Abdulhamit Subasi

100 papers B 1Misc 1Journal 94Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ContextualGraph-LLM: A multimodal framework for enhanced Darknet traffic analysis. Expert Syst. Appl. Yujung Hwang, Furkan Kurt, Faruk Curebal, Omer F. Keskin, Abdulhamit Subasi
2026	J	`jnl`	Migraine and Epilepsy Discrimination Using DTCWT and Random Subspace Ensemble Classifier. Mach. Learn. Knowl. Extr. Tuba Nur Subasi, Abdulhamit Subasi
2026	J	`jnl`	Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification. IEEE J. Biomed. Health Informatics Muhammad Irfan, Laishuan Wang, Husnain Shahid, Yan Xu, Abdulhamit Subasi, Adnan Munawar, Noman Mustafa, Chen Chen, Tomi Westerlund, Wei Chen
2025	J	`jnl`	A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model. IEEE Trans. Biomed. Eng. Muhammad Irfan, Abdulhamit Subasi, Zhenning Tang, Laishuan Wang, Yan Xu, Chen Chen, Tomi Westerlund, Wei Chen
2025	—	`conf`	Emotion Recognition with Minimal Wearable Sensing: Multi-Domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis. BIBM Muhammad Irfan, Anum Nawaz, Ayse Kosal Bulbul, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2025	J	`jnl`	Emotion Recognition with Minimal Wearable Sensing: Multi-domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis. CoRR Muhammad Irfan, Anum Nawaz, Ayse Kosal Bulbul, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2025	J	`jnl`	FiboNeXt: Investigations for Alzheimer's Disease detection using MRI. Biomed. Signal Process. Control. Turker Tuncer, Sengul Dogan, Abdulhamit Subasi
2025	B	`conf`	Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. IJCNN Muhammad Irfan, Anum Nawaz, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2025	J	`jnl`	Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. CoRR Muhammad Irfan, Anum Nawaz, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2025	J	`jnl`	Smart IoT-Based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multiview Fusion, and Rotational Ensemble Stacking. IEEE Internet Things J. Muhammad Irfan, Laishuan Wang, Yan Xu, Abdulhamit Subasi, Chen Chen, Riku Klén, Tomi Westerlund, Wei Chen
2025	J	`jnl`	Substance use prediction using artificial intelligence techniques. J. Comput. Soc. Sci. Ali Unlu, Abdulhamit Subasi
2024	J	`jnl`	An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. IEEE Access Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2024	J	`jnl`	Analysis of Gene Regulatory Networks from Gene Expression Using Graph Neural Networks. CoRR Hakan T. Otal, Abdulhamit Subasi, Furkan Kurt, Muhammed Abdullah Canbaz, Yasin Uzun
2024	J	`jnl`	EEG-based emotion recognition using modified covariance and ensemble classifiers. J. Ambient Intell. Humaniz. Comput. Abdulhamit Subasi, Saeed Mian Qaisar
2024	J	`jnl`	EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare. Biomed. Signal Process. Control. Usman Haider, Muhammad Hanif, Ahmar Rashid, Saeed Mian Qaisar, Abdulhamit Subasi
2024	J	`jnl`	Time Sequence Deep Learning Model for Ubiquitous Tabular Data with Unique 3D Tensors Manipulation. Entropy Adaleta Gicic, Dzenana Donko, Abdulhamit Subasi
2023	J	`jnl`	A novel automated tower graph based ECG signal classification method with hexadecimal local adaptive binary pattern and deep learning. J. Ambient Intell. Humaniz. Comput. Abdulhamit Subasi, Sengul Dogan, Turker Tuncer
2023	J	`jnl`	An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm. IEEE Internet Things J. Muhammad Irfan, Shun Peng, Barkoum Betra Felix, Noman Mustafa, Saadullah Farooq Abbasi, Abdelwahed Nahli, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2023	J	`jnl`	Automated and accurate focal EEG signal detection method based on the cube pattern. Multim. Tools Appl. Turker Tuncer, Sengul Dogan, Muhammed Cagri Kaya, Abdulhamit Subasi
2023	J	`jnl`	Automated facial expression recognition using novel textural transformation. J. Ambient Intell. Humaniz. Comput. Turker Tuncer, Sengul Dogan, Abdulhamit Subasi
2023	J	`jnl`	Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm. Int. J. Imaging Syst. Technol. Oznur Ozaltin, Orhan Coskun, Ozgur Yeniay, Abdulhamit Subasi
2023	J	`jnl`	Electromyography Signal Classification Using Deep Learning. CoRR Mekia Shigute Gaso, Selcuk Cankurt, Abdulhamit Subasi
2023	J	`jnl`	Intelligent credit scoring using deep learning methods. Concurr. Comput. Pract. Exp. Adaleta Gicic, Dzenana Donko, Abdulhamit Subasi
2023	J	`jnl`	OzNet: A New Deep Learning Approach for Automated Classification of COVID-19 Computed Tomography Scans. Big Data Oznur Ozaltin, Ozgur Yeniay, Abdulhamit Subasi
2023	J	`jnl`	Promoting accuracy in low-magnification histopathology grading: With augmentation and multi-dilation model. Biomed. Signal Process. Control. Zonghan Gan, Abdulhamit Subasi
2022	J	`jnl`	A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method. Biomed. Signal Process. Control. Turker Tuncer, Sengül Dogan, Pawel Plawiak, Abdulhamit Subasi
2022	J	`jnl`	Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR 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
2022	J	`jnl`	Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
2022	J	`jnl`	EEG-Based Driver Fatigue Detection Using FAWT and Multiboosting Approaches. IEEE Trans. Ind. Informatics Abdulhamit Subasi, Aditya Saikia, Kholoud Bagedo, Amarprit Singh, Anil Hazarika
2022	J	`jnl`	Effective epileptic seizure detection based on the event-driven processing and machine learning for mobile healthcare. J. Ambient Intell. Humaniz. Comput. Saeed Mian Qaisar, Abdulhamit Subasi
2022	J	`jnl`	Novel finger movement classification method based on multi-centered binary pattern using surface electromyogram signals. Biomed. Signal Process. Control. Turker Tuncer, Sengül Dogan, Abdulhamit Subasi
2022	J	`jnl`	Permeability prediction of petroleum reservoirs using stochastic gradient boosting regression. J. Ambient Intell. Humaniz. Comput. Abdulhamit Subasi, Mohamed Fathy El-Amin, Tarek Darwich, Mubarak Dossary
2022	J	`jnl`	Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition. J. Ambient Intell. Humaniz. Comput. Abdulhamit Subasi, Saeed Mian Qaisar
2022	J	`jnl`	Tourism demand forecasting using stacking ensemble model with adaptive fuzzy combiner. Soft Comput. Selcuk Cankurt, Abdulhamit Subasi
2021	J	`jnl`	A Multitier Deep Learning Model for Arrhythmia Detection. IEEE Trans. Instrum. Meas. Mohamed Hammad, Abdullah M. Iliyasu, Abdulhamit Subasi, Edmond S. L. Ho, Ahmed A. Abd El-Latif
2021	J	`jnl`	An Overview of Machine Learning-Based Techniques for Solving Optimization Problems in Communications and Signal Processing. IEEE Access Hayssam Dahrouj, Rawan Alghamdi, Hibatallah Alwazani, Sarah Bahanshal, Alaa Alameer Ahmad, Alice Faisal, Rahaf Shalabi, Reem Alhadrami, Abdulhamit Subasi, Malak T. Al-Nory, Omar A. Kittaneh, Jeff S. Shamma
2021	J	`jnl`	An automated COVID-19 detection based on fused dynamic exemplar pyramid feature extraction and hybrid feature selection using deep learning. Comput. Biol. Medicine Fatih Özyurt, Türker Tuncer, Abdulhamit Subasi
2021	J	`jnl`	Analysis of brain-facial muscle connection in the static fractal visual stimulation. Int. J. Imaging Syst. Technol. Mirra Soundirarajan, Mohammad Hossein Babini, Sue Sim, Visvamba Nathan, Abdulhamit Subasi, Hamidreza Namazi
2021	J	`jnl`	Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree. Biomed. Signal Process. Control. Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi, Amitava Datta
2021	J	`jnl`	Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies. CoRR Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
2021	J	`jnl`	EEG-based driving fatigue detection using multilevel feature extraction and iterative hybrid feature selection. Biomed. Signal Process. Control. Türker Tuncer, Sengül Dogan, Abdulhamit Subasi
2021	J	`jnl`	EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier. Biomed. Signal Process. Control. Abdulhamit Subasi, Türker Tuncer, Sengül Dogan, Dahiru Tanko, Ünal Sakoglu
2020	J	`jnl`	A novel ensemble local graph structure based feature extraction network for EEG signal analysis. Biomed. Signal Process. Control. Türker Tuncer, Sengül Dogan, Fatih Ertam, Abdulhamit Subasi
2020	J	`jnl`	An Automated Daily Sports Activities and Gender Recognition Method Based on Novel Multikernel Local Diamond Pattern Using Sensor Signals. IEEE Trans. Instrum. Meas. Türker Tuncer, Fatih Ertam, Sengül Dogan, Abdulhamit Subasi
2020	J	`jnl`	Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree. CoRR Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi, Amitava Datta
2020	J	`jnl`	Diagnosis of Neuromuscular Disorders Using DT-CWT and Rotation Forest Ensemble Classifier. IEEE Trans. Instrum. Meas. Abdulhamit Subasi
2020	J	`jnl`	Epilepsy seizure detection using complete ensemble empirical mode decomposition with adaptive noise. Knowl. Based Syst. Ahnaf Rashik Hassan, Abdulhamit Subasi, Yanchun Zhang
2020	J	`jnl`	Surface EMG signal classification using ternary pattern and discrete wavelet transform based feature extraction for hand movement recognition. Biomed. Signal Process. Control. Türker Tuncer, Sengül Dogan, Abdulhamit Subasi
2019	J	`jnl`	Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers. Expert Syst. J. Knowl. Eng. Adaleta Gicic, Abdulhamit Subasi
2019	J	`jnl`	Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform. Biomed. Signal Process. Control. Abdulhamit Subasi, Aysha Ahmed, Emina Alickovic, Ahnaf Rashik Hassan
2019	J	`jnl`	Epileptic seizure detection using hybrid machine learning methods. Neural Comput. Appl. Abdulhamit Subasi, Jasmin Kevric, Muhammed Abdullah Canbaz
2019	—	`conf`	Intrusion Detection in Smart Grid Using Bagging Ensemble Classifiers. ISGT Europe Abdulhamit Subasi, Saeed Mian Qaisar, Malak T. Al-Nory, Khulood A. Rambo
2019	J	`jnl`	Real-Time Implementation of a Multidomain Feature Fusion Model Using Inherently Available Large Sensor Data. IEEE Trans. Ind. Informatics Anil Hazarika, Pranjal Barman, Champak Talukdar, Lachit Dutta, Abdulhamit Subasi, Manabendra Bhuyan
2018	J	`jnl`	A comparison of time series and machine learning models for inflation forecasting: empirical evidence from the USA. Neural Comput. Appl. Volkan Ülke, Afsin Sahin, Abdulhamit Subasi
2018	J	`jnl`	Cloud computing-based parallel genetic algorithm for gene selection in cancer classification. Neural Comput. Appl. Dino Keco, Abdulhamit Subasi, Jasmin Kevric
2018	J	`jnl`	Comparison of Random Subspace and Voting Ensemble Machine Learning Methods for Face Recognition. Symmetry Mehmet Akif Yaman, Abdulhamit Subasi, Frank Rattay
2018	J	`jnl`	Ensemble SVM Method for Automatic Sleep Stage Classification. IEEE Trans. Instrum. Meas. Emina Alickovic, Abdulhamit Subasi
2018	J	`jnl`	Hardware implementation of auto-mutual information function for condition monitoring. Comput. Electr. Eng. Harun Siljak, Abdulhamit Subasi, Belle R. Upadhyaya
2018	J	`jnl`	Hardware implementation of auto-mutual information function for condition monitoring. CoRR Harun Siljak, Abdulhamit Subasi, Belle R. Upadhyaya
2018	J	`jnl`	Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction. Biomed. Signal Process. Control. Emina Alickovic, Jasmin Kevric, Abdulhamit Subasi
2017	J	`jnl`	A MapReduce-based rotation forest classifier for epileptic seizure prediction. CoRR Samed Jukic, Abdulhamit Subasi
2017	J	`jnl`	A decision support system for automated identification of sleep stages from single-channel EEG signals. Knowl. Based Syst. Ahnaf Rashik Hassan, Abdulhamit Subasi
2017	J	`jnl`	An effective combining classifier approach using tree algorithms for network intrusion detection. Neural Comput. Appl. Jasmin Kevric, Samed Jukic, Abdulhamit Subasi
2017	J	`jnl`	Breast cancer diagnosis using GA feature selection and Rotation Forest. Neural Comput. Appl. Emina Alickovic, Abdulhamit Subasi
2017	J	`jnl`	Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system. Biomed. Signal Process. Control. Jasmin Kevric, Abdulhamit Subasi
2016	J	`jnl`	Automatic identification of epileptic seizures from EEG signals using linear programming boosting. Comput. Methods Programs Biomed. Ahnaf Rashik Hassan, Abdulhamit Subasi
2016	J	`jnl`	Congestive heart failure detection using random forest classifier. Comput. Methods Programs Biomed. Zerina Masetic, Abdulhamit Subasi
2016	J	`jnl`	Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier. J. Medical Syst. Emina Alickovic, Abdulhamit Subasi
2016	J	`jnl`	Performance of random forest and SVM in face recognition. Int. Arab J. Inf. Technol. Emir Kremic, Abdulhamit Subasi
2015	J	`jnl`	A decision support system for diagnosis of neuromuscular disorders using DWT and evolutionary support vector machines. Signal Image Video Process. Abdulhamit Subasi
2015	J	`jnl`	Classification of the cardiotocogram data for anticipation of fetal risks using machine learning techniques. Appl. Soft Comput. Hakan Sahin, Abdulhamit Subasi
2015	J	`jnl`	Comparison of decision tree algorithms for EMG signal classification using DWT. Biomed. Signal Process. Control. Ercan Gokgoz, Abdulhamit Subasi
2015	J	`jnl`	Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases. Circuits Syst. Signal Process. Emina Alickovic, Abdulhamit Subasi
2014	J	`jnl`	Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders. J. Medical Syst. Ercan Gokgoz, Abdulhamit Subasi
2014	—	`conf`	Effects of Two-way Data Binding on Better User Experience and Easier Development of Clinical Information Systems. SWAT4LS Nihad Omerbegovic, Nedim Omerbegovic, Abdulhamit Subasi
2014	J	`jnl`	The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection. J. Medical Syst. Jasmin Kevric, Abdulhamit Subasi
2013	J	`jnl`	Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders. Comput. Biol. Medicine Abdulhamit Subasi
2012	J	`jnl`	Analysis of Repetitive Flash Stimulation Frequencies and Record Periods to Detect Migraine Using Artificial Neural Network. J. Medical Syst. Selahaddin Batuhan Akben, Abdulhamit Subasi, Deniz Tuncel
2012	J	`jnl`	Classification of EMG signals using combined features and soft computing techniques. Appl. Soft Comput. Abdulhamit Subasi
2012	—	`conf`	Face recognition implementation for client server mobile application using PCA. ITI Emir Kremic, Abdulhamit Subasi, Kemal Hajdarevic
2012	J	`jnl`	Intrusion Detection on Smartphones CoRR Muhamed Halilovic, Abdulhamit Subasi
2012	J	`jnl`	Medical decision support system for diagnosis of neuromuscular disorders using DWT and fuzzy support vector machines. Comput. Biol. Medicine Abdulhamit Subasi
2011	J	`jnl`	Analysis of EEG Signals Under Flash Stimulation for Migraine and Epileptic Patients. J. Medical Syst. Selahaddin Batuhan Akben, Abdulhamit Subasi, Deniz Tuncel
2010	J	`jnl`	EEG signal classification using PCA, ICA, LDA and support vector machines. Expert Syst. Appl. Abdulhamit Subasi, M. Ismail Gursoy
2010	J	`jnl`	Muscle Fatigue Detection in EMG Using Time-Frequency Methods, ICA and Neural Networks. J. Medical Syst. Abdulhamit Subasi, M. Kemal Kiymik
2009	J	`jnl`	Prediction of early heat of hydration of plain and blended cements using neuro-fuzzy modelling techniques. Expert Syst. Appl. Abdulhamit Subasi, Ahmet Serdar Yilmaz, Hanifi Binici
2008	J	`jnl`	A Decision Support System for Telemedicine Through the Mobile Telecommunications Platform. J. Medical Syst. Ali Eren, Abdulhamit Subasi, Osman Coskun
2007	J	`jnl`	Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction. Comput. Biol. Medicine Abdulhamit Subasi
2007	Misc	`conf`	Classification of EMG Signals by Using AR Spectral Estimation Methods. IC-AI Mehmet Recep Bozkurt, Abdulhamit Subasi, Etem Koklukaya
2007	J	`jnl`	EEG signal classification using wavelet feature extraction and a mixture of expert model. Expert Syst. Appl. Abdulhamit Subasi
2007	J	`jnl`	Selection of optimal AR spectral estimation method for EEG signals using Cramer-Rao bound. Comput. Biol. Medicine Abdulhamit Subasi
2006	J	`jnl`	Automatic detection of epileptic seizure using dynamic fuzzy neural networks. Expert Syst. Appl. Abdulhamit Subasi
2006	J	`jnl`	Comparison of subspace-based methods with AR parametric methods in epileptic seizure detection. Comput. Biol. Medicine Abdulhamit Subasi, Ergun Erçelebi, Ahmet Alkan, Etem Koklukaya
2005	J	`jnl`	Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients. Expert Syst. Appl. Abdulhamit Subasi
2005	J	`jnl`	Automatic recognition of vigilance state by using a wavelet-based artificial neural network. Neural Comput. Appl. Abdulhamit Subasi, M. Kemal Kiymik, Mehmet Akin, Osman Erogul
2005	J	`jnl`	Classification of EEG signals using neural network and logistic regression. Comput. Methods Programs Biomed. Abdulhamit Subasi, Ergun Erçelebi
2005	J	`jnl`	Epileptic seizure detection using dynamic wavelet network. Expert Syst. Appl. Abdulhamit Subasi
2005	J	`jnl`	Performance improvement of dynamic buffered ATM switch. Comput. Electr. Eng. Abdulhamit Subasi, Etem Koklukaya
2005	J	`jnl`	Robust multi bit and high quality audio watermarking using pseudo-random sequences. Comput. Electr. Eng. Ergun Erçelebi, Abdulhamit Subasi
2005	J	`jnl`	Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing. Neural Networks Abdulhamit Subasi, Ahmet Alkan, Etem Koklukaya, M. Kemal Kiymik