Paper Citation Record · LEDGER

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2505.01810.

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

pith.paper-citation-record.v1
2505.01810 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:15:34.973723Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy33
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66ed2260-508e-4e60-95a1-2406a07f5271 · outbound

This paper cites A survey on indoor positioning systems for iot-based applications.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A survey on indoor positioning systems for iot-based applications

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.621666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8bf2ec0-d7ea-4bc3-82f7-8d8795e4fac1 · outbound

This paper cites Indoor positioning system: A review.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Indoor positioning system: A review

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.607814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2fab662-925b-4eca-b98a-d4bedb0514ec · outbound

This paper cites Indoor intelligent fingerprint-based localization: Principles, approaches and challenges.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Indoor intelligent fingerprint-based localization: Principles, approaches and challenges

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.593858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f0ee791-a006-4b4c-87fa-4ff48f07911f · outbound

This paper cites Deep learning methods for fingerprint-based indoor positioning: A review.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Deep learning methods for fingerprint-based indoor positioning: A review

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.580171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81394f0c-0132-4117-a2f1-c26f592e6e4a · outbound

This paper cites Caterpillar: A pure-mlp architecture with shifted-pillars-concatenation.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Caterpillar: A pure-mlp architecture with shifted-pillars-concatenation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.565838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2095c66-6c41-4c86-b4eb-499ef17141ff · outbound

This paper cites A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.551837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6500e26d-238f-408c-b3cc-fe4f4c52e7e2 · outbound

This paper cites Addressing failure prediction by learning model confidence.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Addressing failure prediction by learning model confidence

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.538005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9309e69-5e55-4a6c-bda8-ba74dc122a92 · outbound

This paper cites Positioning using wireless networks: Applications, recent progress and future challenges.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Positioning using wireless networks: Applications, recent progress and future challenges

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.523260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3d1cb81-2564-4229-8803-c62667b1e5b7 · outbound

This paper cites A survey of machine learning for indoor positioning.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A survey of machine learning for indoor positioning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.509037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c863bcf3-9b0d-4a88-b9ba-8ff56620b084 · outbound

This paper cites Robust human locomotion and localization activity recognition over multisensory.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Robust human locomotion and localization activity recognition over multisensory

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.495669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e844eeb9-45d7-4891-adda-c73da445f378 · outbound

This paper cites A survey of methods for explaining black box models.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A survey of methods for explaining black box models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.482801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation abf41e68-b9c4-4d7a-a519-49703f743c2b · outbound

This paper cites Conu: Conformal uncertainty in large language models with correctness coverage guarantees.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Conu: Conformal uncertainty in large language models with correctness coverage guarantees

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.469961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3022002-eedf-47e8-956d-1b2c9397cffd · outbound

This paper cites Sample then identify: A general framework for risk control and assessment in multimodal large language models.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Sample then identify: A general framework for risk control and assessment in multimodal large language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.456014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de157a91-d7b6-4fb0-bb09-5870c3cc0ed4 · outbound

This paper cites Word-sequence entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Word-sequence entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.442130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a9021ee-ace0-4ad6-9740-40cc4eb57065 · outbound

This paper cites Survey on federated learning enabling indoor navigation for industry 4.0 in b5g.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Survey on federated learning enabling indoor navigation for industry 4.0 in b5g

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.427920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed120854-52fc-49b4-8809-de263b25119d · outbound

This paper cites Roadmap on signal processing for next generation measurement systems.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Roadmap on signal processing for next generation measurement systems

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.413839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64531b14-2ec4-44c2-809f-49ee9c413792 · outbound

This paper cites Application and evaluation of quantization for narrow bit-width resampling of sequential monte carlo.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Application and evaluation of quantization for narrow bit-width resampling of sequential monte carlo

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.400207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8078bcc-493c-4af9-b70b-68295fac2fc2 · outbound

This paper cites Method for distributed node metric measurement in wireless sensor networks based on multiple attributes.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Method for distributed node metric measurement in wireless sensor networks based on multiple attributes

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.385999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84768240-cb7a-46b7-af44-f3ece87e6d9a · outbound

This paper cites Zigbee-based indoor location system by k-nearest neighbor algorithm with weighted rssi.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Zigbee-based indoor location system by k-nearest neighbor algorithm with weighted rssi

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.371804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea3c09fb-fc4d-42a4-aa87-452a0c42c057 · outbound

This paper cites Metaloc: Learning to learn wireless localization.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Metaloc: Learning to learn wireless localization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.357998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77ce4fa5-156a-4cd3-b16f-bc7197c7b218 · outbound

This paper cites A novel convolutional neural network based indoor localization framework with wifi fingerprinting.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A novel convolutional neural network based indoor localization framework with wifi fingerprinting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.343804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a76ac9f-7faf-4776-ae32-0df0f5676538 · outbound

This paper cites A survey on ubiquitous wifi-based indoor localization system for smartphone users from implementation perspectives.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A survey on ubiquitous wifi-based indoor localization system for smartphone users from implementation perspectives

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.330894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a99dda5-2d99-44e6-9ff5-449d42125124 · outbound

This paper cites Minloc: Magnetic field patterns-based indoor localization using convolutional neural networks.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Minloc: Magnetic field patterns-based indoor localization using convolutional neural networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.318319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2060fcfd-c0f0-4006-8197-4fa01560cc89 · outbound

This paper cites Indoor localization fusing wifi with smartphone inertial sensors using lstm networks.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Indoor localization fusing wifi with smartphone inertial sensors using lstm networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.305666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e646d1c0-07b6-4330-b72f-4ea264b4b43a · outbound

This paper cites Attention mechanism and lstm network for fingerprint-based indoor location system.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Attention mechanism and lstm network for fingerprint-based indoor location system

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.291918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97676c98-7a60-4487-b1f3-24854dfc345f · outbound

This paper cites A novel multi-modal feature-level fusion scheme for high accurate indoor localization.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees A novel multi-modal feature-level fusion scheme for high accurate indoor localization

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.277134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9e4ab24-0497-466e-9358-f03484dec354 · outbound

This paper cites Enhancing indoor localization with semi-crowdsourced fingerprinting and gan-based data augmentation.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Enhancing indoor localization with semi-crowdsourced fingerprinting and gan-based data augmentation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.261191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b97bcff-577b-42ad-b313-96fd5ff416d3 · outbound

This paper cites Machine learning based indoor localization using wi-fi rssi fingerprints: An overview.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Machine learning based indoor localization using wi-fi rssi fingerprints: An overview

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.246929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77601e9c-52bf-4473-ab5c-17229813d586 · outbound

This paper cites Deepvip: Deep learning-based vehicle indoor positioning using smartphones.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Deepvip: Deep learning-based vehicle indoor positioning using smartphones

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.231787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4702b702-4469-4477-9570-1095692fc296 · outbound

This paper cites The adaptive fingerprint localization in dynamic environment.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees The adaptive fingerprint localization in dynamic environment

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.216821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b85c2f0-7ba9-492b-8021-acbc1f62d7a3 · outbound

This paper cites Wideep: Wifi-based accurate and robust indoor localization system using deep learning.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Wideep: Wifi-based accurate and robust indoor localization system using deep learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.201162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06da5fb6-92d5-4f0c-9709-2535abe6608c · outbound

This paper cites Uncertainty quantification and deep ensembles.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Uncertainty quantification and deep ensembles

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.938462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f701b1-9f95-4db5-8279-8aea2739dfbc · outbound

This paper cites Uncertainty estimation via monte carlo dropout in cnn-based mmwave mimo localization.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Uncertainty estimation via monte carlo dropout in cnn-based mmwave mimo localization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.177270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50f531fd-b0a5-4225-bf04-acc37f8b7d23 · outbound

This paper cites SConU: Selective Conformal Uncertainty in Large Language Models.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees SConU: Selective Conformal Uncertainty in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.946683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca6161f-5621-41b2-a43e-1e0e25fb90b5 · outbound

This paper cites Avariento, Tomás J.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Avariento, Tomás J

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.951207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e139f277-dc7e-42be-ba9d-b724a48e53d9 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.955445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73460e40-d572-4681-9404-2d1e2d09adb6 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.960190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253c9b6e-e94c-4a42-9974-3d08c237300b · outbound

This paper cites Inverted residuals and linear bottlenecks: Mobile networks for classification, detection and segmentation.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Inverted residuals and linear bottlenecks: Mobile networks for classification, detection and segmentation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:15:35.163229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ea86b82-e1e2-484b-8df4-715efcfba236 · outbound

This paper cites Deep residual learning for image recognition.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Deep residual learning for image recognition

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.969345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291fdf03-46af-404f-a72e-096c995d477e · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.973723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.