Paper Citation Record · LEDGER

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2203.04153.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2203.04153 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T11:20:49.217671Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy35
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1471419c-3285-4e58-a37a-ef5d9725ae9a · outbound

This paper cites an unresolved cited work.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-24T11:26:09.804150Z

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.

Observation b2844bd0-a8f0-42a1-b4c8-8c9c061a7f46 · outbound

This paper cites Asymmetric residual neural network for accurate human activity recognition.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Asymmetric residual neural network for accurate human activity recognition

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.766940Z

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.

Observation 38144769-3feb-4452-af46-cdfb182c09ae · outbound

This paper cites an unresolved cited work.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-24T11:26:09.719568Z

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.

Observation 105abeda-7399-4238-9325-e35961efbd66 · outbound

This paper cites Reiss and D.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Reiss and D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.809380Z

Source-reported events for the cited work

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Observation d0bc1c91-3b7e-439b-8562-81826f19b95b · outbound

This paper cites Deepsense: A uniﬁed deep learning framework for time-series mobile sensing data processing.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Deepsense: A uniﬁed deep learning framework for time-series mobile sensing data processing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.739231Z

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.

Observation 1d90705b-7e30-42ad-bdf4-c88ec8a38b06 · outbound

This paper cites Lane, Cecilia Mascolo, Mahesh K.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Lane, Cecilia Mascolo, Mahesh K

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.743598Z

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.

Observation a640ad25-b9dc-4be2-88f9-546ad31f1c78 · outbound

This paper cites Embracenet for activity: A deep multimodal fusion architecture for activity recognition.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Embracenet for activity: A deep multimodal fusion architecture for activity recognition

Reference 7

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Source-reported events for the cited work

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Observation d9f21ae3-5236-44fd-bd89-6601a4ba4ac4 · outbound

This paper cites Deep learning based multimodal complex human activity recognition using wearable devices.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Deep learning based multimodal complex human activity recognition using wearable devices

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.805685Z

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.

Observation 9b20427a-2356-4c95-9c3b-65adafe91688 · outbound

This paper cites Mothernets: Rapid deep ensemble learning.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Mothernets: Rapid deep ensemble learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.753428Z

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.

Observation 76e76480-c250-43a7-bcd2-4ff143103f64 · outbound

This paper cites Dammas, Rahaf D.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Dammas, Rahaf D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.777280Z

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.

Observation 38ef460b-3be6-47c4-bdd7-2ce98dccef18 · outbound

This paper cites an unresolved cited work.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-24T11:26:09.800643Z

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.

Observation 711d50fe-500b-4253-a447-3bad733463ab · outbound

This paper cites Physique-based human activity recognition using ensemble learning and smartphone sensors.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Physique-based human activity recognition using ensemble learning and smartphone sensors

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.719030Z

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.

Observation f9d2bd60-4a23-45ba-8914-4269188bed6f · outbound

This paper cites A cascade ensemble learning model for human activity recognition with smartphones.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition A cascade ensemble learning model for human activity recognition with smartphones

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.722721Z

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.

Observation cb01ebd2-a487-4e6e-9770-7351276482f8 · outbound

This paper cites Efﬁcient human activity recognition solving the confusing activities via deep ensemble learning.IEEE Access, 7:75490–75499.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Efﬁcient human activity recognition solving the confusing activities via deep ensemble learning.IEEE Access, 7:75490–75499

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.699232Z

Source-reported events for the cited work

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Observation c0edaf94-1b84-4a22-8cc6-74d261166068 · outbound

This paper cites An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.751936Z

Source-reported events for the cited work

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Observation efce6bb8-bd46-4779-959c-051749500546 · outbound

This paper cites Why m heads are better than one: Training a diverse ensemble of deep networks.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Why m heads are better than one: Training a diverse ensemble of deep networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.745197Z

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.

Observation 71ab7489-f458-48e5-9521-4372ea81a695 · outbound

This paper cites Batchensemble: an alternative approach to efﬁcient ensemble and lifelong learning.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Batchensemble: an alternative approach to efﬁcient ensemble and lifelong learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.784044Z

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.

Observation c8ebb999-52e1-435b-a56d-c362d2c112fa · outbound

This paper cites Training independent subnetworks for robust prediction.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Training independent subnetworks for robust prediction

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.731077Z

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.

Observation 5bc7d9b4-ba5f-4c08-9107-96c4a06aef25 · outbound

This paper cites More or less: When and how to build convolutional neural network ensembles.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition More or less: When and how to build convolutional neural network ensembles

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.734743Z

Source-reported events for the cited work

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Observation fa908253-a6f3-49aa-9a8a-f735aef5c6eb · outbound

This paper cites Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning

Reference 20

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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.

Observation 623566ce-77d0-424a-bf2e-20ae0dc404ba · outbound

This paper cites Distilling the knowledge in a neural network.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Distilling the knowledge in a neural network

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.748456Z

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.

Observation 90c56f5e-f727-4bf8-99d3-c34f913ca4d5 · outbound

This paper cites Aggregated residual transformations for deep neural networks.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Aggregated residual transformations for deep neural networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.759624Z

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.

Observation b0c12983-006f-46d4-b2a8-6c88f317e537 · outbound

This paper cites Deep residual learning for image recognition.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Deep residual learning for image recognition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.794632Z

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.

Observation 88ac572d-cd7c-4274-86b0-d1ab14d2a323 · outbound

This paper cites Group ensemble: Learning an ensemble of convnets in a single convnet.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Group ensemble: Learning an ensemble of convnets in a single convnet

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.783449Z

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.

Observation 2119e03e-9d8d-4a8a-9051-93e2f65f1aa4 · outbound

This paper cites Simonyan and A.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Simonyan and A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.787516Z

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.

Observation c5ef80e5-0307-4d50-91e1-819f1c54b06e · outbound

This paper cites Xception: Deep learning with depthwise separable convolutions.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Xception: Deep learning with depthwise separable convolutions

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.787794Z

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.

Observation 0229b903-d872-4fc4-9112-6181e7ce61e9 · outbound

This paper cites Group normalization.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Group normalization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.697952Z

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.

Observation 19fc32b2-e4c8-418a-a995-c6796ad71a39 · outbound

This paper cites Kawaguchi, N.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Kawaguchi, N

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.791494Z

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.

Observation bbf47ae0-66c1-4622-b46b-fd1dcacdce81 · outbound

This paper cites Rethinking the inception architecture for computer vision.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Rethinking the inception architecture for computer vision

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.797306Z

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.

Observation 793da6c0-1ed3-4fd3-9e4b-610f871bf9cb · outbound

This paper cites Squeeze-and-excitation networks.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Squeeze-and-excitation networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.816573Z

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.

Observation 4383061f-554d-4205-a1ce-bf735b229ca8 · outbound

This paper cites Anguita, A.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Anguita, A

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.813112Z

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.

Observation fe9a90ba-b3b3-4ebe-9628-4a20cdcb9e0e · outbound

This paper cites an unresolved cited work.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-24T11:26:09.705045Z

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.

Observation c092a4b6-2357-4eeb-b31b-d8d05a01eff0 · outbound

This paper cites Mobilio D.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Mobilio D

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.737964Z

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.

Observation 97f3b9dd-77e5-4c90-a74b-9401aa7779cd · outbound

This paper cites Octave mix: Data augmentation using frequency decomposition for activity recognition.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Octave mix: Data augmentation using frequency decomposition for activity recognition

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.681531Z

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.

Observation 85e624c0-17b5-46c0-abc5-ada329e16a18 · outbound

This paper cites Zhang, M.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Zhang, M

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.843907Z

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.

Observation c067fc3a-9737-4a66-a0dd-284230c5922d · outbound

This paper cites Takahashi, T.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Takahashi, T

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.840463Z

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.

Observation fa63aa47-c0e9-4258-a96b-78343dad33f2 · outbound

This paper cites Randaugment: Practical automated data augmentation with a reduced search space.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Randaugment: Practical automated data augmentation with a reduced search space

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.834882Z

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.

Observation 98f1bde1-88f0-421c-a6e5-439fc939d7c4 · outbound

This paper cites Human activity recognition based on smartphone and wearable sensors using multiscale dcnn ensemble.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Human activity recognition based on smartphone and wearable sensors using multiscale dcnn ensemble

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.828763Z

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.

Observation 05029ee1-c5e2-4479-8ea9-c7f285199883 · outbound

This paper cites En- semconvnet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition En- semconvnet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.823952Z

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.

Observation b234e36e-c366-44f0-bcc4-55e2b3eab7ef · outbound

This paper cites Multi-input cnn-gru based human activity recognition using wearable sensors.

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Multi-input cnn-gru based human activity recognition using wearable sensors

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T11:26:09.820301Z

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.

Pith citing papers

No inbound Pith citation observations are available.