Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:45:55.821811Z
Paper Citation Record · LEDGER
PyPulse: A Python Library for Biosignal Imputation
As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2412.06382.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
Reference resolution
28 of 28 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation fdb4d72a-5878-46e3-8da1-f3571cc21b67 · outbound
This paper cites Nyongesa.
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.257509Z
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 c891f570-d4cc-4e9d-b99b-5506b867fc57 · outbound
This paper cites Missing Value Imputation on Multidimensional Time Series.
PyPulse: A Python Library for Biosignal Imputation Missing Value Imputation on Multidimensional Time Series
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:45:55.702684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d03d7710-c975-40c3-a9ee-46daef953220 · outbound
This paper cites Handling missing data in multivariate time series using a vector autoregressive model-imputation (var-im) algorithm.
PyPulse: A Python Library for Biosignal Imputation Handling missing data in multivariate time series using a vector autoregressive model-imputation (var-im) algorithm
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.243165Z
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 ba16f50d-5138-46d9-899b-5a0f2c1b656d · outbound
This paper cites The impact of missing data on heart rate variability features: A comparative study of interpolation methods for ambulatory health monitoring.
PyPulse: A Python Library for Biosignal Imputation The impact of missing data on heart rate variability features: A comparative study of interpolation methods for ambulatory health monitoring
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.228605Z
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 7277ea01-b56a-4271-8f92-8ecab0457e64 · outbound
This paper cites Brits: Bidirectional recurrent imputation for time series.
PyPulse: A Python Library for Biosignal Imputation Brits: Bidirectional recurrent imputation for time series
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.214205Z
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 819843a7-700e-4356-8d80-bcbdbdb93deb · outbound
This paper cites Brits: Bidirectional recurrent imputation for time series, 2018 b.
PyPulse: A Python Library for Biosignal Imputation Brits: Bidirectional recurrent imputation for time series, 2018 b
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.200352Z
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 7935bb50-7eb9-4d54-b93f-14cd36e51efd · outbound
This paper cites Smokingopp: Detecting the smoking'opportunity'context using mobile sensors.
PyPulse: A Python Library for Biosignal Imputation Smokingopp: Detecting the smoking'opportunity'context using mobile sensors
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.185294Z
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 ad56025b-0614-4ccc-8d79-5714374091c6 · outbound
This paper cites Internet of health things: Toward intelligent vital signs monitoring in hospital wards.
PyPulse: A Python Library for Biosignal Imputation Internet of health things: Toward intelligent vital signs monitoring in hospital wards
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.170264Z
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 ac5621ab-cbcd-4cc3-83e1-c39b1b8d3433 · outbound
This paper cites An improved method of handling missing values in the analysis of sample entropy for continuous monitoring of physiological signals.
PyPulse: A Python Library for Biosignal Imputation An improved method of handling missing values in the analysis of sample entropy for continuous monitoring of physiological signals
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.155562Z
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 9cb9c5a1-3155-4f7d-97bf-f78ab0745d58 · outbound
This paper cites Autosense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field.
PyPulse: A Python Library for Biosignal Imputation Autosense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.141234Z
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 1f720f92-4360-4c9d-bbb4-8971d2fb5c78 · outbound
This paper cites Generative adversarial imitation learning.
PyPulse: A Python Library for Biosignal Imputation Generative adversarial imitation learning
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.126943Z
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 7171de2e-7d8d-466f-9f27-8810ad647527 · outbound
This paper cites Uncertainty-gated stochastic sequential model for ehr mortality prediction.
PyPulse: A Python Library for Biosignal Imputation Uncertainty-gated stochastic sequential model for ehr mortality prediction
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.111176Z
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 21a0afa5-5ed8-4c21-9947-b3970a4d6c9f · outbound
This paper cites Comparison of the most influential missing data imputation algorithms for healthcare.
PyPulse: A Python Library for Biosignal Imputation Comparison of the most influential missing data imputation algorithms for healthcare
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.096978Z
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 a66ea70e-f154-4163-acf2-f1f77f1efdb2 · outbound
This paper cites Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting.
PyPulse: A Python Library for Biosignal Imputation Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.081582Z
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 605a9b0d-0ab1-4422-a6a1-3e5a6723748a · outbound
This paper cites Naomi: Non-autoregressive multiresolution sequence imputation.
PyPulse: A Python Library for Biosignal Imputation Naomi: Non-autoregressive multiresolution sequence imputation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.065185Z
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 fcde73b9-d98d-4f82-88c5-19952b8aa973 · outbound
This paper cites Missing value imputation and normalization techniques in myocardial infarction.
PyPulse: A Python Library for Biosignal Imputation Missing value imputation and normalization techniques in myocardial infarction
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.051017Z
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 40484fd6-249e-4dc5-afee-ae79b62caf6a · outbound
This paper cites A real-time ppg quality assessment approach for healthcare internet-of-things.
PyPulse: A Python Library for Biosignal Imputation A real-time ppg quality assessment approach for healthcare internet-of-things
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.037210Z
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 59c23d59-b0bf-4575-906b-c0a77a6e743d · outbound
This paper cites Just-in-time adaptive interventions (jitais) in mobile health: key components and design principles for ongoing health behavior support.
PyPulse: A Python Library for Biosignal Imputation Just-in-time adaptive interventions (jitais) in mobile health: key components and design principles for ongoing health behavior support
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.023146Z
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 4487b4ea-30ec-4f9b-9b3b-96ffa6457f3a · outbound
This paper cites Quality assessment for the photoplethysmogram (ppg).
PyPulse: A Python Library for Biosignal Imputation Quality assessment for the photoplethysmogram (ppg)
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:56.008874Z
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 31c321e2-bc61-475f-a4a5-20c8737b4a7c · outbound
This paper cites Missing data and multiple imputation in clinical epidemiological research.
PyPulse: A Python Library for Biosignal Imputation Missing data and multiple imputation in clinical epidemiological research
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.994852Z
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 8a339f60-efcc-4eea-8b1d-6f05a7a538c8 · outbound
This paper cites Mahbubur Rahman, Sozo Inoue, Sanjay Saha, Fida Chowdhury, Rummana Bari, Gabriela Zapata-Lancaster, Sasu Tarkoma, John Williams, Sheikh Iqbal Ahamed, and Santosh Kumar.
PyPulse: A Python Library for Biosignal Imputation Mahbubur Rahman, Sozo Inoue, Sanjay Saha, Fida Chowdhury, Rummana Bari, Gabriela Zapata-Lancaster, Sasu Tarkoma, John Williams, Sheikh Iqbal Ahamed, and Santosh Kumar
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:45:55.790573Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4274a279-7388-47fc-ae4c-998aff7b84ac · outbound
This paper cites Combining fourier and lagged k-nearest neighbor imputation for biomedical time series data.
PyPulse: A Python Library for Biosignal Imputation Combining fourier and lagged k-nearest neighbor imputation for biomedical time series data
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.980576Z
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 de1b2376-4948-424a-be9c-1546ad328e64 · outbound
This paper cites an unresolved cited work.
PyPulse: A Python Library for Biosignal Imputation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:45:55.965361Z
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 9cb87035-9ed8-419e-b59b-4fd08ebc5f5b · outbound
This paper cites Wearable devices for continuous monitoring of biosignals: Challenges and opportunities.
PyPulse: A Python Library for Biosignal Imputation Wearable devices for continuous monitoring of biosignals: Challenges and opportunities
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.948801Z
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 8730c7ac-fa84-45f8-ac43-f2b983429180 · outbound
This paper cites Coherence between decomposed components of wrist and finger ppg signals by imputing missing features and resolving ambiguous features.
PyPulse: A Python Library for Biosignal Imputation Coherence between decomposed components of wrist and finger ppg signals by imputing missing features and resolving ambiguous features
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.933927Z
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 27cda661-3720-406b-9741-f0611814cefc · outbound
This paper cites Attention is all you need.
PyPulse: A Python Library for Biosignal Imputation Attention is all you need
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.918455Z
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 592b0961-6f19-42bb-88c3-f026d650ca8e · outbound
This paper cites Xu, Alexander Moreno, Supriya Nagesh, V.
PyPulse: A Python Library for Biosignal Imputation Xu, Alexander Moreno, Supriya Nagesh, V
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.903576Z
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 eedaba4d-6197-4813-8a2f-71b826bab6a7 · outbound
This paper cites Missing value estimation methods research for arrhythmia classification using the modified kernel difference-weighted knn algorithms.
PyPulse: A Python Library for Biosignal Imputation Missing value estimation methods research for arrhythmia classification using the modified kernel difference-weighted knn algorithms
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:45:55.887836Z
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.
Pith citing papers
No inbound Pith citation observations are available.