Pith. sign in

Paper Citation Record · LEDGER

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

As of 13 August 2026, this Paper Citation Record lists 100 of 121 outbound references and 0 inbound Pith citation observations for arXiv:2412.00146.

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

pith.paper-citation-record.v1
2412.00146 v1

Coverage vector

measured 100 of 121 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:16:17.364060Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

100 of 121 outbound references displayed

  • verified exact1
  • verified fuzzy56
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 273b228d-269d-4635-9b6d-66cb51e3c487 · outbound

This paper cites Anomaly Detection: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Anomaly Detection: A Survey

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.885782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.885782Z digest=sha256:7721e4a40cb4417824c4bef398bc8dc0fa61bacdd32485c695370d529494bb2c

Observation e2107950-cf8e-4ef8-a353-cd5ee169d151 · outbound

This paper cites Deep Learning for Anomaly Detection: A Review.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Deep Learning for Anomaly Detection: A Review

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.891379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.891379Z digest=sha256:5cada443c1f7396c723b599df65db619d318f012d679ccb58642ba22189be87f

Observation dd4cc4c5-c7c4-4919-9d06-42f711b40ada · outbound

This paper cites Artificial Intelligence in Medical Diagnosis.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Artificial Intelligence in Medical Diagnosis

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.896618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.896618Z digest=sha256:1b450528426f975fa16a76292522fd1a0ae3c9e8726a83017b71fbf775700098

Observation 51b4e717-7cfd-4c7f-aee8-e1902512232e · outbound

This paper cites Systematic Introduction to Expert Systems.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Systematic Introduction to Expert Systems

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.901969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.901969Z digest=sha256:5a0163623019f1f0a3a86cd380de9822145de03cf53079d03393ca3dd9867a98

Observation 2796bdb0-1e6f-4b7e-8b26-dd7383ecc13b · outbound

This paper cites Bridging Control and Artificial Intelligence Theories for Diagnosis: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Bridging Control and Artificial Intelligence Theories for Diagnosis: A Survey

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.906983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.906983Z digest=sha256:1c3bca6be0dee08794c6e585f7db5dc416e8852d2d750870e35c886d1aba5103

Observation 6a46cb17-abf0-4bac-b253-365cddeeb550 · outbound

This paper cites Artificial Intelligence for Fault Diagnosis of Rotating Machinery: A Review.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Artificial Intelligence for Fault Diagnosis of Rotating Machinery: A Review

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.912004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.912004Z digest=sha256:616a5fe30740b02897cf65cd7cc9d438caf758f42efade9ea9b6e2d3dcb72438

Observation 1d923797-4f81-444a-9031-c263c69bc119 · outbound

This paper cites Machine Learning Approaches for Diagnostics and Prognostics of Industrial Systems Using Industrial Open Source Data: A Review.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Machine Learning Approaches for Diagnostics and Prognostics of Industrial Systems Using Industrial Open Source Data: A Review

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.918216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.918216Z digest=sha256:df813b0e3163f3681c165f1269695c8d6d7bc53a9db17df8847031bbf002c703

Observation 62a0998b-9798-4839-ba95-c171546e16f9 · outbound

This paper cites Expert Systems for Diagnosis and Maintenance: The State-of-the-Art.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Expert Systems for Diagnosis and Maintenance: The State-of-the-Art

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.923139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.923139Z digest=sha256:bf9b1c2ca652b57ccaa29db8d440ec8e497c9465c830ca61f04087b1d5c3dabe

Observation 0ce3e1d4-4667-4882-a61b-fc54095c02af · outbound

This paper cites Residual Life of Technical Systems; Diagnosis, Prediction and Life Extension.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Residual Life of Technical Systems; Diagnosis, Prediction and Life Extension

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.927797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.927797Z digest=sha256:ff320534754a9b24eeae874f303c302660e6d1d164ea9f5edd6d7a1918ce1177

Observation 713a3448-59a4-4cb0-bd90-460712e2b168 · outbound

This paper cites Applications of Machine Learning to Machine Fault Diagnosis: A Review and Roadmap.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Applications of Machine Learning to Machine Fault Diagnosis: A Review and Roadmap

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.932385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.932385Z digest=sha256:c8a4e4fea2dbf5c5c2a48efb413931f76ff1e7bc29e0129f0303f9e2c2912fe1

Observation 608ca5c5-41c9-4738-b57d-acca9b6a6dbb · outbound

This paper cites A Technical Framework and Roadmap of Embedded Diagnostics and Prognos- tics for Complex Mechanical Systems in Prognostics and Health Management Systems.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Technical Framework and Roadmap of Embedded Diagnostics and Prognos- tics for Complex Mechanical Systems in Prognostics and Health Management Systems

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.937101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.937101Z digest=sha256:88e3faed1933b847c2e4ffbc2932386b6a58338bf0f3fe2375ccbdbf2820fa3a

Observation 9c3a5d60-0c0e-4afe-aa3c-7f83bfb9fe31 · outbound

This paper cites Fault Diagnosis of Plant Systems using Immune Networks.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Fault Diagnosis of Plant Systems using Immune Networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.942072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.942072Z digest=sha256:285935d039f29e752b22670945de255f591287addc44eecc1b54677be5d1543b

Observation 3e5f1258-f00b-430d-ae50-f37442b30549 · outbound

This paper cites Interval-Based Diagnosis of Biological Systems – a Powerful Tool for Highly Uncer- tain Anaerobic Digestion Processes.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Interval-Based Diagnosis of Biological Systems – a Powerful Tool for Highly Uncer- tain Anaerobic Digestion Processes

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.947454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.947454Z digest=sha256:97567b948bfcc65df3fcdd51b99ef4bb33be16b5382924bf09a3767d34e74b53

Observation e5a7736f-b714-40ab-b6a9-fa6095a32995 · outbound

This paper cites Fault Diagnosis of Biological Systems Using Improved Machine Learning Technique.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Fault Diagnosis of Biological Systems Using Improved Machine Learning Technique

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.951648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.951648Z digest=sha256:5bd3712fdc56f92eea8d8c50c62af70ffaf59f5c40545ba323086c8ff55f0565

Observation df4544e1-f0ed-4da0-ae11-33ae7bca9639 · outbound

This paper cites Internet-Based Decision-Support Server for Acute Abdominal Pain.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Internet-Based Decision-Support Server for Acute Abdominal Pain

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.956156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.956156Z digest=sha256:3fdbb9117f53ee31249751e9eab0be7e9a2abf7a1842b2aa2ea72c48b735f1b7

Observation 160a8153-ee60-46dd-8226-d1b6ef1bbe35 · outbound

This paper cites HepatoConsult: A Knowledge-Based Second Opinion and Documentation System.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis HepatoConsult: A Knowledge-Based Second Opinion and Documentation System

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.960290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.960290Z digest=sha256:ff8e3a1b4ef0d4c0bdba1523761729f821f8122cda68091c443b9133495e846c

Observation 2a7243a9-2684-4b96-83db-2278813eba33 · outbound

This paper cites Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult).

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.964702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.964702Z digest=sha256:4f12ce906c52aa4bca92d5d361f4f2ed8ef7e4c204c1b9d7ed281c163f05762e

Observation 822d07b0-03f1-4bf1-b592-56426c359d94 · outbound

This paper cites Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.969319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.969319Z digest=sha256:f334e0a839b75268bd249a476552d43b2d112454a3050862715e1426f149513b

Observation 2558f79d-e770-4b02-919f-e1c8a8b57f56 · outbound

This paper cites Declarative Aspects in Explicative Data Mining for Computational Sensemaking.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Declarative Aspects in Explicative Data Mining for Computational Sensemaking

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.973859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.973859Z digest=sha256:276b56054ca29228b243c9c7e32acc7522c174343aed9c7e3cd80cf329484cb2

Observation 6d91c860-0b96-49b5-a5a4-d3d245056cd5 · outbound

This paper cites On Explanation.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis On Explanation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.978718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.978718Z digest=sha256:bc114efb312bab9e62368873cb4719d12f5e4aad93a5d50f2317546be7af61c3

Observation a4b3547f-7f57-4609-9805-b409c68031d3 · outbound

This paper cites The Mining and Analysis Continuum of Explaining Uncovered.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis The Mining and Analysis Continuum of Explaining Uncovered

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.983531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.983531Z digest=sha256:05d599265215488621b93f0fdccafb36b7b8f9e3e487c33c4defd0bfc31dca3d

Observation 59c9d2ef-ebae-44f0-b43d-fd0402699b9b · outbound

This paper cites Explanation: A First Pass.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Explanation: A First Pass

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.988790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.988790Z digest=sha256:f68dc0d5b63f1ceec5d4a0d0733fa4131378c60a48ce00ca224a849cdc433ef9

Observation 8abc5b21-5e90-4def-a48d-771bdb449722 · outbound

This paper cites Explanation and Justification in Machine Learning: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Explanation and Justification in Machine Learning: A Survey

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.993940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.993940Z digest=sha256:64eb2f444b743b16d445ed54e8e4ccd5dacad19c650f3f6eab5ded53d0e4608a

Observation 8ec37f47-f961-4c41-b06e-86f66c4d463c · outbound

This paper cites Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:16.998783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:16.998783Z digest=sha256:94cfc8e7c2b25dc3c722382ecf311b881eeb50a9c6f9cb9d967f234bb76afddc

Observation cbe320ff-70ee-4da0-9373-5bce89c8de41 · outbound

This paper cites Taxonomy and Survey of Interpretable Machine Learning Method.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Taxonomy and Survey of Interpretable Machine Learning Method

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.003581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.003581Z digest=sha256:f6d4d4af153bb49e3f565935d7a708894cbfb1a86ed9e4fb4b5f0cdb90e609e9

Observation 5e519e16-679f-49e5-a80f-2619eb8cec38 · outbound

This paper cites Interpretable Machine Learning: A Brief Survey From the Pre- dictive Maintenance Perspective.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Interpretable Machine Learning: A Brief Survey From the Pre- dictive Maintenance Perspective

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.008822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.008822Z digest=sha256:11ca7e13ecac9ecbeaf3690f67e07cc75d4dfa494e9e407df3ecc4915e030672

Observation 3731e5dd-0d1f-4249-adff-bc759e029ded · outbound

This paper cites Interpretable Machine Learning: Funda- mental Principles and 10 Grand Challenges.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Interpretable Machine Learning: Funda- mental Principles and 10 Grand Challenges

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.014313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.014313Z digest=sha256:9f3ad23a446e195ac86de40386e4cf789a70dc954be637d6736cfda08da146b3

Observation f300e91b-aa1e-4eed-8fdd-7ddee2de4538 · outbound

This paper cites XAI - Explainable Artificial Intelligence.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis XAI - Explainable Artificial Intelligence

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.019283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.019283Z digest=sha256:c3aa8ec61ac2760f2744362e5a64e591fcdb12285c7ee7318a96614fc1bfabcc

Observation fbb0631c-c2eb-4b70-b8a5-4ad889d9e3f4 · outbound

This paper cites Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges Toward Responsi- ble AI.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges Toward Responsi- ble AI

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.024503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.024503Z digest=sha256:740eb7fb800cac9a4b7587e2c5c2cfea0ad1ed0d8b2eaa6583bee3a196a68090

Observation 4865eb9d-41af-4493-abd1-0be53c48e415 · outbound

This paper cites A Survey on the Explainability of Supervised Machine Learning.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Survey on the Explainability of Supervised Machine Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.029628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.029628Z digest=sha256:96edba9f4273406794b473a64d29ec5743b8d4c2efcd1ce7998398220d59e5c3

Observation 86c893a7-e020-4877-aca7-38d92b0565ae · outbound

This paper cites Subgroup Discovery.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Subgroup Discovery

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.034265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.034265Z digest=sha256:d5f49a132d06f5b609152515c6a6517b6733ef57cb87da8e04edf5ac4eb9a76b

Observation 15349849-665f-423f-86f7-e66f46daa1b5 · outbound

This paper cites On Cognitive Preferences and the Plausibility of Rule-Based Models.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis On Cognitive Preferences and the Plausibility of Rule-Based Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.039919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.039919Z digest=sha256:9a0dddf1c626b70d0d9c8ef022bb4d49092106ed2cf29b3c2e276c43c7b23aca

Observation 978bab96-669e-42ab-b55d-9b8423865841 · outbound

This paper cites A Brief Overview of Rule Learning.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Brief Overview of Rule Learning

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.044947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.044947Z digest=sha256:c2fb111b1b09a92b9fb9ba2b186916524999db82fa14c70293d03d2099148d67

Observation d1cb810f-a1ae-4c46-b1e4-ae91f7212e21 · outbound

This paper cites Explainable Machine Learning for Scientific Insights and Discoveries.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Explainable Machine Learning for Scientific Insights and Discoveries

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.049515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.049515Z digest=sha256:f3e07fac550e0c28653dc313d875cfaba79f3b43f0b5a33cf201b5abeaf0fb81

Observation 834a37e7-d476-4741-a3e9-b541e36b0d28 · outbound

This paper cites Why Should I Trust You?: Explaining the Predictions of Any Clas- sifier.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Why Should I Trust You?: Explaining the Predictions of Any Clas- sifier

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.054108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.054108Z digest=sha256:e8baab2ccd383de664806310d53a0328d5d449befddb7b405b1b71a95410d1c8

Observation a4f69e8d-c046-4bcb-bcb8-78279d6f14ad · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Unified Approach to Interpreting Model Predictions

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.058799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.058799Z digest=sha256:9c4afbd5b3019fce06d8977d0f5bf34e7fe0efc5a06d08aa4afbada19f963b6d

Observation f932c3dc-ca33-414d-b322-157605ec6446 · outbound

This paper cites Anchors: High-Precision Model-Agnostic Explanations.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Anchors: High-Precision Model-Agnostic Explanations

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.063209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.063209Z digest=sha256:78d15d94abdca293787e5956fb862691a3ae61e6f88e468dd83e28372ffcfafb

Observation b1a63321-f96e-4f29-841e-c56e3455e682 · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.067493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.067493Z digest=sha256:f6048e34047005a710d376b65a7ef1f6a1499e25c46166a6bf75d839bd8b7f4e

Observation a5b8d770-fc9e-40e4-9db4-4706fe08e9ba · outbound

This paper cites Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.072519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.072519Z digest=sha256:85bf5766d9e007452b40a8a88bceb133a94020fd1855e647b0e8c2512cdd0d3b

Observation fc8aeffd-2143-4767-9177-56a1be72cc3c · outbound

This paper cites Methods for Explaining Top-N Recommendations Through Subgroup Discovery.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Methods for Explaining Top-N Recommendations Through Subgroup Discovery

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.077756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.077756Z digest=sha256:b214d99e337ed4b6a505480be386f477a8bd268554e293d8f80d3853bfd4d70b

Observation d9244d86-337d-4509-b7ff-f0262bd9f17e · outbound

This paper cites Explainable and Interpretable Machine Learning and Data Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Explainable and Interpretable Machine Learning and Data Mining

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.082259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.082259Z digest=sha256:d70bcd8b9e7ca6078946f02a8789e0777c9ac7d04df93b6cbf5222ffe0b5d83e

Observation 75540ddd-6b4c-44c1-a0ba-c7b66b85b75a · outbound

This paper cites Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Neural-Symbolic Learning and Reasoning: A Survey and Interpretation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T10:16:17.086822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:16:17.086822Z digest=sha256:df9a9580fad6fcb5494301b4be36ec08119487d8c0f54b5b49c5a8b2251f1bd4

Observation 55a5abed-613b-4e32-8644-12b9b171f530 · outbound

This paper cites Neuro-Symbolic Approaches in Artificial Intelligence.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Neuro-Symbolic Approaches in Artificial Intelligence

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.753080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.091307Z digest=sha256:f36fb4ce4b8f5ba92d6768a1ebf861895727b2049351975ee895073c85d34eb3

Observation d44653ff-7fed-4e41-a728-f21cd471535d · outbound

This paper cites Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.738681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.096150Z digest=sha256:1a2a74e589c1534429546354ec7b900e270032925e9b30fe8eefceafaca05ac5

Observation 57d096ea-8357-426f-bac1-750941880c3f · outbound

This paper cites Knowledge Graphs.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge Graphs

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.722458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.100783Z digest=sha256:928de168b6b8a1d5daa9ed7c22a356a50fdf365bdc011328c5743945433963b5

Observation 669244a2-b1ae-4385-a57d-b55c66e2f8ee · outbound

This paper cites A Survey on Knowledge Graphs: Representation, Acqui- sition, and Applications.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Survey on Knowledge Graphs: Representation, Acqui- sition, and Applications

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.706280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.105325Z digest=sha256:b7ef68d57e81a8920d73d0bccf1e2d0fe9ed1655791467ea901f76429a91a300

Observation 27736e4a-0de2-4c69-9b8a-9c887097837a · outbound

This paper cites Mixed-Initiative Feature Engineering Using Knowledge Graphs.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Mixed-Initiative Feature Engineering Using Knowledge Graphs

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.690966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.109783Z digest=sha256:a2174148e386f1c310e19865c900ca9a772118282389a1ffa63c63a680884d83

Observation 60dab6df-7ca7-4780-9c46-4251f85b137c · outbound

This paper cites Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context

Reference 48

Resolution
verified exact
doi, observed 2026-08-12T10:16:17.503833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.114314Z digest=sha256:77ddabe0e3ad23bdaa1c1c0847097146094ec27a30d870b00216b7fb11c9770b

Observation d3725a8d-a185-49e9-9c66-53e20b902743 · outbound

This paper cites Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.675616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.119947Z digest=sha256:5c2fab5ea1c73b6c5ef05907b11d04e7c64725fe7cd13cb9969fd7d9896ba0a6

Observation 51b111cd-887d-4bcc-bc36-a15c15ece8c5 · outbound

This paper cites Conservative and Creative Strategies for the Refine- ment of Scoring Rules.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Conservative and Creative Strategies for the Refine- ment of Scoring Rules

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.660427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.124468Z digest=sha256:2d1208b0c44dc5eb531ddecdb001f5065e200b2e7f4723f1fc159bc1a8e765e6

Observation d4b8198d-72ba-49f5-9c70-edd39245f329 · outbound

This paper cites Introspective Subgroup Analysis for Interactive Knowl- edge Refinement.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Introspective Subgroup Analysis for Interactive Knowl- edge Refinement

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.644687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.128944Z digest=sha256:41c06dd7a014b976ee5a6bba9fd47851584f96e3dd707bace8e5b10fc8f304d0

Observation d80836cb-9658-4bdc-9d92-e0525804ee29 · outbound

This paper cites A Neuro-Symbolic Approach for Anomaly Detection and Com- plex Fault Diagnosis Exemplified in the Automotive Domain.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Neuro-Symbolic Approach for Anomaly Detection and Com- plex Fault Diagnosis Exemplified in the Automotive Domain

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.628800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.133825Z digest=sha256:d2c8d0a2786996d3dd0f377f76842492c49b835f8064c5dd14b405280e607772

Observation 0ec4c578-a76a-4c41-92e6-583cb169bda7 · outbound

This paper cites Semi-Automatic Visual Subgroup Mining using VIKAMINE.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Semi-Automatic Visual Subgroup Mining using VIKAMINE

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.612929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.143181Z digest=sha256:522b0414e77b82bd899731353539d5ecc34a9b8dc909adc35707e3a904c36071

Observation 5822cf4d-2ce6-4d00-a22b-fc849da304dc · outbound

This paper cites Pattern Mining: Current Chal- lenges and Opportunities.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Pattern Mining: Current Chal- lenges and Opportunities

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.597728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.148653Z digest=sha256:7669b3bdda8a6ad1ce5dcf499f86b3cbae0aa6ed148f5726cda0a637439bed81

Observation c8b4843d-6633-4a63-ada5-25d1e6b6bf1c · outbound

This paper cites Fast Algorithms for Mining Association Rules.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Fast Algorithms for Mining Association Rules

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.582804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.153295Z digest=sha256:9746d0194c4582cc4564d79cfa87f150596ffb983945bd44503df5347aff2ecc

Observation e2c7887b-6ad9-4f7f-80ee-0654ef2abda4 · outbound

This paper cites An Algorithm for Multi-Relational Discovery of Subgroups.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis An Algorithm for Multi-Relational Discovery of Subgroups

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.567433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.157803Z digest=sha256:bd9095827a755b24d170a0202e7c3f1c6b413ce3586543d9536babc90a0adbf4

Observation 158f3b09-f33c-4146-92db-e5285b6fb91d · outbound

This paper cites Generic Pattern Trees for Exhaustive Exceptional Model Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Generic Pattern Trees for Exhaustive Exceptional Model Mining

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.553554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.162483Z digest=sha256:9d46c8cea219975bba475e03fd8f2b057eb7c2e93f56fc7397769d8ac59b0634

Observation 89792d7d-dbdf-4320-95dc-a7a1d2a4325b · outbound

This paper cites Exceptional Model Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Exceptional Model Mining

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.537595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.167013Z digest=sha256:7d657fb7841691f6c4a93fe26a7960119bff72b0b0d0e36a73e56aaf6a2d9261

Observation 1512de41-5097-4f0a-bdfe-c527addd7a22 · outbound

This paper cites Exceptional Contextual Sub- graph Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Exceptional Contextual Sub- graph Mining

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.523094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.171611Z digest=sha256:8f6ffe04d7228f6f08dda8a0db044767ef3082ef8ad1c4cc347857461456721a

Observation c7d78181-a4bb-419f-96ad-c497af23b9fb · outbound

This paper cites MinerLSD: Efficient Mining of Local Patterns on Attributed Networks.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis MinerLSD: Efficient Mining of Local Patterns on Attributed Networks

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.508943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.176002Z digest=sha256:9cc7b11dac77e99103947b694783e2528b522e5c47c64067c46f3606ead819a3

Observation f52b7e08-7d4c-41aa-8ecf-9aff2d0a3b1e · outbound

This paper cites Mining Communities and Their Descriptions on At- tributed Graphs: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Mining Communities and Their Descriptions on At- tributed Graphs: A Survey

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.495150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.180471Z digest=sha256:28cbd864f36b3468c54f9fd0d20093b54d52f31bc1ee9962b40f6b223a829721

Observation f2535b7b-361d-4e8f-a4a1-6096d0cbfb0b · outbound

This paper cites A Case-Based Approach for Characterization and Analysis of Subgroup Patterns.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Case-Based Approach for Characterization and Analysis of Subgroup Patterns

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.480769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.185689Z digest=sha256:a42bfb218eeece29636b0908a91d4a2817c902bc5928aeb0e96459378a4adb35

Observation 657616cd-4f00-4412-8577-f6db59e89c34 · outbound

This paper cites VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.466464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.190427Z digest=sha256:a8d4a1c9d456dcdf43e8328844bb3eb0ec148042f85671bc09a93d9b72c8f88d

Observation 4df80ffc-babe-4078-89be-7ed13239a49f · outbound

This paper cites Interactive Discovery of Interesting Subgroup Sets.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Interactive Discovery of Interesting Subgroup Sets

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.451373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.194989Z digest=sha256:e0e34442678208089e2eaffde16b8b7068c44bdd251a67cc2e1f2481d3119fca

Observation 4a1230c2-8dea-44c4-a28f-d3f83a7f4f3d · outbound

This paper cites Semantic Subgroup Explanations.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Semantic Subgroup Explanations

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.435883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.199347Z digest=sha256:9f1d3902277024aa246bf68f3ca00d6d863246e48c934a6f1dbdc4e13534da6e

Observation 2be62f80-83ff-488e-a659-ec946094b888 · outbound

This paper cites Learning Association Rules from Data through Domain Knowledge and Au- tomation.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Learning Association Rules from Data through Domain Knowledge and Au- tomation

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.420016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.203754Z digest=sha256:9bee770bae04d998b887f4e97830bd375a29b63bba9b81c1dfad2a4430c0dcfb

Observation 2a36841d-5bd4-49ae-ac33-5a9ceb7f5a3f · outbound

This paper cites Semantic Data Mining: A Survey of Ontology-based Approaches.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Semantic Data Mining: A Survey of Ontology-based Approaches

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.402932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.208617Z digest=sha256:e99d5f3d4429f475b57fa429478faa639a97d17c9f965150afc6e13c6b1a9f63

Observation 7a9260c2-7fd5-4edf-92e6-e6532d9905ce · outbound

This paper cites Semantic Data Mining in Ubiquitous Sensing: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Semantic Data Mining in Ubiquitous Sensing: A Survey

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.386137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.213052Z digest=sha256:03f96f271ac75c48ce6fc5e05595100ebd89ebd159569ad0372ec4a606874775

Observation 3579774e-0177-4fbe-964a-c6b8c4fa1b26 · outbound

This paper cites Big Data Analytics for Proactive Industrial Decision Support.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Big Data Analytics for Proactive Industrial Decision Support

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.369642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.217573Z digest=sha256:55f230e98cc36ab40b464674fc611c94dcddf4ccbc9744228db9e9c6b24a4786

Observation 0f646606-40e3-4556-9723-d1bfd0c34add · outbound

This paper cites Fast Exhaustive Subgroup Discovery with Numerical Target Concepts.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Fast Exhaustive Subgroup Discovery with Numerical Target Concepts

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.353451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.222182Z digest=sha256:a4c24d07ae667764837b6c85bbdcfd314e97c12a59abb5ddf0d86ceeafb3769b

Observation 11f42435-7ee3-4d61-a39a-577ce2ed8b17 · outbound

This paper cites 16.3: Subgroup Discovery.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis 16.3: Subgroup Discovery

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.338475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.226598Z digest=sha256:361c239cf1135bef856df9236f2c4419985f80a5439cc69bddff1aed238d1114

Observation a3b3e5b4-fdf7-4b58-8c04-87d37b578d30 · outbound

This paper cites From Local Patterns to Global Models: the LeGo Approach to Data Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis From Local Patterns to Global Models: the LeGo Approach to Data Mining

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.322761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.231095Z digest=sha256:6dab251c408147c38e44b511f6a4c779f059a039e41559f70ddbe7291510e516

Observation 8cb644c9-685d-4641-a242-1b01444242a3 · outbound

This paper cites Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.307572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.235613Z digest=sha256:46a56d6d62eb66fdb9507e4ca91adbb0f1dec1c72d1036e2337023b39ffee46c

Observation 4fa4c05a-cdf5-46a5-b309-42a7bf56229a · outbound

This paper cites Profiling Examiners using Intelligent Subgroup Mining.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Profiling Examiners using Intelligent Subgroup Mining

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.292052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.241412Z digest=sha256:1b3704d9172340c18bf161744ed63f5a229051a837aae18b112d86375f51f303

Observation 838ec392-33a9-4b49-b02b-c5504a0bba61 · outbound

This paper cites Actionable Knowledge.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Actionable Knowledge

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.275273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.246110Z digest=sha256:6dfc38b5532afb404705b62504853e9ab9a885872ab251b02f0e0260317e766a

Observation 9d6adafd-c695-4111-95a5-fac691914639 · outbound

This paper cites Multi-Interval Discretization of Continuous-Valued Attributes for Classifica- tion Learning.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Multi-Interval Discretization of Continuous-Valued Attributes for Classifica- tion Learning

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.259404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.250347Z digest=sha256:0574cfa6fd1d758d6071482cab3ca9f36c410ad9b9ccf81e7cbe0bd5b27beadb

Observation d9892ee1-3c29-4b7b-83f0-c2ef51560ac7 · outbound

This paper cites CRISP-DM 1.0.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis CRISP-DM 1.0

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.243194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.254652Z digest=sha256:eab2f32c4fe823ce89d99087281e6dc72c6b641559e8e2fa60c80ee506384ec3

Observation 98f3ea53-ed28-41f2-a812-e03d157ddaa0 · outbound

This paper cites Mining Attributed Interaction Networks on Industrial Event Logs.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Mining Attributed Interaction Networks on Industrial Event Logs

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.227297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.259006Z digest=sha256:06ec0ef142c8253880fe7c4d968a3c3c800b5834d902f74d763a5dcf9da194c5

Observation f9fae9e8-82bd-4033-a4ae-fe3f9b4ca47d · outbound

This paper cites A Framework for Human-Centered Exploration of Com- plex Event Log Graphs.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Framework for Human-Centered Exploration of Com- plex Event Log Graphs

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.212238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.263467Z digest=sha256:b94230f000f08688242842c48114ac85c75ac728265c2272790b85e30be9e1aa

Observation 86071fd0-f614-408f-ae0d-49fb7ebb9c76 · outbound

This paper cites Building Expert Systems.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Building Expert Systems

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.195757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.267899Z digest=sha256:af3cb808e0f4f77343230acaf5af3525879796be98adc34cbdcd5fd4c70d9e21

Observation 8da384e6-444d-49f9-8e4f-85fda78bdabb · outbound

This paper cites Knowledge Reuse Among Diagnostic Problem-Solving Methods in the Shell-Kit D3.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge Reuse Among Diagnostic Problem-Solving Methods in the Shell-Kit D3

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.180548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.272400Z digest=sha256:16ba41d1a7a5de630c490a20f0b0773fb7a89b8c03a387a857d92f66304bdf09

Observation 56e3cf9c-8eb6-4110-a672-d67b8b0ec1f2 · outbound

This paper cites Knowledge Engineering: Survey and Future Direc- tions.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge Engineering: Survey and Future Direc- tions

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.165020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.276679Z digest=sha256:77e92e50608f45bfe464bfadf52c1f4f0b3f9cb936324e3aa9144a6daa1ea54d

Observation 4a384dd8-a403-457f-b1e1-04d0154ba2ce · outbound

This paper cites Knowledge-Driven Systems for Episodic Decision Support.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge-Driven Systems for Episodic Decision Support

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.149822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.281295Z digest=sha256:9aaafb00b71c2fa33fe68961f0b45a89fd110712cb2e87c192f7ff2060b68030

Observation 43203dae-772d-4b38-a6aa-4669ef77cf5b · outbound

This paper cites Knowledge-Based Fault Diagnosis in Industrial Internet of Things: A Survey.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge-Based Fault Diagnosis in Industrial Internet of Things: A Survey

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.134654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.285697Z digest=sha256:c54e69e9a91dbc3c94e9a573a62018efdcb7eb3ea49ff2b6d57601e49ee0768a

Observation 27e6cc96-c291-433a-818d-7ffb63a7c567 · outbound

This paper cites Real-Time Fault Diagnosis Using Knowledge-Based Expert System.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Real-Time Fault Diagnosis Using Knowledge-Based Expert System

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.119773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.290214Z digest=sha256:e6ce6bea864d6894156732861b089d8551c9306973b8d3babf23567adb34739d

Observation fdc8512c-a431-4b93-b5c4-4194972994cb · outbound

This paper cites Process Fault Diagnosis with Model- and Knowledge-Based Approaches: Advances and Opportunities.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Process Fault Diagnosis with Model- and Knowledge-Based Approaches: Advances and Opportunities

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.105578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.294854Z digest=sha256:5a0162116bcb92452a110430653b2d4476de5f9cffb1ecfd67a8c48100f2e590

Observation 20959dc1-829b-4116-b42a-cb243c3943ca · outbound

This paper cites Introduction to Knowledge Systems.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Introduction to Knowledge Systems

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.090969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.299460Z digest=sha256:15f357304b6afc7bb2f27979d9fc25969995d17dee470ff5841e3427d4944f4d

Observation d176816f-d1ca-4075-a625-2cea611adaee · outbound

This paper cites Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.076821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.303724Z digest=sha256:75f08b2e33afcfd140dc67b2905e68293c3ca26864579331654472de4888a87f

Observation 0d47d3d0-867a-4ed4-9afc-7ed66b0fc2e5 · outbound

This paper cites Machine Learning for Medical Diagnosis: History, State of the Art and Perspective.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Machine Learning for Medical Diagnosis: History, State of the Art and Perspective

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.061794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.308335Z digest=sha256:610eb6d35153069a86b9e2a9ad6380be21b883e13d008ee1893d308c3e158470

Observation 2deb82ea-5230-4470-a86f-377d9336ff26 · outbound

This paper cites A Data Mining Methodology and its Application to Semi- Automatic Knowledge Acquisition.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Data Mining Methodology and its Application to Semi- Automatic Knowledge Acquisition

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.046747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.313450Z digest=sha256:16276d054dfe8e9fe7e532c5a5a862ddf2f7880cd1bd69918562990b59e4ae2f

Observation 3c9665a4-6413-4f8c-a8bd-16f7561c48b6 · outbound

This paper cites Evaluation of Two Different Models of Semi-Automatic Knowl- edge Acquisition for the Medical Consultant System CADIAG-II/RHEUMA.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Evaluation of Two Different Models of Semi-Automatic Knowl- edge Acquisition for the Medical Consultant System CADIAG-II/RHEUMA

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.031540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.319057Z digest=sha256:769a965587f61ebb77bb8519148206c2aa194a60f79aeacd195ab943cd927123

Observation 04a878b7-5277-4518-9629-1a48c78c9605 · outbound

This paper cites Supersparse Linear Integer Models for Optimized Medical Scoring Systems.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Supersparse Linear Integer Models for Optimized Medical Scoring Systems

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.016745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.323745Z digest=sha256:85fc5ad9f0d163f7c3f03cdf11a6ae933391b4d8b181c566b551ccbcf80b1bbd

Observation a438dbfc-9c71-44ee-a55c-bd436b9aa21c · outbound

This paper cites Learning Optimized Risk Scores.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Learning Optimized Risk Scores

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:33.002281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.329062Z digest=sha256:3d1459484855fdc8722ddb2b4e74f9c4b5956367d0be420af82fe63b953d6c55

Observation 254777da-74d4-4ad0-9bce-0b5e272d634b · outbound

This paper cites Knowledge Modeling: A Survey of Processes and Techniques.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge Modeling: A Survey of Processes and Techniques

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.986884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.334200Z digest=sha256:c66ce439a37297e66a44fd570e672efd5f4b4c04e9b49ceeeff7c81dd79c8778

Observation 3147c9f9-7663-4441-b034-9bb9616b1337 · outbound

This paper cites Clinical Experiences with a Knowledge- Based System in Sonography (SonoConsult).

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Clinical Experiences with a Knowledge- Based System in Sonography (SonoConsult)

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.972378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.339330Z digest=sha256:51270ddf6147e83fe343e4533e9fa63ebeffbf36ef1f4d46837f76d25b58dcd6

Observation bba6ebdc-a93f-4eca-88d5-ccf17cf70806 · outbound

This paper cites A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis with Model-Based and Signal-Based Approaches.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis with Model-Based and Signal-Based Approaches

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.956424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.344762Z digest=sha256:58954c856d75ce768bb6970113616841b7939b29188b6c3023da72c3e8980d9d

Observation 4ae629b3-eca0-47b3-a1ad-15ba9bcae657 · outbound

This paper cites Knowledge Formalization Patterns.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Knowledge Formalization Patterns

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.942954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.349794Z digest=sha256:17cc860881e1ca19e491caeb5ec526cd2f7580ba5433d18523e78a6b590983d2

Observation 99408173-8b06-443e-b187-3be32ba02542 · outbound

This paper cites an unresolved cited work.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-12T10:16:32.929662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.354439Z digest=sha256:b115ac703c0c7866ce6f8a7f6760714bdd34eef8aed2ba1568315d5486ba4717

Observation 3b64eb43-879a-4421-9a82-7c1b8bb7b94c · outbound

This paper cites INTERNIST-1, an Experimental Computer-Based Diagnostic Consul- tant for General Internal Medicine.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis INTERNIST-1, an Experimental Computer-Based Diagnostic Consul- tant for General Internal Medicine

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.914511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.359553Z digest=sha256:f3be1c1c4f5236b4a80fe14d1ee942b9785af3071e2a3d50ada5e861311116b3

Observation 1c8a7f3f-7e63-466f-8ff4-268cfef61c69 · outbound

This paper cites A Review of Evaluation Metrics in Machine Learning Algorithms.

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis A Review of Evaluation Metrics in Machine Learning Algorithms

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:16:32.899967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:16:17.364060Z digest=sha256:92faf0a447b428ff702aadcc7574affa93dda4fa9f6d30a08aa2105ec910cb35

Pith citing papers

No inbound Pith citation observations are available.