Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:53:13.554331Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.01581.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:53:13.554331Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
17 of 17 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c8dc59d9-b71f-44c3-b7a7-5b5b39de7f8b · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Precise Posi- tioning of Marketing and Behavior Intentions of Location-based Mobile Commerce in the Internet of Things,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e4bf003c-db28-4562-bdf9-4a74ec9fb5bd · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Hinch, Outdoor Navigation with GPS
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9f1ce519-bf7c-48b6-8fe3-59cfcc46cd10 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Deep Learning based Data Recovery for Localization,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 82745778-60fd-4267-98c9-972ada394c15 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Mobile Positioning using Wireless Networks: Possibilities and Fundamental Limitations based on Available Wireless Network Measurements,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e1c70a72-ef1a-4957-b26f-526d7ff79058 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Network-based Wireless Location: Challenges Faced in Developing Techniques for Accurate Wireless Location Information,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4c7c226c-67b1-4443-b304-d05465c1faf1 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning FedLoc: Federated Learning Framework for Data-Driven Cooperative Localization and Location Data Processing,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3b166a9f-504d-4894-b2c9-1353b7d55681 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A Survey of Machine Learning for Indoor Positioning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6ad28bf5-1e7e-4692-8444-744331f7d008 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Toward Smart Security Enhancement of Federated Learning Networks,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9481a732-8e0f-4351-b172-2ca0459ef040 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning How Apple and Google are Enabling Covid-19 Blue- tooth Contact-Tracing,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a00138b8-bbec-4b4b-b7cc-d71c0c3a9be1 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Federated learning for internet of things: A comprehensive survey,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dd877a8-6049-405b-ad22-8e8c24f858f2 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Confidential- ity Preserved Federated Learning for Indoor Localization Using Wi-Fi Fingerprinting,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8f10ab74-579b-41b6-8200-d3b85c3c9cf1 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Federated Learning based Hierarchical 3D Indoor Localization,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e884b9cd-1460-44a9-8fd3-99826ef206ec · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning UJIIndoorLoc: A New Multi-Building and Multi-Floor Database for WLAN Fingerprint-based Indoor Localization Problems,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 40f4428d-2135-475e-9ffd-ffdd2ad53733 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning The Future of Digital Health with Federated Learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 76bd74cb-358e-42b9-b8c5-95f1226957d7 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Comprehensive Analysis of Distance and Similarity Measures for Wi- Fi Fingerprinting Indoor Positioning Systems,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3eeb097c-1f8f-4c3f-8cc4-ddfcba6329b8 · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A Comprehensive Survey of Deep Learning Models based on Keras Framework,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2f47993e-a409-4208-9480-012e5c92997d · outbound
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A realistic evaluation of indoor positioning systems based on wi-fi fingerprinting: The 2015 evaal–etri competition,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
No inbound Pith citation observations are available.