Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:42:09.097223Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2502.04398.
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 2026-08-09T00:42:09.097223Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 59ee2c07-96ff-4538-a3e2-799dda0a93bf · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Helena: Real-time contact-free monitoring of sleep ac- tivities and events around the bed,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 599b72cb-6cac-48b8-9a64-8d8785cf27ad · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A predic- tion approach for stock market volatility based on time series data,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ad2aad3d-c073-40c1-9dc2-18c95899bcdf · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A comparison of time series models for forecasting gdp growth and inflation,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 679fd260-4f0e-4510-9520-fc84c240f9e7 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Photovoltaic power forecasting based on ga improved bi-lstm in microgrid without meteorological informa- tion,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 164339eb-9c8f-44f8-9e8c-18c515d6e84a · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Transductive lstm for time-series prediction: An application to weather fore- casting,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b60974fb-cea0-4d27-a539-52b26ca3d6d0 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Children age group detection based on human–computer interaction and time series analysis,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 93d5c005-879c-4ed1-9826-eb74d8ac3e13 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Extract: Strong examples from weakly-labeled sensor data,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b71bd03c-75c4-4cda-a565-7bd7e2b7db1f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Feature extraction tech- niques for human-computer interaction,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fbfebf75-75c9-43ce-9259-27b3bddca72a · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A methodological and structural review of hand gesture recognition across diverse data modali- ties,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 45a593e6-b26b-4267-aed9-2458b73f0f86 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Deep learning for hand gesture recognition in virtual museum using wearable vision sensors,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52e6aa5e-908f-43ca-9bd8-f355c7ef0770 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Middlehurst, J
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8b061f26-8a90-4bba-aaa7-1b1442772128 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Inceptiontime: Finding alexnet for time series classification,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bb00eac-923f-40b4-b237-077207770300 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Multirocket: multiple pooling operators and transfor- mations for fast and effective time series classification,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1547a54b-24f7-4df2-bc38-d990171ec6e8 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Deep learning for time series classification and extrinsic regression: A current survey,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e7110500-bc7a-4bca-a6e4-639e9c3124a5 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Transformers in time series: a survey,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a26cccd6-de86-48f5-bde2-f3fc4415ac8f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Transformers in time- series analysis: A tutorial,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation df5a6186-6038-42e2-a4a8-d854b8901eb7 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics At- tend and diagnose: Clinical time series analysis using attention models,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 73e9fe19-5fb1-4496-ad1a-a440560af6b9 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Fast, ac- curate and explainable time series classification through randomization,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 54b2aa6a-a022-4126-baa8-7d3c7893c58f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics The great multivariate time series classifi- cation bake off: a review and experimental evaluation of recent algorithmic advances,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c4c41a99-92af-4af8-a918-54c2505b3780 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Kamath and J
Reference 20
Source-reported events for the cited work
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Observation 91d0db45-139e-4d69-ae65-1e533fdb91c1 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Explainable ai (xai): Core ideas, techniques, and so- lutions,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 420c5432-fe0f-4869-9f8d-6b2eb8aa66dc · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Survey on ex- plainable ai: techniques, challenges and open issues,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 40092919-837a-47ec-958b-bb606d95f001 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Interpretation of Time-Series Deep Models: A Survey
Reference 23
Source-reported events for the cited work
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Observation 2c3eca1f-54d3-4506-8a43-982a92c8b8e2 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Peeking inside the black- box: a survey on explainable artificial intelligence (xai),
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bb8e889e-933a-464a-9f02-72cc0a14d19d · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Explainable ai for time series classification: a review, taxonomy and research directions,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cb1bd0e6-c03f-4372-bb88-231d59a284c8 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Efficient and precise interactive hand tracking through joint, continuous optimization of pose and cor- respondences,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 79a3391a-5054-4338-8d4f-4f1f2fb427dd · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Survey on 3d hand gesture recognition,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 159c7a8a-cfe1-43ea-8c6d-b90801dff42f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Finexus: Track- ing precise motions of multiple fingertips using mag- netic sensing,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b8768182-66b3-413a-bc7a-5c9668408dcf · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Reach prediction using finger motion dynamics,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8c22d770-fcfe-4366-9511-ed719520a925 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with arti- ficial intelligence techniques,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9b561a40-f55a-4be4-89d2-1d833a3c51f5 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Reach-to-grasp movements: a multimodal techniques study,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eb286318-9571-4add-944b-2dfda020f6b3 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Shaping of reach-to-grasp kinematics by intentions: A meta-analysis,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6d1143e8-9e65-4413-a4a8-dbe7c4024f8f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Coordination between the transport and the grasp components during prehen- sion movements,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0db799ea-b1a5-452c-8e30-22aeec74fbe3 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Predicting object size from hand kine- matics: a temporal perspective,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4ab3bda8-82ab-4568-91ab-1f6229ffe16d · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Gradual molding of the hand to object contours,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f67a2215-b8d8-464e-a963-b44cb6dfc12d · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A neural model of spatio temporal coordination in pre- hension,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f35c50e7-5bfc-4b52-9b40-07c23f06a224 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Towards object prediction based on hand postures for reach to grasp interaction,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a7c7fe7a-1041-4e84-b9dd-1d22888c9b96 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Bake off redux: a review and experimental evaluation of recent time series classification algorithms,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ad464845-1f1f-4fd6-9c70-87b60b04e5bc · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Greedy function approximation: a gra- dient boosting machine,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7e642d14-17af-4eb8-afcf-f45359d162c4 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics A visual analytics conceptual framework for explorable and steerable partial dependence analysis,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 33ee8ab2-6af4-4b19-b7c9-65995bb63e7b · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Detoxer: a visual debugging tool with multiscope explanations for temporal multilabel classi- fication,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 50a4f02a-3ab3-4405-82c5-1964f3683bc3 · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics catch22: Canonical time- series characteristics: Selected through highly compar- ative time-series analysis,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6a7f2487-af74-47f8-9d8f-e59fe9dc854f · outbound
XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Unresolved cited work
Reference 1378
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.