Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-02T20:14:43.725303Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2606.30879.
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 2026-07-02T20:14:43.725303Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 96bdc318-1d41-44b3-842c-5ca0c20e3dcb · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Sur- gical skill level classification model development using eeg and eye-gaze data and machine learning algorithms,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5237f402-b8c1-4ebf-93bb-97a2acb9065c · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data A game player expertise level classification system using electroencephalography (eeg),
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3ede7bb6-92b6-41ab-ab0a-bcee3ae97e45 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Expertise classification using functional brain networks and normalized transfer entropy of eeg in design applications,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d4a95b00-ce3d-4027-a105-2969116370af · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Classification of user competency levels using eeg and convolutional neural network in 3d modelling application,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 13dd4292-5878-4e50-8d0c-2c5cc15e1b18 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Toward using alpha and theta brain waves to quantify programmer expertise,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6eef17c5-846a-4a88-9160-5e920d0d0716 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Comparing programming lan- guage comprehension between novice and expert pro- grammers using eeg analysis,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 929c41ac-a801-4c8c-8168-1f1c37ced704 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Mining biometric data to predict programmer expertise and task difficulty,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b5e443f6-728b-49f4-8f20-691806ff496a · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Program comprehension: Past, present, and future,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c3ebdb9d-9247-4896-923f-6bb1c9ba99dd · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Correlates of programmer efficacy and their link to experience: A combined eeg and eye-tracking study,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 96e7ab08-b7d3-43f5-bc88-b9fadc1ac62d · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Cog- nitive task difficulty analysis using eeg and data mining,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 586c8c41-6513-4d7f-8da1-3a63189b937f · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data An empirical evaluation of machine learning tech- niques to classify code comprehension based on eeg data,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c1a7a158-c352-4805-a196-b4b97dfb050d · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Understanding program- ming expertise: An empirical study of phasic brain wave changes,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3841d385-bb55-43dc-b006-f46e7ff736db · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Hiring is broken: What do developers say about technical interviews?
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d39e0241-6e9f-4127-871a-8c51868420d0 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Can eeg be adopted as a neuroscience reference for assessing software pro- grammers’ cognitive load?
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 58a18627-ed1e-471b-a182-29718bf153f4 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Towards an affordable brain computer interface for the assessment of pro- grammers’ mental workload,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 629ed4c6-27e2-42ab-8bf3-0918577547c1 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data On the influence of the baseline in neuroimag- ing experiments on program comprehension,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 901c3894-7d0f-493c-8671-170edf4478c9 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Predicting java computer program- ming task difficulty levels using eeg for educational environments,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 35e3a23c-c109-43b8-8700-cba445ab906f · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Identifying program confusion using electroencephalo- gram measurements,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2b4e3a4d-7f2a-462d-9014-e45b463ad264 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Unex- pected but informative: What fixation-related potentials tell us about the processing of confusing program code,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 12067cbb-3f9f-4b59-b146-b1abb2b75249 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Evaluation of machine learning techniques to classify code comprehension based on developers’ eeg data,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9e53c546-bbdb-438e-ba63-3ff6c4471602 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Evaluation of brain activity while pair programming,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7dbfc4d5-7552-4862-95fb-ab5da379c2da · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Decoding the representation of code in the brain: An fmri study of code review and expertise,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c8954e80-708b-476b-9d9c-23bc8a388fd7 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data A look into programmers’ heads,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a1fca1d1-6bcc-4a00-a4c6-b10eca88aeb5 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data The role of the insula in intuitive expert bug detection in computer code: an fmri study,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a6e97350-2578-4aab-a764-d81324e63756 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Neurological divide: An fmri study of prose and code writing,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4c4930c9-3739-4d4f-ba18-c0ba2b6f46fb · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Measuring and Modeling Programming Expe- rience,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 00af8198-0198-4942-bf2e-54a59cf6d6d4 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Robinson,Likert Scale, 2014, pp
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2e995488-d0d7-4cbd-96fe-adb3ebbea4d6 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Program comprehension and code complexity metrics: An fmri study,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 76ee074b-36c7-435f-a296-ead8fc55989c · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Report of the committee on meth- ods of clinical examination in electroencephalography,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 080e66c7-d9f4-4e3d-9987-77e4761b0e06 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Psychopy2: Experiments in behavior made easy,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 23414432-c252-471a-bb0e-f31ef1bd9eea · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Decoding semantic categories from eeg activity in object-based decision tasks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2a035f47-4475-42a9-9247-f1cc5ce4c478 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Use of common average reference and large-laplacian spatial-filters enhances eeg signal-to-noise ratios in in- trinsic sensorimotor activity,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c5a077b6-9ed1-496c-ae8c-3eea54d06a28 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data An eye tracking study on camelcase and under score identifier styles,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b86e3b75-165a-4dc3-bf21-6ef65c4d460c · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Eye Move- ments in Code Reading: Relaxing the Linear Order,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c037700d-e230-420e-b1e8-5675272a1b14 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data What Drives the Reading Order of Programmers? An Eye Tracking Study,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aa0bf8aa-008f-4466-ab9a-99d6aaf671ae · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Blind separation of sources, part i: An adaptive algorithm based on neuromimetic architecture,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5be600b0-b2df-4fce-9cd0-405b06faada6 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Eeglab: an open source tool- box for analysis of single-trial eeg dynamics,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d2cb73c2-0407-4960-9693-2c37438e8533 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data The use of fast fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1570d66f-a773-48d8-874e-ff7e219835d4 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Software code complexity assessment using eeg features,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d29629e1-91da-49d2-9f1c-d1a5565d0c2c · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Array programming with NumPy,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 27287f75-d327-4e14-9549-7b6dce8e37c1 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8b47e682-5eff-4389-82fb-e1ae4f64e5a2 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Improving standards in brain-behavior correlation analyses,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f9224248-a164-4b42-8041-39b2fe69fc8d · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data The quantitative extraction and topographic mapping of the abnormal components in the clinical eeg,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1059f9f6-c7af-4cb7-ac63-b5b60a293a6d · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Optimizing spatial filters for robust eeg single-trial analysis,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7a900606-95e4-4db5-82d1-7afc21522efd · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Eeg-based brain-computer interface using subject-specific spatial filters,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3fb526fe-2442-40ef-b77e-acb4b325feac · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Simultaneous measure- ment of program comprehension with fmri and eye track- ing: A case study,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 724b840f-e46d-412a-b00f-6c561465fa06 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Measuring neural efficiency of program com- prehension
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f4875a1a-d913-41b7-bb28-117005a93925 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Factors contributing to the difficulties in teaching and learning of computer programming: A lit- erature review,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c75ba4b4-a4ce-4658-98ba-1e9e0bc3be84 · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Stuck and frustrated or in flow and happy: Sensing developers’ emotions and progress,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 994ac94d-3e7c-44f2-909a-e4f38fc94c9d · outbound
Neural Signatures of Programming Expertise: Classifying Programmer Skill Levels Using EEG Data Hiring is broken: What do developers say about technical interviews?
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
No inbound Pith citation observations are available.