Reference health

Improving Driver Alertness through Music Selection Using a Mobile EEG to Detect Brainwaves

https://doi.org/10.3390/s130708199
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19/19 checkable references clean · checked 2026-07-23

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

22 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 19 checked references that resolve
resolves10.1063/1.2402593
QCD and Matter at Extreme Conditions
resolves10.1016/j.ergon.2004.12.003
Evaluation of mental fatigue using feature parameter extracted from event-related potential
resolves10.1109/10.553713
Estimating alertness from the EEG power spectrum
resolves10.1109/FSKD.2010.5569757
An EEG-based method for detecting drowsy driving state
resolves10.1007/s10916-005-6133-1
Artificial Neural Network Based Epileptic Detection Using Time-Domain and Frequency-Domain Features
resolves10.1109/IJCNN.2009.5178621
Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison
resolves10.1016/j.eswa.2005.04.007
Epileptic seizure detection using dynamic wavelet network
resolves10.1016/j.eswa.2006.02.005
EEG signal classification using wavelet feature extraction and a mixture of expert model
resolves10.1145/1543834.1543860
Classification of EEG signals using relative wavelet energy and artificial neural networks
resolves10.1109/TITB.2006.879600
Multiclass Support Vector Machines for EEG-Signals Classification
resolves10.1088/1741-2560/8/5/056004
sw-SVM: sensor weighting support vector machines for EEG-based brain–computer interfaces
resolves10.1007/11861898_42
Optimizing Spectral Filters for Single Trial EEG Classification
resolves10.1109/MLSP.2009.5306203
A Gaussian mixture model based statistical classification system for neonatal seizure detection
resolves10.1007/s10844-005-0319-3
A Music Recommendation System Based on Music and User Grouping
resolves10.1145/502585.502625
A music recommendation system based on music data grouping and user interests
resolves10.1109/TASL.2009.2033973
MusicBox: Personalized Music Recommendation Based on Cubic Analysis of Social Tags
resolves10.1016/j.ipm.2012.06.004
Semantic audio content-based music recommendation and visualization based on user preference examples
resolves10.1007/s10489-008-0153-8
Sequential multi-criteria feature selection algorithm based on agent genetic algorithm
resolves10.1007/s10489-012-0363-y
Comparison of content-based music recommendation using different distance estimation methods
The 22 references without a DOI — listed, not checked
no DOI — not checkedA glossary of terms most commonly used by clinical electroencephalographers and proposal for the report form for the eeg findings. The international federation of clinical neurophysiology
no DOI — not checkedYokoyama, M., Oguri, K., and Miyaji, M. (2008, January 16–20). Effect of Sound Pressure Levels of Music on Driver's Drowsiness. New York, NY, USA.
no DOI — not checkedThe research development on driving fatigue based on perclos
no DOI — not checkedA study on drowsy driver monitor system using perclos
no DOI — not checkedMeasuring kolmogorov entropy of eeg for studying the state of mental fatigue
no DOI — not checkedAssessment based on nonlinear parameters of eeg α waves for human-body fatigues
no DOI — not checkedStudy of eeg features extraction for doze car driver
no DOI — not checkedEeg-based drowsiness estimation for safety driving using independent component analysis
no DOI — not checkedTonic changes in eeg power spectra during simulated driving
no DOI — not checkedAutomated epileptic seizure detection in eeg signals using fastica and neural network
no DOI — not checkedCuingnet, R., Chupin, M., Benali, H., and Colliot, O. (2010, January 6–9). Spatial and Anatomical Regularization of Svm for Brain Image Analysis. Vancouver, BC, Canada.
no DOI — not checkedCostantini, G., Casali, D., and Todisco, M. (2010, January 22–24). An SVM Based Classification Method for EEG Signals. Corfu Island, Greece.
no DOI — not checkedYazdani, A., Ebrahimi, T., and Hoffmann, U. (May, January 29). Classification of EEG Signals Using Dempster Shafer Theory and a K-Nearest Neighbor Classifier. Antalya, Turkey.
no DOI — not checkedSulaiman, N., Taib, M.N., Lias, S., Murat, Z.H., Aris, S.A.M., and Hamid, N.H.A. (April, January 30). EEG-Based Stress Features Using Spectral Centroids Technique and K-Nearest Neighbor Classifier. Cambridge, UK.
no DOI — not checkedImprove affective learning with EEG approach
no DOI — not checkedLogistic regression for single trial EEG classification
no DOI — not checkedWallerius, J., Trejo, L.J., Matthews, R., Rosipal, R., and Caldwell, J.A. (2005, January 22–27). Robust Feature Extraction and Classification of Eeg Spectra for Real-Time Classification of Cognitive State. Las Vegas, NV, USA.
no DOI — not checkedAdaptive music recommendation based on user behavior in time slot
no DOI — not checkedNegnevitsky, M. (2002). Artificial Intelligence: A Guide to Intelligent Systems, Addison-Wesley. [2nd ed.].
no DOI — not checkedGunn, S.R. (1998). Support Vector Machines for Classification and Regression, ISIS Technical Report.
no DOI — not checkedProbabilistic outputs for support vector machines and comparisons to regularized likelihood methods
no DOI — not checkedSalzberg, S.L. (1993). C4.5: Programs for Machine Learning by J. Ross Quinlan, Morgan Kaufmann Publishers, Inc.
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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