Abdulhamit Subasi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Topics

Epileptic Seizures

Wavelet Transform

Feature Extraction

Top Venues

Biomed. Signal Process. Control.

J. Ambient Intell. Humaniz. Comput.

Neural Comput. Appl.

Publications

Abdulhamit Subasi, Saeed Mian Qaisar
EEG-based emotion recognition using modified covariance and ensemble classifiers. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. IEEE Access 12 (2024)
Usman Haider, Muhammad Hanif, Ahmar Rashid, Saeed Mian Qaisar, Abdulhamit Subasi
EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare. Biomed. Signal Process. Control. 90 (2024)
Zonghan Gan, Abdulhamit Subasi
Promoting accuracy in low-magnification histopathology grading: With augmentation and multi-dilation model. Biomed. Signal Process. Control. 86 (Part A) (2023)
Adaleta Gicic, Dzenana Donko, Abdulhamit Subasi
Intelligent credit scoring using deep learning methods. Concurr. Comput. Pract. Exp. 35 (9) (2023)
Oznur Ozaltin, Ozgur Yeniay, Abdulhamit Subasi
OzNet: A New Deep Learning Approach for Automated Classification of COVID-19 Computed Tomography Scans. Big Data 11 (6) (2023)
Turker Tuncer, Sengul Dogan, Abdulhamit Subasi
Automated facial expression recognition using novel textural transformation. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Turker Tuncer, Sengul Dogan, Muhammed Cagri Kaya, Abdulhamit Subasi
Automated and accurate focal EEG signal detection method based on the cube pattern. Multim. Tools Appl. 82 (13) (2023)
Muhammad Irfan, Shun Peng, Barkoum Betra Felix, Noman Mustafa, Saadullah Farooq Abbasi, Abdelwahed Nahli, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm. IEEE Internet Things J. 10 (21) (2023)
Oznur Ozaltin, Orhan Coskun, Ozgur Yeniay, Abdulhamit Subasi
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm. Int. J. Imaging Syst. Technol. 33 (1) (2023)
Abdulhamit Subasi, Sengul Dogan, Turker Tuncer
A novel automated tower graph based ECG signal classification method with hexadecimal local adaptive binary pattern and deep learning. J. Ambient Intell. Humaniz. Comput. 14 (2) (2023)
Mekia Shigute Gaso, Selcuk Cankurt, Abdulhamit Subasi
Electromyography Signal Classification Using Deep Learning. CoRR (2023)
Abdulhamit Subasi, Saeed Mian Qaisar
Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition. J. Ambient Intell. Humaniz. Comput. 13 (7) (2022)
Türker Tuncer, Sengül Dogan, Pawel Plawiak, Abdulhamit Subasi
A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method. Biomed. Signal Process. Control. 72 (Part) (2022)
Abdulhamit Subasi, Mohamed F. El-Amin, Tarek Darwich, Mubarak Dossary
Permeability prediction of petroleum reservoirs using stochastic gradient boosting regression. J. Ambient Intell. Humaniz. Comput. 13 (7) (2022)
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. 73 (2022)
Abdulhamit Subasi, Aditya Saikia, Kholoud Bagedo, Amarprit Singh, Anil Hazarika
EEG-Based Driver Fatigue Detection Using FAWT and Multiboosting Approaches. IEEE Trans. Ind. Informatics 18 (10) (2022)
Saeed Mian Qaisar, Abdulhamit Subasi
Effective epileptic seizure detection based on the event-driven processing and machine learning for mobile healthcare. J. Ambient Intell. Humaniz. Comput. 13 (7) (2022)
Selcuk Cankurt, Abdulhamit Subasi
Tourism demand forecasting using stacking ensemble model with adaptive fuzzy combiner. Soft Comput. 26 (7) (2022)
Türker Tuncer, Sengül Dogan, Abdulhamit Subasi
Novel finger movement classification method based on multi-centered binary pattern using surface electromyogram signals. Biomed. Signal Process. Control. 71 (Part) (2022)
Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar, Delaram Sadeghi, Marjane Khodatars, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi, Sara A. Abdulla, Roohallah Alizadehsani, Juan Manuel Górriz, U. Rajendra Acharya
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR (2022)
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies. CoRR (2021)
Mirra Soundirarajan, Mohammad Hossein Babini, Sue Sim, Visvamba Nathan, Abdulhamit Subasi, Hamidreza Namazi
Analysis of brain-facial muscle connection in the static fractal visual stimulation. Int. J. Imaging Syst. Technol. 31 (2) (2021)
Mohamed Hammad, Abdullah M. Iliyasu, Abdulhamit Subasi, Edmond S. L. Ho, Ahmed A. Abd El-Latif
A Multitier Deep Learning Model for Arrhythmia Detection. IEEE Trans. Instrum. Meas. 70 (2021)
Hayssam Dahrouj, Rawan Alghamdi, Hibatallah Alwazani, Sarah Bahanshal, Alaa Alameer Ahmad, Alice Faisal, Rahaf Shalabi, Reem Alhadrami, Abdulhamit Subasi, Malak T. Al-Nory, Omar Kittaneh, Jeff S. Shamma
An Overview of Machine Learning-Based Techniques for Solving Optimization Problems in Communications and Signal Processing. IEEE Access 9 (2021)
Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi, Amitava Datta
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree. Biomed. Signal Process. Control. 70 (2021)
Abdulhamit Subasi, Türker Tuncer, Sengül Dogan, Dahiru Tanko, Unal Sakoglu
EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier. Biomed. Signal Process. Control. 68 (2021)
Türker Tuncer, Sengül Dogan, Abdulhamit Subasi
EEG-based driving fatigue detection using multilevel feature extraction and iterative hybrid feature selection. Biomed. Signal Process. Control. 68 (2021)
Fatih Özyurt, Türker Tuncer, Abdulhamit Subasi
An automated COVID-19 detection based on fused dynamic exemplar pyramid feature extraction and hybrid feature selection using deep learning. Comput. Biol. Medicine 132 (2021)
Abdulhamit Subasi
Diagnosis of Neuromuscular Disorders Using DT-CWT and Rotation Forest Ensemble Classifier. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Ahnaf Rashik Hassan, Abdulhamit Subasi, Yanchun Zhang
Epilepsy seizure detection using complete ensemble empirical mode decomposition with adaptive noise. Knowl. Based Syst. 191 (2020)
Türker Tuncer, Sengül Dogan, Abdulhamit Subasi
Surface EMG signal classification using ternary pattern and discrete wavelet transform based feature extraction for hand movement recognition. Biomed. Signal Process. Control. 58 (2020)
Türker Tuncer, Fatih Ertam, Sengül Dogan, Abdulhamit Subasi
An Automated Daily Sports Activities and Gender Recognition Method Based on Novel Multikernel Local Diamond Pattern Using Sensor Signals. IEEE Trans. Instrum. Meas. 69 (12) (2020)
Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi, Amitava Datta
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree. CoRR (2020)
Türker Tuncer, Sengül Dogan, Fatih Ertam, Abdulhamit Subasi
A novel ensemble local graph structure based feature extraction network for EEG signal analysis. Biomed. Signal Process. Control. 61 (2020)
Abdulhamit Subasi, Aysha Ahmed, Emina Alickovic, Ahnaf Rashik Hassan
Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform. Biomed. Signal Process. Control. 49 (2019)
Anil Hazarika, Pranjal Barman, Champak Talukdar, Lachit Dutta, Abdulhamit Subasi, Manabendra Bhuyan
Real-Time Implementation of a Multidomain Feature Fusion Model Using Inherently Available Large Sensor Data. IEEE Trans. Ind. Informatics 15 (12) (2019)
Abdulhamit Subasi, Jasmin Kevric, Muhammed Abdullah Canbaz
Epileptic seizure detection using hybrid machine learning methods. Neural Comput. Appl. 31 (1) (2019)
Adaleta Gicic, Abdulhamit Subasi
Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers. Expert Syst. J. Knowl. Eng. 36 (2) (2019)
Abdulhamit Subasi, Saeed Mian Qaisar, Malak T. Al-Nory, Khulood A. Rambo
Intrusion Detection in Smart Grid Using Bagging Ensemble Classifiers. ISGT Europe (2019)
Volkan Ülke, Afsin Sahin, Abdulhamit Subasi
A comparison of time series and machine learning models for inflation forecasting: empirical evidence from the USA. Neural Comput. Appl. 30 (5) (2018)
Harun Siljak, Abdulhamit Subasi, Belle R. Upadhyaya
Hardware implementation of auto-mutual information function for condition monitoring. CoRR (2018)
Dino Keco, Abdulhamit Subasi, Jasmin Kevric
Cloud computing-based parallel genetic algorithm for gene selection in cancer classification. Neural Comput. Appl. 30 (5) (2018)
Harun Siljak, Abdulhamit Subasi, Belle R. Upadhyaya
Hardware implementation of auto-mutual information function for condition monitoring. Comput. Electr. Eng. 66 (2018)
Mehmet Akif Yaman, Abdulhamit Subasi, Frank Rattay
Comparison of Random Subspace and Voting Ensemble Machine Learning Methods for Face Recognition. Symmetry 10 (11) (2018)
Emina Alickovic, Jasmin Kevric, Abdulhamit Subasi
Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction. Biomed. Signal Process. Control. 39 (2018)
Emina Alickovic, Abdulhamit Subasi
Ensemble SVM Method for Automatic Sleep Stage Classification. IEEE Trans. Instrum. Meas. 67 (6) (2018)
Jasmin Kevric, Samed Jukic, Abdulhamit Subasi
An effective combining classifier approach using tree algorithms for network intrusion detection. Neural Comput. Appl. 28 (S-1) (2017)
Ahnaf Rashik Hassan, Abdulhamit Subasi
A decision support system for automated identification of sleep stages from single-channel EEG signals. Knowl. Based Syst. 128 (2017)
Emina Alickovic, Abdulhamit Subasi
Breast cancer diagnosis using GA feature selection and Rotation Forest. Neural Comput. Appl. 28 (4) (2017)
Samed Jukic, Abdulhamit Subasi
A MapReduce-based rotation forest classifier for epileptic seizure prediction. CoRR (2017)
Jasmin Kevric, Abdulhamit Subasi
Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system. Biomed. Signal Process. Control. 31 (2017)
Emina Alickovic, Abdulhamit Subasi
Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier. J. Medical Syst. 40 (4) (2016)
Emir Kremic, Abdulhamit Subasi
Performance of random forest and SVM in face recognition. Int. Arab J. Inf. Technol. 13 (2) (2016)
Ahnaf Rashik Hassan, Abdulhamit Subasi
Automatic identification of epileptic seizures from EEG signals using linear programming boosting. Comput. Methods Programs Biomed. 136 (2016)
Zerina Masetic, Abdulhamit Subasi
Congestive heart failure detection using random forest classifier. Comput. Methods Programs Biomed. 130 (2016)
Ercan Gokgoz, Abdulhamit Subasi
Comparison of decision tree algorithms for EMG signal classification using DWT. Biomed. Signal Process. Control. 18 (2015)
Emina Alickovic, Abdulhamit Subasi
Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases. Circuits Syst. Signal Process. 34 (2) (2015)
Hakan Sahin, Abdulhamit Subasi
Classification of the cardiotocogram data for anticipation of fetal risks using machine learning techniques. Appl. Soft Comput. 33 (2015)
Abdulhamit Subasi
A decision support system for diagnosis of neuromuscular disorders using DWT and evolutionary support vector machines. Signal Image Video Process. 9 (2) (2015)
Nihad Omerbegovic, Nedim Omerbegovic, Abdulhamit Subasi
Effects of Two-way Data Binding on Better User Experience and Easier Development of Clinical Information Systems. SWAT4LS (2014)
Jasmin Kevric, Abdulhamit Subasi
The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection. J. Medical Syst. 38 (10) (2014)
Ercan Gokgoz, Abdulhamit Subasi
Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders. J. Medical Syst. 38 (4) (2014)
Abdulhamit Subasi
Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders. Comput. Biol. Medicine 43 (5) (2013)
Abdulhamit Subasi
Classification of EMG signals using combined features and soft computing techniques. Appl. Soft Comput. 12 (8) (2012)
Abdulhamit Subasi
Medical decision support system for diagnosis of neuromuscular disorders using DWT and fuzzy support vector machines. Comput. Biol. Medicine 42 (8) (2012)
Muhamed Halilovic, Abdulhamit Subasi
Intrusion Detection on Smartphones CoRR (2012)
Emir Kremic, Abdulhamit Subasi, Kemal Hajdarevic
Face recognition implementation for client server mobile application using PCA. ITI (2012)
Selahaddin Batuhan Akben, Abdulhamit Subasi, Deniz Tuncel
Analysis of Repetitive Flash Stimulation Frequencies and Record Periods to Detect Migraine Using Artificial Neural Network. J. Medical Syst. 36 (2) (2012)
Selahaddin Batuhan Akben, Abdulhamit Subasi, Deniz Tuncel
Analysis of EEG Signals Under Flash Stimulation for Migraine and Epileptic Patients. J. Medical Syst. 35 (3) (2011)
Abdulhamit Subasi, M. Kemal Kiymik
Muscle Fatigue Detection in EMG Using Time-Frequency Methods, ICA and Neural Networks. J. Medical Syst. 34 (4) (2010)
Abdulhamit Subasi, M. Ismail Gursoy
EEG signal classification using PCA, ICA, LDA and support vector machines. Expert Syst. Appl. 37 (12) (2010)
Abdulhamit Subasi, Ahmet Serdar Yilmaz, Hanifi Binici
Prediction of early heat of hydration of plain and blended cements using neuro-fuzzy modelling techniques. Expert Syst. Appl. 36 (3) (2009)
Ali Eren, Abdulhamit Subasi, Osman Coskun
A Decision Support System for Telemedicine Through the Mobile Telecommunications Platform. J. Medical Syst. 32 (1) (2008)
Abdulhamit Subasi
Selection of optimal AR spectral estimation method for EEG signals using Cramer-Rao bound. Comput. Biol. Medicine 37 (2) (2007)
Abdulhamit Subasi
Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction. Comput. Biol. Medicine 37 (2) (2007)
Mehmet Recep Bozkurt, Abdulhamit Subasi, Etem Koklukaya
Classification of EMG Signals by Using AR Spectral Estimation Methods. IC-AI (2007)
Abdulhamit Subasi
EEG signal classification using wavelet feature extraction and a mixture of expert model. Expert Syst. Appl. 32 (4) (2007)
Abdulhamit Subasi
Automatic detection of epileptic seizure using dynamic fuzzy neural networks. Expert Syst. Appl. 31 (2) (2006)
Abdulhamit Subasi, Ergun Erçelebi, Ahmet Alkan, Etem Koklukaya
Comparison of subspace-based methods with AR parametric methods in epileptic seizure detection. Comput. Biol. Medicine 36 (2) (2006)
Abdulhamit Subasi, M. Kemal Kiymik, Mehmet Akin, Osman Erogul
Automatic recognition of vigilance state by using a wavelet-based artificial neural network. Neural Comput. Appl. 14 (1) (2005)
Abdulhamit Subasi
Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients. Expert Syst. Appl. 28 (4) (2005)
Abdulhamit Subasi, Etem Koklukaya
Performance improvement of dynamic buffered ATM switch. Comput. Electr. Eng. 31 (2) (2005)
Ergun Erçelebi, Abdulhamit Subasi
Robust multi bit and high quality audio watermarking using pseudo-random sequences. Comput. Electr. Eng. 31 (8) (2005)
Abdulhamit Subasi, Ergun Erçelebi
Classification of EEG signals using neural network and logistic regression. Comput. Methods Programs Biomed. 78 (2) (2005)
Abdulhamit Subasi
Epileptic seizure detection using dynamic wavelet network. Expert Syst. Appl. 29 (2) (2005)
Abdulhamit Subasi, Ahmet Alkan, Etem Koklukaya, M. Kemal Kiymik
Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing. Neural Networks 18 (7) (2005)