observed 2026-08-11T05:41:54.970462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:54.970462Z digest=sha256:b6c3015cc43b82c367a6e796817e5533b20ca1687788ae995cb6dbaa5300de9b

Observation ce34b5d8-ef17-484e-90ca-70d59933379d · outbound

This paper cites MASTER: Multi-Source Transfer Weighted Ensemble Learning for Multiple Sources Cross-Project Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction MASTER: Multi-Source Transfer Weighted Ensemble Learning for Multiple Sources Cross-Project Defect Prediction

Reference 25

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raw_fallback, observed 2026-08-11T05:41:55.489533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.973838Z digest=sha256:0f1697fb47cb3c703912398b60a052d5002271b44ced8a7eec800d1609aeedc9

Observation 4ebe889f-f9e4-4bd9-829b-62035367bdbf · outbound

This paper cites Transfer defect learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Transfer defect learning

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.977099Z digest=sha256:d8690ee9234fccbcddf22cff95b9ed20e38f2b18fb0f1a52d3e20dca0b017f0a

Observation c56ca059-60ae-4ed5-adf8-2be45a836b16 · outbound

This paper cites Transfer learning for cross-company software defect prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Transfer learning for cross-company software defect prediction

Reference 27

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verified exact
doi, observed 2026-08-11T05:41:55.121381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.980383Z digest=sha256:5bbc1a7da860bb82403208ad7ba22084376a466498bd6c0a326e6b44be0fc973

Observation c349148b-ccd0-44f4-be5d-98875e12a87b · outbound

This paper cites HYDRA: Massively Compositional Model for Cross-Project Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction HYDRA: Massively Compositional Model for Cross-Project Defect Prediction

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T05:41:55.898393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.984125Z digest=sha256:af70275d5baf10b58294f9f7167c4e7c3268e37f6b65662ef92d7fbcf42dd1f9

Observation ffd3b27a-7826-43d3-bdcc-3d32a4d31fa1 · outbound

This paper cites FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.399976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.987474Z digest=sha256:f731127a7f188ef9fd0c3ed537219bb432d3c7e68313ee5a645dfca9f72f1999

Observation 8b8025fe-6ec0-4d0d-81bd-04573f1dfa40 · outbound

This paper cites Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey.IEEE Communications Surveys & Tutotials.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey.IEEE Communications Surveys & Tutotials

Reference 30

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raw_fallback, observed 2026-08-11T05:41:56.390085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.991009Z digest=sha256:7dad750f030f428696b89f0c36f5c2555be41531c2d2b94ae63727f3159bc949

Observation 7dffa807-658d-4849-b326-3a9c09eacd96 · outbound

This paper cites From federated learning to federated neural architecture search: a survey.Complex & Intelligent Systems.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction From federated learning to federated neural architecture search: a survey.Complex & Intelligent Systems

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.380492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.994367Z digest=sha256:0126348fa0fa920c19cd25aab30135e6b7f886ca408582bfb7e937b3e1a6e156

Observation b257f2df-ba1c-4707-8aa2-1a21c374bb2a · outbound

This paper cites Federated machine learning: Concept and applications.ACM Transactions on Intelligent Systems and Technology.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Federated machine learning: Concept and applications.ACM Transactions on Intelligent Systems and Technology

Reference 32

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raw_fallback, observed 2026-08-11T05:41:56.370375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:54.997715Z digest=sha256:194cacb24ffbb7969688303afbedcf43052f2022dc6d5612d2598ce139ebb627

Observation fd98218d-be79-4479-96ac-ae3020e9684b · outbound

This paper cites Towards Efficient Replay in Federated Incremental Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Towards Efficient Replay in Federated Incremental Learning

Reference 33

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raw_fallback, observed 2026-08-11T05:41:56.360596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.001123Z digest=sha256:e070e1095cdea2065277b3190a168e010b4a092570ddd1d01440665f4e053734

Observation 0c82ca45-d66c-4f7e-ad05-f958f1b165ef · outbound

This paper cites SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning.IEEE Transactions on Parallel and Distributed Systems.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning.IEEE Transactions on Parallel and Distributed Systems

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:55.004491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:55.004491Z digest=sha256:e8272179d001af3da47b5ab717db2c1846c8167e5cca2b17362d1faad8401897

Observation 7c515fd8-7954-47b7-98ea-16d3a534dd06 · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 35

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raw_fallback, observed 2026-08-11T05:41:56.351236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.007835Z digest=sha256:63f0b0d4019c4402f67362ee0c207b2008ed001cef2211659c4e65dd05b48fce

Observation 545b6dea-e88d-43f3-ac26-edad4c4e9304 · outbound

This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 36

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unresolved
no resolver link, observed 2026-08-11T05:41:55.011873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:55.011873Z digest=sha256:fc4da0ebf280e2af2f57b3a5d04add126a1f191df246ce2eb4e184e34e71681b

Observation c66eefe5-295f-4e1c-8fb2-0eaa5df07631 · outbound

This paper cites Client-Edge-Cloud Hierarchical Federated Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Client-Edge-Cloud Hierarchical Federated Learning

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.341302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.015581Z digest=sha256:3166cb02864685e65c2d2c2dc5c3aaff64a0e4f2efc7b9a2a862c579dfb16237

Observation f48c8c16-2c96-46e7-a1db-651c5cdaba56 · outbound

This paper cites Rehearsal-Free Continual Federated Learning with Synergistic Regularization.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Rehearsal-Free Continual Federated Learning with Synergistic Regularization

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.331556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.018860Z digest=sha256:0857d99d63727ee6a57b898a5b79e96a07faf91a86d3dffc9109b6e4a3b7db88

Observation d3a832d9-719d-43db-aca0-13e28a9ba1b0 · outbound

This paper cites Federated Optimization in Heterogeneous Networks.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Federated Optimization in Heterogeneous Networks

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.321534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.022259Z digest=sha256:e109ee95da9e29d5ad7903f34f54be185a581b87bbe2bbf56f46c49971a363e0

Observation ad6e3162-88f3-424a-afae-4c5734ef6761 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Distilling the Knowledge in a Neural Network

Reference 40

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no resolver link, observed 2026-08-11T05:41:55.025487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:55.025487Z digest=sha256:d9c9b0b0402dd6f38874e3b8ab61bfbb2cd4306e71457d57df5b96d687a646ce

Observation ac0a43cf-6558-4e49-9808-29a2c6fcc161 · outbound

This paper cites Learning from Noisy Labels with Distillation.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Learning from Noisy Labels with Distillation

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.311895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.029084Z digest=sha256:88b531808a4bac8ffc612df7e414adc0eadaa25e35cb20673c2d258c86cb0ff0

Observation 81be55ae-03a4-44bd-96ca-115d9fc0ee1e · outbound

This paper cites Distillation-Based Training for Multi-Exit Architectures.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Distillation-Based Training for Multi-Exit Architectures

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.302016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.032230Z digest=sha256:d003c7d2a8f56afdeac72a985226355b7f61f9f7855e51f0b2f96b5abc048009

Observation c0d646f9-3d51-4322-b513-c2bbb56a5db1 · outbound

This paper cites Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.291696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.035496Z digest=sha256:b4e869f9a7977bb2d5794732687729f134eb2d61eeb57e96343af01d5009c97c

Observation 4c254043-e67e-468f-aa03-93472eae0187 · outbound

This paper cites Online Knowledge Distillation via Collaborative Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Online Knowledge Distillation via Collaborative Learning

Reference 44

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verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.281899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.039013Z digest=sha256:f489291a6728f0f1e2ee54371412c6a1a28d6add30cef57eb82c111045cea4dd

Observation dd27ec2a-f558-44f5-85b9-822f4c71c6fa · outbound

This paper cites Peer Collaborative Learning for Online Knowledge Distillation.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Peer Collaborative Learning for Online Knowledge Distillation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.272237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.042468Z digest=sha256:3caf2b324dc1d82cf18e3538bf686ec09513dea1c5939f43e370069e014926f4

Observation 509cbb44-98c1-49b0-800a-8a0f0b9156d3 · outbound

This paper cites Ensemble distillation for robust model fusion in federated learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Ensemble distillation for robust model fusion in federated learning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.262352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.045671Z digest=sha256:b20e20a5711c5113ee61c23449529258c43c1ceb4344360618e18951914b6ff5

Observation 67052868-302a-45da-bd45-e7972648d793 · outbound

This paper cites Data-Free Knowledge Distillation for Heterogeneous Federated Learning.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Data-Free Knowledge Distillation for Heterogeneous Federated Learning

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.252555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.049002Z digest=sha256:8ed8ef776dfe39aec562ecd6011c6071e0b5800a466deaf9aa7a6fe31f02a2a9

Observation 897d62cf-6267-438c-9972-019278d73512 · outbound

This paper cites DaFKD: Domain-aware Federated Knowledge Distillation.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction DaFKD: Domain-aware Federated Knowledge Distillation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.242543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.052456Z digest=sha256:e8379107c2a2e94c1ebcbc8a7708d74338a5e8eb1fde0c198727103b178ccc35

Observation 49e02286-9948-444b-b3c7-fa6fdc6aa454 · outbound

This paper cites Self-Training With Noisy Student Improves ImageNet Classification.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Self-Training With Noisy Student Improves ImageNet Classification

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.231370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.055775Z digest=sha256:da4d641243cd21926fd799a52cd58f5ed5971478ad1be693c0249c5f48bcd93c

Observation 4b2796e1-eb3b-408a-bcaf-962ba57216e3 · outbound

This paper cites On Information and Sufficiency.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction On Information and Sufficiency

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.220380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.058958Z digest=sha256:8436724b920fb037f604405334764322b51ad782610801ea39446feb4d8848b9

Observation c82394f4-642a-468f-b3aa-ffe086477b14 · outbound

This paper cites Deep Semantic Feature Learning for Software Defect Prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Deep Semantic Feature Learning for Software Defect Prediction

Reference 51

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metadata mismatch
raw_fallback, observed 2026-08-11T05:41:55.325154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.062184Z digest=sha256:48d36a3f6b070592da040b393d360d6111133bf181fc64379db24a9707da41f8

Observation c3d763b4-5e1b-4def-bee9-76f47715d77f · outbound

This paper cites Software defect prediction using Bayesian networks.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Software defect prediction using Bayesian networks

Reference 52

Resolution
verified exact
doi, observed 2026-08-11T05:41:55.110327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.065663Z digest=sha256:2897a1056fdb573f6f501d8122fc591d1484da71ba845b1f0f725f7e57b568b0

Observation 147a8115-b83d-4b25-b081-fba285c8c270 · outbound

This paper cites Automatically learning semantic features for defect prediction.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Automatically learning semantic features for defect prediction

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.209979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.068859Z digest=sha256:ab563ab839a31ea2accd2697058a1625fa1029787774f8dd5f78f02a0318b4b5

Observation 5473b657-f63f-4856-9c55-45d4175c7993 · outbound

This paper cites Towards building a universal defect prediction model with rank transformed predictors.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Towards building a universal defect prediction model with rank transformed predictors

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.198886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.072206Z digest=sha256:9769e625a42085fc08d36540d6277319d9928f2a93c6cbd5da4f2bf0d7790376

Observation 397f88ee-2d3d-4069-8b8c-e8c6d6688825 · outbound

This paper cites Data transformation in cross-project defect prediction.Empirical Software Engineering.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Data transformation in cross-project defect prediction.Empirical Software Engineering

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:56.188401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:55.075584Z digest=sha256:aa5f4f22114dc67b16cbc8667c5bc1554d88254272f2a54da6fb40abb41c7801

Observation b6cf8eee-2eae-414b-a342-da7b647014d1 · outbound

This paper cites Just-in-time defect prediction based on AST change embedding.

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Just-in-time defect prediction based on AST change embedding

Reference 56

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unresolved
no resolver link, observed 2026-08-11T05:41:55.078785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:55.078785Z digest=sha256:5be7df17330a2e5943998b589a2fe04bb25a0a3b83d149ec09816c323da6cfc7

Pith citing papers

No inbound Pith citation observations are available.