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Paper Citation Record · LEDGER

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics

As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2502.04398.

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pith.paper-citation-record.v1
2502.04398 v1

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measured 43 of 43 reference resolution

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Reference resolution

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Outbound references

Observation 59ee2c07-96ff-4538-a3e2-799dda0a93bf · outbound

This paper cites Helena: Real-time contact-free monitoring of sleep ac- tivities and events around the bed,.

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

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Observation 599b72cb-6cac-48b8-9a64-8d8785cf27ad · outbound

This paper cites A predic- tion approach for stock market volatility based on time series data,.

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

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Observation ad2aad3d-c073-40c1-9dc2-18c95899bcdf · outbound

This paper cites A comparison of time series models for forecasting gdp growth and inflation,.

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

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Observation 679fd260-4f0e-4510-9520-fc84c240f9e7 · outbound

This paper cites Photovoltaic power forecasting based on ga improved bi-lstm in microgrid without meteorological informa- tion,.

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

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Observation 164339eb-9c8f-44f8-9e8c-18c515d6e84a · outbound

This paper cites Transductive lstm for time-series prediction: An application to weather fore- casting,.

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

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Observation b60974fb-cea0-4d27-a539-52b26ca3d6d0 · outbound

This paper cites Children age group detection based on human–computer interaction and time series analysis,.

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

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Observation 93d5c005-879c-4ed1-9826-eb74d8ac3e13 · outbound

This paper cites Extract: Strong examples from weakly-labeled sensor data,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Extract: Strong examples from weakly-labeled sensor data,

Reference 7

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Observation b71bd03c-75c4-4cda-a565-7bd7e2b7db1f · outbound

This paper cites Feature extraction tech- niques for human-computer interaction,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Feature extraction tech- niques for human-computer interaction,

Reference 8

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Observation fbfebf75-75c9-43ce-9259-27b3bddca72a · outbound

This paper cites A methodological and structural review of hand gesture recognition across diverse data modali- ties,.

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

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Observation 45a593e6-b26b-4267-aed9-2458b73f0f86 · outbound

This paper cites Deep learning for hand gesture recognition in virtual museum using wearable vision sensors,.

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

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Observation 52e6aa5e-908f-43ca-9bd8-f355c7ef0770 · outbound

This paper cites Middlehurst, J.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Middlehurst, J

Reference 11

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Observation 8b061f26-8a90-4bba-aaa7-1b1442772128 · outbound

This paper cites Inceptiontime: Finding alexnet for time series classification,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Inceptiontime: Finding alexnet for time series classification,

Reference 12

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This paper cites Multirocket: multiple pooling operators and transfor- mations for fast and effective time series classification,.

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

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Observation 1547a54b-24f7-4df2-bc38-d990171ec6e8 · outbound

This paper cites Deep learning for time series classification and extrinsic regression: A current survey,.

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

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Observation e7110500-bc7a-4bca-a6e4-639e9c3124a5 · outbound

This paper cites Transformers in time series: a survey,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Transformers in time series: a survey,

Reference 15

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Observation a26cccd6-de86-48f5-bde2-f3fc4415ac8f · outbound

This paper cites Transformers in time- series analysis: A tutorial,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Transformers in time- series analysis: A tutorial,

Reference 16

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Observation df5a6186-6038-42e2-a4a8-d854b8901eb7 · outbound

This paper cites At- tend and diagnose: Clinical time series analysis using attention models,.

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

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Observation 73e9fe19-5fb1-4496-ad1a-a440560af6b9 · outbound

This paper cites Fast, ac- curate and explainable time series classification through randomization,.

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

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Observation 54b2aa6a-a022-4126-baa8-7d3c7893c58f · outbound

This paper cites The great multivariate time series classifi- cation bake off: a review and experimental evaluation of recent algorithmic advances,.

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

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Observation c4c41a99-92af-4af8-a918-54c2505b3780 · outbound

This paper cites Kamath and J.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Kamath and J

Reference 20

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Observation 91d0db45-139e-4d69-ae65-1e533fdb91c1 · outbound

This paper cites Explainable ai (xai): Core ideas, techniques, and so- lutions,.

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

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This paper cites Survey on ex- plainable ai: techniques, challenges and open issues,.

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

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This paper cites Interpretation of Time-Series Deep Models: A Survey.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Interpretation of Time-Series Deep Models: A Survey

Reference 23

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Observation 2c3eca1f-54d3-4506-8a43-982a92c8b8e2 · outbound

This paper cites Peeking inside the black- box: a survey on explainable artificial intelligence (xai),.

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

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Observation bb8e889e-933a-464a-9f02-72cc0a14d19d · outbound

This paper cites Explainable ai for time series classification: a review, taxonomy and research directions,.

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

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This paper cites Efficient and precise interactive hand tracking through joint, continuous optimization of pose and cor- respondences,.

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

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This paper cites Survey on 3d hand gesture recognition,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Survey on 3d hand gesture recognition,

Reference 27

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Observation 159c7a8a-cfe1-43ea-8c6d-b90801dff42f · outbound

This paper cites Finexus: Track- ing precise motions of multiple fingertips using mag- netic sensing,.

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

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Observation b8768182-66b3-413a-bc7a-5c9668408dcf · outbound

This paper cites Reach prediction using finger motion dynamics,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Reach prediction using finger motion dynamics,

Reference 29

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This paper cites A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with arti- ficial intelligence techniques,.

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

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This paper cites Reach-to-grasp movements: a multimodal techniques study,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Reach-to-grasp movements: a multimodal techniques study,

Reference 31

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This paper cites Shaping of reach-to-grasp kinematics by intentions: A meta-analysis,.

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

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Observation 6d1143e8-9e65-4413-a4a8-dbe7c4024f8f · outbound

This paper cites Coordination between the transport and the grasp components during prehen- sion movements,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.279461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.060064Z digest=sha256:a4ef23ca70ef1d5b27055c47d54f91dac109efa1e4bf14844658565cb37d5230

Observation 0db799ea-b1a5-452c-8e30-22aeec74fbe3 · outbound

This paper cites Predicting object size from hand kine- matics: a temporal perspective,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.265463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.064070Z digest=sha256:862b79cb105ebe943d54b5cc4ba4cf7ff7aeba10ff065b714483353c8a77b49e

Observation 4ab3bda8-82ab-4568-91ab-1f6229ffe16d · outbound

This paper cites Gradual molding of the hand to object contours,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Gradual molding of the hand to object contours,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.251051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f67a2215-b8d8-464e-a963-b44cb6dfc12d · outbound

This paper cites A neural model of spatio temporal coordination in pre- hension,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.237089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f35c50e7-5bfc-4b52-9b40-07c23f06a224 · outbound

This paper cites Towards object prediction based on hand postures for reach to grasp interaction,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.222882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.076420Z digest=sha256:cbb0d9940b42ea8073b51da6d06f91c941e9a024157ad77b25bcbefc37f272e9

Observation a7c7fe7a-1041-4e84-b9dd-1d22888c9b96 · outbound

This paper cites Bake off redux: a review and experimental evaluation of recent time series classification algorithms,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.207857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.080539Z digest=sha256:6273211dee9b7193a2ae13bfea2fbb60579445138507124bc52d06b18eceac2d

Observation ad464845-1f1f-4fd6-9c70-87b60b04e5bc · outbound

This paper cites Greedy function approximation: a gra- dient boosting machine,.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Greedy function approximation: a gra- dient boosting machine,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.193248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.084647Z digest=sha256:e5c74f61f036e081e49626d9cf1d4e30e359a3af9e6c88395eb68500aa2c3286

Observation 7e642d14-17af-4eb8-afcf-f45359d162c4 · outbound

This paper cites A visual analytics conceptual framework for explorable and steerable partial dependence analysis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.179758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.088987Z digest=sha256:358e78b6cac974ef11388952a4333860835b99375a639b613370307d7381345e

Observation 33ee8ab2-6af4-4b19-b7c9-65995bb63e7b · outbound

This paper cites Detoxer: a visual debugging tool with multiscope explanations for temporal multilabel classi- fication,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.165715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.093062Z digest=sha256:3e041f5d45abae09ac90ef217bf9290b03933895d65d5496bbc0f798218b92bf

Observation 50a4f02a-3ab3-4405-82c5-1964f3683bc3 · outbound

This paper cites catch22: Canonical time- series characteristics: Selected through highly compar- ative time-series analysis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:42:09.150755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:42:09.097223Z digest=sha256:f2fcbe495fa0834b20748f97c3ce8f3a88f91f990e0e8cec0de5f346b7ea5186

Observation 6a7f2487-af74-47f8-9d8f-e59fe9dc854f · outbound

This paper cites an unresolved cited work.

XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics Unresolved cited work

Reference 1378

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:42:09.663583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Pith citing papers

No inbound Pith citation observations are available.