Paper Citation Record · LEDGER

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning

As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2505.08343.

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

pith.paper-citation-record.v1
2505.08343 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:01:49.295181Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

45 of 45 outbound references displayed

verified exact1
verified fuzzy33
unresolved11
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b22ed67-6334-4247-ad76-3ab41ceff3cb · outbound

This paper cites write newline.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning write newline

Reference 1

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Observation 6b4578a8-c477-44dc-b6b0-ad7e3b12af2a · outbound

This paper cites Root cause identification for collective anomalies in time series given an acyclic summary causal graph with loops.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Root cause identification for collective anomalies in time series given an acyclic summary causal graph with loops

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:50.079695Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12b9435d-b89b-469b-85b0-558813aa8bf1 · outbound

This paper cites Sequential quadratic programming.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Sequential quadratic programming

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:50.062605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3beed6da-3075-410b-8c9f-95f38ad9840c · outbound

This paper cites Causal structure-based root cause analysis of outliers.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Causal structure-based root cause analysis of outliers

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:50.045241Z

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Observation b8584259-502c-4e51-ae33-6c0f90ee5489 · outbound

This paper cites Explainable machine learning in industry 4.0: Evaluating feature importance in anomaly detection to enable root cause analysis.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Explainable machine learning in industry 4.0: Evaluating feature importance in anomaly detection to enable root cause analysis

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ad169cc-b3de-4d90-a579-2dd7f3333ecd · outbound

This paper cites Visualizing the feature importance for black box models.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Visualizing the feature importance for black box models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:50.009957Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9857a544-97f9-494f-939d-1a829920bf78 · outbound

This paper cites Maximum likelihood from incomplete data via the em algorithm.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Maximum likelihood from incomplete data via the em algorithm

Reference 7

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Source-reported events for the cited work

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Observation c1814a95-9055-47e4-9d3d-5e88858a3cb4 · outbound

This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learning.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Deeplog: Anomaly detection and diagnosis from system logs through deep learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.983065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb706811-76e5-4e2c-9e6a-8f8e695bc08f · outbound

This paper cites Avoiding undesired future with minimal cost in non-stationary environments.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Avoiding undesired future with minimal cost in non-stationary environments

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.966707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1093a0c-fd43-4f9d-9348-f57e6813a51f · outbound

This paper cites A framework for human-computer interactive street network design based on a multi-stage deep learning approach.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning A framework for human-computer interactive street network design based on a multi-stage deep learning approach

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.950644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b19187d6-ce87-4ad5-b46d-d1b9f0985495 · outbound

This paper cites Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 11

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Observation 4a378f9a-77d0-4baa-9458-25ce9676b248 · outbound

This paper cites Deep reinforcement learning for optimizing finance portfolio management.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Deep reinforcement learning for optimizing finance portfolio management

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.923321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3024b839-6e69-47f2-8705-f6327ac37b15 · outbound

This paper cites Collaboration failure analysis in cyber-physical system-of-systems using context fuzzy clustering.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Collaboration failure analysis in cyber-physical system-of-systems using context fuzzy clustering

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.907000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 20599d5b-acba-4ed9-896d-ea5657b6c7b3 · outbound

This paper cites Anomaly attribution with likelihood compensation.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Anomaly attribution with likelihood compensation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.888230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eccb63df-331b-420d-85fe-63eb33331914 · outbound

This paper cites Variational autoencoders and nonlinear ica: A unifying framework.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Variational autoencoders and nonlinear ica: A unifying framework

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.870977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 33427eca-f531-40bf-82d5-6718b2682606 · outbound

This paper cites Offline reinforcement learning with implicit q-learning.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Offline reinforcement learning with implicit q-learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.854327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d91f912-08b2-4db2-adf5-136493bb0535 · outbound

This paper cites Conservative q-learning for offline reinforcement learning.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Conservative q-learning for offline reinforcement learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.837578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15ec94d2-0294-475c-9e23-1b3c0e3a8f02 · outbound

This paper cites an unresolved cited work.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:01:49.820366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b2b2416-b272-4085-9aae-ed166e76cb17 · outbound

This paper cites Challenging common assumptions in the unsupervised learning of disentangled representations.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Challenging common assumptions in the unsupervised learning of disentangled representations

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64eef5d4-a5ce-499a-b2f8-40c83ab1d665 · outbound

This paper cites Human-level control through deep reinforcement learning.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Human-level control through deep reinforcement learning

Reference 20

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Observation b76f5add-d194-466e-847d-7b22bbdcc135 · outbound

This paper cites Root cause explanation of outliers under noisy mechanisms.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Root cause explanation of outliers under noisy mechanisms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.772123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53426eda-a903-467f-8201-0b0bd871b7bf · outbound

This paper cites Unsupervised root-cause analysis for integrated systems.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Unsupervised root-cause analysis for integrated systems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.751742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b5d41b2-8612-4fc5-8c35-aba483526fbb · outbound

This paper cites Causality.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Causality

Reference 23

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Source-reported events for the cited work

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Observation 2b4a0bba-883e-448d-b339-80fb35ac86ca · outbound

This paper cites Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation

Reference 24

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Source-reported events for the cited work

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Observation f0465423-971f-4c91-b367-a768f54e31c4 · outbound

This paper cites Rehearsal learning for avoiding undesired future.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Rehearsal learning for avoiding undesired future

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.719848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce15dc54-b138-4b4f-9ea7-a6a41727d82d · outbound

This paper cites Counterfactual root cause analysis via anomaly detection and causal graphs.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Counterfactual root cause analysis via anomaly detection and causal graphs

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.701703Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6df37731-46f0-4b20-b9d1-bc5b6063bf4f · outbound

This paper cites Anchors: High-precision model-agnostic explanations.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Anchors: High-precision model-agnostic explanations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.684912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b74613d-69c1-4fdb-a11f-259c140b069b · outbound

This paper cites An evaluation framework for machine learning and data science (ml/ds) based financial strategies: A case study driven decision model.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning An evaluation framework for machine learning and data science (ml/ds) based financial strategies: A case study driven decision model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.666143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c724ba64-a41a-423d-855a-a2f473e53315 · outbound

This paper cites Automated machine learning: Ai-driven decision making in business analytics.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Automated machine learning: Ai-driven decision making in business analytics

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.647683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 34d47942-7c2e-47f7-b5f8-c7c81cf7e5c5 · outbound

This paper cites Trust region policy optimization.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Trust region policy optimization

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.629817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44d7f5c6-1a21-4d5d-9554-c72457d2f5fb · outbound

This paper cites Proximal Policy Optimization Algorithms.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Proximal Policy Optimization Algorithms

Reference 31

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Observation c3d7c780-d335-4323-b0d6-cf4095b6b3b2 · outbound

This paper cites An expert system for highway construction: Multi-objective optimization using enhanced particle swarm for optimal equipment management.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning An expert system for highway construction: Multi-objective optimization using enhanced particle swarm for optimal equipment management

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.612656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7042ef82-c08f-42ce-8b7f-485427a46946 · outbound

This paper cites Sample-specific root causal inference with latent variables.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Sample-specific root causal inference with latent variables

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.595724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd3a3b7a-2f17-4d33-8c57-5341d94ebbb4 · outbound

This paper cites An efficient explanation of individual classifications using game theory.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning An efficient explanation of individual classifications using game theory

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 997f52a9-6154-4221-95eb-e46b362245f2 · outbound

This paper cites On the Identifiability of Finite Mixtures of Finite Product Measures.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning On the Identifiability of Finite Mixtures of Finite Product Measures

Reference 35

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Source-reported events for the cited work

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Observation 78164ddb-7930-4211-802d-3eb1edf5d309 · outbound

This paper cites A data-driven approach to incident management: Enhancing devops operations with machine learning-based root cause analysis.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning A data-driven approach to incident management: Enhancing devops operations with machine learning-based root cause analysis

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.562305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation afd1cd65-fb03-4476-86ad-b28d2e75aa83 · outbound

This paper cites Data-driven decisions: Integrating machine learning into human resource and financial management.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Data-driven decisions: Integrating machine learning into human resource and financial management

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.543387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9b94aa2-ca0d-4dab-9399-ef23ae189d15 · outbound

This paper cites Intelligent decision support systems in construction engineering: An artificial intelligence and machine learning approaches.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Intelligent decision support systems in construction engineering: An artificial intelligence and machine learning approaches

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.523409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1fb9f80-8103-450f-a083-79c2338fc176 · outbound

This paper cites Behavior Regularized Offline Reinforcement Learning.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Behavior Regularized Offline Reinforcement Learning

Reference 39

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Source-reported events for the cited work

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Observation 38aad6d5-9af9-4af2-a68b-a86fdc921687 · outbound

This paper cites A theoretical analysis of ndcg ranking measures.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning A theoretical analysis of ndcg ranking measures

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.504300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee37779e-70a8-4713-812c-54ea10e8c9f6 · outbound

This paper cites Partial and cost-minimized computation offloading in hybrid edge and cloud systems.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Partial and cost-minimized computation offloading in hybrid edge and cloud systems

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.485513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5adcf45d-3688-4ca5-93f2-8f6024e6e229 · outbound

This paper cites Icassp-spgc 2022: Root cause analysis for wireless network fault localization.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning Icassp-spgc 2022: Root cause analysis for wireless network fault localization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.468130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dec903c3-7b44-4637-a354-c7ff28df3ce1 · outbound

This paper cites LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T22:01:49.284219Z

Source-reported events for the cited work

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Observation 63936610-737d-47fc-b22b-b82122358518 · outbound

This paper cites A survey of machine learning for urban decision making: Applications in planning, transportation, and healthcare.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning A survey of machine learning for urban decision making: Applications in planning, transportation, and healthcare

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:01:49.450371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c03924e-6e30-4bb7-9db8-15fa1c7af662 · outbound

This paper cites pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:01:49.345770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.