Towards the efficacy of federated prediction for epidemics on networks | Paper Citation Record

Observation 3f74e03f-99e3-45d6-aefe-676ade5d649f · outbound

This paper cites Essai d’une nouvelle analyse de la mortalit´ e caus´ ee par la petite v´ erole, et des avantages de l’inoculation pour la pr´ evenir,.

Towards the efficacy of federated prediction for epidemics on networks Essai d’une nouvelle analyse de la mortalit´ e caus´ ee par la petite v´ erole, et des avantages de l’inoculation pour la pr´ evenir,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:04.027782Z

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Observation 76edd2b7-e6ea-423b-b39e-b804cfa471af · outbound

This paper cites Epidemic processes in complex networks,.

Towards the efficacy of federated prediction for epidemics on networks Epidemic processes in complex networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:04.015477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d320c648-e73b-4afa-944b-4a6965f93627 · outbound

This paper cites Mitigation of cascading failures in complex networks,.

Towards the efficacy of federated prediction for epidemics on networks Mitigation of cascading failures in complex networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:04.004257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dace284f-2b6e-45bc-a77b-ddca81456891 · outbound

This paper cites The spread of true and false news online,.

Towards the efficacy of federated prediction for epidemics on networks The spread of true and false news online,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.992204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47e7e6a4-c6c1-4ad2-84f9-59bc2883ef14 · outbound

This paper cites Prediction of covid-19 corona virus pandemic based on time series data using support vector machine,.

Towards the efficacy of federated prediction for epidemics on networks Prediction of covid-19 corona virus pandemic based on time series data using support vector machine,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.980078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1630ff38-a6ec-4dbd-97f3-4380937e1d72 · outbound

This paper cites Optimal induced spreading of SIS epidemics in networks,.

Towards the efficacy of federated prediction for epidemics on networks Optimal induced spreading of SIS epidemics in networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.968471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 39885d54-ee99-4fb0-9e42-5a0aebecf52f · outbound

This paper cites A review on the long short-term memory model,.

Towards the efficacy of federated prediction for epidemics on networks A review on the long short-term memory model,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.956924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 40b6bb22-12e9-42a8-a92b-f55f1d9553d0 · outbound

This paper cites A comprehensive survey on graph neural networks,.

Towards the efficacy of federated prediction for epidemics on networks A comprehensive survey on graph neural networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.945385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 588e846f-3696-4dd4-aa02-568b7c6dc7f6 · outbound

This paper cites Tgcn: Tag graph convo- lutional network for tag-aware recommendation,.

Towards the efficacy of federated prediction for epidemics on networks Tgcn: Tag graph convo- lutional network for tag-aware recommendation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.933881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95e3b75e-9fa4-43fa-b852-c4b07e3dbf26 · outbound

This paper cites Spatial-temporal fusion graph neural networks for traffic flow forecasting,.

Towards the efficacy of federated prediction for epidemics on networks Spatial-temporal fusion graph neural networks for traffic flow forecasting,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:51:03.104867Z

Source-reported events for the cited work

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Observation aa8818e2-99ee-461a-920c-88fa22f18871 · outbound

This paper cites Drug discovery with explainable artificial intel- ligence,.

Towards the efficacy of federated prediction for epidemics on networks Drug discovery with explainable artificial intel- ligence,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.914762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee11c94e-2060-4920-8742-a907f2da6f62 · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

Towards the efficacy of federated prediction for epidemics on networks Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T23:51:03.113868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3337eb7c-7db3-4dd9-a3a6-4ea17010a34b · outbound

This paper cites Federated learning-based private medical knowledge graph for epidemic surveillance in internet of things,.

Towards the efficacy of federated prediction for epidemics on networks Federated learning-based private medical knowledge graph for epidemic surveillance in internet of things,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.903728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a30fcfd-f0d1-46eb-a45f-3698b1f6c8a2 · outbound

This paper cites Iomt: A covid-19 healthcare system driven by federated learning and blockchain,.

Towards the efficacy of federated prediction for epidemics on networks Iomt: A covid-19 healthcare system driven by federated learning and blockchain,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.892900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08c450bd-517a-4222-b6ab-eafdd4d278c8 · outbound

This paper cites Privacy-preserving individual-level covid- 19 infection prediction via federated graph learning,.

Towards the efficacy of federated prediction for epidemics on networks Privacy-preserving individual-level covid- 19 infection prediction via federated graph learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.882104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 020f8e8a-41a0-48a9-bfd9-538b2a466d8f · outbound

This paper cites Analysis of mobility based covid-19 epidemic model using federated multitask learning,.

Towards the efficacy of federated prediction for epidemics on networks Analysis of mobility based covid-19 epidemic model using federated multitask learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.871272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 91cb9f0b-0ba9-475e-abf2-96331dc703ab · outbound

This paper cites Stgat: Modeling spatial-temporal interactions for human trajectory prediction,.

Towards the efficacy of federated prediction for epidemics on networks Stgat: Modeling spatial-temporal interactions for human trajectory prediction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.860120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee74ded7-f198-4fb5-8727-4b95e83bca4c · outbound

This paper cites an unresolved cited work.

Towards the efficacy of federated prediction for epidemics on networks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:51:03.849410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57420700-faaf-46b7-889d-62b4562964c3 · outbound

This paper cites Epidemic dynamics and endemic states in complex net- works,.

Towards the efficacy of federated prediction for epidemics on networks Epidemic dynamics and endemic states in complex net- works,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.838883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 68dd1efc-826f-4a15-9bc2-12c511064d01 · outbound

This paper cites Van Mieghem, Performance analysis of complex networks and systems.

Towards the efficacy of federated prediction for epidemics on networks Van Mieghem, Performance analysis of complex networks and systems

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.827853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73ba62c4-b441-4e5d-9b80-7a614aa12cb0 · outbound

This paper cites Thresholds for epidemic spreading in networks,.

Towards the efficacy of federated prediction for epidemics on networks Thresholds for epidemic spreading in networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.816286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 386361cb-0188-4410-a168-150ed3f2bafa · outbound

This paper cites Non-Markovian infection spread dramatically alters the susceptible-infected-susceptible epidemic threshold in networks,.

Towards the efficacy of federated prediction for epidemics on networks Non-Markovian infection spread dramatically alters the susceptible-infected-susceptible epidemic threshold in networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.804889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ffa20c26-b8b8-4f5f-9b1a-a7f4ba28bdf0 · outbound

This paper cites Virus spread in networks,.

Towards the efficacy of federated prediction for epidemics on networks Virus spread in networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.793657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d6f8259a-311c-42fa-9e01-9af221c126c5 · outbound

This paper cites The spreading time in SIS epidemics on networks,.

Towards the efficacy of federated prediction for epidemics on networks The spreading time in SIS epidemics on networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.780878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f999a9fb-0194-42d6-991c-7fee22bd8796 · outbound

This paper cites An SIR VS epidemic model with pulse vaccination strategy,.

Towards the efficacy of federated prediction for epidemics on networks An SIR VS epidemic model with pulse vaccination strategy,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.767391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8ff2fd47-66c2-42a5-a0ef-cb2054735079 · outbound

This paper cites Critical behavior of the sis epidemic model with time- dependent infection rate,.

Towards the efficacy of federated prediction for epidemics on networks Critical behavior of the sis epidemic model with time- dependent infection rate,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.755416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cfec32f7-81f8-406a-bd2b-3d44ed4383f8 · outbound

This paper cites Group-based general epidemic modeling for spreading processes on networks: Groupgem,.

Towards the efficacy of federated prediction for epidemics on networks Group-based general epidemic modeling for spreading processes on networks: Groupgem,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.743577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5418f08-8a9c-493c-b073-0909fb3552a0 · outbound

This paper cites Epidemic outbreaks in networks with equitable or almost-equitable partitions,.

Towards the efficacy of federated prediction for epidemics on networks Epidemic outbreaks in networks with equitable or almost-equitable partitions,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.730783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00a4bd53-f6fa-4826-815b-197f9ac0e6aa · outbound

This paper cites Epidemic diffusion network of spain: A mobility model to characterize the transmission routes of disease,.

Towards the efficacy of federated prediction for epidemics on networks Epidemic diffusion network of spain: A mobility model to characterize the transmission routes of disease,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.718899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f62e51f4-fa56-45d1-a502-f7361d7171aa · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Towards the efficacy of federated prediction for epidemics on networks Communication-efficient learning of deep networks from decentralized data,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T23:51:03.181382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a714b0f-728a-4aa4-a8e3-50ed53add7fd · outbound

This paper cites Federated optimization in heterogeneous networks,.

Towards the efficacy of federated prediction for epidemics on networks Federated optimization in heterogeneous networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.698311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea694f73-f3e9-442c-9092-5ddac88b88a6 · outbound

This paper cites Human mobility and the global spread of infectious diseases: a focus on air travel,.

Towards the efficacy of federated prediction for epidemics on networks Human mobility and the global spread of infectious diseases: a focus on air travel,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.687164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 457339f9-a3c6-4719-8947-a7bd608a3e5c · outbound

This paper cites The influence of passenger air traffic on the spread of covid-19 in the world,.

Towards the efficacy of federated prediction for epidemics on networks The influence of passenger air traffic on the spread of covid-19 in the world,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.676775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4226ce0f-9d9e-40d8-bb70-7b7c8e1549ed · outbound

This paper cites Algebraic connectivity of graphs,.

Towards the efficacy of federated prediction for epidemics on networks Algebraic connectivity of graphs,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.666130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 689124ea-d351-4279-b2e1-a6a617e89efa · outbound

This paper cites An efficient heuristic procedure for partitioning graphs,.

Towards the efficacy of federated prediction for epidemics on networks An efficient heuristic procedure for partitioning graphs,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.654879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 05d4bb99-38f5-4c7a-9e81-34c4fa0b924c · outbound

This paper cites Localization and spreading of diseases in complex networks,.

Towards the efficacy of federated prediction for epidemics on networks Localization and spreading of diseases in complex networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.643834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9c496710-de23-49ee-832e-2433f5ae0234 · outbound

This paper cites Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models,.

Towards the efficacy of federated prediction for epidemics on networks Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.632714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3db077ec-4bba-4553-82af-99cea9f4cae3 · outbound

This paper cites A systematic literature review of time series methods applied to epidemic prediction,.

Towards the efficacy of federated prediction for epidemics on networks A systematic literature review of time series methods applied to epidemic prediction,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.621636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f31c3be-be06-4e25-8a46-5136e9f4dbca · outbound

This paper cites Epidemic prediction algorithm based on deep learning and epi- demic dynamics,.

Towards the efficacy of federated prediction for epidemics on networks Epidemic prediction algorithm based on deep learning and epi- demic dynamics,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.610809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 952f2236-dafa-40f0-b544-76da176e19b0 · outbound

This paper cites Predictions for covid-19 with deep learning models of lstm, gru and bi-lstm,.

Towards the efficacy of federated prediction for epidemics on networks Predictions for covid-19 with deep learning models of lstm, gru and bi-lstm,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.599333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bed1ddb4-bfc9-4b76-80a8-646b1d3f8ad0 · outbound

This paper cites Interaction-temporal gcn: a hybrid deep framework for covid-19 pandemic analysis,.

Towards the efficacy of federated prediction for epidemics on networks Interaction-temporal gcn: a hybrid deep framework for covid-19 pandemic analysis,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.588698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b9e71e9-5ff2-479e-b0d0-72d00b349db9 · outbound

This paper cites Stan: spatio-temporal attention network for pandemic prediction using real-world evidence,.

Towards the efficacy of federated prediction for epidemics on networks Stan: spatio-temporal attention network for pandemic prediction using real-world evidence,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.577058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98bc12a8-2ff4-4fac-973b-b0dc3f068e67 · outbound

This paper cites A review of graph neural networks in epidemic modeling,.

Towards the efficacy of federated prediction for epidemics on networks A review of graph neural networks in epidemic modeling,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.565969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0092ec3-49cf-4130-95fd-7e452e5d6f42 · outbound

This paper cites Why is it difficult to accurately predict the covid-19 epidemic?.

Towards the efficacy of federated prediction for epidemics on networks Why is it difficult to accurately predict the covid-19 epidemic?

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.555339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f66a227c-4219-428f-bc2f-c3ad4c985a82 · outbound

This paper cites Real-time epidemic forecasting: challenges and opportunities,.

Towards the efficacy of federated prediction for epidemics on networks Real-time epidemic forecasting: challenges and opportunities,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.544302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 053cd04f-0fa6-4ec6-a126-66786a3b944f · outbound

This paper cites On the uncertainty of real-time predictions of epidemic growths: A covid-19 case study for china and italy,.

Towards the efficacy of federated prediction for epidemics on networks On the uncertainty of real-time predictions of epidemic growths: A covid-19 case study for china and italy,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.533939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 411a4556-2c26-4c51-a5a6-8171885005d7 · outbound

This paper cites Big data analytics for epidemic forecasting: Policy frameworks and technical approaches,.

Towards the efficacy of federated prediction for epidemics on networks Big data analytics for epidemic forecasting: Policy frameworks and technical approaches,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.522743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c46fba9-8778-4785-b4d9-5098a0842d90 · outbound

This paper cites A review of applications in federated learning,.

Towards the efficacy of federated prediction for epidemics on networks A review of applications in federated learning,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.511137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd04621e-fe13-4eb0-9d78-da072e4db82c · outbound

This paper cites Privacy preserving time-series forecasting of user health data streams,.

Towards the efficacy of federated prediction for epidemics on networks Privacy preserving time-series forecasting of user health data streams,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.500313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation daa407a0-5aed-4258-8cce-ccb7505a4464 · outbound

This paper cites Leveraging asynchronous federated learning to predict customers financial distress,.

Towards the efficacy of federated prediction for epidemics on networks Leveraging asynchronous federated learning to predict customers financial distress,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.489004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4f2ab524-e0ae-42d9-87a5-35da06d7ced7 · outbound

This paper cites Deep anomaly detection for time-series data in industrial iot: A communication-efficient on-device federated learning approach,.

Towards the efficacy of federated prediction for epidemics on networks Deep anomaly detection for time-series data in industrial iot: A communication-efficient on-device federated learning approach,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.477772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b4453c5f-cb98-4d2b-a17a-6cb5c0adf31e · outbound

This paper cites Stochastic Controlled Averaging for Federated Learning with Communication Compression.

Towards the efficacy of federated prediction for epidemics on networks Stochastic Controlled Averaging for Federated Learning with Communication Compression

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:51:03.394910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 362879ff-1cd1-4c2d-a5bb-33a31353db17 · outbound

This paper cites Retracted: Personalized federated learning framework for network traffic anomaly detection,.

Towards the efficacy of federated prediction for epidemics on networks Retracted: Personalized federated learning framework for network traffic anomaly detection,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.465729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d65c00bf-6032-41e6-9ddb-a4e38b38bfff · outbound

This paper cites Multi-task federated learning-based system anomaly detection and multi-classification for microservices architecture,.

Towards the efficacy of federated prediction for epidemics on networks Multi-task federated learning-based system anomaly detection and multi-classification for microservices architecture,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.453070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6270d24e-3f75-4a40-9c57-7db90eb9dd07 · outbound

This paper cites Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning.

Towards the efficacy of federated prediction for epidemics on networks Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T23:51:03.274183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24695b10-298d-4855-a645-1e354947c1d6 · outbound

This paper cites FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments.

Towards the efficacy of federated prediction for epidemics on networks FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:51:03.367457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0f87fbf-9ce6-431a-8fea-fc202fa84033 · outbound

This paper cites Federated learning for heterogeneous electronic health records utilising augmented temporal graph attention networks,.

Towards the efficacy of federated prediction for epidemics on networks Federated learning for heterogeneous electronic health records utilising augmented temporal graph attention networks,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.441772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d28b866-4ff8-406d-a506-259f57567021 · outbound

This paper cites A decentralized federated learning-based spatial–temporal model for freight traffic speed forecasting,.

Towards the efficacy of federated prediction for epidemics on networks A decentralized federated learning-based spatial–temporal model for freight traffic speed forecasting,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.430460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 37335f89-d0dc-42ad-8035-b5520ccfdbdc · outbound

This paper cites The Merit of River Network Topology for Neural Flood Forecasting.

Towards the efficacy of federated prediction for epidemics on networks The Merit of River Network Topology for Neural Flood Forecasting

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:51:03.351372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d89c794-0245-477b-bb6b-d3624715ec0a · outbound

This paper cites Universal resilience patterns in complex networks,.

Towards the efficacy of federated prediction for epidemics on networks Universal resilience patterns in complex networks,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:51:03.417720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8f9bfc84-c842-4c92-966a-913b06eb91d8 · outbound

This paper cites Heterogeneity induced localization of traffic congestion on networks.

Towards the efficacy of federated prediction for epidemics on networks Heterogeneity induced localization of traffic congestion on networks

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:51:03.335399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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