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Paper Citation Record · LEDGER

Online Identification of IT Systems through Active Causal Learning

As of 10 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2509.02130.

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

pith.paper-citation-record.v1
2509.02130 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:00:03.676069Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

78 of 78 outbound references displayed

  • verified exact3
  • verified fuzzy59
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc26ec25-9738-487d-8ce9-07ff5c8b2881 · outbound

This paper cites Policy driven management for distributed systems,.

Online Identification of IT Systems through Active Causal Learning Policy driven management for distributed systems,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 2968cc9a-77e7-4088-9104-98020267effb · outbound

This paper cites The vision of autonomic computing,.

Online Identification of IT Systems through Active Causal Learning The vision of autonomic computing,

Reference 2

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no resolver link, observed 2026-08-05T11:59:57.084119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation db5d7879-33af-42a3-bc31-4ef7334a4f10 · outbound

This paper cites Self-organization in communication networks: principles and design paradigms,.

Online Identification of IT Systems through Active Causal Learning Self-organization in communication networks: principles and design paradigms,

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 776244e8-d282-4cad-8570-ff1610b8c0d8 · outbound

This paper cites RFC 9315: Intent-based networking-concepts and definitions,.

Online Identification of IT Systems through Active Causal Learning RFC 9315: Intent-based networking-concepts and definitions,

Reference 4

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.604074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4d400255-8ac7-47cd-9527-70bc07e6e2a2 · outbound

This paper cites Smart zero-touch man- agement of UA V-based edge network,.

Online Identification of IT Systems through Active Causal Learning Smart zero-touch man- agement of UA V-based edge network,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.593433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 86626b7e-4d7f-47da-91e2-0423524552b1 · outbound

This paper cites Zero touch man- agement: A survey of network automation solutions for 5G and 6G networks,.

Online Identification of IT Systems through Active Causal Learning Zero touch man- agement: A survey of network automation solutions for 5G and 6G networks,

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7304b88a-9e9d-4863-a6b0-00a212dc0445 · outbound

This paper cites Pearl,Causality: models, reasoning and inference.

Online Identification of IT Systems through Active Causal Learning Pearl,Causality: models, reasoning and inference

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 56c7cceb-1c5b-445c-912a-4a4926770445 · outbound

This paper cites Complete identification methods for the causal hierarchy.

Online Identification of IT Systems through Active Causal Learning Complete identification methods for the causal hierarchy

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 9cd6e59d-4cf1-4f1e-a786-591fe6327a84 · outbound

This paper cites Peters, D.

Online Identification of IT Systems through Active Causal Learning Peters, D

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T11:59:57.655822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:57.655822Z digest=sha256:1e4c885bacd334f68c0c9baacd611256af3e0f873d46d88191d98fcb1b98f138

Observation caf5c5c9-23d0-4979-9756-db110d3ff394 · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 035824cc-58ef-4cec-aa05-db034651ce87 · outbound

This paper cites Online policy adaptation for networked systems using rollout,.

Online Identification of IT Systems through Active Causal Learning Online policy adaptation for networked systems using rollout,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 741aa6e9-e129-4d55-ac63-bb16e020ba17 · outbound

This paper cites Identification of non-linear system structure and parameters using regime decomposition,.

Online Identification of IT Systems through Active Causal Learning Identification of non-linear system structure and parameters using regime decomposition,

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 9c66f89d-1253-458e-87ed-eee5526fa3ff · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-05T11:59:57.964394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:57.964394Z digest=sha256:2e6732e87d869a5e711860ee463438c3d442dd689250e50c40f1ab24a3cb7057

Observation fa4c6cf2-f97c-424b-9735-f9b00c3de982 · outbound

This paper cites Consistency of Gaussian process regression in metric spaces,.

Online Identification of IT Systems through Active Causal Learning Consistency of Gaussian process regression in metric spaces,

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5905a0ea-46e2-4a83-b5bb-02ca5fb7d85b · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-05T12:00:07.491184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 90c3a792-ee53-4d38-a499-04c8667539dc · outbound

This paper cites Bertsekas,Rollout, Policy Iteration, and Distributed Reinforcement Learning, ser.

Online Identification of IT Systems through Active Causal Learning Bertsekas,Rollout, Policy Iteration, and Distributed Reinforcement Learning, ser

Reference 16

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raw_fallback, observed 2026-08-05T12:00:07.482050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ad5f5648-f71c-4138-85d1-86717e444881 · outbound

This paper cites Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation.

Online Identification of IT Systems through Active Causal Learning Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:00:04.117641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4ca631ca-ea99-4c2e-9ecc-509933f2f474 · outbound

This paper cites Adaptive Network Security Policies via Belief Aggregation and Rollout.

Online Identification of IT Systems through Active Causal Learning Adaptive Network Security Policies via Belief Aggregation and Rollout

Reference 18

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no resolver link, observed 2026-08-05T11:59:58.453973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:58.453973Z digest=sha256:fddd0aa02186c17a33306f69b41567a41530ae0c0d742c463199e384893bc169

Observation f03c6a34-76f2-43a3-abfe-8677454b7d92 · outbound

This paper cites Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination.

Online Identification of IT Systems through Active Causal Learning Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:00:03.997091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 223a0857-d51e-4940-909b-5d5ce2d84d50 · outbound

This paper cites Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization.

Online Identification of IT Systems through Active Causal Learning Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization

Reference 20

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local_arxiv, observed 2026-08-05T12:00:03.873096Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:58.630830Z digest=sha256:1f4e8f7383a07920e6eb8c8eceef7e390facabe536968b857973e8a93df4b70e

Observation 53a8fd10-c090-4fb3-b997-2f8e91e5e591 · outbound

This paper cites Bertsekas,Reinforcement learning and optimal control.

Online Identification of IT Systems through Active Causal Learning Bertsekas,Reinforcement learning and optimal control

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 1bbd1c38-3980-4360-bb94-2577597e874d · outbound

This paper cites Athena Scientific, 2018.

Online Identification of IT Systems through Active Causal Learning Athena Scientific, 2018

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 25e14830-d888-4ef2-b2e6-0532b4a34a66 · outbound

This paper cites Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces,.

Online Identification of IT Systems through Active Causal Learning Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces,

Reference 23

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation c78e2a35-e232-4196-a2d0-bec6d4de9943 · outbound

This paper cites Available at: https: //flask.palletsprojects.com/en/2.1.x/, Accessed on: June 7, 2022.

Online Identification of IT Systems through Active Causal Learning Available at: https: //flask.palletsprojects.com/en/2.1.x/, Accessed on: June 7, 2022

Reference 24

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raw_fallback, observed 2026-08-05T12:00:07.438716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:58.979550Z digest=sha256:33f06fb94d3ffa69421abf1ed63893739e516665c35435bdfa871520ff1b715a

Observation c47dd91f-98e2-41ad-97c2-5cb0ba834eab · outbound

This paper cites Production-grade container orchestration,.

Online Identification of IT Systems through Active Causal Learning Production-grade container orchestration,

Reference 25

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raw_fallback, observed 2026-08-05T12:00:07.428214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 1ebeb72a-0ef7-444a-a0d9-b1a9fbb0d0d2 · outbound

This paper cites Simplify observability, traffic management, security, and policy with the leading service mesh,.

Online Identification of IT Systems through Active Causal Learning Simplify observability, traffic management, security, and policy with the leading service mesh,

Reference 26

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.405488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.191154Z digest=sha256:b0b7d144413db341553fcd0b5ae4063445e170a49915534baede75c139bfd624

Observation 52ff9555-561e-4e53-987e-ea544102bac7 · outbound

This paper cites Mongodb,.

Online Identification of IT Systems through Active Causal Learning Mongodb,

Reference 27

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raw_fallback, observed 2026-08-05T12:00:07.394035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.269198Z digest=sha256:7fd5d682e0318fef728598fc1f97d0a343a77bf290dacc5849c2cff42ad48dd8

Observation 887c0d4d-94b7-40bf-9a49-f18c64539746 · outbound

This paper cites Internet time synchronization: the network time protocol,.

Online Identification of IT Systems through Active Causal Learning Internet time synchronization: the network time protocol,

Reference 28

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.382453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e74efb05-a57f-44b6-9e81-99c7333aa088 · outbound

This paper cites Source code and traces for the paper.

Online Identification of IT Systems through Active Causal Learning Source code and traces for the paper

Reference 29

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raw_fallback, observed 2026-08-05T12:00:07.371613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 23d8d232-48ed-4a51-bbd8-019d0bb98e23 · outbound

This paper cites Intrusion prevention through optimal stopping,.

Online Identification of IT Systems through Active Causal Learning Intrusion prevention through optimal stopping,

Reference 30

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raw_fallback, observed 2026-08-05T12:00:07.361110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.510369Z digest=sha256:2bde597c5c5915c2805fb544dca97b01d5f8b1c5cbbe56b522f26f30d10671e5

Observation 74f154cc-4720-4205-8d1b-c9d986d25cf1 · outbound

This paper cites Learning near-optimal intrusion responses against dynamic at- tackers,.

Online Identification of IT Systems through Active Causal Learning Learning near-optimal intrusion responses against dynamic at- tackers,

Reference 31

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raw_fallback, observed 2026-08-05T12:00:07.350699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 67e924bc-f1f6-4f82-9318-9be88a527d0a · outbound

This paper cites Digital twins for security automation,.

Online Identification of IT Systems through Active Causal Learning Digital twins for security automation,

Reference 32

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.340179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.698240Z digest=sha256:61672ead4b0c99d2113b869801014b179ad5e41e705d6da2d69ebee534c23a40

Observation 538703b2-6dbf-4c6b-bbaf-e3979a3a370a · outbound

This paper cites Optimal security response to network intrusions in IT systems,.

Online Identification of IT Systems through Active Causal Learning Optimal security response to network intrusions in IT systems,

Reference 33

Resolution
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no resolver link, observed 2026-08-05T11:59:59.807156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:59.807156Z digest=sha256:0b93b9e7be65f668a680ab2ff91e5068f99c2f580120a4139744a41fbdd8255f

Observation 5be57177-4d38-4668-a7ce-5db4991d0a32 · outbound

This paper cites Conditional density estimation of service metrics for networked services,.

Online Identification of IT Systems through Active Causal Learning Conditional density estimation of service metrics for networked services,

Reference 34

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raw_fallback, observed 2026-08-05T12:00:07.323132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.872281Z digest=sha256:9f7ee48c8bf0629d74e8b1226e0536743797c92d48b9ebb3271e1e63d9b57cb1

Observation c3a24384-9651-4336-a007-0872dc1afe90 · outbound

This paper cites Real-time Bayesian neural networks for 6G cooperative positioning and tracking,.

Online Identification of IT Systems through Active Causal Learning Real-time Bayesian neural networks for 6G cooperative positioning and tracking,

Reference 35

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raw_fallback, observed 2026-08-05T12:00:07.312331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.950772Z digest=sha256:b9456163c0d948cfdaf4901e71398ded600c7fe89e294168f02c90c7827119a5

Observation 78b6eb60-4cf1-43fb-9545-fcbbc4aeedb3 · outbound

This paper cites Local and global sparse Gaussian process approximations,.

Online Identification of IT Systems through Active Causal Learning Local and global sparse Gaussian process approximations,

Reference 36

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.301573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.028572Z digest=sha256:88c3bb9279f06499a9ce5b6f7a23eaf7213dfbdb5992ecc78a108df1302e54ab

Observation 99dd9fa2-a909-4295-8128-a6749a1e2d23 · outbound

This paper cites Deep Gaussian processes,.

Online Identification of IT Systems through Active Causal Learning Deep Gaussian processes,

Reference 37

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.291777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.121790Z digest=sha256:b52b139b6eaec96fb8bda6fae4b2146ab306adf5e8c649f9f801f571ae787f9f

Observation 354f88a7-0234-4805-9a0f-0cc0663eac38 · outbound

This paper cites Hedging predictions in machine learn- ing,.

Online Identification of IT Systems through Active Causal Learning Hedging predictions in machine learn- ing,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.280871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.223836Z digest=sha256:eed2c4562bbf476ff34b290b5630991c08065b2f5e0a14dff91c1d49331e1742

Observation 433c66ca-3a4b-4585-bf86-a7cefb1ffd97 · outbound

This paper cites V ovk, A.

Online Identification of IT Systems through Active Causal Learning V ovk, A

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.270162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.318119Z digest=sha256:0b21a51ada23fca6fe49ff08d9cab9879138bcbf809002dad9b3794c3f68a7ad

Observation 32d68717-ee7f-4cdb-bd9f-4afecd8e85a2 · outbound

This paper cites Garnett,Bayesian Optimization.

Online Identification of IT Systems through Active Causal Learning Garnett,Bayesian Optimization

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:00.440663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:00.440663Z digest=sha256:f9a78b97c85b029d658c72dfde1213f6e929a37d8eba7379751722b444f122b1

Observation df91ed82-5557-4f30-b52e-2cbd1dd28fdb · outbound

This paper cites Ljung,System identification (2nd ed.): theory for the user.

Online Identification of IT Systems through Active Causal Learning Ljung,System identification (2nd ed.): theory for the user

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.253175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.522916Z digest=sha256:014c4f7712513588bfbf7ec11518787ef82e476c4480955176b493c3d09663af

Observation 93151824-84f7-4edd-b8bb-d2070be0a9fc · outbound

This paper cites System identification—a survey,.

Online Identification of IT Systems through Active Causal Learning System identification—a survey,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.242068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.610857Z digest=sha256:2838393bfbef8494c0ac03a8658b14875eb614b8d029041888c51a165147c54e

Observation 9ccc2986-d2bb-492f-b794-d4e748b5eab8 · outbound

This paper cites System identification using Kautz models,.

Online Identification of IT Systems through Active Causal Learning System identification using Kautz models,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.230732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.658382Z digest=sha256:d370b0ceae9fb68110ef6b2b8db3d0022b1eb545c2eb79801b72bb9cb946ec5b

Observation 7e3ed6df-7c8f-4851-b904-ddd0709700b7 · outbound

This paper cites Finite-time identification of linear systems: Fundamental limits and optimal algorithms,.

Online Identification of IT Systems through Active Causal Learning Finite-time identification of linear systems: Fundamental limits and optimal algorithms,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.220340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.751844Z digest=sha256:ac07d178b133371c55be7ce80b7327c87dbceb36f7eecf9a484b0a7bc244e5a4

Observation dcbcd100-d5f3-4455-8918-d7fa4374f894 · outbound

This paper cites Active learning of MDP models,.

Online Identification of IT Systems through Active Causal Learning Active learning of MDP models,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.209865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.843647Z digest=sha256:2144058afd2fadd210a5db90224642d1c95dddaff4c42fa57ae7319314e4e8a8

Observation 28d0c07d-3cbd-417d-80e9-b8e920e7731f · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:00:07.199218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:00.914910Z digest=sha256:dfe7cae49a2b68c1984c0f0b611a45992cf1b05ed2db0872688dee4de7d8a577

Observation 4ff6fbdd-a6f6-4093-bc2e-25e3959e4fe5 · outbound

This paper cites Dyna, an integrated architecture for learning, planning, and reacting,.

Online Identification of IT Systems through Active Causal Learning Dyna, an integrated architecture for learning, planning, and reacting,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:01.011659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:01.011659Z digest=sha256:f17ab77a05510c261aea379cadc45f332505c6ed25f1f63d72f9e0e90ce8cb45

Observation b4b7d82d-db46-4781-b145-602574575dfa · outbound

This paper cites An information-based learning approach to dual control,.

Online Identification of IT Systems through Active Causal Learning An information-based learning approach to dual control,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.173104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.127242Z digest=sha256:234776957f1a76cb003cdfd3a7aec18d8fdcd97c6eca459ed356fd5d66f01c2a

Observation 55993f3d-4494-465b-bb4d-35afee7a5e5c · outbound

This paper cites Simultaneous identification and adaptive control of unknown systems over finite parameter sets,.

Online Identification of IT Systems through Active Causal Learning Simultaneous identification and adaptive control of unknown systems over finite parameter sets,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.161451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.214330Z digest=sha256:406fe465694540ee2bf1d89351a25aad5bc085bbd6c9f402a74f31a490a9fe00

Observation 8ba2e2a5-af6a-47df-b937-5af7dbfbdaf5 · outbound

This paper cites Reinforcement learning is direct adaptive optimal control,.

Online Identification of IT Systems through Active Causal Learning Reinforcement learning is direct adaptive optimal control,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.150082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.315873Z digest=sha256:07276e6a0a7fa8893ed70019de785a9647b7338f8e5d29c5e7555a5f0bdd2927

Observation b83ff9f2-dca1-4fd9-a6f6-f359ffded1b3 · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:00:07.137764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.392662Z digest=sha256:d14bd715aa82e40547ad66836d38be65f1673f841230fab34516c05cd72d44bf

Observation 3009be0e-1ab7-4b12-a3eb-1d3014c2ab83 · outbound

This paper cites Sufficiently informative functions and the minimax feedback control of uncertain dynamic systems,.

Online Identification of IT Systems through Active Causal Learning Sufficiently informative functions and the minimax feedback control of uncertain dynamic systems,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.125523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.494385Z digest=sha256:65f7b4b91b76b32bdf228bf6caf544e8587497c5115a4d4c25eb021cfa8de44f

Observation 167db83e-188f-468d-a5b7-c1f066b89605 · outbound

This paper cites Adaptive controller design for tracking and disturbance attenuation in parametric strict-feedback nonlinear systems,.

Online Identification of IT Systems through Active Causal Learning Adaptive controller design for tracking and disturbance attenuation in parametric strict-feedback nonlinear systems,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.115756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.602242Z digest=sha256:cfbc3e68e4a4746cbc414076c5247b3769a2a08158e6708c5b10559a8fc5b40c

Observation 56450971-97c3-4cbd-9c3b-4f764812ecad · outbound

This paper cites Regret lower bounds for unbiased adaptive control of linear quadratic regulators,.

Online Identification of IT Systems through Active Causal Learning Regret lower bounds for unbiased adaptive control of linear quadratic regulators,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.104218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.753623Z digest=sha256:a00e9e2c51b1d9fa8459bb6285bc1a71929c69ad53eafa7beabcc922f960cbc8

Observation 4e3688c2-ad6a-4b38-8be4-c2aa1bb20e1e · outbound

This paper cites On self tuning regulators,.

Online Identification of IT Systems through Active Causal Learning On self tuning regulators,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.093637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:01.918069Z digest=sha256:3f519fdbfaa55c4bf83efdb67acae4cdc0ad334f3bb60c20f75e41dcdcadbe52

Observation 50a89899-175a-48b4-9dbc-aa0b2a9aac6d · outbound

This paper cites Active learning for nonlinear system identification with guarantees,.

Online Identification of IT Systems through Active Causal Learning Active learning for nonlinear system identification with guarantees,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.082926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.050913Z digest=sha256:0e2db3bc75df00eb35d036df681978ee12600b930aa3ffc09a6765d9276e25ea

Observation 357bc654-ebee-46ef-b5d3-28e9fce9e48b · outbound

This paper cites On adaptive control processes,.

Online Identification of IT Systems through Active Causal Learning On adaptive control processes,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.071465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.180201Z digest=sha256:bd9152c06ac70b8cf7afab4b94bd6e81724d35bdc718d856d8e6ec7dd38366e9

Observation eb55c33a-7040-4853-8ab4-23d38e7680de · outbound

This paper cites Causal Bayesian opti- mization,.

Online Identification of IT Systems through Active Causal Learning Causal Bayesian opti- mization,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.061649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.284414Z digest=sha256:13e8eac3c073cadb7665357f0847aa96e6080e1ce0e2e6c316485d5f4876c123

Observation 0a9e3513-7e05-4132-8c1d-814d45a725b3 · outbound

This paper cites Dynamic causal Bayesian optimization,.

Online Identification of IT Systems through Active Causal Learning Dynamic causal Bayesian optimization,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.051416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.423401Z digest=sha256:6468813c83f66bf5f869c653be3de1fff643528ca4744dd0913061826e3644cc

Observation fa7efb78-8aa1-4c36-ac23-dfd3661b6e9d · outbound

This paper cites Model-based Causal Bayesian Optimization.

Online Identification of IT Systems through Active Causal Learning Model-based Causal Bayesian Optimization

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:02.564722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:02.564722Z digest=sha256:6c42093eda970c34402dcddcc50ddceaf56d200c00cbff17abf24063ff45ac44

Observation f29b1d55-0390-45da-b992-6168ba6c8942 · outbound

This paper cites Active learning for optimal intervention design in causal models,.

Online Identification of IT Systems through Active Causal Learning Active learning for optimal intervention design in causal models,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.036067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.639141Z digest=sha256:dd5bc43037b724214ff0be462bc0a077dd0d46b32b3854507c1dea92bdfb3001

Observation 6d2c719b-5864-4068-a028-a3c9cc5ca907 · outbound

This paper cites Functional causal Bayesian optimization,.

Online Identification of IT Systems through Active Causal Learning Functional causal Bayesian optimization,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.994552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.665305Z digest=sha256:836ccce313c0da9de9da8a69b084902c64145e044d068f377cf332041fae54ac

Observation fa173aeb-8ea5-4826-af65-ea9e260ad919 · outbound

This paper cites Active learning of causal networks with intervention experiments and optimal designs,.

Online Identification of IT Systems through Active Causal Learning Active learning of causal networks with intervention experiments and optimal designs,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.723109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.739773Z digest=sha256:14e4f2d68c4916038aa8b4e508e10fc9513f2163a1ce4f63ee2268a2641ac96f

Observation 21f1755b-2580-4231-8ff2-796a48c561fb · outbound

This paper cites Sample efficient active learning of causal trees,.

Online Identification of IT Systems through Active Causal Learning Sample efficient active learning of causal trees,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.508960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.788438Z digest=sha256:e15abc7739dbc82a676f7271ac053f0c72be21fcb0e41c49902f06a8ebafef48

Observation 3a0fd395-a43e-4de8-9f4f-63c6b9cbd07b · outbound

This paper cites Fault localization using interventional causal learning for cloud-native applications,.

Online Identification of IT Systems through Active Causal Learning Fault localization using interventional causal learning for cloud-native applications,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.302427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.878209Z digest=sha256:8dc4c16a63d70ca2c7144ef99c6f11990fc59819e3a41b24cad3d8e8149475ec

Observation 04b694af-0666-4b6a-a340-fd6262de6ddf · outbound

This paper cites Fault injection based interventional causal learning for distributed applications,.

Online Identification of IT Systems through Active Causal Learning Fault injection based interventional causal learning for distributed applications,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.073851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:02.934807Z digest=sha256:336544ec1beec334032c4b20cde8e0d228bceccabdce2b5d8648b57f365cf2b2

Observation 95144c41-83f6-4022-b427-9ec3e8d47d65 · outbound

This paper cites Probabilistic Active Learning of Functions in Structural Causal Models.

Online Identification of IT Systems through Active Causal Learning Probabilistic Active Learning of Functions in Structural Causal Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:02.964269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:02.964269Z digest=sha256:2c341de8f0ea073998974b4829163d90ace060ef11cfeacceb24cde77b274d40

Observation b66daf23-c857-42f2-be5c-395045e7067e · outbound

This paper cites Active learning of continuous-time Bayesian networks through interventions,.

Online Identification of IT Systems through Active Causal Learning Active learning of continuous-time Bayesian networks through interventions,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.811576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.028627Z digest=sha256:c60bfe92c2b2e9ba50e596f010b0276fccef7c6fef5598881a763c1a95125c3c

Observation 02d3f312-6b47-4bb8-8fe8-067c0588f453 · outbound

This paper cites Multi-task causal learning with Gaussian processes,.

Online Identification of IT Systems through Active Causal Learning Multi-task causal learning with Gaussian processes,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.581724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.128995Z digest=sha256:7f7fa1edc88de631b4cce9f88a69baf82f8baa684d0df017ed26d705543345fa

Observation 55e038d9-7196-4662-9581-85f145a1c25b · outbound

This paper cites Active Bayesian causal inference,.

Online Identification of IT Systems through Active Causal Learning Active Bayesian causal inference,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.324164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.223312Z digest=sha256:9320b3200eea5f75e0241068aa64f4cc67a6e7ce51c8ab6c300f5230ed76ce4b

Observation 0f44270e-1fd7-4127-8477-7d436e61c3ea · outbound

This paper cites Active learning for parameter estimation in Bayesian networks,.

Online Identification of IT Systems through Active Causal Learning Active learning for parameter estimation in Bayesian networks,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.029270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.279011Z digest=sha256:f5007210d0a25c44d728f6004f60ddcb58586acf96061270c91d372dd964a798

Observation 0486a24b-4257-4a17-876c-ca2432b06d2c · outbound

This paper cites Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search.

Online Identification of IT Systems through Active Causal Learning Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.358200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.358200Z digest=sha256:d6a3fa880cc9ee44f7b8cfc21eddafc89f4a397424112f771bdf506d25b18ab5

Observation 2dd09852-185f-4694-8494-9ca2ddb2cb7a · outbound

This paper cites Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation.

Online Identification of IT Systems through Active Causal Learning Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.420302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.420302Z digest=sha256:bb83e552b7fe411a75d62bae1954792c812450fb0529752a34966e88c111a131

Observation be11bd4c-3222-424a-a70a-c8c19e90f8fd · outbound

This paper cites {ARCUS}: symbolic root cause analysis of exploits in production systems,.

Online Identification of IT Systems through Active Causal Learning {ARCUS}: symbolic root cause analysis of exploits in production systems,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.775520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.474795Z digest=sha256:8ca07afa626a7dfe00130e56d68e67426e7a42252e1e40b4f0de56397a4f4201

Observation 5ffc6491-72cc-48f7-94ac-a6f9bcc34d80 · outbound

This paper cites Root cause analysis of failures in microservices through causal discovery,.

Online Identification of IT Systems through Active Causal Learning Root cause analysis of failures in microservices through causal discovery,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.548189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.537422Z digest=sha256:fd159e3bc6146ccf8372e0631b35238c6ae2015f2f2be7300cf3b0ecac913fc9

Observation 9ad99044-3fc9-4df5-b66e-03a7dd0b704b · outbound

This paper cites Towards a timely causality analysis for enterprise security,.

Online Identification of IT Systems through Active Causal Learning Towards a timely causality analysis for enterprise security,

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.611486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.611486Z digest=sha256:8f87d047bae3bf2d84085169a3d00df6e76a7de28288f921f716ec2a79f0397c

Observation 987265a8-6251-4ef8-8cd3-56e81b6b8f36 · outbound

This paper cites Causality rea- soning about network events for detecting stealthy malware activities,.

Online Identification of IT Systems through Active Causal Learning Causality rea- soning about network events for detecting stealthy malware activities,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.315596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T12:00:03.676069Z digest=sha256:f8b3bab6f2ed5c4cc4024c3dfb90eab803bba29f290c698db323f8afb81e795e

Observation 5075ef06-b2cd-43c8-b54d-ad7191fdcdcc · outbound

This paper cites Available at: https://kubernetes.io/, Accessed on: June 7, 2022.

Online Identification of IT Systems through Active Causal Learning Available at: https://kubernetes.io/, Accessed on: June 7, 2022

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.417691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:59:59.123694Z digest=sha256:aec95d9cfd7860556d9b657bfeddc73525069f33fe5ef91d0f5d35548f2de858

Pith citing papers

No inbound Pith citation observations are available.