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A New Performance Evaluation Metric for Classifiers: Polygon Area Metric

Journal of classification, 2021-04, Vol.38 (1), p.16-26

Aydemir, Onder

2021

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Classification of pleasant and unpleasant odor imagery EEG signals

Neural computing & applications, 2023-04, Vol.35 (12), p.9105-9114

2023

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Decision tree structure based classification of EEG signals recorded during two dimensional cursor movement imagery

Journal of neuroscience methods, 2014-05, Vol.229, p.68-75

2014

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Common spatial pattern-based feature extraction from the best time segment of BCI data

Elektrik : Turkish journal of electrical engineering & computer sciences, 2016, Vol.24, p.3976-3986

AYDEMİR, Önder

2016

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A polynomial fitting and k-NN based approach for improving classification of motor imagery BCI data

Pattern recognition letters, 2010-08, Vol.31 (11), p.1207-1215

2010

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Investigating the informative brain region in multiclass electroencephalography and near infrared spectroscopy based BCI system using band power based features

Computer methods in biomechanics and biomedical engineering, 2024-03, p.1-16

2024

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An efficient 3D column-only P300 speller paradigm utilizing few numbers of electrodes and flashings for practical BCI implementation

PloS one, 2022-04, Vol.17 (4), p.e0265904-e0265904

2022

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A New Method for Activity Monitoring Using Photoplethysmography Signals Recorded by Wireless Sensor

Journal of medical and biological engineering, 2020-12, Vol.40 (6), p.934-942

2020

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Olfactory Recognition Based on EEG Gamma-Band Activity

Neural computation, 2017-06, Vol.29 (6), p.1667-1680

Aydemir, Onder

2017

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Investigation of neutrophil/lymphocyte ratio and mean platelet volume in patients diagnosed with preterm labor

Paediatric respiratory reviews, 2021-12, Vol.40, p.39-43

2021

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Investigation of the most appropriate mother wavelet for characterizing imaginary EEG signals used in BCI systems

Elektrik : Turkish journal of electrical engineering & computer sciences, 2016, Vol.24, p.38-49

2016

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Odor and Subject Identification Using Electroencephalography Reaction to Olfactory

Traitement du signal, 2020-10, Vol.37 (5), p.799-805

Aydemir, Onder

2020

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Improving Classification Accuracy of Motor Imagery EEG Signals via Effective Epochs

Mühendislik bilimleri dergisi, 2018, Vol.24 (5), p.817-823

2018

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A robust and subject-specific sequential forward search method for effective channel selection in brain computer interfaces

Journal of neuroscience methods, 2019-02, Vol.313, p.60-67

2019

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Machine Learning-Based Screening for Potential Singlet Fission Chromophores: The Challenge of Imbalanced Data Sets

The journal of physical chemistry letters, 2023-11, Vol.14 (45), p.10103-10112

2023

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Investigating the effects of stimulus duration and inter-stimulus interval parameters on P300 based BCI application performance

Computer methods in biomechanics and biomedical engineering, 2022-10, Vol.25 (14), p.1545-1553

2022

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Letter to the Editor: Regarding ‘‘Performance evaluation of multiple classifications of the ultrasonic supraspinatus images by using ML, RBFNN and SVM classifiers’’

Expert systems with applications, 2012-09, Vol.39 (12), p.11321-11321

Aydemir, Onder

2012

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A Hybrid BCI Using Singular Value Decomposition Values of the Fast Walsh-Hadamard Transform Coefficients

IEEE transactions on cognitive and developmental systems, 2023-06, Vol.15 (2), p.454-463

2023

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A new evolutionary preprocessing approach for classification of mental arithmetic based EEG signals

Cognitive neurodynamics, 2020-10, Vol.14 (5), p.609-617

2020

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Detection of multitask mental workload using gamma band power features

Neural computing & applications, 2024-06, Vol.36 (18), p.10915-10926

2024

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Sequential forward mother wavelet selection method for mental workload assessment on N-back task using photoplethysmography signals

Infrared physics & technology, 2021-12, Vol.119, p.103966, Article 103966

2021

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Determination of hypertension disease using chirp z-transform and statistical features of optimal band-pass filtered short-time photoplethysmography signals

Biomedical physics & engineering express, 2020-11, Vol.6 (6), p.65033

2020

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Combining sub-band power features extracted from different time segments of EEG trials

2017 40th International Conference on Telecommunications and Signal Processing (TSP), 2017, p.383-386

Aydemir, Onder

2017

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Classification of 2-dimensional cursor movement imagery EEG signals

2016 39th International Conference on Telecommunications and Signal Processing (TSP), 2016, p.370-373

Aydemir, Onder

2016

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Classification of electroencephalography signals recorded during smelling of valerian and rosewater odors

2016 39th International Conference on Telecommunications and Signal Processing (TSP), 2016, p.392-395

Aydemir, Onder

2016

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A New Performance Evaluation Metric for Classifiers: Polygon Area Metric

Classification of pleasant and unpleasant odor imagery EEG signals

Decision tree structure based classification of EEG signals recorded during two dimensional cursor movement imagery

Common spatial pattern-based feature extraction from the best time segment of BCI data

A polynomial fitting and k-NN based approach for improving classification of motor imagery BCI data

Investigating the informative brain region in multiclass electroencephalography and near infrared spectroscopy based BCI system using band power based features

An efficient 3D column-only P300 speller paradigm utilizing few numbers of electrodes and flashings for practical BCI implementation

A New Method for Activity Monitoring Using Photoplethysmography Signals Recorded by Wireless Sensor

Olfactory Recognition Based on EEG Gamma-Band Activity

Investigation of neutrophil/lymphocyte ratio and mean platelet volume in patients diagnosed with preterm labor

Investigation of the most appropriate mother wavelet for characterizing imaginary EEG signals used in BCI systems

Odor and Subject Identification Using Electroencephalography Reaction to Olfactory

Improving Classification Accuracy of Motor Imagery EEG Signals via Effective Epochs

A robust and subject-specific sequential forward search method for effective channel selection in brain computer interfaces

Machine Learning-Based Screening for Potential Singlet Fission Chromophores: The Challenge of Imbalanced Data Sets

Investigating the effects of stimulus duration and inter-stimulus interval parameters on P300 based BCI application performance

Letter to the Editor: Regarding ‘‘Performance evaluation of multiple classifications of the ultrasonic supraspinatus images by using ML, RBFNN and SVM classifiers’’

A Hybrid BCI Using Singular Value Decomposition Values of the Fast Walsh-Hadamard Transform Coefficients

A new evolutionary preprocessing approach for classification of mental arithmetic based EEG signals

Detection of multitask mental workload using gamma band power features

Sequential forward mother wavelet selection method for mental workload assessment on N-back task using photoplethysmography signals

Determination of hypertension disease using chirp z-transform and statistical features of optimal band-pass filtered short-time photoplethysmography signals

Combining sub-band power features extracted from different time segments of EEG trials

Classification of 2-dimensional cursor movement imagery EEG signals

Classification of electroencephalography signals recorded during smelling of valerian and rosewater odors

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