Paper Citation Record · LEDGER

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:1908.00758.

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

pith.paper-citation-record.v1
1908.00758 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:36:18.181146Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

34 of 34 outbound references displayed

verified exact8
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a59778b-afef-40e5-afbc-f8efe080ff72 · outbound

This paper cites IEEE Communications Surveys & Tutorials 16(1), 414–454.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection IEEE Communications Surveys & Tutorials 16(1), 414–454

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:19.732030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae5e90a7-0c74-4a6a-bf09-69b7aa10a80f · outbound

This paper cites D, Miluzzo E, Lu H, Peebles D, Choudhury T, Campbell A.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection D, Miluzzo E, Lu H, Peebles D, Choudhury T, Campbell A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.013118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19970d84-274e-4ee3-9008-8c0ca7a178c9 · outbound

This paper cites Sensors 16(2), 268.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Sensors 16(2), 268

Reference 3

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.380165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1dddff64-4774-4551-a91b-535eabf96556 · outbound

This paper cites doi:10.3390/s16101563.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection doi:10.3390/s16101563

Reference 4

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.363765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7b85c1c9-d867-4856-bd11-832b3da17290 · outbound

This paper cites Proceedings of the 8th USENIX conference on Networked systems design and implementation (NSDI’11), 281–294.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 8th USENIX conference on Networked systems design and implementation (NSDI’11), 281–294

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.826792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 893162c2-c4bb-4719-99e0-32cee113edb9 · outbound

This paper cites The 11th International Symposium on Location Based Services.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection The 11th International Symposium on Location Based Services

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.810738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d031f28e-6d92-42ad-ac9f-0f17de2e5650 · outbound

This paper cites Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 113–.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 113–

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.794307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec555dee-64be-4fc1-b79a-18ab3184dce0 · outbound

This paper cites C, Goncalves J, Ferreira D, Hosio S, Kostakos V (2017) Environmental exposure assessment using indoor/outdoor detection on smartphones.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection C, Goncalves J, Ferreira D, Hosio S, Kostakos V (2017) Environmental exposure assessment using indoor/outdoor detection on smartphones

Reference 8

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.347651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5b7aa012-877a-4c4e-bfc4-d80176946891 · outbound

This paper cites K (2014) A semi-supervised learning approach for robust indoor-outdoor detection with smartphones.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection K (2014) A semi-supervised learning approach for robust indoor-outdoor detection with smartphones

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.055170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c50322f-34a6-431d-ac2d-e20164e640fb · outbound

This paper cites Proceedings of the 11th International Conference on Mobile and 22 Ubiquitous Systems: Computing, Networking and Services (MobiQuitous '14), 352–353.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 11th International Conference on Mobile and 22 Ubiquitous Systems: Computing, Networking and Services (MobiQuitous '14), 352–353

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T15:36:19.320514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 42543449-bd1e-4a28-980c-f49bd1695dd1 · outbound

This paper cites N, Karnal H, Hogrefe D (2015) Knowledge-assisted location-adaptive technique for indoor-outdoor detection in e-learning.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection N, Karnal H, Hogrefe D (2015) Knowledge-assisted location-adaptive technique for indoor-outdoor detection in e-learning

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:19.248868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2ee4cf0b-715f-4879-a19e-fe51a9e496fd · outbound

This paper cites H (2016) Towards area classification for large-scale fingerprint-based system.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection H (2016) Towards area classification for large-scale fingerprint-based system

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.071547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c9ce1e-74d9-490f-aa71-787a43ee74f7 · outbound

This paper cites Anagnostopoulos, Michel Deriaz (2015) Automatic switching between indoor and outdoor position providers.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Anagnostopoulos, Michel Deriaz (2015) Automatic switching between indoor and outdoor position providers

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:19.114903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation adc1b75b-57bd-496b-a08c-4ee84bc83bdb · outbound

This paper cites E (2009) Learning from imbalanced data.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection E (2009) Learning from imbalanced data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.081397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c30a32-b281-4daa-8c55-8d39fc74e851 · outbound

This paper cites Singapore: World Scientific, 34 and 43.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Singapore: World Scientific, 34 and 43

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.779197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 841905e4-3d5c-4562-87a0-142adba01bb1 · outbound

This paper cites X (2005) Using AUC and accuracy in evaluating learning algorithms.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection X (2005) Using AUC and accuracy in evaluating learning algorithms

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.090855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fabc6cfe-e0a2-47da-8f73-5816df5a4608 · outbound

This paper cites N (2000) RADAR: an in-building RF-based user location and tracking system.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection N (2000) RADAR: an in-building RF-based user location and tracking system

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:19.040023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5b856535-9455-4b28-9540-8ff33e9f4bc7 · outbound

This paper cites N (2010) Indoor localization without the pain.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection N (2010) Indoor localization without the pain

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:18.958120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e908392-b0bc-4a88-bc87-03ed7c7ba4ff · outbound

This paper cites R (2012) No Need to War-Drive: Unsupervised Indoor 23 Localization.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection R (2012) No Need to War-Drive: Unsupervised Indoor 23 Localization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.110209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36a1b03-1a54-445e-8f0d-462d6ab2e368 · outbound

This paper cites ACM Transactions on Sensor Networks (TOSN) 13(2).

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection ACM Transactions on Sensor Networks (TOSN) 13(2)

Reference 21

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.309175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4b5b341b-be2d-47d1-a725-eb07fc816075 · outbound

This paper cites Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous '12), 212–223.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous '12), 212–223

Reference 22

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.293583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 18732f39-8218-49b3-b6cb-2045bdbacdae · outbound

This paper cites IEEE Transactions on Parallel and Distributed Systems 24(4), 839–848.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection IEEE Transactions on Parallel and Distributed Systems 24(4), 839–848

Reference 23

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.277374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1bab2ff2-22ce-49c3-bb12-cfc3231a88fe · outbound

This paper cites IEEE Transactions on Multimedia 15(4), 858–869.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection IEEE Transactions on Multimedia 15(4), 858–869

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.130747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8456dad0-a381-4699-ad7b-bad11e34568d · outbound

This paper cites IEEE 13th International Conference on Mobile Data Management (MDM), 282–287.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection IEEE 13th International Conference on Mobile Data Management (MDM), 282–287

Reference 25

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.261720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f3bf15e-083c-4ce8-8e3a-9cf675d17220 · outbound

This paper cites Proceedings of the 10th international conference on Pervasive Computing (Pervasive '12), pp.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 10th international conference on Pervasive Computing (Pervasive '12), pp

Reference 26

Resolution: verified exact; doi, observed 2026-08-14T15:36:18.244342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 05e50522-9e8f-41d3-a00a-2992cd51315b · outbound

This paper cites D, Kim Y, Estrin D, Srivastava M.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection D, Kim Y, Estrin D, Srivastava M

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.146512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6856da3e-9cfc-4b9e-82e0-6a912abd71b3 · outbound

This paper cites Proceedings of the 18th annual international conference on Mobile computing and networking (Mobicom '12), 269–280.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Proceedings of the 18th annual international conference on Mobile computing and networking (Mobicom '12), 269–280

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:18.880305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 626fe160-dfa7-4dce-a5e7-779fc421d35b · outbound

This paper cites 2012 International Conference on Indoor Positioning and Indoor Navigation (IPIN) doi: 10.1109/IPIN.2011.6071929.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection 2012 International Conference on Indoor Positioning and Indoor Navigation (IPIN) doi: 10.1109/IPIN.2011.6071929

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:18.576289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ce1dd505-669b-41fd-9ab3-b756a4e49746 · outbound

This paper cites L, Well A.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection L, Well A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.762801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a2816d0-951b-4d30-b400-a2e42a1bef22 · outbound

This paper cites P, Sander J, Xu X (1996) A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection P, Sander J, Xu X (1996) A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:36:19.747722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 01bb86b5-4e14-437f-9fe0-c99bca2ad992 · outbound

This paper cites H (2001) Greedy Function Approximation: A Gradient Boosting Machine.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection H (2001) Greedy Function Approximation: A Gradient Boosting Machine

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.170842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1ed2872-0616-4ecc-883c-b09b79335d90 · outbound

This paper cites Machine Learning 45(1), 5–32.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Machine Learning 45(1), 5–32

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.175921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dcb68ee-7506-44a8-93c9-f6dc3b41835d · outbound

This paper cites J, Kuncheva L.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection J, Kuncheva L

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T15:36:18.181146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03802a66-0866-4c61-91de-13192d9e28da · outbound

This paper cites an unresolved cited work.

Clustering Wi-Fi Fingerprints for Indoor-Outdoor Detection Unresolved cited work

Reference 126

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:36:19.577461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.