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Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system

Biomedical signal processing and control, 2017-01, Vol.31, p.398-406

2017

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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical signal processing and control, 2018-01, Vol.39, p.94-102

2018

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Epileptic seizure detection using hybrid machine learning methods

Neural computing & applications, 2019-01, Vol.31 (1), p.317-325

2019

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An effective combining classifier approach using tree algorithms for network intrusion detection

Neural computing & applications, 2017-12, Vol.28 (Suppl 1), p.1051-1058

2017

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Comparison of EMD, DWT and WPD for the localization of epileptogenic foci using Random Forest classifier

Measurement : journal of the International Measurement Confederation, 2019-11, Vol.146, p.846-855

2019

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Advanced Technologies, Systems, and Applications VIII: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT 2023)

1, 2023

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Comparison of Ensemble Machine Learning Methods for Automated Classification of Focal and Non-Focal Epileptic EEG Signals

Mathematics (Basel), 2020-09, Vol.8 (9), p.1481

2020

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Advanced Technologies, Systems, and Applications VII: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2022

1, 2022

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Improvement of the quality of analytical results generated by GC/MS method for characterization of Helichrysum italicum (Roth) G. Don essential oil

Accreditation and quality assurance, 2023-12, Vol.28 (6), p.261-270

2023

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Phishing Website Detection Using Machine Learning Classifiers Optimized by Feature Selection

Traitement du signal, 2020-10, Vol.37 (4), p.563-569

2020

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Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance

Biomedical signal processing and control, 2019-09, Vol.54, p.101629, Article 101629

2019

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Resource allocation model for cloud-fog-based smart grid

Science and technology for energy transition, 2023, Vol.78, p.28

2023

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Prostate Cancer Detection Using Different Classification Techniques

CMBEBIH 2019, p.67-73

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Deep Learning-Based Studies on Pediatric Brain Tumors Imaging: Narrative Review of Techniques and Challenges

Brain sciences, 2021-05, Vol.11 (6), p.716

2021

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Cardiovascular Health in AI: A Comprehensive Overview to Acute Myocardial Infarction Prediction

MEDICON’23 and CMBEBIH’23, p.628-635

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Comparative Study on Different Classification Techniques for Ovarian Cancer Detection

CMBEBIH 2019, p.511-518

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Evaluation of Bacterial Biofilm Category Change Due to the Use of Different Signaling Molecules Using Random Forest Classifier

MEDICON’23 and CMBEBIH’23, p.504-516

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The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection

Journal of medical systems, 2014-10, Vol.38 (10), p.131-131, Article 131

2014

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New algorithm for distribution system reconstruction planning based on fuzzy inference and multicriteria decision making

Engineering Review, 2018-01, Vol.38 (2), p.232-241

2018

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Advanced Technologies, Systems, and Applications VI: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2021

1st ed. 2022., 2021

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Wavelet and Teager Energy Operator (TEO) for Heart Sound Processing and Identification

CMBEBIH 2017, p.495-502

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Human Activity Recognition Using Ambient Sensor Data

IFAC-PapersOnLine, 2022, Vol.55 (4), p.97-102

2022

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HaBEEtat: A Novel Monitoring Platform for More Efficient Honey Production

CMBEBIH 2019, p.193-200

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Cloud computing-based parallel genetic algorithm for gene selection in cancer classification

Neural computing & applications, 2018-09, Vol.30 (5), p.1601-1610

2018

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Dental age assessment based on CBCT images using machine learning algorithms

Forensic science international, 2022-05, Vol.334, p.111245-111245, Article 111245

2022

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Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system

Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Epileptic seizure detection using hybrid machine learning methods

An effective combining classifier approach using tree algorithms for network intrusion detection

Comparison of EMD, DWT and WPD for the localization of epileptogenic foci using Random Forest classifier

Advanced Technologies, Systems, and Applications VIII: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT 2023)

Comparison of Ensemble Machine Learning Methods for Automated Classification of Focal and Non-Focal Epileptic EEG Signals

Advanced Technologies, Systems, and Applications VII: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2022

Improvement of the quality of analytical results generated by GC/MS method for characterization of Helichrysum italicum (Roth) G. Don essential oil

Phishing Website Detection Using Machine Learning Classifiers Optimized by Feature Selection

Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance

Resource allocation model for cloud-fog-based smart grid

Prostate Cancer Detection Using Different Classification Techniques

Deep Learning-Based Studies on Pediatric Brain Tumors Imaging: Narrative Review of Techniques and Challenges

Cardiovascular Health in AI: A Comprehensive Overview to Acute Myocardial Infarction Prediction

Comparative Study on Different Classification Techniques for Ovarian Cancer Detection

Evaluation of Bacterial Biofilm Category Change Due to the Use of Different Signaling Molecules Using Random Forest Classifier

The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection

New algorithm for distribution system reconstruction planning based on fuzzy inference and multicriteria decision making

Advanced Technologies, Systems, and Applications VI: Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2021

Wavelet and Teager Energy Operator (TEO) for Heart Sound Processing and Identification

Human Activity Recognition Using Ambient Sensor Data

HaBEEtat: A Novel Monitoring Platform for More Efficient Honey Production

Cloud computing-based parallel genetic algorithm for gene selection in cancer classification

Dental age assessment based on CBCT images using machine learning algorithms

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