Mehmet Baygin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 53

Top Topics

Local Binary Pattern

Automated Detection

Feature Generation

Top Venues

Expert Syst. Appl.

Comput. Biol. Medicine

Biomed. Signal Process. Control.

J. Digit. Imaging

Publications

Prabal Datta Barua, Serkan Kirik, Sengul Dogan, Canan Koc, Fatih Özkaynak, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images. Multim. Tools Appl. 83 (13) (2024)
Suat Gokhan Ozkaya, Mehmet Baygin, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, Subrata Chakraborty, U. Rajendra Acharya
An automated earthquake classification model based on a new butterfly pattern using seismic signals. Expert Syst. Appl. 238 (Part E) (2024)
Mehmet Erten, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, Abdul Hafeez-Baig, U. Rajendra Acharya
Novel tiny textural motif pattern-based RNA virus protein sequence classification model. Expert Syst. Appl. 242 (2024)
Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Elizabeth Emma Palmer, Sonja March, Edward J. Ciaccio, Ru San Tan, U. Rajendra Acharya
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech. Comput. Biol. Medicine 173 (2024)
Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan, Sonja March, Ru San Tan, Filippo Molinari, U. Rajendra Acharya
Automated anxiety detection using probabilistic binary pattern with ECG signals. Comput. Methods Programs Biomed. 247 (2024)
Mehmet Kiliç, Prabal Datta Barua, Tugce Keles, Arif Metehan Yildiz, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Mutlu Kuluozturk, Ru San Tan, U. Rajendra Acharya
GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru San Tan, U. Rajendra Acharya
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals. Knowl. Based Syst. 300 (2024)
Sinan Tatli, Gulay Macin, Irem Tasci, Burak Tasci, Prabal Datta Barua, Mehmet Baygin, Turker Tuncer, Sengul Dogan, Edward J. Ciaccio, U. Rajendra Acharya
Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system. Expert Syst. Appl. 236 (2024)
Prabal Datta Barua, Tugce Keles, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Hamido Fujita, Ru-San Tan, Chui Ping Ooi, U. Rajendra Acharya
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database. Biomed. Signal Process. Control. 79 (Part) (2023)
Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals. Int. J. Mach. Learn. Cybern. 14 (5) (2023)
Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Prabal Datta Barua, Turker Tuncer, Kang Hao Cheong, U. Rajendra Acharya
Automated facial expression recognition using exemplar hybrid deep feature generation technique. Soft Comput. 27 (13) (2023)
Burak Tasci, Madhav R. Acharya, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Samir Brahim Belhaouari
InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 123 (2023)
Tugce Keles, Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Edward J. Ciaccio, U. Rajendra Acharya
A new one-dimensional testosterone pattern-based EEG sentence classification method. Eng. Appl. Artif. Intell. 119 (2023)
Gulay Tasci, Hui Wen Loh, Prabal Datta Barua, Mehmet Baygin, Burak Tasci, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, U. Rajendra Acharya
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals. Knowl. Based Syst. 260 (2023)
Taha Müezzinoglu, Nursena Baygin, Ilknur Tuncer, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Kang Hao Cheong, U. Rajendra Acharya
PatchResNet: Multiple Patch Division-Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images. J. Digit. Imaging 36 (3) (2023)
Tarik Kivrak, Jagadish Nayak, Mehmet Ali Gelen, Prabal Datta Barua, Mehmet Baygin, Hilal Erken Pamukcu, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya
EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images. IEEE Access 11 (2023)
Serkan Kirik, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Caner Feyzi Demir, Tugce Keles, Arif Metehan Yildiz, Nursena Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
FGPat18: Feynman graph pattern-based language detection model using EEG signals. Biomed. Signal Process. Control. 85 (2023)
Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Ru San Tan, Subrata Chakraborty, U. Rajendra Acharya
Solving the multiplication problem of a large language model system using a graph-based method. CoRR (2023)
Prabal Datta Barua, Makiko Kobayashi, Masayuki Tanabe, Mehmet Baygin, Jose Kunnel Paul, Thomas Iype, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal. IEEE Access 11 (2023)
Sengul Dogan, Ilknur Tuncer, Mehmet Baygin, Turker Tuncer
A new hand-modeled learning framework for driving fatigue detection using EEG signals. Neural Comput. Appl. 35 (20) (2023)
Kenan Erdem, Mehmet Ali Kobat, Mehmet Nail Bilen, Yunus Balik, Sevim Alkan, Feyzanur Cavlak, Ahmet Kursad Poyraz, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Mehmet Erten, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images. Int. J. Imaging Syst. Technol. 33 (4) (2023)
Nursena Baygin, Emrah Aydemir, Prabal D. Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals. Expert Syst. Appl. 227 (2023)
Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Chui Ping Ooi, Hamido Fujita, U. Rajendra Acharya
A novel tree pattern-based violence detection model using audio signals. Expert Syst. Appl. 224 (2023)
Mehmet Erten, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Swin-LBP: a competitive feature engineering model for urine sediment classification. Neural Comput. Appl. 35 (29) (2023)
Suat Gokhan Ozkaya, Nursena Baygin, Prabal D. Barua, Arvind R. Singh, Mohit Bajaj, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
Most complicated lock pattern-based seismological signal framework for automated earthquake detection. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Ihsan Topaloglu, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Sengul Dogan, Mehmet Baygin, Huseyin Fatih Gul, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds. Eng. Appl. Artif. Intell. 126 (2023)
Suat Kamil Sut, Mustafa Koc, Gokhan Zorlu, Ihsan Serhatlioglu, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images. J. Digit. Imaging 36 (3) (2023)
Prabal Datta Barua, Arif Metehan Yildiz, Nida Canpolat, Tugce Keles, Sengul Dogan, Mehmet Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, Hamido Fujita, U. Rajendra Acharya
An accurate automated speaker counting architecture based on James Webb Pattern. Eng. Appl. Artif. Intell. 119 (2023)
Ela Kaplan, Wai-Yee Chan, Hasan Baki Altinsoy, Mehmet Baygin, Prabal Datta Barua, Subrata Chakraborty, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya
PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI. J. Digit. Imaging 36 (6) (2023)
Sengul Dogan, Prabal Datta Barua, Huseyin Kutlu, Mehmet Baygin, Hamido Fujita, Turker Tuncer, U. Rajendra Acharya
Automated accurate fire detection system using ensemble pretrained residual network. Expert Syst. Appl. 203 (2022)
Mehmet Baygin, Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Sefa Key, U. Rajendra Acharya, Kang Hao Cheong
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal. Sensors 22 (5) (2022)
Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Palmer, Ru San Tan, Ping Yu, Jeffrey Soar, Hamido Fujita, U. Rajendra Acharya
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images. Comput. Methods Programs Biomed. 224 (2022)
Mehmet Baygin, Orhan Yaman, Prabal Datta Barua, Sengül Dogan, Turker Tuncer, U. Rajendra Acharya
Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images. Artif. Intell. Medicine 127 (2022)
Mehmet Baygin, Orhan Yaman, Nursena Baygin, Mehmet Karaköse
A blockchain-based approach to smart cargo transportation using UHF RFID. Expert Syst. Appl. 188 (2022)
Prabal Datta Barua, Mehdi Karasu, Mehmet Ali Kobat, Yunus Balik, Tarik Kivrak, Mehmet Baygin, Sengül Dogan, Fahrettin Burak Demir, Türker Tuncer, Ru San Tan, U. Rajendra Acharya
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds. Comput. Biol. Medicine 146 (2022)
Mustafa Koc, Suat Kamil Sut, Ihsan Serhatlioglu, Mehmet Baygin, Türker Tuncer
Automatic prostate cancer detection model based on ensemble VGGNet feature generation and NCA feature selection using magnetic resonance images. Multim. Tools Appl. 81 (5) (2022)
Sefa Key, Mehmet Baygin, Sukru Demir, Sengül Dogan, Turker Tuncer
Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF. J. Digit. Imaging 35 (2) (2022)
Türker Tuncer, Sengül Dogan, Mehmet Baygin, U. Rajendra Acharya
Tetromino pattern based accurate EEG emotion classification model. Artif. Intell. Medicine 123 (2022)
Mehmet Baygin, Türker Tuncer, Sengül Dogan
New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor. CoRR (2022)
Sukru Demir, Sefa Key, Mehmet Baygin, Türker Tuncer, Sengül Dogan, Samir Brahim Belhaouari, Ahmet Kursad Poyraz, Murat Gurger
Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection. Biomed. Signal Process. Control. 71 (Part) (2022)
Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Mehmet Baygin, U. Rajendra Acharya
Novel automated PD detection system using aspirin pattern with EEG signals. Comput. Biol. Medicine 137 (2021)
Mehmet Baygin, Türker Tuncer, Sengül Dogan, Ru San Tan, U. Rajendra Acharya
Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10, 000 individual subject ECG records. Inf. Sci. 575 (2021)
Prabal Datta Barua, Wai-Yee Chan, Sengül Dogan, Mehmet Baygin, Türker Tuncer, Edward J. Ciaccio, Nazrul Islam, Kang Hao Cheong, Zakia Sultana Shahid, U. Rajendra Acharya
Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images. Entropy 23 (12) (2021)
Mehmet Baygin
An accurate automated schizophrenia detection using TQWT and statistical moment based feature extraction. Biomed. Signal Process. Control. 68 (2021)
Abdullah Dogan, Merve Akay, Prabal Datta Barua, Mehmet Baygin, Sengül Dogan, Türker Tuncer, Ali Hikmet Dogru, U. Rajendra Acharya
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition. Comput. Biol. Medicine 138 (2021)
Mehmet Baygin, Sengül Dogan, Türker Tuncer, Prabal Datta Barua, Oliver Faust, N. Arunkumar, Enas W. Abdulhay, Elizabeth Emma Palmer, U. Rajendra Acharya
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals. Comput. Biol. Medicine 134 (2021)
Mehmet Baygin, Orhan Yaman, Türker Tuncer, Sengül Dogan, Prabal Datta Barua, U. Rajendra Acharya
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals. Biomed. Signal Process. Control. 70 (2021)
Ela Kaplan, Sengül Dogan, Türker Tuncer, Mehmet Baygin, Erman Altunisik
Feed-forward LPQNet based Automatic Alzheimer's Disease Detection Model. Comput. Biol. Medicine 137 (2021)
Mehmet Karaköse, Mehmet Baygin, Koray Sener Parlak, Nursena Baygin, Erhan Akin
A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays. J. Inf. Sci. Eng. 34 (5) (2018)
Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin
An Image Processing based Object Counting Approach for Machine Vision Application. CoRR (2018)
Hasan Yetis, Mehmet Baygin, Mehmet Karaköse
An investigation for benefits of cyber-physical systems in higher education courses. ITHET (2016)
Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin
An effect analysis of industry 4.0 to higher education. ITHET (2016)
Mehmet Karaköse, Mehmet Baygin, Kagan Murat, Nursena Baygin, Erhan Akin
Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays. Int. J. Comput. Intell. Syst. 9 (2) (2016)
Mehmet Karaköse, Mehmet Baygin, Nursena Baygin
An analysis approach for optimization based reconfiguration in photovoltaic arrays. ISIE (2014)
Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin
An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. INISTA (2014)
Mehmet Baygin, Mehmet Karaköse
Real time voice recognition based smart home application. SIU (2012)