Abdulhamit Subasi
Orcid: 0000-0001-7630-4084
According to our database1,
Abdulhamit Subasi
authored at least 83 papers
between 2005 and 2024.
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Bibliography
2024
J. Ambient Intell. Humaniz. Comput., January, 2024
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification.
IEEE Access, 2024
2023
OzNet: A New Deep Learning Approach for Automated Classification of COVID-19 Computed Tomography Scans.
Big Data, December, 2023
Promoting accuracy in low-magnification histopathology grading: With augmentation and multi-dilation model.
Biomed. Signal Process. Control., September, 2023
J. Ambient Intell. Humaniz. Comput., July, 2023
Multim. Tools Appl., May, 2023
A novel automated tower graph based ECG signal classification method with hexadecimal local adaptive binary pattern and deep learning.
J. Ambient Intell. Humaniz. Comput., February, 2023
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm.
Int. J. Imaging Syst. Technol., January, 2023
IEEE Internet Things J., 2023
Concurr. Comput. Pract. Exp., 2023
2022
IEEE Trans. Ind. Informatics, 2022
Tourism demand forecasting using stacking ensemble model with adaptive fuzzy combiner.
Soft Comput., 2022
Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition.
J. Ambient Intell. Humaniz. Comput., 2022
Permeability prediction of petroleum reservoirs using stochastic gradient boosting regression.
J. Ambient Intell. Humaniz. Comput., 2022
Effective epileptic seizure detection based on the event-driven processing and machine learning for mobile healthcare.
J. Ambient Intell. Humaniz. Comput., 2022
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review.
CoRR, 2022
Novel finger movement classification method based on multi-centered binary pattern using surface electromyogram signals.
Biomed. Signal Process. Control., 2022
A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method.
Biomed. Signal Process. Control., 2022
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies.
Biomed. Signal Process. Control., 2022
2021
IEEE Trans. Instrum. Meas., 2021
Int. J. Imaging Syst. Technol., 2021
An automated COVID-19 detection based on fused dynamic exemplar pyramid feature extraction and hybrid feature selection using deep learning.
Comput. Biol. Medicine, 2021
EEG-based driving fatigue detection using multilevel feature extraction and iterative hybrid feature selection.
Biomed. Signal Process. Control., 2021
EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier.
Biomed. Signal Process. Control., 2021
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree.
Biomed. Signal Process. Control., 2021
An Overview of Machine Learning-Based Techniques for Solving Optimization Problems in Communications and Signal Processing.
IEEE Access, 2021
2020
An Automated Daily Sports Activities and Gender Recognition Method Based on Novel Multikernel Local Diamond Pattern Using Sensor Signals.
IEEE Trans. Instrum. Meas., 2020
Diagnosis of Neuromuscular Disorders Using DT-CWT and Rotation Forest Ensemble Classifier.
IEEE Trans. Instrum. Meas., 2020
Epilepsy seizure detection using complete ensemble empirical mode decomposition with adaptive noise.
Knowl. Based Syst., 2020
Surface EMG signal classification using ternary pattern and discrete wavelet transform based feature extraction for hand movement recognition.
Biomed. Signal Process. Control., 2020
A novel ensemble local graph structure based feature extraction network for EEG signal analysis.
Biomed. Signal Process. Control., 2020
2019
Real-Time Implementation of a Multidomain Feature Fusion Model Using Inherently Available Large Sensor Data.
IEEE Trans. Ind. Informatics, 2019
Neural Comput. Appl., 2019
Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers.
Expert Syst. J. Knowl. Eng., 2019
Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform.
Biomed. Signal Process. Control., 2019
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019
2018
IEEE Trans. Instrum. Meas., 2018
Comparison of Random Subspace and Voting Ensemble Machine Learning Methods for Face Recognition.
Symmetry, 2018
A comparison of time series and machine learning models for inflation forecasting: empirical evidence from the USA.
Neural Comput. Appl., 2018
Cloud computing-based parallel genetic algorithm for gene selection in cancer classification.
Neural Comput. Appl., 2018
Hardware implementation of auto-mutual information function for condition monitoring.
Comput. Electr. Eng., 2018
Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction.
Biomed. Signal Process. Control., 2018
2017
An effective combining classifier approach using tree algorithms for network intrusion detection.
Neural Comput. Appl., 2017
Neural Comput. Appl., 2017
A decision support system for automated identification of sleep stages from single-channel EEG signals.
Knowl. Based Syst., 2017
CoRR, 2017
Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system.
Biomed. Signal Process. Control., 2017
2016
Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier.
J. Medical Syst., 2016
Int. Arab J. Inf. Technol., 2016
Comput. Methods Programs Biomed., 2016
Automatic identification of epileptic seizures from EEG signals using linear programming boosting.
Comput. Methods Programs Biomed., 2016
2015
A decision support system for diagnosis of neuromuscular disorders using DWT and evolutionary support vector machines.
Signal Image Video Process., 2015
Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases.
Circuits Syst. Signal Process., 2015
Biomed. Signal Process. Control., 2015
Classification of the cardiotocogram data for anticipation of fetal risks using machine learning techniques.
Appl. Soft Comput., 2015
2014
J. Medical Syst., 2014
Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders.
J. Medical Syst., 2014
Effects of Two-way Data Binding on Better User Experience and Easier Development of Clinical Information Systems.
Proceedings of the 7th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2014
2013
Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders.
Comput. Biol. Medicine, 2013
2012
Analysis of Repetitive Flash Stimulation Frequencies and Record Periods to Detect Migraine Using Artificial Neural Network.
J. Medical Syst., 2012
Medical decision support system for diagnosis of neuromuscular disorders using DWT and fuzzy support vector machines.
Comput. Biol. Medicine, 2012
Appl. Soft Comput., 2012
Proceedings of the 34th International Conference on Information Technology Interfaces, 2012
2011
J. Medical Syst., 2011
2010
Muscle Fatigue Detection in EMG Using Time-Frequency Methods, ICA and Neural Networks.
J. Medical Syst., 2010
Expert Syst. Appl., 2010
2009
Prediction of early heat of hydration of plain and blended cements using neuro-fuzzy modelling techniques.
Expert Syst. Appl., 2009
2008
A Decision Support System for Telemedicine Through the Mobile Telecommunications Platform.
J. Medical Syst., 2008
2007
EEG signal classification using wavelet feature extraction and a mixture of expert model.
Expert Syst. Appl., 2007
Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction.
Comput. Biol. Medicine, 2007
Selection of optimal AR spectral estimation method for EEG signals using Cramer-Rao bound.
Comput. Biol. Medicine, 2007
Classification of EMG Signals by Using AR Spectral Estimation Methods.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007
2006
Expert Syst. Appl., 2006
Comparison of subspace-based methods with AR parametric methods in epileptic seizure detection.
Comput. Biol. Medicine, 2006
2005
Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing.
Neural Networks, 2005
Automatic recognition of vigilance state by using a wavelet-based artificial neural network.
Neural Comput. Appl., 2005
Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients.
Expert Syst. Appl., 2005
Comput. Methods Programs Biomed., 2005
Comput. Electr. Eng., 2005