Pith. sign in

Paper Citation Record · LEDGER

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

As of 19 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 2026-08-18T06:34:40.430872+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:d3e2a01ac37db8728b073c82a181c07d559e340d83bf376bb58a7ecb72d8c415

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:a99bb37ee268bc33ca2370ec83c7ea33a07f00af2698b42df60268481c0667cb

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=sha256:6feca43411b44d4ac2039c42394bfe1e52fecb3bc5311874466627e834781406

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:a56ca373fe4537514de79c5eaa73e25a53f68229963d0082faf032c824ebe8c4

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=sha256:903b6f2ab04dc935d11b3f888dc811537b5da915009a026f70b961da169e203a

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=sha256:9daffd463e58675b183d8fd8fc0186ce181726da9c6f14270abc31533326c33e

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:cdd40492da81a8a19bdfe0ff79ce39a13673ea4b982cec843e9436a2f1ded68f

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=sha256:9b1c222dac18221aa5ddad1bf48d62e0c812d71239b8de28d090a8a812b2dc5d

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=sha256:689fab853402c31f53d7141690ffa4534c8e21fa7c7c1d6ae0005528ccd880e6

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=sha256:9a2cc2ae2c97dde35ef86c41d6acd5dcf53fdc2293ce6f745c38402ffa618cca

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=sha256:5a4d8e71efa847b01f966ab42d9626c055a31db061de6c25544fc84c44e3e698

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=sha256:6e7c1a7172cca555bcd7bced46dc1bfd2800d5b0d81d4fee2d2c5ca4ac86665d

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:f53b1fc9d889f990f3e5abb626ff41612f24919f36e82adc2feef4277c598d11

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:c4b6357e2b8aebeb92b895b82d1e97ac9cdf371820ad1677223deae6c90b5ed4

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=sha256:23a787832c9b267125da7c8db90aff2f22c1d643ec0c7b8505b08a0bcf739602

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=sha256:38eb2776ddcc4b37bc4830c05c6fcd4700a653885f14988db72cbf8aec88fd60

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=sha256:9e496c80ee95404464ff381ff1b2c707773520092f65b2c4849e4e8b61a90429

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:d83afbf6195c62b51d6798c84dcfac2472c3a7454491d2f4cdbb02c21e2692e0

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=sha256:39013fc2e8b208b0d51a37593eeedfd309003fb73973ef5357606ecc0eb00f70

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:fd06fce50b8d0ef57b1c2ff7ce5921eb1919e82889ae96cb0ea3546de6e51d42

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=sha256:71f0e8855cdfa9115da226adb33d766b55e9ad6fc49943f46dcaa7d21a5b549c

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=sha256:4ad489919c27f7f7b0e59cb5b1ff6ba96880329e9157eb81308fbb9993170a75

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:d9fb9e859f4ee19fdfbbb2f859bdb292e96032b3d64d00769deb45f634ee65e4

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=sha256:9cdb78d37c44e3fe1a855b48d72b7bb49366861b8d04cbca446df28419374a2c

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:f226fb91ab2eef11acd25b7ee383f07d5610adbe228e91f54647b39347e87a34

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:e08895d56f917b69c6152bd25be395aa3f19ab318cf388fafa60cc3646683212

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=sha256:41aeb4d246e79ad57df818e9371d6cf615a208ac5dae8ef2d1fc7783d80bb9c8

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=sha256:3c7ec3ad38b85fb704c0cc45bfeb7c12c4238d66c11bb18ac77be25de832e371

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=sha256:5dbe2658d06ef0aa558778f1b931701dcb23c782d1460bc6820757f35894eb37

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=sha256:240aa8a0003f1eaf60ae6c10bf9bc0ebcca9b074fee953ed80d5c1865922a4c7

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:d62cdf0004f05cfcb5fdbed7071a3c0d0da14957c58c70c91523354351a8c181

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=sha256:7c34b0f24d8a22fc36d14621b3b9368475a2d3aa3c69e558b02f4b0153c181e8

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:e56d679ad8baf085618a1f1d94d254849c152cf6924766a2fab443195cc84dfe

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=sha256:929d6c97ee5a498ecede30ee26af505b9cd23d4d7346a254ad6b660b4544425a

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=sha256:3f95a986ac2810d68e75b1d32b89565dfac4b6c50cc86aa6f2016e880af2ca4b

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=sha256:89c6d2c29fa5607444a0cb7491e938891e5dcc63bad6c1fdcb08eea8858db5f0

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=sha256:0a6dc30fc66968cfd30025e1d50a727cf885de9617755a22d239995223ef1880

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=sha256:6311d1d13c41e66b4eddefeebff42a15cfdac51c1fa288b12b72ecc6e8dd5af8

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=sha256:6651c6d3532c4b2be17f9c8e28f3ca41ee2ce959fb1f918de117a1a65ee44bc0

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=sha256:4bff178412791390af20ba74febc0d19153a5c940d1308897cdcb3cf18c447c1

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=sha256:6c204d7aa5f00a6f9ef1f7f0e0c721027aa43892de0c8d720e33b229e5722743

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=sha256:4788d6235490631ea94cfee920b03a5af8009b5c3770531ca876337f2832845c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.091307Z digest=sha256:4769eea1873fd27f383a500e545d0ced4ca542c7c32430abd9efa4dc56ead96a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.096150Z digest=sha256:a50bc172104a0cdcf8a9f2af254fee3d617adf0b1c97267d79df0bea4a78f2cc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.100783Z digest=sha256:e4f3b12554870de9a9694b4f23a3828fa87858834a3e03fb9496c5338808a36a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.105325Z digest=sha256:45b0adf76238e884729589a84e27bb35655956c57d05168d21d63bb190d195fb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.109783Z digest=sha256:249abbbdf2b48659b40fba8d5e32b0a56f9836c739618b86790e68c30cb91721

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.114314Z digest=sha256:de7acd8b93b867f08ca4fc83ff3fdee48a36f85f6a1904495ba36d3cc54fca56

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.119947Z digest=sha256:4931692e9b061f83e76a8bb4c3cc31e54e44b3b277cd597b6303de6dfa167b86

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.124468Z digest=sha256:4743faec70f7f15504290af427acffc5496d4d3987c01bda069256a50453a5f3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.128944Z digest=sha256:a4ec033588575484376f0ea837c071cd3726f853e4987b4d3750d39d50735f8f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.133825Z digest=sha256:c18fd37efc8c115393cb405d4dda92616f5b85e27a7964a498f91c1432c60403

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.143181Z digest=sha256:41c6b8f4beed55e3208b675f9ce3d7add188f263e2a5d2a7e4297811d4e0f6b8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.148653Z digest=sha256:6e1b4ce872a66e70fe6da5ae1d6f098b555d1adb31f22185a538b077f055ba10

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.153295Z digest=sha256:98acf657f9b97dffd824cf75f52f4bf3cf6dea7db763f739bf90c08f4d20401b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.157803Z digest=sha256:25b4a29ef323033638a48bd8d94681477f9b8bd3a63ea687fe868104fdd4b4a4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.162483Z digest=sha256:52e490601a250d4b32a5bc8bd132881e310bc87c994950619dc8937d4ad4ee8f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.167013Z digest=sha256:a79c3255da10b89d01bf3f0ad962d1377133b73db971258cc3b34edf0d1f65d2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.171611Z digest=sha256:5fef1866a0f3d33c442197f6d02af2b093bef6c45f1ebd10f801a32a9cb583de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.176002Z digest=sha256:fb655c3123ea737783b489f1a1e3ebb50994684ff2d70af69b4f5772df734c39

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.180471Z digest=sha256:73f2c08c6c1f96aedaf313257544be29106d34602af9920ae226951d326d2ce7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.185689Z digest=sha256:5023e50195e1e4a7ad12bef40f166f264aa0099bc841016c6c8792982695828b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.190427Z digest=sha256:7cd6d3b96d9db4e1d368f5869a3a3a137eca9b2e5f34b17f00e6141746292966

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.194989Z digest=sha256:e38e168c8a48d0eb7fc817b9e392310eaadd8dbd340507102f4566677233461f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.199347Z digest=sha256:91409113c0b3ce95529d3e25f59428423ecc474e0a516e1f6f28d5738b6ba8c1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.203754Z digest=sha256:85574d8f2dd5206e0cdae74c137b32e130caeb6e47bf9f48a25bd1b181bddf87

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.208617Z digest=sha256:2d09cb768b9b1acdea3e5353a9521e3268bd321e5c0d9f28f811b29bc4307bb6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.213052Z digest=sha256:4a17689a14fa66b10e82b12b475ef8035e0e68473a01b25227c128415913087c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.217573Z digest=sha256:64a581469cf5cbd1bcc3a3de3d6abb6a5e6247ddda2964483930cfba4e9fc9d2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.222182Z digest=sha256:e8183bec76f5634ce9d0b8d718eb719838737f47cb9e3fa24a33bb68bf53e4fc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.226598Z digest=sha256:c2f3658c4ac67d24540096f361373bc05254735cadfd72e63533c3d7a2baa046

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.231095Z digest=sha256:53efc72036b6aaac058a830b5d071f471797736323be1772725c0262127b7999

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.235613Z digest=sha256:a408483977dd1ce5289b0116005b625ebc49417379a9e5f34689fa9d745ff8d9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.241412Z digest=sha256:e2b7a34debcd08145a9730936518f6a820af6c9861c33200f6a456f26bd5d5f8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.246110Z digest=sha256:8c90c31476776b8bfc81d26ab49e8956e41fe60f0aab02c1009f2ba677d054a4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.250347Z digest=sha256:b1873f0b455b316af604743b3640d4b756f6f8d741a0e75579b7f91030df978a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.254652Z digest=sha256:c98d93b2bd2c4889c4c0d22d87492b9edf57b11b340e54be8939720efe80351e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.259006Z digest=sha256:a5e6ec02afefe6f3d55f38544145a6f1ef145cfe63349bfe534de584bfcbc11c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.263467Z digest=sha256:41eed7d90bb0f7aa953aaa0c9ca31b36254a792cfc3f486beb30a9e1ca9b1c38

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.267899Z digest=sha256:f4f447c716c8f151f45a24614e39146759b51bc0c0afc5c75caead2bfea988f3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.272400Z digest=sha256:bb4566a948172a252790e0665c2f8686d0e3c2d0231a328b602709ef286a3c3a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.276679Z digest=sha256:5c842c194355caa389579612ba3d26e0d0af656d2c5f559d724d7a46ff270f3e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.281295Z digest=sha256:97679765f279eb64bd849106c2ac0301f6c780731953b31cf018f383834394c4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.285697Z digest=sha256:84eab632e815646517c90af2487598bdc03497ed690b242681bb9c961465e184

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.290214Z digest=sha256:8fbb6baadd8cde6c456764e031a3b8a85be7ccf2920995f86d0b5c6238348563

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.294854Z digest=sha256:5f423f9e5de7d23a5f925a77c0575c59aeed462afdcb5753450112c3f2bb2f48

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.299460Z digest=sha256:e49da951625ad8ebd4ab78a6d267112d32e36f13b874c44870aad41b33c8e0cf

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.303724Z digest=sha256:f021416fe0d960f857eb0f29a2efec81127d0011027f5369f3063264d75e8f1e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.308335Z digest=sha256:7720a6afc967787c8a660648e91f31792b9cfdf5b2e70c07fa3899d64fe0c4fe

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.313450Z digest=sha256:baf096b4f13e5e6e3cef987c995e207f8e857df37d53c982f555bdfd98357247

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.319057Z digest=sha256:fa36d1b23b46812757ec7e84a80851aa2fba129231849dd8f421babad29dee94

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.323745Z digest=sha256:c4760ea354bc217a52943ee6f81235eaa2e21e1d5ce7985da3e822d9ba81e7a7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.329062Z digest=sha256:575243d1dcb6b7484e82e8b2c41041d0709ad194711a4a1c90be6db5a9de8996

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.334200Z digest=sha256:a172e0f04b6304a0dcbd02e7870ebc540e3a0be578d63a131c9a418ecf914041

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.339330Z digest=sha256:cafb1f63de5ca0c997def5c7874952bcc3ad61909763d536c80ced4bd0f1bb49

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.344762Z digest=sha256:85a49bdea72fdb1190d212361ef330656d39dc7d6fcd6f8ba754065794a53340

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.349794Z digest=sha256:d5ca27a09e48b44b56356ece5ee4b54840c37a2107c685e40223c5f5e0b5bbec

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.354439Z digest=sha256:209b8aa84b7331eabb77141d70e0d90c965d447f79c4932618a234ed0aa7042c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.359553Z digest=sha256:4406283ccad2365628c3e81c6239fb05f6f32a7becde3ae80729669defb6bca8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:16:17.364060Z digest=sha256:970541377f237c9fec5f59420461ba9a3ae7d98c009bd2b063f94fcd3e407ca2

Pith citing papers

No inbound Pith citation observations are available.