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Paper Citation Record · LEDGER

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

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.

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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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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

43 of 43 outbound references displayed

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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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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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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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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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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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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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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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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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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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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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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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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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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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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.

source=pdf_text observed=2026-08-09T00:42:09.056083Z digest=sha256:ec81f5011c91f378b659dac7bffc1aa324d7a699640208c13d04ab2ff4d63dbd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.060064Z digest=sha256:d65757c907bb23cfed12bc1d5c2a5deac0e9b77a83fda9e1e9ae34ff02d51189

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.064070Z digest=sha256:c82118889a6e3ff72d44cae5f6bcabc8e3979bbbfeafd769b7f33e172632dfaa

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.067997Z digest=sha256:a19b82955413ce453a997fad6564ca3bbb48fff3e4e7ad730e70833b29cd90b1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.072352Z digest=sha256:8a3779f4940628c3db6991f18c6e17be2ee2249749ad2d3f763ffc3d8d1f72b8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.076420Z digest=sha256:d1a58665cf77493665307c1097a5138cb8518bc74f1b7d420ed8ec12db51430e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.080539Z digest=sha256:2e57ff63736f4deb65e63a5b8271b5c9f4fc9d9b4e83ed73e4815ddd5e6735dc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.084647Z digest=sha256:8cec2e2b6779a97aed7547709330cd591be94a912a70483c182e2ee6bd5889c0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.088987Z digest=sha256:d089943a1bca76c71ce5538923c7b2c69089cb1cfd0bea492589ad360e433bcf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.093062Z digest=sha256:edda9cfc436f0d64b7acb4dd4bfd93704a41c7b7188c2e57c2c435f02ad5de8a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:09.097223Z digest=sha256:31afe06b8b2c4c3c982955398e2aae164e9e23144a5477d9a6014bd57b62037f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-09T00:42:08.939940Z digest=sha256:aa6c82c784d8461784b90f30d15cdc8d3869c2b7b9ae70fb08fa1aecdffef907

Pith citing papers

No inbound Pith citation observations are available.