Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T22:27:05.657926Z
Paper Citation Record · LEDGER
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia
As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2502.09173.
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 2026-08-08T06:32:00.761636+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
15 of 15 outbound references displayed
- verified exact0
- verified fuzzy5
- unresolved9
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 505d7d2f-6477-4bdd-9d82-06d24aa21a41 · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.822696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4eb31092-5e38-4e86-9a09-b613aa03f458 · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.812745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 83d04cf6-6e7d-4209-8199-0f61458cf01a · outbound
This paper cites Decoupled Weight Decay Regularization.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Decoupled Weight Decay Regularization
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T22:27:05.616786Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ca3d491-4c11-48c7-8077-15e630c7b80e · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.791205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e50ce1d-622a-44e1-b225-65ca9b241426 · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.780343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b24f0571-fed9-4c2b-852f-e5793056df33 · outbound
This paper cites In State 1, the frequency of kitchen visits is markedly elevated, significantly ex- ceeding the mean observed in other states.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia In State 1, the frequency of kitchen visits is markedly elevated, significantly ex- ceeding the mean observed in other states
Reference 6
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T22:27:05.718182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5265f090-7904-4c2e-8db3-901e7442d256 · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.801880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f11232b8-1887-4958-bb8e-6a8994dcc69c · outbound
This paper cites an unresolved cited work.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T22:27:05.769045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 172c7119-5a53-4656-aa7a-8ec967a4885f · outbound
This paper cites • State 5 and 2 exhibits strong negative correlation (- 0.17 and -0.12), potentially indicating cognitive sta- bility or improvement.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia • State 5 and 2 exhibits strong negative correlation (- 0.17 and -0.12), potentially indicating cognitive sta- bility or improvement
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T22:27:05.758891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23585e75-491c-4dd4-89f8-3c1ef1445232 · outbound
This paper cites • Strong positive correlation (0.33) in State 5, further supporting cognitive improvement hypothesis.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia • Strong positive correlation (0.33) in State 5, further supporting cognitive improvement hypothesis
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T22:27:05.748969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee14fdcd-132e-4701-8bae-9a8f0c5105fe · outbound
This paper cites • Negative correlations in States 1 and 3 (-0.25 and -0.25), indicating patterns more characteristic of younger participants.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia • Negative correlations in States 1 and 3 (-0.25 and -0.25), indicating patterns more characteristic of younger participants
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T22:27:05.739282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 22c14df8-7754-404d-a013-094b5f14d4e9 · outbound
This paper cites • Strong positive correlation (0.29) of Total MMSE Score in State 5, supporting better cognitive function.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia • Strong positive correlation (0.29) of Total MMSE Score in State 5, supporting better cognitive function
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T22:27:05.728830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88629cc0-c338-4644-8e4e-4199363cc19e · outbound
This paper cites Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T22:27:05.612867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4ea7d11-799e-4a7e-91f6-3e21ee77f66a · outbound
This paper cites MTEB: Massive Text Embedding Benchmark.
Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia MTEB: Massive Text Embedding Benchmark
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T22:27:05.620691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b29f8a7-abc1-4d37-884f-3c6b726becbb · outbound
This paper cites Brown, T.
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T22:27:05.832395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.