Paper Citation Record · LEDGER

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers

As of 22 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2504.21427.

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

pith.paper-citation-record.v1
2504.21427 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:07:40.156004Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact0
verified fuzzy24
unresolved1
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72139fd8-fbde-4f02-ae42-281269a3a871 · outbound

This paper cites A review of classification algorithms for EEG -based brain–computer interfaces: a 10 year update,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers A review of classification algorithms for EEG -based brain–computer interfaces: a 10 year update,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.560969Z

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 acfce66b-14e5-49e2-b5f3-765141aa7f6c · outbound

This paper cites Riemannian Geometry-Based EEG Approaches: A Literature Review.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Riemannian Geometry-Based EEG Approaches: A Literature Review

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:07:40.049556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d41277-6079-47dc-b980-ab8b0d54c238 · outbound

This paper cites Exploring non - Euclidean relationships in EEG emotion recognition: A dynamic graph attention network,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Exploring non - Euclidean relationships in EEG emotion recognition: A dynamic graph attention network,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.546857Z

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 b557c5ed-78c3-412e-a9c4-a7ff813a80a9 · outbound

This paper cites Dimensionality reduction of SPD data based on riemannian manifold tangent spaces and isometry,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Dimensionality reduction of SPD data based on riemannian manifold tangent spaces and isometry,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.531476Z

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 af6f640f-5bd9-4177-8654-dade6b5622a7 · outbound

This paper cites Dimensionality reduction on SPD manifolds: The emergence of geometry-aware methods,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Dimensionality reduction on SPD manifolds: The emergence of geometry-aware methods,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.511034Z

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 9c0c5acf-e31f-455e-a632-15c01f8f0b30 · outbound

This paper cites Classification of covariance matrices using a Riemannian -based kernel for BCI applications,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Classification of covariance matrices using a Riemannian -based kernel for BCI applications,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.497618Z

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 7617fc34-3bca-4573-80a8-36285f0952cb · outbound

This paper cites Manifold Learning- based Common Spatial Pattern for EEG Signal Classification,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Manifold Learning- based Common Spatial Pattern for EEG Signal Classification,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.483433Z

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 89db00cd-9be3-4b02-8ec0-76f5ccf200f8 · outbound

This paper cites EEG -based emotion classification using stacking ensemble approach,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers EEG -based emotion classification using stacking ensemble approach,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.469267Z

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 914fd293-23be-43bc-bc80-8ba2e7e518c6 · outbound

This paper cites EEG dataset classification using CNN method,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers EEG dataset classification using CNN method,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.453648Z

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 c9a235a7-d2d4-4e03-a3f2-46899809873f · outbound

This paper cites A Novel Method of motor imagery classification using eeg signal,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers A Novel Method of motor imagery classification using eeg signal,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.438800Z

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 077619b2-891a-461d-aa9c-f055fe0aa788 · outbound

This paper cites EEGLAB: an open source toolbox for analysis of single -trial EEG dynamics including independent component analysis,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers EEGLAB: an open source toolbox for analysis of single -trial EEG dynamics including independent component analysis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.424639Z

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 e7e8462d-60df-430c-ba8e-c8edd1b71696 · outbound

This paper cites Review of the BCI competition IV,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Review of the BCI competition IV,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.410553Z

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 854ff50a-5178-433a-854b-7786fb39e990 · outbound

This paper cites Robust averaging of covariances for EEG recordings classification in motor imagery brain- computer interfaces,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Robust averaging of covariances for EEG recordings classification in motor imagery brain- computer interfaces,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.397380Z

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 21728d2f-903e-4bb9-9512-84cd2595fb9d · outbound

This paper cites Development and evaluation of geostatistical methods for non -Euclidean-based spatial covariance matrices,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Development and evaluation of geostatistical methods for non -Euclidean-based spatial covariance matrices,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.383216Z

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 4dde5591-01e1-4361-9ec9-7a8ff440127c · outbound

This paper cites Riemannian and stratified geometries on covariance and correlation matrices,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Riemannian and stratified geometries on covariance and correlation matrices,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.368704Z

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 65a939f6-a99e-4765-af73-d001647fcb2f · outbound

This paper cites Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain –Computer Interface System,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain –Computer Interface System,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.354906Z

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 6d23a371-e4b8-400a-af06-888a03964b63 · outbound

This paper cites Automatic personality prediction: an enhanced method using ensemble modeling,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Automatic personality prediction: an enhanced method using ensemble modeling,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.340879Z

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 d83f66e4-a0cf-4637-b06e-659594f95ec4 · outbound

This paper cites RELIANCE: Reliable Ensemble Learning for Information and News Credibility Evaluation,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers RELIANCE: Reliable Ensemble Learning for Information and News Credibility Evaluation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.326647Z

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 5e14fdb4-7160-4337-a22f-06c1ea6a7cc5 · outbound

This paper cites Text-based automatic personality prediction using KGrAt-Net: a knowledge graph attention network classifier,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Text-based automatic personality prediction using KGrAt-Net: a knowledge graph attention network classifier,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.312293Z

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 8b40f6df-2bbf-484f-aa1b-20e63984b3fd · outbound

This paper cites Knowledge Graph‐Enabled Text‐Based Automatic Personality Prediction,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Knowledge Graph‐Enabled Text‐Based Automatic Personality Prediction,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.297852Z

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 2363ab67-2b40-4e49-934b-07fd2130b20d · outbound

This paper cites A novel EEG channel selection and classification methodology for multi‐class motor imagery‐based BCI system design,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers A novel EEG channel selection and classification methodology for multi‐class motor imagery‐based BCI system design,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.282173Z

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 cc921101-8eaa-48f3-a495-cab079799571 · outbound

This paper cites A novel method for classification of multi -class motor imagery tasks based on feature fusion,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers A novel method for classification of multi -class motor imagery tasks based on feature fusion,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.266216Z

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 00dd26d4-0031-4738-861d-402a88b0fcf5 · outbound

This paper cites Improving multi -class EEG-motor imagery classification using two -stage detection on one - versus-one approach,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Improving multi -class EEG-motor imagery classification using two -stage detection on one - versus-one approach,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.251059Z

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 3b20be7e-00c9-4da7-acdd-82cbdedf9949 · outbound

This paper cites Space -time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain -computer interfaces,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Space -time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain -computer interfaces,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.236214Z

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 10db416a-f580-40cb-8c8c-de4d43f63e42 · outbound

This paper cites Deep Learning for EEG motor imagery classification based on multi -layer CNNs feature fusion,.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Deep Learning for EEG motor imagery classification based on multi -layer CNNs feature fusion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:40.221775Z

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 83ad329b-a3b2-47f8-87de-3685bc9380ea · outbound

This paper cites an unresolved cited work.

MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers Unresolved cited work

Reference 26

Resolution: parse uncertain; raw_fallback, observed 2026-08-16T05:07:40.205920Z

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.